SlideShare une entreprise Scribd logo
1  sur  21
Télécharger pour lire hors ligne
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
1
Learning
Layers
This slide deck is licensed under a Creative Commons Attribution-ShareAlike 3.0 Unported License.
Scaling Community Information
Systems
Ralf Klamma
Advanced Community Information Systems (ACIS)
RWTH Aachen University, Germany
klamma@dbis.rwth-aachen.de
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
2
Learning
Layers
RWTH Aachen University
• 512 professors, 4675 academic and 2443
non-academic colleagues
• Annual budget around 884 million Euros,
445 million Euros funded by third parties
• 1,250 spin-off businesses have created
around 30,000 jobs in the greater Aachen
region over the past 20 years
•  260 institutes in 9 faculties as Europe’s
leading institutions for science and research
•  Currently around 40,375 students are enrolled
in over 130 academic programs
•  Over 6,300 of them are international students
hailing from 120 different countries
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
3
Learning
Layers
Responsive
Open
Community
Information
Systems
Community
Visualization
and
Simulation
Community
Analytics
Community
Support
WebAnalytics
WebEngineering
Advanced Community Information
Systems (ACIS) Group @ RWTH Aachen
Requirements
Engineering
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
4
Learning
Layers
Agenda
CommunityInformationSystems
ScalingCommunityIS
UseCases
Conclusions&Outlook
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
5
Learning
Layers
A Brief History of
Community Information Systems
Digital Media
Technology
Communities of
Practice
(Web 2.0)
Business Processes
Meta
Data
Media
Traces
Semantic
Web
(XML, RDF,
Ontologien)
Multimedia
(XML, VRML,
DC, MPEG)
Organisational
Memories
(XML, HTML,
XTM)
Groupware /
E-Learning
(XML, LOM,
XML-RPC)
Workflows
(XML,
BPEL)
Web Services
(XML, WSDL,
SOAP,UDDI)
Klamma: Social Software and Community Information Systems, 2010
Social
Software
(XML, HTTP,
RSS)
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
6
Learning
Layers
The Fragmented Nature of the Web
The Web is a scale
free, fragmented
network
•  Power Laws (Pareto Distribution etc.)
•  95 % of users are in the long tail
(Communities)
•  Collaboration and Learning is based
on trust and passion
IslandsTendrils
IN Continent Central Core OUT Continent
Tubes
Barabasi: Linked – The New Science of Networks, 2002
Anderson: The Long Tail: Why the Future of
Business is Selling Less of More, 2006
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
7
Learning
Layers
Communities of Practice
Communities of practice (CoP) are
groups of people who share a
concern or a passion for something
they do and who interact regularly to
learn how to do it better (Wenger,
1998)
Characterization of Large Scale
Professional Communities on the
Web
Shared expertise/practices over time
in similar domains leading
to clusters as a social learning
process
Deep community concerns about
sustainability, security, legacy, and
scaling
Struggling with existing social
software solutions by mashing-up &
extending existing solutions as well
as searching & researching new
solutions
How to support highly dynamic,
clustered communities?
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
8
Learning
Layers
ATLAS – A Reflective Community
Information Systems Design Approach
Communities of Practice
Clusters of
Community Networks
Community
Observation
Community
Modeling
CESE: Talmud as a Hypertext
SOCRATESX: Chat for
Communities of Aphasics
MECCA: Collaborative Movie
Annotations
VEL 2.0: Virtual
Entrepreneurship Lab
Virtual Campfire: MPEG-7
based Multimedia Management
ACIS: Cultural Heritage
Management
youTell: Non-linear Digital
Storytelling
ROLE – Self-regulated Learning
Communities
TellNet - Teacher Communities
AERCS/TELMAP - Scientific
Communities
GALA – Serious Gaming
Communities
Open Source Software
Development Communities
MobSOS – Real-time Mobile
Communities
LAYERS – Informal Learning
Clusters
Community Information
Systems
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
9
Learning
Layers
Challenges
Privacy &
Security
How can we share and how can we preserve privacy?
How trustworthy is the transfer of information in the infrastructure?
Sustainability What happened after the solution is developed?
Who is giving us support?
Legacy We need to integrate with our old system
We have found today a new fancy app we want to integrate immediately in our
ecosystem
Scaling Why it does not work in the UK?
It is perfect for us. We want to sell it to anyone else
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
10
Learning
Layers
las2peer Mission Statement
las2peer is a distributed, highly reliable and
secure platform for creating community
information systems and community services.
The main goal of las2peer is to provide a fast
and flexible way to create services which may
communicate with each other and their users
through standard protocols. The used and stored
information is handled in a trustworthy way and
within full control of the communities.
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
11
Learning
Layers
From LAS to las2peer and Beyond
Social
Software
LAS –
Integration of
Researchers
into
Communities
las2peer –
Integration of
Developers
and
Researchers
into
Communities
Societal
Software
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
12
Learning
Layers
Related / Prior Work
Collaborative
Work/
Learning
BSCW – still
part of our own
CIS
Technology
Enhanced
Learning
Semantic
Web
Social
Machines
Trust
Social
Engineering
Nudges – UK
Nudge Unit –
Bundeskanzler-
amt – White
House
Crowdsourcing
Social
Computing
Social
Networking
Sites
User Behavior
Analysis
Web
Engineering
Peer-to-peer
protocols
Web service
architectures
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
13
Learning
Layers
Must-Haves (Domain-Independent)
Community Information Infrastructure
•  User – Community – Medium - Artefact Management
•  Cloud – p2p – IoT – Cyber-physical
Read/Write Technologies
•  Micro-Blogging, Blogging, Messaging, …
•  Tagging, Sharing, Commenting, Rating, …
Gamification & Marketplace Technologies
•  Sustaining & Exploiting Communities
•  Valorisation Models - Apps / Content / Practices
Simple Community Analytics Technologies
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
14
Learning
Layers
ACIS Offerings
End-User
Platform
•  Scalable platform on cloud-based infrastructures
•  Large-scale social requirements engineering with Requirements Bazaar
•  Web-based, mobile, distributed interfaces with real-time collaboration support
Security &
Privacy
•  Industrial strength single-sign-on solution OpenID Connect
•  End-to-End encryption integrated
•  Flexible and Configurable Delivery Model
Developer
Support
•  Complete open source software friendly software engineering process
•  Open source software development and community involvement
•  Strong DevOps Support
Analytic
Support
•  Advanced community analytics with community detection and expert identification
•  Built-in qualitative and quantitative data acquisition and analytics
•  Dynamic visual analytics in community dashboards
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
15
Learning
Layers
Interdisciplinary Multidimensional
Model of Communities
■  Collection of CoP Digital Traces in a MediaBase
–  Post-Mortem Crawlers
–  Real-time, mobile, protocol-based (MobSOS)
–  (Automatic) metadata generation by Social Network Analysis
■  Social Requirements Engineering with i* Framework
for defining goals and dependencies in CoP
Social Software
Cross-Media Social Network
Analysis on Wiki, Blog, Podcast,
IM, Chat, Email, Newsgroup, Chat
…
Web 2.0 Business
Processes (i*)
(Structural, Cross-media)
Members
(Social Network Analysis: Centrality,
Efficiency, Community Detection)
Network of Artifacts
Content Analysis on Microcontent, Blog entry, Message,
Burst, Thread, Comment, Conversation, Feedback (Rating)
Network of Members
Communities of practice
Media Networks
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
16
Learning
Layers
Community SRE Processes–
i* Strategic Rationale
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
17
Learning
Layers
Requirements Bazaar & LASSRE
(Klamma et al. 2010, Law et al. 2012, Renzel et al. 2013)
§  Available online: http://requirements-bazaar.org
§  Active use & development in Learning Layers Project
§  Connection to Learning Layers Issue Tracker
§  Further development taken over by István Koren
§  IEEE STCSN E-Letter vol. 2, no. 3:
§  “Large-Scale Social Requirements Engineering“ (LASSRE)
§  4 Main Articles (RWTH, FIT, Universities of Aalto & Leicester)
§  4 Short Technical Tool articles (Hannemann, Koren, Renzel)
§  Published Sept 6, 2014
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
18
Learning
Layers
ROLE Requirements Bazaar –
Community-aware Requirements Prioritization
Factors influencing
requirements ranking
User-controlled weighting
of ranking factors
Community-dependent
requirements ranking lists
http://requirements-bazaar.org
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
19
Learning
Layers
Learning Layers: Scaling up
Technologies for Informal
Learning in SME Clusters
§  7th Framework Programme
§  Integrated Project
§  Informal Mobile Learning
§  http://learning-layers.eu/
Projects
ROLE: Responsive Open Learning
Environments (until 2013)
§  IST 7th Framework Programme
§  Integrated Project
§  Scientific coordination
§  Self-Regulated & Social Learning
§  http://www.role-project.eu
BOOST – Buisness PerfOrmance
imprOvement through
individual employees Sklls
Training 
§  LLL – Leornado Da Vinci
§  Exploitation of ROLE Results
§  http://www.boost-project.eu/
GaLA: Games and Learning
Alliance
§  IST 7th Framework Programme
§  Network of Excellence on Serious
Games & Learning
§  http://www.galanoe.eu/
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
20
Learning
Layers
SAGE: Serious Games Pathway
within the Undergraduate IT
Programs
§  EU TEMPUS Joint Project
§  Serious Games
§  http://www.sage.ps/
Projects
METIS: Meeting Teachers' Co-
Design Needs by Means of
Integrated Learning
Environments
§  EU LLP KA3 Multilateral Project
§  Learning Design
§  http://metis-project.org/
UMIC: Ultra High-Speed Mobile
Information and
Communication
§  DFG Excellence Cluster
§  Mobile Web Services and Cloud
Computing
§  http://www.umic.rwth-aachen.de/
Lehrstuhl Informatik 5
(Information Systems)
Prof. Dr. M. Jarke
21
Learning
Layers
Engineering & Analytics
Competences
•  Network Models
•  Social Network
Analysis
•  Actor Network
Theory
•  Communities of
Practice
•  Expert
Identification
•  Community
Detection
•  Web Mining
•  Recommender
Systems
•  Multi Agent
Simulation
WebAnalytics
•  Advanced
Web &
Multimedia
Technologies
•  XMPP
•  WebRTC
•  HTML5
•  MPEG-7
•  Web
Services
•  REST
•  LAS
•  Cloud
Computing
•  Mobile
Computing
WebEngineering
• MediaBase
• MobSOS
• D-VITA
• Requirements Bazaar
• Direwolf
• AERCS/CAMRS
• yFiles
• Repast
• AERCS
• LAS & LAS2peer Web
Services
• ROLE SDK
• youTell Storytelling
• SeViAnno 2.0 Video
Annotation
Responsive
Open
Community
Information
Systems
Community
Visualization &
Simulation
Community
Analytics
Community
Support
Requirements Engineering
•  Large-Scale Web-Based Social Requirements Engineering
•  Agent and Goal Oriented i* Modeling
•  Participatory Community Design
•  Gamification & Social Software Methodologies
•  Open Source Developement

