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www.telmap.org
                          ADVTEL @ ECTEL 2011   September 20, 2011   Palermo, Sicily
  www.galanoe.eu




 www.role-project.eu




                            Mapping the European TEL Project
                         Landscape Using Social Network Analysis
                            and Advanced Query Visualization

                                    M. Derntl, D. Renzel, R. Klamma
                                  Information Systems and Databases
                                RWTH Aachen University, Aachen, Germany
                                      derntl@dbis.rwth-aachen.de
Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
   I5-MD-XXXX11-1
www.telmap.org


                                           Work context
  www.galanoe.eu




 www.role-project.eu



                                   Mapping and roadmapping for TEL
                               Understanding the current TEL landscape
                         Finding strong and weak signals for change at different
                                                levels
                         Different methods, e.g. Delphi, Community modeling,
                                   Text analysis, Visual analytics, etc.
Lehrstuhl Informatik 5
(Informationssysteme)
                           Here: Social network analysis and visualization
   Prof. Dr. M. Jarke
   I5-MD-XXXX11-2
www.telmap.org


                         TEL-Map Mediabase
  www.galanoe.eu




 www.role-project.eu




Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
   I5-MD-XXXX11-3
www.telmap.org


                         Component Layers
  www.galanoe.eu




 www.role-project.eu




Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
   I5-MD-XXXX11-4
www.telmap.org


                                           SNA and TM in TEL sources
  www.galanoe.eu



                                          Social Network Analysis                            Topic Mining
 www.role-project.eu
                                •Most central authors in TEL                       •Rising and falling terms in TEL paper
                                •Most frequent collaborations on TEL papers         abstracts and keywords
                          TEL
                                •Most important TEL conferences and journals       •Co-occurrence of topics in TEL papers
                         Papers •Development characteristics of authorship         •Topics addressed by most important
                                 networks in TEL conferences.                       TEL authors/papers
                                  •Consortium progression between projects         •Topic distribution and shifts in TEL
                                  •Partner collaborations across TEL projects       project foci over time
                           TEL •Most central organizations in TEL projects         •Funding and partners related to topics
                         Projects •Most central TEL projects                        in TEL projects
                                  •Development of SNA metrics in project
                                   collaboration network over time
                                •Citation network in TEL blogs                   •Topic bursts in TEL blogs over time
                           TEL •Most central web sources referenced in TEL blogs •Topic shifts in TEL blogs over time
                          Media •Authorities and hubs in the TEL blogosphere
Lehrstuhl Informatik 5
(Informationssysteme)
                                •Co-occurrence of words/bursts in blog entries
   Prof. Dr. M. Jarke
   I5-MD-XXXX11-5
www.telmap.org




  www.galanoe.eu




 www.role-project.eu




                          Main
                         source:
Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke    CORDIS
   I5-MD-XXXX11-6
www.telmap.org


                         TEL Projects – Data model
  www.galanoe.eu




 www.role-project.eu




Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
   I5-MD-XXXX11-7
www.telmap.org


                                                                                           Data set
  www.galanoe.eu

                             Progr.          Call          #                                            Projects (acronyms)
                                       Call 2005           4 CITER, JEM, MACE, MELT
 www.role-project.eu

                                       Call 2006           7 COSMOS, EdReNe, EUROGENE, eVip, Intergeo, KeyToNature, Organic.Edunet
                             ECP
                                       Call 2007           3 ASPECT, iCOPER, EduTubePlus
                                       Call 2008           5 LiLa, Math-Bridge, mEducator, OpenScienceResources, OpenScout
                                       IST-2002-                CONNECT, E-LEGI, ICLASS, KALEIDOSCOPE, LEACTIVEMATH, PROLEARN,
                                                           8
                                       2.3.1.12a                TELCERT, UNFOLD
                                       IST-2004-                APOSDLE, ARGUNAUT, ATGENTIVE, COOPER, ECIRCUS, ELEKTRA, I-MAESTRO,
                             FP6       2.4.10b
                                                           14
                                                                KP-LAB, L2C, LEAD, PALETTE, PROLIX, RE.MATH, TENCOMPETENCE
                                       IST-2004-                ARISE, CALIBRATE, ELU, EMAPPS.COM, ICAMP, LOGOS, LT4EL, MGBL, UNITE,
                                                           10
                                       2.4.13c                  VEMUS
                                       ICT-2007.4.1d 6 80DAYS, GRAPPLE, IDSPACE, LTFLL, MATURE, SCY
                                       ICT-2007.4.3d 7 COSPATIAL, DYNALEARN, INTELLEO, ROLE, STELLAR, TARGET, XDELIA
                             FP7
                                                                ALICE, ARISTOTELE, ECUTE, GALA, IMREAL, ITEC, METAFORA, MIROR,
                                       ICT-2009.4.2b 13
                                                                MIRROR, NEXT-TELL, SIREN, TEL-MAP, TERENCE
Lehrstuhl Informatik 5
                                                 Total: 77
(Informationssysteme)    a   … Technology-enhanced learning and access to cultural heritage”   c   … Strengthening the Integration of the ICT research effort in an Enlarged Europe”
   Prof. Dr. M. Jarke
                         b   … Technology-Enhanced Learning                                    d
   I5-MD-XXXX11-8                                                                                  … Digital libraries and technology-enhanced learning”
www.telmap.org


                                                   Data set
  www.galanoe.eu




 www.role-project.eu                     New projects per programme per year
                         15
                         14                             FP7
                         13                             FP6
                         12
                         11                             eContentplus
                         10
                          9                  10                                 7
                          8
                          7       14                                                  13
                          6                                        6
                          5
                          4   8                         7
                          3
                          2                   4                                 5
                          1                                        3
                          0
                          2004    2005      2006       2007      2008          2009   2010

Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
   I5-MD-XXXX11-9
www.telmap.org


                                TEL projects as social networks
  www.galanoe.eu



                         P … projects
 www.role-project.eu

                         O … organizations
                         Consortium membership        ∶     → { 1, 0 }

                         Project consortium progression              ,

                                    ,   ∶ , ∈	    ∧       ∧∃ ∈       ∶	   ,       ∧   ,       	


                         Organizational collaboration            ,

Lehrstuhl Informatik 5              ,   ∶ , ∈	    ∧       ∧∃ ∈       ∶	       ,   ∧       ,
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-10
www.telmap.org


                         GP – FP7 project progression
  www.galanoe.eu




 www.role-project.eu




Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-11
www.telmap.org             FP6, FP7,
                                    FP6, FP7, ECP projects
                            eContentplus
  www.galanoe.eu




 www.role-project.eu




                         Central role of IPs and NoEs as
                         sources and harbors of
                         consortia
Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
                         eContentplus as “gap filler”
  I5-MD-XXXX11-12
www.telmap.org


                                                             Project ranking
  www.galanoe.eu



                                                                                                                                       Local
                                       Progr-   Start   Authority              Page-                Weighted Close.     Betw.
 www.role-project.eu      PROJECT                                   Hub                   Degree                                       Clust.
                                       amme     Year       ▼                   Rank                  Degree Centrality Centrality
                                                                                                                                       Coeff.

                           GALA         FP7     2010    .0546 [1] .0634 [1]   .0338 [4]   42 [3]      79 [5] .6847 [4] .0585 [3]      .3449 [74]

                         OpenScout     ECP      2009    .0442 [2] .0495 [2]   .0287 [6]   37 [6]      72 [6] .6609 [6] .0310 [7]      .4790 [56]

                          TEL-MAP       FP7     2010    .0416 [3] .0000 [75] .0207 [11] 31 [11]       51 [11] .6230 [11] .0147 [20]   .5032 [50]

                          STELLAR       FP7     2009    .0403 [4] .0464 [3]   .0324 [5]   42 [3]      81 [4] .6909 [3] .0390 [4]      .4135 [71]

                           ROLE         FP7     2009    .0338 [5] .0386 [4]   .0252 [8]   36 [7]      61 [8] .6552 [7] .0347 [6]      .4540 [63]

                          iCOPER       ECP      2008    .0338 [5] .0386 [4]   .0354 [3]   39 [5]      91 [3] .6667 [5] .0224 [12]     .4764 [59]

                         Math-Bridge   ECP      2009    .0299 [7] .0340 [6]   .0156 [18] 26 [15]      35 [17] .5891 [16] .0163 [15]   .5446 [42]

                          ASPECT       ECP      2008    .0286 [8] .0309 [7]   .0250 [9]   30 [12]     59 [9] .6179 [12] .0289 [8]     .4989 [55]

                         mEducator     ECP      2009    .0260 [9] .0294 [8]   .0135 [23] 24 [18]      28 [26] .5891 [16] .0234 [10]   .5580 [40]

                            ITEC        FP7     2010    .0260 [9] .0294 [8]   .0167 [16] 22 [22]      37 [16] .5758 [23] .0176 [14]   .5022 [51]

                          MIRROR        FP7     2010    .0260 [9] .0294 [8]   .0129 [25] 24 [18]      29 [23] .5802 [20] .0061 [30]   .6051 [33]

Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-13
www.telmap.org


                         Geo-mapping
  www.galanoe.eu



                         http://is.gd/fp7telmap
 www.role-project.eu




Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-14
www.telmap.org


                                               GO – Project collaborations FP7
  www.galanoe.eu



                         Each project creates ties among ist consortium members
 www.role-project.eu                                                    CENTRAL LABORATORY OF GENERAL ECOLOGY - ZENTRALNA LABORATORIYA PO OBSCHTA EKOLOGIYA
                                                                                                                                                                                         NATIONAL UNIVERSITY CORPORATION, KYOTO UNIVERSITY


                                                                                                                                                                                                                                                                                       FACULTES UNIVERSITAIRES NOTRE-DAME DE LA PAIX ASBL



                                                                                                                                                                                                                                                INSTITUTO DE EDUCAÇÃO DA UNIVERSIDADE DE LISBOA



                                                                                                                                                                                                                                   EDUCA.CH INSTITUT SUISSSE DES MEDIAS POUR LA FORMATION ET LA CULTURE


                                                                                                                                                                                     WAGENINGEN UNIVERSITEIT                                                                                                                  SVIETIMO INFORMACINIU TECHNOLOGIJU CENTRAS
                                                                                                                                                 UNIVERSIDAD POLITECNICA DE MADRID

                                                                                                                                                                                                                                                                                           UNIVERSIDAD DE VIGO
                                                                                                                                                                                                      UNI-C, DANMARKS EDB-CENTER FOR FORSKNING OG UDDANNELSE                                                            MAKASH - ADVANCING CMC APPLICATIONS IN EDUCATION, CULTURE AND SCIENCE
                                                                                                                                                                                                                                                         EUN PARTNERSHIP AISBL

                                                                                                                                                                                                                                                                                                  TIIGRIHUPPE SIHTASUTUS



                                                                                                                                                                                                                                                MINISTERIO DA EDUCACAO
                                                                                                               TEL AVIV UNIVERSITY                                                                                                                                                                       THE MANCHESTER METROPOLITAN UNIVERSITY
                                                                                                                                                                                  GAKO HOJIN SEIKEI GAKUEN
                                                                     UNIVERSITAET FUER BODENKULTUR WIEN
                                                                                                                                 UNIVERSITEIT VAN AMSTERDAM
                                                                                                                                                                                                        INDIRE ISTITUTO NAZIONALE DI DOCUMENTAZIONE PER L'INNOVAZIONE E LA RICERCA EDUCATIVA

                                                                                                                                                                                                                                                                                                                                                                                                       FACULTY OF ORGANIZATIONAL SCIENCES, UNIVERSITY OF BELGRADE
                                                                                                                                                                                                                                                                                  BUNDESMINISTERIUM FÜR UNTERRICHT, KUNST UND KULTUR
                                                                                                                                                                     UNIVERSITAET AUGSBURG
                                                                                                                                                                                                                                                                                                                                               CENTRE NATIONAL DE DOCUMENTATION PEDAGOGIQUE
                                                                                                                                                                                            JACOBS UNIVERSITY BREMEN GGMBH

                                                                                                                                                                                                                                                                                    NATIONAL MINISTRY OF EDUCATION

                                                                                                                                                                                                                                                ICODEON LIMITED
                                                                                                                                                THE REGENTS OF THE UNIVERSITY OF CALIFORNIA                                                                                                            EDUBIT VZW
                                                                                                                                                                                            UNIVERSITY OF SUNDERLAND
                                                                                                                               UNIVERSITY OF HULL
                                                                                                                                                                                                                                                                                                                             KNOWLEDGE MARKETS CONSULTING GMBH
                                                                                                                                                                                                                        SENTER FOR IKT I UTDANNINGEN
                                                                                                                                                                                                                                                                                                        ELFA S.R.O.                                                                       EESTI OPETAJATE LIIT
                                                                                                                                                                                                                                                                  PROMETHEAN LIMITED
                                                                                     FUNDAÇÃO UNIVERSIDADE DE BRASILIA
                                                                                                                                                                                                                                                                                                                           SMART TECHNOLOGIES (GERMANY) GMBH
                                                                                                                                                                              UNIVERSITY OF BATH
                                                                                                                                                                                                                                                                                                                                                                                                         TALLINNA ULIKOOL
                                                                                                                                                                                                                                                          FUTURELAB EDUCATION
                                                                                                                                                                                                                                                                                                                                                                                                                                                   INSTITUT FÜR ANGEWANDTE SYSTEMTECHNIK BREMEN GMBH
                                                                                                                                                                                                                                                                                                                                                                                                                                          VOLKSWAGEN AG
                                                                                                                                                                                  NATIONAL TECHNICAL UNIVERSITY OF ATHENS                                                                  HERIOT-WATT UNIVERSITY
                                                                                                                                                                                                                                                                                                                                                                                                                        INI DOO
                                                                                                                                                                                                                                     EDUCATIO PUBLIC SERVICES NON-PROFIT LLC                                                                   THE UNIVERSITY OF BOLTON

                                                                                                                                                                                                          MORPHEUS SOFTWARE VOF

                                                                                                                                                                                                                                                                                                                                                                      UNIVERSIDAD COMPLUTENSE DE MADRID

                                                                                                                                        EXTRIM MINTIA SOLOUSIONS ETAIREIA PLIROFORIKIS KAI TILEPIKOINONION ETAIREIA PERIORISMENIS EFTHINIS                                                                                                                                                                                  ATHABASCA UNIVERSITY

                                                                                                                                                                                                                                                                                                                                                  CENTRE EUROPEEN D'EDUCATION PERMANENTE
                                                                                                                                                                                                                                                                                     AALTO-KORKEAKOULUSAATIO
                                                                                                                                                                                                           SPACE APPLICATIONS SERVICES NV                                                                                                                                                                             EBERHARD KARLS UNIVERSITAET TUEBINGEN

                                                                                                                                                                                                                                                                                                                                            FUNDACION ESADE

                                                                                                          LANDESINITIATIVE NEUE KOMMUNIKATIONSWEGE MECKLENBURG-VORPOMMERN E.V.                                     UNIVERSITY OF PIRAEUS RESEARCH CENTER

                                                                                                                                                                                                                                                                                                                                               TTY-SAATIO
                                                                                                                                                                                                                                                                                                                                                                              MINISTERUL APARARII NATIONALE
                                                                                                                                                              IT UNIVERSITY OF COPENHAGEN
                                                                                                                                                                                                                                                                          SERIOUS GAMES INTERACTIVE ALBORG UNIVERSITET
                                                                                                                                                                                                                                                                                                  A
                                                                                                                                                                                                                                                                                                                     UNIVERSITY OF THE WEST OF SCOTLAND
                                                                                                                                                                                                                                                                                                                                                                   UNIVERSITE PAUL SABATIER TOULOUSE III
                                                                                                                                                                                                   INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E COMPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBOA                                                                                                              KUNGLIGA TEKNISKA HOEGSKOLAN
                                                                      THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO                                                      STIFTUNG UNIVERSITAT HILDESHEIM
                                                                                                                                                                                                                                                                                                                               CYNTELIX CORPORATION BV                                                                                                               INSTITUTE FOR PARALLEL PROCESSING OF THE BULGARIAN ACADEMY OF SCIENCES
                                                                                                                                                                                                                                                                                                                                                                                                                      THE UNIVERSITY OF MANCHESTER
                                                                                                                                                                                                                                                                                                                                                                                          UNIVERSITEIT UTRECHT
                                                                                                                                                                                                                                                                                                                                               PLAYGEN LTD
                                                                                                                          ENOVATE AS                                                                                                                                                                                                                                                                                           UNIVERSITATEA POLITEHNICA DIN BUCURESTI

                                                                                                                                       TARTU ULIKOOL                UNIVERSITY OF CYPRUS


                                                                                                                                                                                                                 UNIVERSITY COLLEGE LONDON                KATHOLIEKE UNIVERSITEIT LEUVEN                                                      ORT FRANCE     ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA                                                   JYVASKYLAN YLIOPISTO


                                                                                                                                                                                                                                                                                                                                                                                                      UNIVERSITA DEGLI STUDI DI GENOVA
                                                                                                                                                                                            SIEMENS AKTIENGESELLSCHAFT OESTERREICH                                                                                                                                                                                                                 UNIVERSITE PIERRE MENDES FRANCE
                                                                                                                                                                                                                                                                   BIBA - BREMER INSTITUT FUER PRODUKTION UND LOGISTIK GMBH
                                                                                                                                            LEAN ENTERPRISE INSTITUTE POLSKA SPOLKA Z OGRANICZONA ODPOWIEDZIALNOSC IA                                                                                                                                                                                                                 GIUNTI LABS S.R.L.
                                                                                                                                                                                                                                                                                                                                                                  RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHEN
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       COMPEDIA SOFTWARE & HARDWARE DEVELOPMENT LTD
                               FRAUNHOFER-GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V                                                                                                                         VIRTECH LTD                                       COVENTRY UNIVERSITY
                                                                                                                                     STICHTING TECHNASIUM                                                                                                                                                                                                                                                                                  HOGSKOLEN I OSLO
                                                                                                      UNIVERSITEIT TWENTE
                                                                                                                                                                                                                                                                                                                                                             NATO UNDERSEA RESEARCH CENTRE                                                                        AURUS KENNIS- EN TRAININGSSYSTEMEN B.V.
                                                                                                                                                              STIFTELSEN SINTEF TECHNOLOGY & SOCIETY                            NOKIA OYJ                                                   POLITECNICO DI MILANO