Contenu connexe

Tendances

Community Learning Analytics – A New Research Field in TEL
Community Learning Analytics – A New Research Field in TELCommunity Learning Analytics – A New Research Field in TEL
Community Learning Analytics – A New Research Field in TELRalf Klamma
 
A Community Information System for Ubiquitous Informal Learning Support
A Community Information System for Ubiquitous Informal Learning SupportA Community Information System for Ubiquitous Informal Learning Support
A Community Information System for Ubiquitous Informal Learning SupportNicolaescu Petru
 
SeViAnno 2.0: Web-Enabled Collaborative Semantic Video Annotation Beyond the ...
SeViAnno 2.0: Web-Enabled CollaborativeSemantic Video Annotation Beyond the ...SeViAnno 2.0: Web-Enabled CollaborativeSemantic Video Annotation Beyond the ...
SeViAnno 2.0: Web-Enabled Collaborative Semantic Video Annotation Beyond the ...Nicolaescu Petru
 
Informal Learning at the Workplace via Adaptive Video
Informal Learning at the Workplace via Adaptive VideoInformal Learning at the Workplace via Adaptive Video
Informal Learning at the Workplace via Adaptive VideoNicolaescu Petru
 
View Based Near Real Time Collaborative Modeling for Information Systems Engi...
View Based Near Real Time Collaborative Modeling for Information Systems Engi...View Based Near Real Time Collaborative Modeling for Information Systems Engi...
View Based Near Real Time Collaborative Modeling for Information Systems Engi...Nicolaescu Petru
 
A Methodology and Tool Support for Widget-based Web Application Development
A Methodology and Tool Support for Widget-based Web Application DevelopmentA Methodology and Tool Support for Widget-based Web Application Development
A Methodology and Tool Support for Widget-based Web Application DevelopmentNicolaescu Petru
 
A Microservice Approach for Near Real-time Collaborative 3D Object Annotation...
A Microservice Approach for Near Real-time Collaborative 3D Object Annotation...A Microservice Approach for Near Real-time Collaborative 3D Object Annotation...
A Microservice Approach for Near Real-time Collaborative 3D Object Annotation...Nicolaescu Petru
 
The Legacy of ROLE - Where are we at the workplace?
The Legacy of ROLE - Where are we at the workplace?The Legacy of ROLE - Where are we at the workplace?
The Legacy of ROLE - Where are we at the workplace?Ralf Klamma
 
WWW2014: Long Time No See: The Probability of Reusing Tags as a Function of F...
WWW2014: Long Time No See: The Probability of Reusing Tags as a Function of F...WWW2014: Long Time No See: The Probability of Reusing Tags as a Function of F...
WWW2014: Long Time No See: The Probability of Reusing Tags as a Function of F...Dominik Kowald
 
SRS2014: Towards a Scalable Recommender Engine for Online Marketplaces
SRS2014: Towards a Scalable Recommender Engine for Online MarketplacesSRS2014: Towards a Scalable Recommender Engine for Online Marketplaces
SRS2014: Towards a Scalable Recommender Engine for Online MarketplacesDominik Kowald
 
Mapping the European TEL Project Landscape Using Social Network Analysis and ...
Mapping the European TEL Project Landscape Using Social Network Analysis and ...Mapping the European TEL Project Landscape Using Social Network Analysis and ...
Mapping the European TEL Project Landscape Using Social Network Analysis and ...Michael Derntl
 
SyncMeta: Near Real-time Collaborative Conceptual Modeling on the Web
SyncMeta: Near Real-time Collaborative Conceptual Modeling on the WebSyncMeta: Near Real-time Collaborative Conceptual Modeling on the Web
SyncMeta: Near Real-time Collaborative Conceptual Modeling on the WebNicolaescu Petru
 
ACIS Annual Report 2014
ACIS Annual Report 2014ACIS Annual Report 2014
ACIS Annual Report 2014Ralf Klamma
 
Advanced Community Information Systems Group (ACIS) Annual Report 2013
Advanced Community Information Systems Group (ACIS) Annual Report 2013Advanced Community Information Systems Group (ACIS) Annual Report 2013
Advanced Community Information Systems Group (ACIS) Annual Report 2013Ralf Klamma
 
ICALT Author Community
ICALT Author CommunityICALT Author Community
ICALT Author CommunityMichael Derntl
 
An Embeddable Dashboard for Widget-Based Visual Analytics on Scientific Commu...
An Embeddable Dashboard for Widget-Based Visual Analytics on Scientific Commu...An Embeddable Dashboard for Widget-Based Visual Analytics on Scientific Commu...
An Embeddable Dashboard for Widget-Based Visual Analytics on Scientific Commu...Michael Derntl
 
Reflection Support for Communities on the Web
Reflection Support for Communities on the WebReflection Support for Communities on the Web
Reflection Support for Communities on the WebRalf Klamma
 
The SSS as an Infrastructure for WP LA
The SSS as an Infrastructure for WP LAThe SSS as an Infrastructure for WP LA
The SSS as an Infrastructure for WP LADominik Kowald
 
Yjs: A Framework for Near Real-time P2P Shared Editing on Arbitrary Data Types
Yjs: A Framework for Near Real-time P2P Shared Editing on Arbitrary Data TypesYjs: A Framework for Near Real-time P2P Shared Editing on Arbitrary Data Types
Yjs: A Framework for Near Real-time P2P Shared Editing on Arbitrary Data TypesNicolaescu Petru
 

Tendances (20)

Community Learning Analytics – A New Research Field in TEL
Community Learning Analytics – A New Research Field in TELCommunity Learning Analytics – A New Research Field in TEL
Community Learning Analytics – A New Research Field in TEL
 
A Community Information System for Ubiquitous Informal Learning Support
A Community Information System for Ubiquitous Informal Learning SupportA Community Information System for Ubiquitous Informal Learning Support
A Community Information System for Ubiquitous Informal Learning Support
 
SeViAnno 2.0: Web-Enabled Collaborative Semantic Video Annotation Beyond the ...
SeViAnno 2.0: Web-Enabled CollaborativeSemantic Video Annotation Beyond the ...SeViAnno 2.0: Web-Enabled CollaborativeSemantic Video Annotation Beyond the ...
SeViAnno 2.0: Web-Enabled Collaborative Semantic Video Annotation Beyond the ...
 
Informal Learning at the Workplace via Adaptive Video
Informal Learning at the Workplace via Adaptive VideoInformal Learning at the Workplace via Adaptive Video
Informal Learning at the Workplace via Adaptive Video
 
View Based Near Real Time Collaborative Modeling for Information Systems Engi...
View Based Near Real Time Collaborative Modeling for Information Systems Engi...View Based Near Real Time Collaborative Modeling for Information Systems Engi...
View Based Near Real Time Collaborative Modeling for Information Systems Engi...
 
A Methodology and Tool Support for Widget-based Web Application Development
A Methodology and Tool Support for Widget-based Web Application DevelopmentA Methodology and Tool Support for Widget-based Web Application Development
A Methodology and Tool Support for Widget-based Web Application Development
 
A Microservice Approach for Near Real-time Collaborative 3D Object Annotation...
A Microservice Approach for Near Real-time Collaborative 3D Object Annotation...A Microservice Approach for Near Real-time Collaborative 3D Object Annotation...
A Microservice Approach for Near Real-time Collaborative 3D Object Annotation...
 
The Legacy of ROLE - Where are we at the workplace?
The Legacy of ROLE - Where are we at the workplace?The Legacy of ROLE - Where are we at the workplace?
The Legacy of ROLE - Where are we at the workplace?
 
WWW2014: Long Time No See: The Probability of Reusing Tags as a Function of F...
WWW2014: Long Time No See: The Probability of Reusing Tags as a Function of F...WWW2014: Long Time No See: The Probability of Reusing Tags as a Function of F...
WWW2014: Long Time No See: The Probability of Reusing Tags as a Function of F...
 
SRS2014: Towards a Scalable Recommender Engine for Online Marketplaces
SRS2014: Towards a Scalable Recommender Engine for Online MarketplacesSRS2014: Towards a Scalable Recommender Engine for Online Marketplaces
SRS2014: Towards a Scalable Recommender Engine for Online Marketplaces
 
Mapping the European TEL Project Landscape Using Social Network Analysis and ...
Mapping the European TEL Project Landscape Using Social Network Analysis and ...Mapping the European TEL Project Landscape Using Social Network Analysis and ...
Mapping the European TEL Project Landscape Using Social Network Analysis and ...
 
SyncMeta: Near Real-time Collaborative Conceptual Modeling on the Web
SyncMeta: Near Real-time Collaborative Conceptual Modeling on the WebSyncMeta: Near Real-time Collaborative Conceptual Modeling on the Web
SyncMeta: Near Real-time Collaborative Conceptual Modeling on the Web
 
ACIS Annual Report 2014
ACIS Annual Report 2014ACIS Annual Report 2014
ACIS Annual Report 2014
 
Advanced Community Information Systems Group (ACIS) Annual Report 2013
Advanced Community Information Systems Group (ACIS) Annual Report 2013Advanced Community Information Systems Group (ACIS) Annual Report 2013
Advanced Community Information Systems Group (ACIS) Annual Report 2013
 
ICALT Author Community
ICALT Author CommunityICALT Author Community
ICALT Author Community
 
An Embeddable Dashboard for Widget-Based Visual Analytics on Scientific Commu...
An Embeddable Dashboard for Widget-Based Visual Analytics on Scientific Commu...An Embeddable Dashboard for Widget-Based Visual Analytics on Scientific Commu...
An Embeddable Dashboard for Widget-Based Visual Analytics on Scientific Commu...
 
Reflection Support for Communities on the Web
Reflection Support for Communities on the WebReflection Support for Communities on the Web
Reflection Support for Communities on the Web
 
The SSS as an Infrastructure for WP LA
The SSS as an Infrastructure for WP LAThe SSS as an Infrastructure for WP LA
The SSS as an Infrastructure for WP LA
 
Yjs: A Framework for Near Real-time P2P Shared Editing on Arbitrary Data Types
Yjs: A Framework for Near Real-time P2P Shared Editing on Arbitrary Data TypesYjs: A Framework for Near Real-time P2P Shared Editing on Arbitrary Data Types
Yjs: A Framework for Near Real-time P2P Shared Editing on Arbitrary Data Types
 
Ppt hk pres_final
Ppt hk pres_finalPpt hk pres_final
Ppt hk pres_final
 

En vedette

Maken in de Bibliotheek, presentatie bij Platform voor medezeggenschap in de ...
Maken in de Bibliotheek, presentatie bij Platform voor medezeggenschap in de ...Maken in de Bibliotheek, presentatie bij Platform voor medezeggenschap in de ...
Maken in de Bibliotheek, presentatie bij Platform voor medezeggenschap in de ...Fers
 
Digital Business Architecture
Digital Business ArchitectureDigital Business Architecture
Digital Business ArchitectureIMC Institute
 
La Investigación como Proceso y el Conocimiento Científico - Bloque II
La Investigación como Proceso y el Conocimiento Científico - Bloque IILa Investigación como Proceso y el Conocimiento Científico - Bloque II
La Investigación como Proceso y el Conocimiento Científico - Bloque IIGaby Bastida
 
Understanding Objects
Understanding ObjectsUnderstanding Objects
Understanding ObjectsR. Sosa
 
Data Science Popup Austin: Surfing Silver Dynamic Bayesian Forecasting for Fu...
Data Science Popup Austin: Surfing Silver Dynamic Bayesian Forecasting for Fu...Data Science Popup Austin: Surfing Silver Dynamic Bayesian Forecasting for Fu...
Data Science Popup Austin: Surfing Silver Dynamic Bayesian Forecasting for Fu...Domino Data Lab
 
Impacto de las TIC\'s en la Cultura de la Mediación a Distancia para la Edu...
Impacto de las TIC\'s en la Cultura de la  Mediación a Distancia para la  Edu...Impacto de las TIC\'s en la Cultura de la  Mediación a Distancia para la  Edu...
Impacto de las TIC\'s en la Cultura de la Mediación a Distancia para la Edu...Charles Escobar
 
Impacto de las tics en la educación cecilia ferreyra
Impacto de las tics en la educación   cecilia ferreyraImpacto de las tics en la educación   cecilia ferreyra
Impacto de las tics en la educación cecilia ferreyramarianapaniagua
 
Algebra
AlgebraAlgebra
AlgebraJesus
 
India Gadget Expo: Emotion Trumps Gadgets
India Gadget Expo: Emotion Trumps GadgetsIndia Gadget Expo: Emotion Trumps Gadgets
India Gadget Expo: Emotion Trumps GadgetsLevi Shapiro
 
caracteristicas arquitectonicas
caracteristicas arquitectonicascaracteristicas arquitectonicas
caracteristicas arquitectonicasariannegarciarr
 
Φακέλοι και Επεκτάσεις
Φακέλοι και ΕπεκτάσειςΦακέλοι και Επεκτάσεις
Φακέλοι και ΕπεκτάσειςExpertin
 
Características Arquitectónicas.
Características Arquitectónicas. Características Arquitectónicas.
Características Arquitectónicas. Fabiana157
 
Top of most beautiful birds
 Top of most beautiful birds Top of most beautiful birds
Top of most beautiful birdsMakala D.
 