                                                                                                                              UNIVERSITETET I BERGEN                                                                                                                                                CONSIGLIO NAZIONALE DELLE RICERCHE
                                                                                                                                                                                       CLEAR COMMUNICATION ASSOCIATES LIMITED - CCA                                                                                                                                                    EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH
                                                                                                                                                                                                                                                                                                                                                            ZENTRUM FUER SOZIALE INNOVATION
                                                                                                                                                                                                                                                                                                                                                                                                                                   BRUNEL UNIVERSITY

                                                                                                                                  UNIVERSITETET I OSLO                                                                                                            SCIENTER SCRL
                                                                                                                                                                                                                                                                                                                                                                                  UNIVERSITAET GRAZ
                                                                                                                                                                                                    UNIVERSITE JOSEPH FOURIER GRENOBLE 1                                                                                                                                                                                                                                                         ALMA MATER STUDIORUM-UNIVERSITA DI BOLOGNA
                                                                                                                                                                                                                                                                                                                       OPEN UNIVERSITEIT NEDERLAND
                                                                                                                                                                                                                                                                                                                                                                                                                                     BIT MEDIA E-LEARNING SOLUTION GMBH AND CO KG
                                                                                                                                                                                                                                            ALBERT-LUDWIGS-UNIVERSITAET FREIBURG

                                                                                                                                                                                         UNIVERSITA DEGLI STUDI DI VERONA
                                                                                                                            UNIVERSITAET DUISBURG-ESSEN                                                                                                                                                                                                                                     WIRTSCHAFTSUNIVERSITAET WIEN
                                                                                                                                                                          SIVECO ROMANIA SA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          SONY FRANCE S.A.
                                                                         DE PRAKTIJK, NATUURWETENSCHAPPELIJK ONDERWIJS V.O.F.
                                                                                                                                                                                                                                                                                                              THE UNIVERSITY OF NOTTINGHAM
                                                                                                                                                                    ERASMUS UNIVERSITEIT ROTTERDAM                                  LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN                                                                                                                                                                               TAKOMAT JOHNE, SCHNATMANN, SCHWARZ GBR
                                                                                                                                                                                                             CYNTELIX CORPORATION LIMITED
                                                                                                                     FUNDACIO PER A LA UNIVERSITAT OBERTA DE CATALUNYA                                                                                                                                                                           THE OPEN UNIVERSITY                                                UNIVERSITE CATHOLIQUE DE LOUVAIN
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              GOETEBORGS UNIVERSITET
                                                                                                                                                                                              UNIVERSITA DEGLI STUDI DELL'AQUILA                  UNIVERSITY OF BRISTOL
                                                                                                                                                               MOMA SPA                                                                                                                    NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
                                                                                                                                                                                                                                                                                    ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE                                                                   UNIVERSITA DELLA SVIZZERA ITALIANA
                                                                                                                                                                                                                                                                                                                                                      TECHNISCHE UNIVERSITEIT DELFT
                                                                                                                                                                       UNIVERSIDAD DE SALAMANCA
                                                                                                                                                                                                                                                                                                                                                                                               THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF CAMBRIDGE
                                                                                                                                                                                                                                                                                                                                                                                                                                                        ZENTRUM FUER GRAPHISCHE DATENVERARBEITUNG E.V.
                                                                                                                                                                                      MOHOLY-NAGY MUVESZETI EGYETEM
                                                                                                                                                                                                                                                                                                                                                                                        UNIVERSITY OF LEICESTER
                                                                                                                                                                                                                                                                                                                                                                     FRAUNHOFER IAF
                                                                                                                                                                                                                                   UNIVERSITY OF SUSSEX
                                                                                                                                                                                                                                                                          TECHNISCHE UNIVERSITAET GRAZ                                                                                                                      TECHNISCHE UNIVERSITEIT EINDHOVEN
                                                                                                        CENTRO DI RICERCA IN MATEMATICA PURA ED APPLICATA - CONSORZIO CENTR ZA ZNANSTVENO VIZUALIZACIJO
                                                                                                                                                             AMNIN D.O.O
                                                                                                                                                                                                                                                                                                   GOTTFRIED WILHELM LEIBNIZ UNIVERSITAET HANNOVER


                                                                                                                                                                                         INOVACIJSKO-RAZVOJNI INSTITUT UNIVERZE V LJUBLJANI                                                                                                                                                             VRIJE UNIVERSITEIT BRUSSEL                                         THE UNIVERSITY OF EXETER
                                                                         ENGINEERING - INGEGNERIA INFORMATICA SPA
                                                                                                                                                                                                                                                                                                        UPPSALA UNIVERSITET
                                                                                                                                                                                                                                                                                                                                                  IMC INFORMATION MULTIMEDIA COMMUNICATION AG                                                              TESTALUNA SRL
                                                                                                                                                                  BLEKINGE TEKNISKA HOEGSKOLA                                         SAXO BANK AS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                NATIONAL AND KAPODISTRIAN UNIVERSITY OF ATHENS


                                                                                                                                                             LIBERA UNIVERSITA DI BOLZANO                                                   FONDAZIONE BRUNO KESSLER       EXACT LEARNING SOLUTIONS SPA                                            U&I LEARNING NV
                                                                                                               AMIS DRUZBA ZA TELEKOMUNIKACIJE D.O.O.                                                      UNIVERSITA DEGLI STUDI DI PADOVA

                                                                                                                                                                                                                                                                                                     MEDIEN IN DER BILDUNG
                                                                                                                                                                                                                                                                                                                                                       THE BRITISH INSTITUTE FOR LEARNINGAND DEVELOPMENT LBG



                                                                                                                                                                                                                                                                                                                           SHANGHAI JIAO TONG UNIVERSITY                          FESTO LERNZENTRUM SAAR GMBH

                                                                                                   HEALTHWARE SPA - PHI
                                                                                                                                                                UNIVERSITAET INNSBRUCK
                                                                                                                                                                                                                                   KOMPETENZZENTRUM FUER WISSENSBASIERTE ANWENDUNGEN UND SYSTEME FORSCHUNGS - UND ENTWICKLUNGS GMBH
                                                                                                                                                                                                                                                                                                                                 UNIVERSITAET KOBLENZ-LANDAU
                                                                                                                                                                                                                       SAP AG
                                                                                                                                                                CENTRE INTERNACIONAL DE METODES NUMERICS EN ENGINYERIA
                                                                                                                                                                                                                                                                                                     THE UNIVERSITY OF WARWICK
                                                                                                                          UNIVERSITA DEGLI STUDI DI MILANO
                                                                                                                                                                                                                                                BAR ILAN UNIVERSITY                                                                                                    DEUTSCHES FORSCHUNGSZENTRUM FUER KUENSTLICHE INTELLIGENZ GMBH


                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            KATHOLISCHE UNIVERSITAT EICHSTATT-INGOLSTADT
                                                                                                                                                                                                                                                                                                                                                IMAGINARY SRL
                                                                                                                                                                                                                                FORSCHUNGSZENTRUM INFORMATIK AN DER UNIVERSITAET KARLSRUHE                                                                                    EMPOWERTHEUSER LTD
                                                                                                                                                                                                                                                                                                               UNIVERSITY OF HAIFA
                                                                                                                                                                                                                                                                                                                                                       TRACOIN QUALITY BV
                                                                                                                                                                                                                                                                                                                                                                                        THE PROVOST FELLOWS AND SCHOLARS OF THE COLLEGE OF THE HOLY AND UNDIVIDED TRINITY OF QUEEN ELIZABETH NEAR DUBLIN
                                                                                                                                                                                                                          UNIVERSITAET PADERBORN                                                                          INFOMAN AG
                                                                                                                                                                                                                                                                                                                                                            UNIVERSITY OF LEEDS
                                                                                                                                                                                                                                                                                    RUHR-UNIVERSITAET BOCHUM


                                                                                                                                                                                                                                                                                                                                                                  INSTITUTE OF EDUCATION, UNIVERSITY OF LONDON
                                                                                                                                                                                         FACHHOCHSCHULE NORDWESTSCHWEIZ                                                               THE UNIVERSITY OF BIRMINGHAM
                                                                                                                                                                                                                                   PONTYDYSGU LTD                                                                     THE CITY UNIVERSITY




Lehrstuhl Informatik 5                                                                                                                                                                LONDON METROPOLITAN UNIVERSITY
                                                                                                                                                                                                                                       BOC ASSET MANAGEMENT GMBH


                                                                                                                                                                                                                                                                                            UNI RESEARCH AS
                                                                                                                                                                                                                                                                                                                        VEREIN OFFENES LERNEN
                                                                                                                                                                                                                                                                                                                                                                                                                                                                      THE HEBREW UNIVERSITY OF JERUSALEM


                                                                                                                                                                                                                                                          COPENHAGEN BUSINESS SCHOOL                                                         REGOLA SRL
                                                                                                                                                                                                                                                                                                                                                      BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY*


(Informationssysteme)                                                                                                                                                                                                                                                                        NEUROLOGISCHE KLINIK GMBH BAD NEUSTADT
                                                                                                                                                                                                                                                                                                                                                      REGISTERED NURSING HOME ASSOCIATION LIMITED




   Prof. Dr. M. Jarke                                                                                                                                                                                                                           BOC INFORMATION TECHNOLOGIES CONSULTING SP. Z.O.O.