Education in Emergency in Ghana: A Review of the Evidence of Protracted Displ...
Education in Emergency in Ghana: A Review of the Evidence of Protracted Displ...Education in Emergency in Ghana: A Review of the Evidence of Protracted Displ...
Education in Emergency in Ghana: A Review of the Evidence of Protracted Displ...Jenkins Macedo
 

En vedette (15)

Maken in de Bibliotheek, presentatie bij Platform voor medezeggenschap in de ...
Maken in de Bibliotheek, presentatie bij Platform voor medezeggenschap in de ...Maken in de Bibliotheek, presentatie bij Platform voor medezeggenschap in de ...
Maken in de Bibliotheek, presentatie bij Platform voor medezeggenschap in de ...
 
Digital Business Architecture
Digital Business ArchitectureDigital Business Architecture
Digital Business Architecture
 
Grammar for beginner level
Grammar for beginner levelGrammar for beginner level
Grammar for beginner level
 
La Investigación como Proceso y el Conocimiento Científico - Bloque II
La Investigación como Proceso y el Conocimiento Científico - Bloque IILa Investigación como Proceso y el Conocimiento Científico - Bloque II
La Investigación como Proceso y el Conocimiento Científico - Bloque II
 
Understanding Objects
Understanding ObjectsUnderstanding Objects
Understanding Objects
 
Data Science Popup Austin: Surfing Silver Dynamic Bayesian Forecasting for Fu...
Data Science Popup Austin: Surfing Silver Dynamic Bayesian Forecasting for Fu...Data Science Popup Austin: Surfing Silver Dynamic Bayesian Forecasting for Fu...
Data Science Popup Austin: Surfing Silver Dynamic Bayesian Forecasting for Fu...
 
Impacto de las TIC\'s en la Cultura de la Mediación a Distancia para la Edu...
Impacto de las TIC\'s en la Cultura de la  Mediación a Distancia para la  Edu...Impacto de las TIC\'s en la Cultura de la  Mediación a Distancia para la  Edu...
Impacto de las TIC\'s en la Cultura de la Mediación a Distancia para la Edu...
 
Impacto de las tics en la educación cecilia ferreyra
Impacto de las tics en la educación   cecilia ferreyraImpacto de las tics en la educación   cecilia ferreyra
Impacto de las tics en la educación cecilia ferreyra
 
Algebra
AlgebraAlgebra
Algebra
 
India Gadget Expo: Emotion Trumps Gadgets
India Gadget Expo: Emotion Trumps GadgetsIndia Gadget Expo: Emotion Trumps Gadgets
India Gadget Expo: Emotion Trumps Gadgets
 
caracteristicas arquitectonicas
caracteristicas arquitectonicascaracteristicas arquitectonicas
caracteristicas arquitectonicas
 
Φακέλοι και Επεκτάσεις
Φακέλοι και ΕπεκτάσειςΦακέλοι και Επεκτάσεις
Φακέλοι και Επεκτάσεις
 
Características Arquitectónicas.
Características Arquitectónicas. Características Arquitectónicas.
Características Arquitectónicas.
 
Top of most beautiful birds
 Top of most beautiful birds Top of most beautiful birds
Top of most beautiful birds
 
Education in Emergency in Ghana: A Review of the Evidence of Protracted Displ...
Education in Emergency in Ghana: A Review of the Evidence of Protracted Displ...Education in Emergency in Ghana: A Review of the Evidence of Protracted Displ...
Education in Emergency in Ghana: A Review of the Evidence of Protracted Displ...
 

Similaire à Scaling Community Information Systems

Robust Expert Finding in Web-Based Community Information Systems
Robust Expert Finding in Web-Based Community Information SystemsRobust Expert Finding in Web-Based Community Information Systems
Robust Expert Finding in Web-Based Community Information SystemsRalf Klamma
 
Do Mechanical Turks Dream of Big Data?
Do Mechanical Turks Dream of Big Data?Do Mechanical Turks Dream of Big Data?
Do Mechanical Turks Dream of Big Data?Ralf Klamma
 
Social Software and Community Information Systems
Social Software and Community Information SystemsSocial Software and Community Information Systems
Social Software and Community Information SystemsRalf Klamma
 
The Social Semantic Server - A Flexible Framework to Support Informal Learnin...
The Social Semantic Server - A Flexible Framework to Support Informal Learnin...The Social Semantic Server - A Flexible Framework to Support Informal Learnin...
The Social Semantic Server - A Flexible Framework to Support Informal Learnin...Sebastian Dennerlein
 
Virtual Research Networks : Towards Research 2.0
Virtual Research Networks : Towards Research 2.0Virtual Research Networks : Towards Research 2.0
Virtual Research Networks : Towards Research 2.0Guus van den Brekel
 
2012 03 16 (uc3m) emadrid rklamma rwth au analitica aprendizaje mundo movil p...
2012 03 16 (uc3m) emadrid rklamma rwth au analitica aprendizaje mundo movil p...2012 03 16 (uc3m) emadrid rklamma rwth au analitica aprendizaje mundo movil p...
2012 03 16 (uc3m) emadrid rklamma rwth au analitica aprendizaje mundo movil p...eMadrid network
 
The Legacy and the Future of Research Networks in Technology-Enhanced Learning
The Legacy and the Future of Research Networks in Technology-Enhanced LearningThe Legacy and the Future of Research Networks in Technology-Enhanced Learning
The Legacy and the Future of Research Networks in Technology-Enhanced LearningRalf Klamma
 
Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...Peter Löwe
 
Blueprint for Software Engineering in Technology Enhanced Learning Projects
Blueprint for Software Engineering in Technology Enhanced Learning ProjectsBlueprint for Software Engineering in Technology Enhanced Learning Projects
Blueprint for Software Engineering in Technology Enhanced Learning ProjectsRalf Klamma
 
ICWL 2007, Edinburgh, Scotland
ICWL 2007, Edinburgh, ScotlandICWL 2007, Edinburgh, Scotland
ICWL 2007, Edinburgh, ScotlandRalf Klamma
 
Ongoing activities october 15th 2010
Ongoing activities october 15th 2010Ongoing activities october 15th 2010
Ongoing activities october 15th 2010ictseserv
 
Anatomy of Social Networks, a guide for social media strategists
Anatomy of Social Networks, a guide for social media strategistsAnatomy of Social Networks, a guide for social media strategists
Anatomy of Social Networks, a guide for social media strategistsPaolo Nesi
 
next generation technologies to build sustainable communities of practice
next generation technologies to build sustainable communities of practicenext generation technologies to build sustainable communities of practice
next generation technologies to build sustainable communities of practiceGeorge Roberts
 
Richard Hotte: Licef presentation for LKL
Richard Hotte: Licef presentation for LKLRichard Hotte: Licef presentation for LKL
Richard Hotte: Licef presentation for LKLYishay Mor
 
Contextualized versus Structural Overlapping Communities in Social Media.
Contextualized versus Structural Overlapping Communities in Social Media. Contextualized versus Structural Overlapping Communities in Social Media.
Contextualized versus Structural Overlapping Communities in Social Media. Mohsen Shahriari
 
The European TEL Projects Community from a Social Network Analysis Perspective
The European TEL Projects Community from a Social Network Analysis PerspectiveThe European TEL Projects Community from a Social Network Analysis Perspective
The European TEL Projects Community from a Social Network Analysis PerspectiveMichael Derntl
 
Modeling Communities in Information Systems: Informal Learning Communities in...
Modeling Communities in Information Systems: Informal Learning Communities in...Modeling Communities in Information Systems: Informal Learning Communities in...
Modeling Communities in Information Systems: Informal Learning Communities in...Zina Petrushyna
 
Networking online assignment
Networking online assignmentNetworking online assignment
Networking online assignmentKavitha Dhanesh
 
Trust and Accountability: experiences from the FAIRDOM Commons Initiative.
Trust and Accountability: experiences from the FAIRDOM Commons Initiative.Trust and Accountability: experiences from the FAIRDOM Commons Initiative.
Trust and Accountability: experiences from the FAIRDOM Commons Initiative.Carole Goble
 

Similaire à Scaling Community Information Systems (20)

Robust Expert Finding in Web-Based Community Information Systems
Robust Expert Finding in Web-Based Community Information SystemsRobust Expert Finding in Web-Based Community Information Systems
Robust Expert Finding in Web-Based Community Information Systems
 
Do Mechanical Turks Dream of Big Data?
Do Mechanical Turks Dream of Big Data?Do Mechanical Turks Dream of Big Data?
Do Mechanical Turks Dream of Big Data?
 
Social Software and Community Information Systems
Social Software and Community Information SystemsSocial Software and Community Information Systems
Social Software and Community Information Systems
 
The Social Semantic Server - A Flexible Framework to Support Informal Learnin...
The Social Semantic Server - A Flexible Framework to Support Informal Learnin...The Social Semantic Server - A Flexible Framework to Support Informal Learnin...
The Social Semantic Server - A Flexible Framework to Support Informal Learnin...
 
Virtual Research Networks : Towards Research 2.0
Virtual Research Networks : Towards Research 2.0Virtual Research Networks : Towards Research 2.0
Virtual Research Networks : Towards Research 2.0
 
2012 03 16 (uc3m) emadrid rklamma rwth au analitica aprendizaje mundo movil p...
2012 03 16 (uc3m) emadrid rklamma rwth au analitica aprendizaje mundo movil p...2012 03 16 (uc3m) emadrid rklamma rwth au analitica aprendizaje mundo movil p...
2012 03 16 (uc3m) emadrid rklamma rwth au analitica aprendizaje mundo movil p...
 
The Legacy and the Future of Research Networks in Technology-Enhanced Learning
The Legacy and the Future of Research Networks in Technology-Enhanced LearningThe Legacy and the Future of Research Networks in Technology-Enhanced Learning
The Legacy and the Future of Research Networks in Technology-Enhanced Learning
 
Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...
 
Blueprint for Software Engineering in Technology Enhanced Learning Projects
Blueprint for Software Engineering in Technology Enhanced Learning ProjectsBlueprint for Software Engineering in Technology Enhanced Learning Projects
Blueprint for Software Engineering in Technology Enhanced Learning Projects
 
ICWL 2007, Edinburgh, Scotland
ICWL 2007, Edinburgh, ScotlandICWL 2007, Edinburgh, Scotland
ICWL 2007, Edinburgh, Scotland
 
Ongoing activities october 15th 2010
Ongoing activities october 15th 2010Ongoing activities october 15th 2010
Ongoing activities october 15th 2010
 
Anatomy of Social Networks, a guide for social media strategists
Anatomy of Social Networks, a guide for social media strategistsAnatomy of Social Networks, a guide for social media strategists
Anatomy of Social Networks, a guide for social media strategists
 
next generation technologies to build sustainable communities of practice
next generation technologies to build sustainable communities of practicenext generation technologies to build sustainable communities of practice
next generation technologies to build sustainable communities of practice
 
Richard Hotte: Licef presentation for LKL
Richard Hotte: Licef presentation for LKLRichard Hotte: Licef presentation for LKL
Richard Hotte: Licef presentation for LKL
 
Contextualized versus Structural Overlapping Communities in Social Media.
Contextualized versus Structural Overlapping Communities in Social Media. Contextualized versus Structural Overlapping Communities in Social Media.
Contextualized versus Structural Overlapping Communities in Social Media.
 
The European TEL Projects Community from a Social Network Analysis Perspective
The European TEL Projects Community from a Social Network Analysis PerspectiveThe European TEL Projects Community from a Social Network Analysis Perspective
The European TEL Projects Community from a Social Network Analysis Perspective
 
Web and Complex Systems Lab @ Kno.e.sis
Web and Complex Systems Lab @ Kno.e.sisWeb and Complex Systems Lab @ Kno.e.sis
Web and Complex Systems Lab @ Kno.e.sis
 
Modeling Communities in Information Systems: Informal Learning Communities in...
Modeling Communities in Information Systems: Informal Learning Communities in...Modeling Communities in Information Systems: Informal Learning Communities in...
Modeling Communities in Information Systems: Informal Learning Communities in...
 
Networking online assignment
Networking online assignmentNetworking online assignment
Networking online assignment
 
Trust and Accountability: experiences from the FAIRDOM Commons Initiative.
Trust and Accountability: experiences from the FAIRDOM Commons Initiative.Trust and Accountability: experiences from the FAIRDOM Commons Initiative.
Trust and Accountability: experiences from the FAIRDOM Commons Initiative.
 

Plus de Ralf Klamma

An Augmented Reality Framework for Gamified Learning
An Augmented Reality Framework for Gamified LearningAn Augmented Reality Framework for Gamified Learning
An Augmented Reality Framework for Gamified LearningRalf Klamma
 
Gamification of Community Information Systems
Gamification of Community Information SystemsGamification of Community Information Systems
Gamification of Community Information SystemsRalf Klamma
 
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...Ralf Klamma
 
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...Ralf Klamma
 
Technology-Enhanced Learning at the Workplace – From islands of automation to...
Technology-Enhanced Learning at the Workplace – From islands of automation to...Technology-Enhanced Learning at the Workplace – From islands of automation to...
Technology-Enhanced Learning at the Workplace – From islands of automation to...Ralf Klamma
 
Navigation Support in Evolving Communities by a Web-based Dashboard
Navigation Support in Evolving Communities by a Web-based DashboardNavigation Support in Evolving Communities by a Web-based Dashboard
Navigation Support in Evolving Communities by a Web-based DashboardRalf Klamma
 
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...Ralf Klamma
 
EC-TEL 2013 Call for Sponsors
EC-TEL 2013 Call for SponsorsEC-TEL 2013 Call for Sponsors
EC-TEL 2013 Call for SponsorsRalf Klamma
 
EC-TEL 2013 Call for Papers
EC-TEL 2013 Call for PapersEC-TEL 2013 Call for Papers
EC-TEL 2013 Call for PapersRalf Klamma
 
ICWL 2013 - Call for papers
ICWL 2013 - Call for papersICWL 2013 - Call for papers
ICWL 2013 - Call for papersRalf Klamma
 
Kreatives Prozessdesign
Kreatives ProzessdesignKreatives Prozessdesign
Kreatives ProzessdesignRalf Klamma
 
The Social Requirements Engineering (SRE) Approach to Developing a Large-scal...
The Social Requirements Engineering (SRE) Approach to Developing a Large-scal...The Social Requirements Engineering (SRE) Approach to Developing a Large-scal...
The Social Requirements Engineering (SRE) Approach to Developing a Large-scal...Ralf Klamma
 