                                                                                                                                                                                                                                                                                               JOANNEUM RESEARCH FORSCHUNGSGESELLSCHAFT MBH
                                                                                                                                                                                              SOLUCIONES INTEGRALES DE FORMACION Y GESTION STRUCTURALIA, S.A


  I5-MD-XXXX11-15                                                                                                                                                                                                                                           MTO PSYCHOLOGISCHE FORSCHUNG UND BERATUNG GMBH
                                                                                                                                                                                                                                                                                                                          FRIEDRICH-ALEXANDER UNIVERSITAET ERLANGEN - NUERNBERG
TALLINNA ULIKOOL
                                                               FUTURELAB EDUCATION

L TECHNICAL UNIVERSITY OF ATHENS                                                                HERIOT-WATT UNIVERSITY
                                                                                                                                                                                                                    INI DOO
                                            EDUCATIO PUBLIC SERVICES NON-PROFIT LLC                                                             THE UNIVERSITY OF BOLTON
                www.telmap.org
                 MORPHEUS SOFTWARE VOF



 TILEPIKOINONION ETAIREIA PERIORISMENIS EFTHINIS
                                                                                       Project collaborations                                                       UNIVERSIDAD COMPLUTENSE DE MADRID
                                                                                                                                                                                                                        ATHABASCA UNIVERSITY

                                                                                                                                                   CENTRE EUROPEEN D'EDUCATION PERMANENTE
                www.galanoe.eu                                                            AALTO-KORKEAKOULUSAATIO
                  SPACE APPLICATIONS SERVICES NV                                                                                                                                                                  EBERHARD KARLS UNIVERSITA

                                                                                                                                          FUNDACION ESADE

                           UNIVERSITY OF PIRAEUS RESEARCH CENTER

                                                                                                                                               TTY-SAATIO
                                                                                                                                                                            MINISTERUL APARARII NATIONALE
               www.role-project.eu                                              SERIOUS GAMES INTERACTIVE ALBORG UNIVERSITET
                                                                                                        A
                                                                                                                           UNIVERSITY OF THE WEST OF SCOTLAND
                                                                                                                                                                  UNIVERSITE PAUL SABATIER TOULOUSE III
          INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E COMPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBOA                                                                                                   KUNGLIGA TEKNISKA HOEGS
 VERSITAT HILDESHEIM
                                                                                                                                CYNTELIX CORPORATION BV
                                                                                                                                                                                                                   THE UNIVERSITY OF MANCHES
                                                                                                                                                                                       UNIVERSITEIT UTRECHT
                                                                                                                                               PLAYGEN LTD
                                                                                                                                                                                                                           UNIVERSITATEA POL




                        UNIVERSITY COLLEGE LONDON              KATHOLIEKE UNIVERSITEIT LEUVEN                                                  ORT FRANCE    ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA


                                                                                                                                                                                                  UNIVERSITA DEGLI STUDI DI GENOVA
 SIEMENS AKTIENGESELLSCHAFT OESTERREICH

                                                                        BIBA - BREMER INSTITUT FUER PRODUKTION UND LOGISTIK GMBH
RANICZONA ODPOWIEDZIALNOSC IA                                                                                                                                                                                                      GIUNTI LABS
                                                                                                                                                                 RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHEN
                                     VIRTECH LTD                                    COVENTRY UNIVERSITY


                                                                                                                                                             NATO UNDERSEA RESEARCH CENTRE
GY & SOCIETY                           NOKIA OYJ                                                POLITECNICO DI MILANO

                                                                                                          CONSIGLIO NAZIONALE DELLE RICERCHE
 AR COMMUNICATION ASSOCIATES LIMITED - CCA                                                                                                                                             EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH
                                                                                                                                                            ZENTRUM FUER SOZIALE INNOVATION



                                                                      SCIENTER SCRL
                                                                                                                                                                              UNIVERSITAET GRAZ
          UNIVERSITE JOSEPH FOURIER GRENOBLE 1
                                                                                                                         OPEN UNIVERSITEIT NEDERLAND
                                                                                                                                                                                                                                  BIT MEDIA E-LE
                                                   ALBERT-LUDWIGS-UNIVERSITAET FREIBURG

UNIVERSITA DEGLI STUDI DI VERONA
                                                                                                                                                                                         WIRTSCHAFTSUNIVERSITAET WIEN



                                                                                                                  THE UNIVERSITY OF NOTTINGHAM
ROTTERDAM                                  LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN
                    CYNTELIX CORPORATION LIMITED
                                                                                                                                                  THE OPEN UNIVERSITY                                           UNIVERSITE CATHOLIQUE DE LOU
            Lehrstuhl Informatik 5
            (Informationssysteme)
   UNIVERSITA DEGLI STUDI DELL'AQUILA                   UNIVERSITY OF BRISTOL
                                                                                               NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
               Prof. Dr. M. Jarke                                                       ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE                                                             UNIVERSITA DELLA SVIZZERA ITALIANA
                                                                                                                                                       TECHNISCHE UNIVERSITEIT DELFT
              I5-MD-XXXX11-16
                                                                                                                                                                                             THE CHANCELLOR, MASTERS AND SCHOLARS OF THE U
www.telmap.org


                                    Top collaborators in FP7
  www.galanoe.eu


                         Technische Universität Graz, Austria (82 conn. in 7 projects)
 www.role-project.eu
                         Open Universiteit Nederland, Netherlands (67 / 5)
                         Aalto-Korkeakoulusaatio, Finland (66 / 3)
                         Katholieke Universiteit Leuven, Belgium (63 / 4).
                         ATOS Origin Sociedad Anonima Espanola, Spain (59 / 4)




Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-17
www.telmap.org


                                Project collaborations FP6,7, ECP
  www.galanoe.eu


                         605 organizations
 www.role-project.eu     in 77 projects
                         creating 9K+
                         collaboration ties




Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-18
www.telmap.org


                                                           Top 10 organizations
  www.galanoe.eu




                                              Organization                              PR ▼          BC            LC          DC           CC       Funding*
 www.role-project.eu
                         THE OPEN UNIVERSITY                                          .0125 [1]    .1209 [1] .2135 [603]      220 [1]   .5421 [1]      3.55 [3]
                         KATHOLIEKE UNIVERSITEIT LEUVEN                               .0090 [2]    .0770 [2] .1701 [605]      149 [3]   .5628 [5]      2.56 [5]
                         OPEN UNIVERSITEIT NEDERLAND                                  .0085 [3]    .0411 [5] .2159 [602]      133 [7]   .6014 [6]      3.45 [4]
                         JYVASKYLAN YLIOPISTO                                         .0080 [4]    .0667 [3] .3168 [590]      170 [2]   .5480 [2]      1.26 [39]
                         DEUTSCHES FORSCHUNGSZENTRUM FUER
                                                                                      .0066 [5]    .0409 [6] .1892 [604]      107 [25] .5550 [17]      3.68 [1]
                         KUENSTLICHE INTELLIGENZ GMBH
                         ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA                        .0064 [6]    .0237 [15] .4316 [565]     142 [5]   .5335 [4]      1.33 [33]
                         UNIVERSITAET GRAZ                                            .0064 [7]    .0229 [18] .4016 [574]     148 [4]   .5279 [3]      2.03 [10]
                         UNIVERSITEIT UTRECHT                                         .0061 [8]    .0204 [23] .4323 [564]     139 [6]   .5279 [11]     1.62 [19]
                         INESC ID - INSTITUTO DE ENGENHARIA DE
                         SISTEMAS E COMPUTADORES, INVESTIGACAO E                      .0061 [9]    .0368 [7] .4741 [550]      130 [8]   .5261 [19]     1.68 [16]
                         DESENVOLVIMENTO EM LISBOA
                         THE UNIVERSITY OF WARWICK                                    .0058 [10] .0329 [8] .4754 [549]        129 [10] .5025 [10]      1.68 [17]

                          PR = PageRank | BC = Betweenness centrality | LC = Local clustering coefficient | DC = Degree centrality | CC = Closeness centrality




Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-19
www.telmap.org


                                                    Two clustering spheres
  www.galanoe.eu

                                  250
                                                                                                Connectedness of
 www.role-project.eu                                                                            the neighborhood
                                  200



                                  150
                                                                                                137 / 605 (23%)
                                                                                                are on the “higher
                         Degree




                                  100
                                                                                                sphere”.