Community Analytics – An Information Systems Perspective
Community Analytics – An Information Systems PerspectiveCommunity Analytics – An Information Systems Perspective
Community Analytics – An Information Systems PerspectiveRalf Klamma
 
Flyer for the Ninth Joint Summer School on Technolgy Enhanced Learning 2013
Flyer for the Ninth Joint Summer School on Technolgy Enhanced Learning 2013Flyer for the Ninth Joint Summer School on Technolgy Enhanced Learning 2013
Flyer for the Ninth Joint Summer School on Technolgy Enhanced Learning 2013Ralf Klamma
 
Flyer Pedagocially-Driven Serious Games'12
Flyer Pedagocially-Driven Serious Games'12Flyer Pedagocially-Driven Serious Games'12
Flyer Pedagocially-Driven Serious Games'12Ralf Klamma
 
Learning Analytics in a Teachers' Social Network
Learning Analytics in a Teachers' Social NetworkLearning Analytics in a Teachers' Social Network
Learning Analytics in a Teachers' Social NetworkRalf Klamma
 

Plus de Ralf Klamma (16)

An Augmented Reality Framework for Gamified Learning
An Augmented Reality Framework for Gamified LearningAn Augmented Reality Framework for Gamified Learning
An Augmented Reality Framework for Gamified Learning
 
Gamification of Community Information Systems
Gamification of Community Information SystemsGamification of Community Information Systems
Gamification of Community Information Systems
 
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
 
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
 
Technology-Enhanced Learning at the Workplace – From islands of automation to...
Technology-Enhanced Learning at the Workplace – From islands of automation to...Technology-Enhanced Learning at the Workplace – From islands of automation to...
Technology-Enhanced Learning at the Workplace – From islands of automation to...
 
Navigation Support in Evolving Communities by a Web-based Dashboard
Navigation Support in Evolving Communities by a Web-based DashboardNavigation Support in Evolving Communities by a Web-based Dashboard
Navigation Support in Evolving Communities by a Web-based Dashboard
 
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
 
EC-TEL 2013 Call for Sponsors
EC-TEL 2013 Call for SponsorsEC-TEL 2013 Call for Sponsors
EC-TEL 2013 Call for Sponsors
 
EC-TEL 2013 Call for Papers
EC-TEL 2013 Call for PapersEC-TEL 2013 Call for Papers
EC-TEL 2013 Call for Papers
 
ICWL 2013 - Call for papers
ICWL 2013 - Call for papersICWL 2013 - Call for papers
ICWL 2013 - Call for papers
 
Kreatives Prozessdesign
Kreatives ProzessdesignKreatives Prozessdesign
Kreatives Prozessdesign
 
The Social Requirements Engineering (SRE) Approach to Developing a Large-scal...
The Social Requirements Engineering (SRE) Approach to Developing a Large-scal...The Social Requirements Engineering (SRE) Approach to Developing a Large-scal...
The Social Requirements Engineering (SRE) Approach to Developing a Large-scal...
 
Community Analytics – An Information Systems Perspective
Community Analytics – An Information Systems PerspectiveCommunity Analytics – An Information Systems Perspective
Community Analytics – An Information Systems Perspective
 
Flyer for the Ninth Joint Summer School on Technolgy Enhanced Learning 2013
Flyer for the Ninth Joint Summer School on Technolgy Enhanced Learning 2013Flyer for the Ninth Joint Summer School on Technolgy Enhanced Learning 2013
Flyer for the Ninth Joint Summer School on Technolgy Enhanced Learning 2013
 
Flyer Pedagocially-Driven Serious Games'12
Flyer Pedagocially-Driven Serious Games'12Flyer Pedagocially-Driven Serious Games'12
Flyer Pedagocially-Driven Serious Games'12
 
Learning Analytics in a Teachers' Social Network
Learning Analytics in a Teachers' Social NetworkLearning Analytics in a Teachers' Social Network
Learning Analytics in a Teachers' Social Network
 

Dernier

dll general biology week 1 - Copy.docx
dll general biology   week 1 - Copy.docxdll general biology   week 1 - Copy.docx
dll general biology week 1 - Copy.docxkarenmillo
 
CHROMATOGRAPHY PALLAVI RAWAT.pptx
CHROMATOGRAPHY  PALLAVI RAWAT.pptxCHROMATOGRAPHY  PALLAVI RAWAT.pptx
CHROMATOGRAPHY PALLAVI RAWAT.pptxpallavirawat456
 
Observational constraints on mergers creating magnetism in massive stars
Observational constraints on mergers creating magnetism in massive starsObservational constraints on mergers creating magnetism in massive stars
Observational constraints on mergers creating magnetism in massive starsSérgio Sacani
 
BACTERIAL DEFENSE SYSTEM by Dr. Chayanika Das
BACTERIAL DEFENSE SYSTEM by Dr. Chayanika DasBACTERIAL DEFENSE SYSTEM by Dr. Chayanika Das
BACTERIAL DEFENSE SYSTEM by Dr. Chayanika DasChayanika Das
 
Gas-ExchangeS-in-Plants-and-Animals.pptx
Gas-ExchangeS-in-Plants-and-Animals.pptxGas-ExchangeS-in-Plants-and-Animals.pptx
Gas-ExchangeS-in-Plants-and-Animals.pptxGiovaniTrinidad
 
FBI Profiling - Forensic Psychology.pptx
FBI Profiling - Forensic Psychology.pptxFBI Profiling - Forensic Psychology.pptx
FBI Profiling - Forensic Psychology.pptxPayal Shrivastava
 
linear Regression, multiple Regression and Annova
linear Regression, multiple Regression and Annovalinear Regression, multiple Regression and Annova
linear Regression, multiple Regression and AnnovaMansi Rastogi
 
Loudspeaker- direct radiating type and horn type.pptx
Loudspeaker- direct radiating type and horn type.pptxLoudspeaker- direct radiating type and horn type.pptx
Loudspeaker- direct radiating type and horn type.pptxpriyankatabhane
 
Probability.pptx, Types of Probability, UG
Probability.pptx, Types of Probability, UGProbability.pptx, Types of Probability, UG
Probability.pptx, Types of Probability, UGSoniaBajaj10
 
DNA isolation molecular biology practical.pptx
DNA isolation molecular biology practical.pptxDNA isolation molecular biology practical.pptx
DNA isolation molecular biology practical.pptxGiDMOh
 
Science (Communication) and Wikipedia - Potentials and Pitfalls
Science (Communication) and Wikipedia - Potentials and PitfallsScience (Communication) and Wikipedia - Potentials and Pitfalls
Science (Communication) and Wikipedia - Potentials and PitfallsDobusch Leonhard
 
whole genome sequencing new and its types including shortgun and clone by clone
whole genome sequencing new  and its types including shortgun and clone by clonewhole genome sequencing new  and its types including shortgun and clone by clone
whole genome sequencing new and its types including shortgun and clone by clonechaudhary charan shingh university
 
Total Legal: A “Joint” Journey into the Chemistry of Cannabinoids
Total Legal: A “Joint” Journey into the Chemistry of CannabinoidsTotal Legal: A “Joint” Journey into the Chemistry of Cannabinoids
Total Legal: A “Joint” Journey into the Chemistry of CannabinoidsMarkus Roggen
 
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...Sérgio Sacani
 
LAMP PCR.pptx by Dr. Chayanika Das, Ph.D, Veterinary Microbiology
LAMP PCR.pptx by Dr. Chayanika Das, Ph.D, Veterinary MicrobiologyLAMP PCR.pptx by Dr. Chayanika Das, Ph.D, Veterinary Microbiology
LAMP PCR.pptx by Dr. Chayanika Das, Ph.D, Veterinary MicrobiologyChayanika Das
 
LESSON PLAN IN SCIENCE GRADE 4 WEEK 1 DAY 2
LESSON PLAN IN SCIENCE GRADE 4 WEEK 1 DAY 2LESSON PLAN IN SCIENCE GRADE 4 WEEK 1 DAY 2
LESSON PLAN IN SCIENCE GRADE 4 WEEK 1 DAY 2AuEnriquezLontok
 