                                  50



                                   0
                                        0.0   0.2       0.4            0.6          0.8   1.0
                                                     Local clustering coefficient


                          KALEIDOSCOPE (100%), STELLAR (94%), PROLEARN
Lehrstuhl Informatik 5
                          (91%), RE.MATH (88%), GRAPPLE, ALICE, TEL-Map (80%
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-20
                          each), ICOPER (74%) and IMREAL (72%).
www.telmap.org


                                        Top partnership bonds
  www.galanoe.eu



                         Organizational pairing, e.g. OUNL + Hannover, OU +
 www.role-project.eu

                         KUL (6), OU + OUNL / IMC / JYU (5), …
                         The most important projects where the 22 strongest
                         partnership pairs (4 or more projects) participated:
                            1.   PROLEARN (FP6; 16 pairs),
                            2.   ICOPER (eContentplus; 10 pairs),
                            3.   OpenScout (eContentplus; 9 pairs),
                            4.   GRAPPLE (FP7; 8 pairs),
                            5.   STELLAR, ROLE (FP7; 5 pairs), and
Lehrstuhl Informatik 5
(Informationssysteme)
                            7.    PROLIX (FP6, 5 pairs)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-21
www.telmap.org


                                           ∆t – Dynamic SNA
  www.galanoe.eu



                                     Organizations vs Collaborations
 www.role-project.eu



                         1,000                                                   9,340    10,000
                                                                         8,244
                          800                                    7,411                    8,000
                                                         6,609
                                                 6,049
                          600            4,989                                            6,000
                                 4,199                                           605
                                                                         543
                          400                                    477                      4,000
                                                         424
                                                 372
                          200                                            Organizations    2,000
                                         258
                                                                         Collaborations
                                 157
                            0                                                             0
                                 2004    2005    2006    2007    2008    2009    2010
Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-22
www.telmap.org


                                            Dynamic SNA
  www.galanoe.eu



                               Introduction of new organizations
 www.role-project.eu




                         25
                                                    New Projects
                                                    New Organizations per New Project
                         20
                              19.6
                         15
                                      14      14
                                                                                 13
                                                                        12
                         10
                                                      7        9
                                8
                          5                  8.1     7.4
                                     7.2
                                                              5.9       5.5      4.8
                          0
                              2004   2005    2006   2007     2008      2009     2010



Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-23
www.telmap.org


                                                   Dynamic SNA
  www.galanoe.eu



                                                      Fresh blood?!
 www.role-project.eu
                         25    23.0
                                     Ratio of New Organizations in Consortia of New Projects
                                                     Avg. Consortium Size of New Projects
                         20          Avg. Consortium New Organizations per New Project
                                                     Size of New Projects
                           100%                                                                  50
                              19.6 85%                         14.1
                         15
                            90%                                                                  45
                                              12.1    12.0               12.6      11.9
                            80%       10.9 66%      67%                                          40
                                                              62%
                         10 70%                                                                  35
                            60%                                                                  30
                                                                        42%       44%     40%
                          5 50%                8.1    7.4                                        25
                                      7.2
                            40%                                 5.9       5.5                    20
                                   23.0                                            4.8
                          0 30%                                                                  15
                            20%
                              2004   2005     2006   2007      2008      2009
                                                                        14.1      2010           10
                            10%            10.9    12.1      12.0                 12.6    11.9   5
                             0%                                                                  0
Lehrstuhl Informatik 5
                                   2004    2005    2006      2007       2008      2009    2010
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-24
www.telmap.org


                            Want to explore?
  www.galanoe.eu



                         Widget based query explorer
 www.role-project.eu




Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-25
www.telmap.org


                                     TEL projects SNA dashboard
  www.galanoe.eu



                         Widget:
 www.role-project.eu
                            http://learningfrontiers.eu/extras/widgets/mediabase/?db=projects
                         Timeseries query (annotated timeline)
                            select makedate(year(date_start), 1), avg(funding) as 'Avg Funds',
                            max(funding) as 'Max Funds', sum(funding) as 'Sum Funds', count(*)
                            as Projects from projectspace_projects where is_tel = 1 group by
                            makedate(year(date_start), 1) order by 1 asc

                         SNA query (graph visualization)
                            select a.acronym as Project1, b.acronym as Project2, count(*) as
                            'Number of overlapping partners' from (select acronym,
                            pt.project_id, pt.participant_id from
                            projectspace_project_participants pt, projectspace_projects p
                            where p.id=pt.project_id and p.is_tel=1 and programme='FP7') a,
                            (select acronym, pt.project_id, pt.participant_id from
                            projectspace_project_participants pt, projectspace_projects p
                            where p.id=pt.project_id and p.is_tel=1 and programme='FP7') b
Lehrstuhl Informatik 5      where a.project_id > b.project_id and a.participant_id =
(Informationssysteme)
   Prof. Dr. M. Jarke       b.participant_id group by a.acronym, b.acronym order by 3 desc
  I5-MD-XXXX11-26
www.telmap.org


                                          Key findings
  www.galanoe.eu


                         IPs and NoEs and large ECP consortia are most central
 www.role-project.eu
                         projects (also: partnership bonds, clustering)
                         “Multicultural” list of top organizations
                         ECP as incubator for FP7 projects; strengthened weak
                         ties. Research follows money.
                         Two classes: clustered/loose neighborhood. Some
                         achieve a clustering-paribus increase in SNA metrics
                         Fresh blood is draining; bonds are growing stronger.
                         We’re a family.
                         SNA is capable of revealing clusters of organizations
Lehrstuhl Informatik 5
                         and projects that can be used as indicators of impact
(Informationssysteme)
   Prof. Dr. M. Jarke    and sustainability
  I5-MD-XXXX11-27
www.telmap.org


                                         Read and see more…
  www.galanoe.eu



                         Stories, results, and widgets
 www.role-project.eu

                            http://learningfrontiers.eu


                         TEL-Map deliverable D4.3 (end Sept)
                           http://telmap.org


                         Stay tuned
                           #telroadmaps, @klamma, @quickmick

Lehrstuhl Informatik 5
(Informationssysteme)
   Prof. Dr. M. Jarke
  I5-MD-XXXX11-28

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Mapping the European TEL Project Landscape Using Social Network Analysis and Advanced Query Visualization

  • 1. www.telmap.org ADVTEL @ ECTEL 2011 September 20, 2011 Palermo, Sicily www.galanoe.eu www.role-project.eu Mapping the European TEL Project Landscape Using Social Network Analysis and Advanced Query Visualization M. Derntl, D. Renzel, R. Klamma Information Systems and Databases RWTH Aachen University, Aachen, Germany derntl@dbis.rwth-aachen.de Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-1
  • 2. www.telmap.org Work context www.galanoe.eu www.role-project.eu Mapping and roadmapping for TEL Understanding the current TEL landscape Finding strong and weak signals for change at different levels Different methods, e.g. Delphi, Community modeling, Text analysis, Visual analytics, etc. Lehrstuhl Informatik 5 (Informationssysteme) Here: Social network analysis and visualization Prof. Dr. M. Jarke I5-MD-XXXX11-2
  • 3. www.telmap.org TEL-Map Mediabase www.galanoe.eu www.role-project.eu Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-3
  • 4. www.telmap.org Component Layers www.galanoe.eu www.role-project.eu Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-4
  • 5. www.telmap.org SNA and TM in TEL sources www.galanoe.eu Social Network Analysis Topic Mining www.role-project.eu •Most central authors in TEL •Rising and falling terms in TEL paper •Most frequent collaborations on TEL papers abstracts and keywords TEL •Most important TEL conferences and journals •Co-occurrence of topics in TEL papers Papers •Development characteristics of authorship •Topics addressed by most important networks in TEL conferences. TEL authors/papers •Consortium progression between projects •Topic distribution and shifts in TEL •Partner collaborations across TEL projects project foci over time TEL •Most central organizations in TEL projects •Funding and partners related to topics Projects •Most central TEL projects in TEL projects •Development of SNA metrics in project collaboration network over time •Citation network in TEL blogs •Topic bursts in TEL blogs over time TEL •Most central web sources referenced in TEL blogs •Topic shifts in TEL blogs over time Media •Authorities and hubs in the TEL blogosphere Lehrstuhl Informatik 5 (Informationssysteme) •Co-occurrence of words/bursts in blog entries Prof. Dr. M. Jarke I5-MD-XXXX11-5
  • 6. www.telmap.org www.galanoe.eu www.role-project.eu Main source: Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke CORDIS I5-MD-XXXX11-6
  • 7. www.telmap.org TEL Projects – Data model www.galanoe.eu www.role-project.eu Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-7
  • 8. www.telmap.org Data set www.galanoe.eu Progr. Call # Projects (acronyms) Call 2005 4 CITER, JEM, MACE, MELT www.role-project.eu Call 2006 7 COSMOS, EdReNe, EUROGENE, eVip, Intergeo, KeyToNature, Organic.Edunet ECP Call 2007 3 ASPECT, iCOPER, EduTubePlus Call 2008 5 LiLa, Math-Bridge, mEducator, OpenScienceResources, OpenScout IST-2002- CONNECT, E-LEGI, ICLASS, KALEIDOSCOPE, LEACTIVEMATH, PROLEARN, 8 2.3.1.12a TELCERT, UNFOLD IST-2004- APOSDLE, ARGUNAUT, ATGENTIVE, COOPER, ECIRCUS, ELEKTRA, I-MAESTRO, FP6 2.4.10b 14 KP-LAB, L2C, LEAD, PALETTE, PROLIX, RE.MATH, TENCOMPETENCE IST-2004- ARISE, CALIBRATE, ELU, EMAPPS.COM, ICAMP, LOGOS, LT4EL, MGBL, UNITE, 10 2.4.13c VEMUS ICT-2007.4.1d 6 80DAYS, GRAPPLE, IDSPACE, LTFLL, MATURE, SCY ICT-2007.4.3d 7 COSPATIAL, DYNALEARN, INTELLEO, ROLE, STELLAR, TARGET, XDELIA FP7 ALICE, ARISTOTELE, ECUTE, GALA, IMREAL, ITEC, METAFORA, MIROR, ICT-2009.4.2b 13 MIRROR, NEXT-TELL, SIREN, TEL-MAP, TERENCE Lehrstuhl Informatik 5 Total: 77 (Informationssysteme) a … Technology-enhanced learning and access to cultural heritage” c … Strengthening the Integration of the ICT research effort in an Enlarged Europe” Prof. Dr. M. Jarke b … Technology-Enhanced Learning d I5-MD-XXXX11-8 … Digital libraries and technology-enhanced learning”
  • 9. www.telmap.org Data set www.galanoe.eu www.role-project.eu New projects per programme per year 15 14 FP7 13 FP6 12 11 eContentplus 10 9 10 7 8 7 14 13 6 6 5 4 8 7 3 2 4 5 1 3 0 2004 2005 2006 2007 2008 2009 2010 Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-9
  • 10. www.telmap.org TEL projects as social networks www.galanoe.eu P … projects www.role-project.eu O … organizations Consortium membership ∶ → { 1, 0 } Project consortium progression , , ∶ , ∈ ∧ ∧∃ ∈ ∶ , ∧ , Organizational collaboration , Lehrstuhl Informatik 5 , ∶ , ∈ ∧ ∧∃ ∈ ∶ , ∧ , (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-10
  • 11. www.telmap.org GP – FP7 project progression www.galanoe.eu www.role-project.eu Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-11
  • 12. www.telmap.org FP6, FP7, FP6, FP7, ECP projects eContentplus www.galanoe.eu www.role-project.eu Central role of IPs and NoEs as sources and harbors of consortia Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke eContentplus as “gap filler” I5-MD-XXXX11-12
  • 13. www.telmap.org Project ranking www.galanoe.eu Local Progr- Start Authority Page- Weighted Close. Betw. www.role-project.eu PROJECT Hub Degree Clust. amme Year ▼ Rank Degree Centrality Centrality Coeff. GALA FP7 2010 .0546 [1] .0634 [1] .0338 [4] 42 [3] 79 [5] .6847 [4] .0585 [3] .3449 [74] OpenScout ECP 2009 .0442 [2] .0495 [2] .0287 [6] 37 [6] 72 [6] .6609 [6] .0310 [7] .4790 [56] TEL-MAP FP7 2010 .0416 [3] .0000 [75] .0207 [11] 31 [11] 51 [11] .6230 [11] .0147 [20] .5032 [50] STELLAR FP7 2009 .0403 [4] .0464 [3] .0324 [5] 42 [3] 81 [4] .6909 [3] .0390 [4] .4135 [71] ROLE FP7 2009 .0338 [5] .0386 [4] .0252 [8] 36 [7] 61 [8] .6552 [7] .0347 [6] .4540 [63] iCOPER ECP 2008 .0338 [5] .0386 [4] .0354 [3] 39 [5] 91 [3] .6667 [5] .0224 [12] .4764 [59] Math-Bridge ECP 2009 .0299 [7] .0340 [6] .0156 [18] 26 [15] 35 [17] .5891 [16] .0163 [15] .5446 [42] ASPECT ECP 2008 .0286 [8] .0309 [7] .0250 [9] 30 [12] 59 [9] .6179 [12] .0289 [8] .4989 [55] mEducator ECP 2009 .0260 [9] .0294 [8] .0135 [23] 24 [18] 28 [26] .5891 [16] .0234 [10] .5580 [40] ITEC FP7 2010 .0260 [9] .0294 [8] .0167 [16] 22 [22] 37 [16] .5758 [23] .0176 [14] .5022 [51] MIRROR FP7 2010 .0260 [9] .0294 [8] .0129 [25] 24 [18] 29 [23] .5802 [20] .0061 [30] .6051 [33] Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-13
  • 14. www.telmap.org Geo-mapping www.galanoe.eu http://is.gd/fp7telmap www.role-project.eu Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-14
  • 15. www.telmap.org GO – Project collaborations FP7 www.galanoe.eu Each project creates ties among ist consortium members www.role-project.eu CENTRAL LABORATORY OF GENERAL ECOLOGY - ZENTRALNA LABORATORIYA PO OBSCHTA EKOLOGIYA NATIONAL UNIVERSITY CORPORATION, KYOTO UNIVERSITY FACULTES UNIVERSITAIRES NOTRE-DAME DE LA PAIX ASBL INSTITUTO DE EDUCAÇÃO DA UNIVERSIDADE DE LISBOA EDUCA.CH INSTITUT SUISSSE DES MEDIAS POUR LA FORMATION ET LA CULTURE WAGENINGEN UNIVERSITEIT SVIETIMO INFORMACINIU TECHNOLOGIJU CENTRAS UNIVERSIDAD POLITECNICA DE MADRID UNIVERSIDAD DE VIGO UNI-C, DANMARKS EDB-CENTER FOR FORSKNING OG UDDANNELSE MAKASH - ADVANCING CMC APPLICATIONS IN EDUCATION, CULTURE AND SCIENCE EUN PARTNERSHIP AISBL TIIGRIHUPPE SIHTASUTUS MINISTERIO DA EDUCACAO TEL AVIV UNIVERSITY THE MANCHESTER METROPOLITAN UNIVERSITY GAKO HOJIN SEIKEI GAKUEN UNIVERSITAET FUER BODENKULTUR WIEN UNIVERSITEIT VAN AMSTERDAM INDIRE ISTITUTO NAZIONALE DI DOCUMENTAZIONE PER L'INNOVAZIONE E LA RICERCA EDUCATIVA FACULTY OF ORGANIZATIONAL SCIENCES, UNIVERSITY OF BELGRADE BUNDESMINISTERIUM FÜR UNTERRICHT, KUNST UND KULTUR UNIVERSITAET AUGSBURG CENTRE NATIONAL DE DOCUMENTATION PEDAGOGIQUE JACOBS UNIVERSITY BREMEN