Introduction of Human Body & Structure of cell.pptx
Introduction of Human Body & Structure of cell.pptxIntroduction of Human Body & Structure of cell.pptx
Introduction of Human Body & Structure of cell.pptxMedical College
 
Measures of Central Tendency.pptx for UG
Measures of Central Tendency.pptx for UGMeasures of Central Tendency.pptx for UG
Measures of Central Tendency.pptx for UGSoniaBajaj10
 
BACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
BACTERIAL SECRETION SYSTEM by Dr. Chayanika DasBACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
BACTERIAL SECRETION SYSTEM by Dr. Chayanika DasChayanika Das
 

Dernier (20)

dll general biology week 1 - Copy.docx
dll general biology   week 1 - Copy.docxdll general biology   week 1 - Copy.docx
dll general biology week 1 - Copy.docx
 
CHROMATOGRAPHY PALLAVI RAWAT.pptx
CHROMATOGRAPHY  PALLAVI RAWAT.pptxCHROMATOGRAPHY  PALLAVI RAWAT.pptx
CHROMATOGRAPHY PALLAVI RAWAT.pptx
 
Observational constraints on mergers creating magnetism in massive stars
Observational constraints on mergers creating magnetism in massive starsObservational constraints on mergers creating magnetism in massive stars
Observational constraints on mergers creating magnetism in massive stars
 
BACTERIAL DEFENSE SYSTEM by Dr. Chayanika Das
BACTERIAL DEFENSE SYSTEM by Dr. Chayanika DasBACTERIAL DEFENSE SYSTEM by Dr. Chayanika Das
BACTERIAL DEFENSE SYSTEM by Dr. Chayanika Das
 
Gas-ExchangeS-in-Plants-and-Animals.pptx
Gas-ExchangeS-in-Plants-and-Animals.pptxGas-ExchangeS-in-Plants-and-Animals.pptx
Gas-ExchangeS-in-Plants-and-Animals.pptx
 
FBI Profiling - Forensic Psychology.pptx
FBI Profiling - Forensic Psychology.pptxFBI Profiling - Forensic Psychology.pptx
FBI Profiling - Forensic Psychology.pptx
 
linear Regression, multiple Regression and Annova
linear Regression, multiple Regression and Annovalinear Regression, multiple Regression and Annova
linear Regression, multiple Regression and Annova
 
Loudspeaker- direct radiating type and horn type.pptx
Loudspeaker- direct radiating type and horn type.pptxLoudspeaker- direct radiating type and horn type.pptx
Loudspeaker- direct radiating type and horn type.pptx
 
Ultrastructure and functions of Chloroplast.pptx
Ultrastructure and functions of Chloroplast.pptxUltrastructure and functions of Chloroplast.pptx
Ultrastructure and functions of Chloroplast.pptx
 
Probability.pptx, Types of Probability, UG
Probability.pptx, Types of Probability, UGProbability.pptx, Types of Probability, UG
Probability.pptx, Types of Probability, UG
 
DNA isolation molecular biology practical.pptx
DNA isolation molecular biology practical.pptxDNA isolation molecular biology practical.pptx
DNA isolation molecular biology practical.pptx
 
Science (Communication) and Wikipedia - Potentials and Pitfalls
Science (Communication) and Wikipedia - Potentials and PitfallsScience (Communication) and Wikipedia - Potentials and Pitfalls
Science (Communication) and Wikipedia - Potentials and Pitfalls
 
whole genome sequencing new and its types including shortgun and clone by clone
whole genome sequencing new  and its types including shortgun and clone by clonewhole genome sequencing new  and its types including shortgun and clone by clone
whole genome sequencing new and its types including shortgun and clone by clone
 
Total Legal: A “Joint” Journey into the Chemistry of Cannabinoids
Total Legal: A “Joint” Journey into the Chemistry of CannabinoidsTotal Legal: A “Joint” Journey into the Chemistry of Cannabinoids
Total Legal: A “Joint” Journey into the Chemistry of Cannabinoids
 
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
Observation of Gravitational Waves from the Coalescence of a 2.5–4.5 M⊙ Compa...
 
LAMP PCR.pptx by Dr. Chayanika Das, Ph.D, Veterinary Microbiology
LAMP PCR.pptx by Dr. Chayanika Das, Ph.D, Veterinary MicrobiologyLAMP PCR.pptx by Dr. Chayanika Das, Ph.D, Veterinary Microbiology
LAMP PCR.pptx by Dr. Chayanika Das, Ph.D, Veterinary Microbiology
 
LESSON PLAN IN SCIENCE GRADE 4 WEEK 1 DAY 2
LESSON PLAN IN SCIENCE GRADE 4 WEEK 1 DAY 2LESSON PLAN IN SCIENCE GRADE 4 WEEK 1 DAY 2
LESSON PLAN IN SCIENCE GRADE 4 WEEK 1 DAY 2
 
Introduction of Human Body & Structure of cell.pptx
Introduction of Human Body & Structure of cell.pptxIntroduction of Human Body & Structure of cell.pptx
Introduction of Human Body & Structure of cell.pptx
 
Measures of Central Tendency.pptx for UG
Measures of Central Tendency.pptx for UGMeasures of Central Tendency.pptx for UG
Measures of Central Tendency.pptx for UG
 
BACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
BACTERIAL SECRETION SYSTEM by Dr. Chayanika DasBACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
BACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
 

Scaling Community Information Systems

  • 1. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 1 Learning Layers This slide deck is licensed under a Creative Commons Attribution-ShareAlike 3.0 Unported License. Scaling Community Information Systems Ralf Klamma Advanced Community Information Systems (ACIS) RWTH Aachen University, Germany klamma@dbis.rwth-aachen.de
  • 2. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 2 Learning Layers RWTH Aachen University • 512 professors, 4675 academic and 2443 non-academic colleagues • Annual budget around 884 million Euros, 445 million Euros funded by third parties • 1,250 spin-off businesses have created around 30,000 jobs in the greater Aachen region over the past 20 years •  260 institutes in 9 faculties as Europe’s leading institutions for science and research •  Currently around 40,375 students are enrolled in over 130 academic programs •  Over 6,300 of them are international students hailing from 120 different countries
  • 3. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 3 Learning Layers Responsive Open Community Information Systems Community Visualization and Simulation Community Analytics Community Support WebAnalytics WebEngineering Advanced Community Information Systems (ACIS) Group @ RWTH Aachen Requirements Engineering
  • 4. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 4 Learning Layers Agenda CommunityInformationSystems ScalingCommunityIS UseCases Conclusions&Outlook
  • 5. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 5 Learning Layers A Brief History of Community Information Systems Digital Media Technology Communities of Practice (Web 2.0) Business Processes Meta Data Media Traces Semantic Web (XML, RDF, Ontologien) Multimedia (XML, VRML, DC, MPEG) Organisational Memories (XML, HTML, XTM) Groupware / E-Learning (XML, LOM, XML-RPC) Workflows (XML, BPEL) Web Services (XML, WSDL, SOAP,UDDI) Klamma: Social Software and Community Information Systems, 2010 Social Software (XML, HTTP, RSS)
  • 6. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 6 Learning Layers The Fragmented Nature of the Web The Web is a scale free, fragmented network •  Power Laws (Pareto Distribution etc.) •  95 % of users are in the long tail (Communities) •  Collaboration and Learning is based on trust and passion IslandsTendrils IN Continent Central Core OUT Continent Tubes Barabasi: Linked – The New Science of Networks, 2002 Anderson: The Long Tail: Why the Future of Business is Selling Less of More, 2006
  • 7. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 7 Learning Layers Communities of Practice Communities of practice (CoP) are groups of people who share a concern or a passion for something they do and who interact regularly to learn how to do it better (Wenger, 1998) Characterization of Large Scale Professional Communities on the Web Shared expertise/practices over time in similar domains leading to clusters as a social learning process Deep community concerns about sustainability, security, legacy, and scaling Struggling with existing social software solutions by mashing-up & extending existing solutions as well as searching & researching new solutions How to support highly dynamic, clustered communities?
  • 8. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 8 Learning Layers ATLAS – A Reflective Community Information Systems Design Approach Communities of Practice Clusters of Community Networks Community Observation Community Modeling CESE: Talmud as a Hypertext SOCRATESX: Chat for Communities of Aphasics MECCA: Collaborative Movie Annotations VEL 2.0: Virtual Entrepreneurship Lab Virtual Campfire: MPEG-7 based Multimedia Management ACIS: Cultural Heritage Management youTell: Non-linear Digital Storytelling ROLE – Self-regulated Learning Communities TellNet - Teacher Communities AERCS/TELMAP - Scientific Communities GALA – Serious Gaming Communities Open Source Software Development Communities MobSOS – Real-time Mobile Communities LAYERS – Informal Learning Clusters Community Information Systems
  • 9. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 9 Learning Layers Challenges Privacy & Security How can we share and how can we preserve privacy? How trustworthy is the transfer of information in the infrastructure? Sustainability What happened after the solution is developed? Who is giving us support? Legacy We need to integrate with our old system We have found today a new fancy app we want to integrate immediately in our ecosystem Scaling Why it does not work in the UK? It is perfect for us. We want to sell it to anyone else
  • 10. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 10 Learning Layers las2peer Mission Statement las2peer is a distributed, highly reliable and secure platform for creating community information systems and community services. The main goal of las2peer is to provide a fast and flexible way to create services which may communicate with each other and their users through standard protocols. The used and stored information is handled in a trustworthy way and within full control of the communities.
  • 11. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 11 Learning Layers From LAS to las2peer and Beyond Social Software LAS – Integration of Researchers into Communities las2peer – Integration of Developers and Researchers into Communities Societal Software
  • 12. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 12 Learning Layers Related / Prior Work Collaborative Work/ Learning BSCW – still part of our own CIS Technology Enhanced Learning Semantic Web Social Machines Trust Social Engineering Nudges – UK Nudge Unit – Bundeskanzler- amt – White House Crowdsourcing Social Computing Social Networking Sites User Behavior Analysis Web Engineering Peer-to-peer protocols Web service architectures
  • 13. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 13 Learning Layers Must-Haves (Domain-Independent) Community Information Infrastructure •  User – Community – Medium - Artefact Management •  Cloud – p2p – IoT – Cyber-physical Read/Write Technologies •  Micro-Blogging, Blogging, Messaging, … •  Tagging, Sharing, Commenting, Rating, … Gamification & Marketplace Technologies •  Sustaining & Exploiting Communities •  Valorisation Models - Apps / Content / Practices Simple Community Analytics Technologies
  • 14. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 14 Learning Layers ACIS Offerings End-User Platform •  Scalable platform on cloud-based infrastructures •  Large-scale social requirements engineering with Requirements Bazaar •  Web-based, mobile, distributed interfaces with real-time collaboration support Security & Privacy •  Industrial strength single-sign-on solution OpenID Connect •  End-to-End encryption integrated •  Flexible and Configurable Delivery Model Developer Support •  Complete open source software friendly software engineering process •  Open source software development and community involvement •  Strong DevOps Support Analytic Support •  Advanced community analytics with community detection and expert identification •  Built-in qualitative and quantitative data acquisition and analytics •  Dynamic visual analytics in community dashboards
  • 15. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 15 Learning Layers Interdisciplinary Multidimensional Model of Communities ■  Collection of CoP Digital Traces in a MediaBase –  Post-Mortem Crawlers –  Real-time, mobile, protocol-based (MobSOS) –  (Automatic) metadata generation by Social Network Analysis ■  Social Requirements Engineering with i* Framework for defining goals and dependencies in CoP Social Software Cross-Media Social Network Analysis on Wiki, Blog, Podcast, IM, Chat, Email, Newsgroup, Chat … Web 2.0 Business Processes (i*) (Structural, Cross-media) Members (Social Network Analysis: Centrality, Efficiency, Community Detection) Network of Artifacts Content Analysis on Microcontent, Blog entry, Message, Burst, Thread, Comment, Conversation, Feedback (Rating) Network of Members Communities of practice Media Networks
  • 16. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 16 Learning Layers Community SRE Processes– i* Strategic Rationale
  • 17. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 17 Learning Layers Requirements Bazaar & LASSRE (Klamma et al. 2010, Law et al. 2012, Renzel et al. 2013) §  Available online: http://requirements-bazaar.org §  Active use & development in Learning Layers Project §  Connection to Learning Layers Issue Tracker §  Further development taken over by István Koren §  IEEE STCSN E-Letter vol. 2, no. 3: §  “Large-Scale Social Requirements Engineering“ (LASSRE) §  4 Main Articles (RWTH, FIT, Universities of Aalto & Leicester) §  4 Short Technical Tool articles (Hannemann, Koren, Renzel) §  Published Sept 6, 2014
  • 18. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 18 Learning Layers ROLE Requirements Bazaar – Community-aware Requirements Prioritization Factors influencing requirements ranking User-controlled weighting of ranking factors Community-dependent requirements ranking lists http://requirements-bazaar.org
  • 19. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 19 Learning Layers Learning Layers: Scaling up Technologies for Informal Learning in SME Clusters §  7th Framework Programme §  Integrated Project §  Informal Mobile Learning §  http://learning-layers.eu/ Projects ROLE: Responsive Open Learning Environments (until 2013) §  IST 7th Framework Programme §  Integrated Project §  Scientific coordination §  Self-Regulated & Social Learning §  http://www.role-project.eu BOOST – Buisness PerfOrmance imprOvement through individual employees Sklls Training  §  LLL – Leornado Da Vinci §  Exploitation of ROLE Results §  http://www.boost-project.eu/ GaLA: Games and Learning Alliance §  IST 7th Framework Programme §  Network of Excellence on Serious Games & Learning §  http://www.galanoe.eu/
  • 20. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 20 Learning Layers SAGE: Serious Games Pathway within the Undergraduate IT Programs §  EU TEMPUS Joint Project §  Serious Games §  http://www.sage.ps/ Projects METIS: Meeting Teachers' Co- Design Needs by Means of Integrated Learning Environments §  EU LLP KA3 Multilateral Project §  Learning Design §  http://metis-project.org/ UMIC: Ultra High-Speed Mobile Information and Communication §  DFG Excellence Cluster §  Mobile Web Services and Cloud Computing §  http://www.umic.rwth-aachen.de/
  • 21. Lehrstuhl Informatik 5 (Information Systems) Prof. Dr. M. Jarke 21 Learning Layers Engineering & Analytics Competences •  Network Models •  Social Network Analysis •  Actor Network Theory •  Communities of Practice •  Expert Identification •  Community Detection •  Web Mining •  Recommender Systems •  Multi Agent Simulation WebAnalytics •  Advanced Web & Multimedia Technologies •  XMPP •  WebRTC •  HTML5 •  MPEG-7 •  Web Services •  REST •  LAS •  Cloud Computing •  Mobile Computing WebEngineering • MediaBase • MobSOS • D-VITA • Requirements Bazaar • Direwolf • AERCS/CAMRS • yFiles • Repast • AERCS • LAS & LAS2peer Web Services • ROLE SDK • youTell Storytelling • SeViAnno 2.0 Video Annotation Responsive Open Community Information Systems Community Visualization & Simulation Community Analytics Community Support Requirements Engineering •  Large-Scale Web-Based Social Requirements Engineering •  Agent and Goal Oriented i* Modeling •  Participatory Community Design •  Gamification & Social Software Methodologies •  Open Source Developement