GGMBH NATIONAL MINISTRY OF EDUCATION ICODEON LIMITED THE REGENTS OF THE UNIVERSITY OF CALIFORNIA EDUBIT VZW UNIVERSITY OF SUNDERLAND UNIVERSITY OF HULL KNOWLEDGE MARKETS CONSULTING GMBH SENTER FOR IKT I UTDANNINGEN ELFA S.R.O. EESTI OPETAJATE LIIT PROMETHEAN LIMITED FUNDAÇÃO UNIVERSIDADE DE BRASILIA SMART TECHNOLOGIES (GERMANY) GMBH UNIVERSITY OF BATH TALLINNA ULIKOOL FUTURELAB EDUCATION INSTITUT FÜR ANGEWANDTE SYSTEMTECHNIK BREMEN GMBH VOLKSWAGEN AG NATIONAL TECHNICAL UNIVERSITY OF ATHENS HERIOT-WATT UNIVERSITY INI DOO EDUCATIO PUBLIC SERVICES NON-PROFIT LLC THE UNIVERSITY OF BOLTON MORPHEUS SOFTWARE VOF UNIVERSIDAD COMPLUTENSE DE MADRID EXTRIM MINTIA SOLOUSIONS ETAIREIA PLIROFORIKIS KAI TILEPIKOINONION ETAIREIA PERIORISMENIS EFTHINIS ATHABASCA UNIVERSITY CENTRE EUROPEEN D'EDUCATION PERMANENTE AALTO-KORKEAKOULUSAATIO SPACE APPLICATIONS SERVICES NV EBERHARD KARLS UNIVERSITAET TUEBINGEN FUNDACION ESADE LANDESINITIATIVE NEUE KOMMUNIKATIONSWEGE MECKLENBURG-VORPOMMERN E.V. UNIVERSITY OF PIRAEUS RESEARCH CENTER TTY-SAATIO MINISTERUL APARARII NATIONALE IT UNIVERSITY OF COPENHAGEN SERIOUS GAMES INTERACTIVE ALBORG UNIVERSITET A UNIVERSITY OF THE WEST OF SCOTLAND UNIVERSITE PAUL SABATIER TOULOUSE III INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E COMPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBOA KUNGLIGA TEKNISKA HOEGSKOLAN THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO STIFTUNG UNIVERSITAT HILDESHEIM CYNTELIX CORPORATION BV INSTITUTE FOR PARALLEL PROCESSING OF THE BULGARIAN ACADEMY OF SCIENCES THE UNIVERSITY OF MANCHESTER UNIVERSITEIT UTRECHT PLAYGEN LTD ENOVATE AS UNIVERSITATEA POLITEHNICA DIN BUCURESTI TARTU ULIKOOL UNIVERSITY OF CYPRUS UNIVERSITY COLLEGE LONDON KATHOLIEKE UNIVERSITEIT LEUVEN ORT FRANCE ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA JYVASKYLAN YLIOPISTO UNIVERSITA DEGLI STUDI DI GENOVA SIEMENS AKTIENGESELLSCHAFT OESTERREICH UNIVERSITE PIERRE MENDES FRANCE BIBA - BREMER INSTITUT FUER PRODUKTION UND LOGISTIK GMBH LEAN ENTERPRISE INSTITUTE POLSKA SPOLKA Z OGRANICZONA ODPOWIEDZIALNOSC IA GIUNTI LABS S.R.L. RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHEN COMPEDIA SOFTWARE & HARDWARE DEVELOPMENT LTD FRAUNHOFER-GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V VIRTECH LTD COVENTRY UNIVERSITY STICHTING TECHNASIUM HOGSKOLEN I OSLO UNIVERSITEIT TWENTE NATO UNDERSEA RESEARCH CENTRE AURUS KENNIS- EN TRAININGSSYSTEMEN B.V. STIFTELSEN SINTEF TECHNOLOGY & SOCIETY NOKIA OYJ POLITECNICO DI MILANO UNIVERSITETET I BERGEN CONSIGLIO NAZIONALE DELLE RICERCHE CLEAR COMMUNICATION ASSOCIATES LIMITED - CCA EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH ZENTRUM FUER SOZIALE INNOVATION BRUNEL UNIVERSITY UNIVERSITETET I OSLO SCIENTER SCRL UNIVERSITAET GRAZ UNIVERSITE JOSEPH FOURIER GRENOBLE 1 ALMA MATER STUDIORUM-UNIVERSITA DI BOLOGNA OPEN UNIVERSITEIT NEDERLAND BIT MEDIA E-LEARNING SOLUTION GMBH AND CO KG ALBERT-LUDWIGS-UNIVERSITAET FREIBURG UNIVERSITA DEGLI STUDI DI VERONA UNIVERSITAET DUISBURG-ESSEN WIRTSCHAFTSUNIVERSITAET WIEN SIVECO ROMANIA SA SONY FRANCE S.A. DE PRAKTIJK, NATUURWETENSCHAPPELIJK ONDERWIJS V.O.F. THE UNIVERSITY OF NOTTINGHAM ERASMUS UNIVERSITEIT ROTTERDAM LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN TAKOMAT JOHNE, SCHNATMANN, SCHWARZ GBR CYNTELIX CORPORATION LIMITED FUNDACIO PER A LA UNIVERSITAT OBERTA DE CATALUNYA THE OPEN UNIVERSITY UNIVERSITE CATHOLIQUE DE LOUVAIN GOETEBORGS UNIVERSITET UNIVERSITA DEGLI STUDI DELL'AQUILA UNIVERSITY OF BRISTOL MOMA SPA NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE UNIVERSITA DELLA SVIZZERA ITALIANA TECHNISCHE UNIVERSITEIT DELFT UNIVERSIDAD DE SALAMANCA THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF CAMBRIDGE ZENTRUM FUER GRAPHISCHE DATENVERARBEITUNG E.V. MOHOLY-NAGY MUVESZETI EGYETEM UNIVERSITY OF LEICESTER FRAUNHOFER IAF UNIVERSITY OF SUSSEX TECHNISCHE UNIVERSITAET GRAZ TECHNISCHE UNIVERSITEIT EINDHOVEN CENTRO DI RICERCA IN MATEMATICA PURA ED APPLICATA - CONSORZIO CENTR ZA ZNANSTVENO VIZUALIZACIJO AMNIN D.O.O GOTTFRIED WILHELM LEIBNIZ UNIVERSITAET HANNOVER INOVACIJSKO-RAZVOJNI INSTITUT UNIVERZE V LJUBLJANI VRIJE UNIVERSITEIT BRUSSEL THE UNIVERSITY OF EXETER ENGINEERING - INGEGNERIA INFORMATICA SPA UPPSALA UNIVERSITET IMC INFORMATION MULTIMEDIA COMMUNICATION AG TESTALUNA SRL BLEKINGE TEKNISKA HOEGSKOLA SAXO BANK AS NATIONAL AND KAPODISTRIAN UNIVERSITY OF ATHENS LIBERA UNIVERSITA DI BOLZANO FONDAZIONE BRUNO KESSLER EXACT LEARNING SOLUTIONS SPA U&I LEARNING NV AMIS DRUZBA ZA TELEKOMUNIKACIJE D.O.O. UNIVERSITA DEGLI STUDI DI PADOVA MEDIEN IN DER BILDUNG THE BRITISH INSTITUTE FOR LEARNINGAND DEVELOPMENT LBG SHANGHAI JIAO TONG UNIVERSITY FESTO LERNZENTRUM SAAR GMBH HEALTHWARE SPA - PHI UNIVERSITAET INNSBRUCK KOMPETENZZENTRUM FUER WISSENSBASIERTE ANWENDUNGEN UND SYSTEME FORSCHUNGS - UND ENTWICKLUNGS GMBH UNIVERSITAET KOBLENZ-LANDAU SAP AG CENTRE INTERNACIONAL DE METODES NUMERICS EN ENGINYERIA THE UNIVERSITY OF WARWICK UNIVERSITA DEGLI STUDI DI MILANO BAR ILAN UNIVERSITY DEUTSCHES FORSCHUNGSZENTRUM FUER KUENSTLICHE INTELLIGENZ GMBH KATHOLISCHE UNIVERSITAT EICHSTATT-INGOLSTADT IMAGINARY SRL FORSCHUNGSZENTRUM INFORMATIK AN DER UNIVERSITAET KARLSRUHE EMPOWERTHEUSER LTD UNIVERSITY OF HAIFA TRACOIN QUALITY BV THE PROVOST FELLOWS AND SCHOLARS OF THE COLLEGE OF THE HOLY AND UNDIVIDED TRINITY OF QUEEN ELIZABETH NEAR DUBLIN UNIVERSITAET PADERBORN INFOMAN AG UNIVERSITY OF LEEDS RUHR-UNIVERSITAET BOCHUM INSTITUTE OF EDUCATION, UNIVERSITY OF LONDON FACHHOCHSCHULE NORDWESTSCHWEIZ THE UNIVERSITY OF BIRMINGHAM PONTYDYSGU LTD THE CITY UNIVERSITY Lehrstuhl Informatik 5 LONDON METROPOLITAN UNIVERSITY BOC ASSET MANAGEMENT GMBH UNI RESEARCH AS VEREIN OFFENES LERNEN THE HEBREW UNIVERSITY OF JERUSALEM COPENHAGEN BUSINESS SCHOOL REGOLA SRL BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY* (Informationssysteme) NEUROLOGISCHE KLINIK GMBH BAD NEUSTADT REGISTERED NURSING HOME ASSOCIATION LIMITED Prof. Dr. M. Jarke BOC INFORMATION TECHNOLOGIES CONSULTING SP. Z.O.O. JOANNEUM RESEARCH FORSCHUNGSGESELLSCHAFT MBH SOLUCIONES INTEGRALES DE FORMACION Y GESTION STRUCTURALIA, S.A I5-MD-XXXX11-15 MTO PSYCHOLOGISCHE FORSCHUNG UND BERATUNG GMBH FRIEDRICH-ALEXANDER UNIVERSITAET ERLANGEN - NUERNBERG
  • 16. TALLINNA ULIKOOL FUTURELAB EDUCATION L TECHNICAL UNIVERSITY OF ATHENS HERIOT-WATT UNIVERSITY INI DOO EDUCATIO PUBLIC SERVICES NON-PROFIT LLC THE UNIVERSITY OF BOLTON www.telmap.org MORPHEUS SOFTWARE VOF TILEPIKOINONION ETAIREIA PERIORISMENIS EFTHINIS Project collaborations UNIVERSIDAD COMPLUTENSE DE MADRID ATHABASCA UNIVERSITY CENTRE EUROPEEN D'EDUCATION PERMANENTE www.galanoe.eu AALTO-KORKEAKOULUSAATIO SPACE APPLICATIONS SERVICES NV EBERHARD KARLS UNIVERSITA FUNDACION ESADE UNIVERSITY OF PIRAEUS RESEARCH CENTER TTY-SAATIO MINISTERUL APARARII NATIONALE www.role-project.eu SERIOUS GAMES INTERACTIVE ALBORG UNIVERSITET A UNIVERSITY OF THE WEST OF SCOTLAND UNIVERSITE PAUL SABATIER TOULOUSE III INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E COMPUTADORES, INVESTIGACAO E DESENVOLVIMENTO EM LISBOA KUNGLIGA TEKNISKA HOEGS VERSITAT HILDESHEIM CYNTELIX CORPORATION BV THE UNIVERSITY OF MANCHES UNIVERSITEIT UTRECHT PLAYGEN LTD UNIVERSITATEA POL UNIVERSITY COLLEGE LONDON KATHOLIEKE UNIVERSITEIT LEUVEN ORT FRANCE ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA UNIVERSITA DEGLI STUDI DI GENOVA SIEMENS AKTIENGESELLSCHAFT OESTERREICH BIBA - BREMER INSTITUT FUER PRODUKTION UND LOGISTIK GMBH RANICZONA ODPOWIEDZIALNOSC IA GIUNTI LABS RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHEN VIRTECH LTD COVENTRY UNIVERSITY NATO UNDERSEA RESEARCH CENTRE GY & SOCIETY NOKIA OYJ POLITECNICO DI MILANO CONSIGLIO NAZIONALE DELLE RICERCHE AR COMMUNICATION ASSOCIATES LIMITED - CCA EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH ZENTRUM FUER SOZIALE INNOVATION SCIENTER SCRL UNIVERSITAET GRAZ UNIVERSITE JOSEPH FOURIER GRENOBLE 1 OPEN UNIVERSITEIT NEDERLAND BIT MEDIA E-LE ALBERT-LUDWIGS-UNIVERSITAET FREIBURG UNIVERSITA DEGLI STUDI DI VERONA WIRTSCHAFTSUNIVERSITAET WIEN THE UNIVERSITY OF NOTTINGHAM ROTTERDAM LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN CYNTELIX CORPORATION LIMITED THE OPEN UNIVERSITY UNIVERSITE CATHOLIQUE DE LOU Lehrstuhl Informatik 5 (Informationssysteme) UNIVERSITA DEGLI STUDI DELL'AQUILA UNIVERSITY OF BRISTOL NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU Prof. Dr. M. Jarke ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE UNIVERSITA DELLA SVIZZERA ITALIANA TECHNISCHE UNIVERSITEIT DELFT I5-MD-XXXX11-16 THE CHANCELLOR, MASTERS AND SCHOLARS OF THE U
  • 17. www.telmap.org Top collaborators in FP7 www.galanoe.eu Technische Universität Graz, Austria (82 conn. in 7 projects) www.role-project.eu Open Universiteit Nederland, Netherlands (67 / 5) Aalto-Korkeakoulusaatio, Finland (66 / 3) Katholieke Universiteit Leuven, Belgium (63 / 4). ATOS Origin Sociedad Anonima Espanola, Spain (59 / 4) Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-17
  • 18. www.telmap.org Project collaborations FP6,7, ECP www.galanoe.eu 605 organizations www.role-project.eu in 77 projects creating 9K+ collaboration ties Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-18
  • 19. www.telmap.org Top 10 organizations www.galanoe.eu Organization PR ▼ BC LC DC CC Funding* www.role-project.eu THE OPEN UNIVERSITY .0125 [1] .1209 [1] .2135 [603] 220 [1] .5421 [1] 3.55 [3] KATHOLIEKE UNIVERSITEIT LEUVEN .0090 [2] .0770 [2] .1701 [605] 149 [3] .5628 [5] 2.56 [5] OPEN UNIVERSITEIT NEDERLAND .0085 [3] .0411 [5] .2159 [602] 133 [7] .6014 [6] 3.45 [4] JYVASKYLAN YLIOPISTO .0080 [4] .0667 [3] .3168 [590] 170 [2] .5480 [2] 1.26 [39] DEUTSCHES FORSCHUNGSZENTRUM FUER .0066 [5] .0409 [6] .1892 [604] 107 [25] .5550 [17] 3.68 [1] KUENSTLICHE INTELLIGENZ GMBH ATOS ORIGIN SOCIEDAD ANONIMA ESPANOLA .0064 [6] .0237 [15] .4316 [565] 142 [5] .5335 [4] 1.33 [33] UNIVERSITAET GRAZ .0064 [7] .0229 [18] .4016 [574] 148 [4] .5279 [3] 2.03 [10] UNIVERSITEIT UTRECHT .0061 [8] .0204 [23] .4323 [564] 139 [6] .5279 [11] 1.62 [19] INESC ID - INSTITUTO DE ENGENHARIA DE SISTEMAS E COMPUTADORES, INVESTIGACAO E .0061 [9] .0368 [7] .4741 [550] 130 [8] .5261 [19] 1.68 [16] DESENVOLVIMENTO EM LISBOA THE UNIVERSITY OF WARWICK .0058 [10] .0329 [8] .4754 [549] 129 [10] .5025 [10] 1.68 [17] PR = PageRank | BC = Betweenness centrality | LC = Local clustering coefficient | DC = Degree centrality | CC = Closeness centrality Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-19
  • 20. www.telmap.org Two clustering spheres www.galanoe.eu 250 Connectedness of www.role-project.eu the neighborhood 200 150 137 / 605 (23%) are on the “higher Degree 100 sphere”. 50 0 0.0 0.2 0.4 0.6 0.8 1.0 Local clustering coefficient KALEIDOSCOPE (100%), STELLAR (94%), PROLEARN Lehrstuhl Informatik 5 (91%), RE.MATH (88%), GRAPPLE, ALICE, TEL-Map (80% (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-20 each), ICOPER (74%) and IMREAL (72%).
  • 21. www.telmap.org Top partnership bonds www.galanoe.eu Organizational pairing, e.g. OUNL + Hannover, OU + www.role-project.eu KUL (6), OU + OUNL / IMC / JYU (5), … The most important projects where the 22 strongest partnership pairs (4 or more projects) participated: 1. PROLEARN (FP6; 16 pairs), 2. ICOPER (eContentplus; 10 pairs), 3. OpenScout (eContentplus; 9 pairs), 4. GRAPPLE (FP7; 8 pairs), 5. STELLAR, ROLE (FP7; 5 pairs), and Lehrstuhl Informatik 5 (Informationssysteme) 7. PROLIX (FP6, 5 pairs) Prof. Dr. M. Jarke I5-MD-XXXX11-21
  • 22. www.telmap.org ∆t – Dynamic SNA www.galanoe.eu Organizations vs Collaborations www.role-project.eu 1,000 9,340 10,000 8,244 800 7,411 8,000 6,609 6,049 600 4,989 6,000 4,199 605 543 400 477 4,000 424 372 200 Organizations 2,000 258 Collaborations 157 0 0 2004 2005 2006 2007 2008 2009 2010 Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-22
  • 23. www.telmap.org Dynamic SNA www.galanoe.eu Introduction of new organizations www.role-project.eu 25 New Projects New Organizations per New Project 20 19.6 15 14 14 13 12 10 7 9 8 5 8.1 7.4 7.2 5.9 5.5 4.8 0 2004 2005 2006 2007 2008 2009 2010 Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-23
  • 24. www.telmap.org Dynamic SNA www.galanoe.eu Fresh blood?! www.role-project.eu 25 23.0 Ratio of New Organizations in Consortia of New Projects Avg. Consortium Size of New Projects 20 Avg. Consortium New Organizations per New Project Size of New Projects 100% 50 19.6 85% 14.1 15 90% 45 12.1 12.0 12.6 11.9 80% 10.9 66% 67% 40 62% 10 70% 35 60% 30 42% 44% 40% 5 50% 8.1 7.4 25 7.2 40% 5.9 5.5 20 23.0 4.8 0 30% 15 20% 2004 2005 2006 2007 2008 2009 14.1 2010 10 10% 10.9 12.1 12.0 12.6 11.9 5 0% 0 Lehrstuhl Informatik 5 2004 2005 2006 2007 2008 2009 2010 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-24
  • 25. www.telmap.org Want to explore? www.galanoe.eu Widget based query explorer www.role-project.eu Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-25
  • 26. www.telmap.org TEL projects SNA dashboard www.galanoe.eu Widget: www.role-project.eu http://learningfrontiers.eu/extras/widgets/mediabase/?db=projects Timeseries query (annotated timeline) select makedate(year(date_start), 1), avg(funding) as 'Avg Funds', max(funding) as 'Max Funds', sum(funding) as 'Sum Funds', count(*) as Projects from projectspace_projects where is_tel = 1 group by makedate(year(date_start), 1) order by 1 asc SNA query (graph visualization) select a.acronym as Project1, b.acronym as Project2, count(*) as 'Number of overlapping partners' from (select acronym, pt.project_id, pt.participant_id from projectspace_project_participants pt, projectspace_projects p where p.id=pt.project_id and p.is_tel=1 and programme='FP7') a, (select acronym, pt.project_id, pt.participant_id from projectspace_project_participants pt, projectspace_projects p where p.id=pt.project_id and p.is_tel=1 and programme='FP7') b Lehrstuhl Informatik 5 where a.project_id > b.project_id and a.participant_id = (Informationssysteme) Prof. Dr. M. Jarke b.participant_id group by a.acronym, b.acronym order by 3 desc I5-MD-XXXX11-26
  • 27. www.telmap.org Key findings www.galanoe.eu IPs and NoEs and large ECP consortia are most central www.role-project.eu projects (also: partnership bonds, clustering) “Multicultural” list of top organizations ECP as incubator for FP7 projects; strengthened weak ties. Research follows money. Two classes: clustered/loose neighborhood. Some achieve a clustering-paribus increase in SNA metrics Fresh blood is draining; bonds are growing stronger. We’re a family. SNA is capable of revealing clusters of organizations Lehrstuhl Informatik 5 and projects that can be used as indicators of impact (Informationssysteme) Prof. Dr. M. Jarke and sustainability I5-MD-XXXX11-27
  • 28. www.telmap.org Read and see more… www.galanoe.eu Stories, results, and widgets www.role-project.eu http://learningfrontiers.eu TEL-Map deliverable D4.3 (end Sept) http://telmap.org Stay tuned #telroadmaps, @klamma, @quickmick Lehrstuhl Informatik 5 (Informationssysteme) Prof. Dr. M. Jarke I5-MD-XXXX11-28