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Wetenschappelijke vorming
         HCI



              Erik Duval
     Dept. Computerwetenschappen
  http://www.cs.kuleuven.ac.be/~erikd/
http://www.slideshare.net/erik.duval




2
Visualizing recommendations
 The student will investigate how novel visualizations can
 significantly improve user understanding of the typically
 ”black‐box” rationale behind recommendations, in order
 to increase their perceived relevancy and meaning.
 In addition, she will research how novel user feedback
 approaches can empower users with actionable
 knowledge to become an active and responsible part‐
 taker in the recommending process, instead of being the
 typical passive provider of preferences and social
 connections.
                           4
•   J. L. Herlocker, J. A. Konstan, L. G. Terveen, and J. T. Riedl. Evaluating
    collaborative filtering recommender systems. ACM Transactions
    on Information Systems, 22(1):5–53, 2004.

•   J. O’Donovan, B. Smyth, B. Gretarsson, S. Bostandjiev, and T.
    Höllerer. PeerChooser: Visual Interactive Recommendation. In
    Proceedings of CHI08, pages 1085–1088. ACM, 2008.

•   C. Plaisant. The challenge of information visualization evaluation.
    In Proceedings of AVI04: working conference on Advanced visual
    interfaces, pages 109–116. ACM, 2004.

•   John O'Donovan, Barry Smyth, Brynjar Gretarsson, Svetlin
    Bostandjiev, and Tobias Höllerer. 2008. PeerChooser: visual
    interactive recommendation. CHI08, 1085-1088.

                                    5
application in
Technology Enhanced
Learning, music or
science2.0




                      6
Visualizing Linked Open Data

 The student will research how linked open data (about
 researchers, publications, affiliations, etc.) can be merged
 and visualized in a way that enables interested parties to
 explore the available information and link it to their own
 research activities.
 (link to TinyARM, ResearchTable, Muse, ...)


                            7
8
•   Christian Bizer, Tom Heath, Tim Berners-Lee, Linked Data - The
    Story So Far, to appear in: Heath, T., Hepp, M., and Bizer, C. (eds.).
    Special Issue on Linked Data, International Journal on Semantic
    Web and Information Systems (IJSWIS).

•   Christian Bizer, Jens Lehmann, Georgi Kobilarov, Sören Auer,
    Christian Becker, Richard Cyganiak, Sebastian Hellmann, DBpedia
    - A crystallization point for the Web of Data, Web Semantics:
    Science, Services and Agents on the World Wide Web (7) 3, Sept.
    2009, pp.154-165

•   Nazemi Kawa, Breyer Matthias, Forster Jeanette, Burkhardt Dirk,
    Kuijper Arjan, Interacting with Semantics: A User-Centered
    Visualization Adaptation Based on Semantics Data, In Human
    Interface and the Management of Information. Interacting with
    Information, LNCS Vol 6771, 2011, pp.239-248

•   Paul Groth,Yolanda Gil, LinkedDataLens: Linked Data as a
    Network of Networks, In K-CAP11, pp.191-192, 2011
                                   9
keuzes...
•   gebruik, configuratie en evaluatie van bestaand systeem
•   ontwerp en implementatie van nieuw systeem
•   analyseren analytics van bestaand systeem+aanpassingen
•   conceptuele literatuurstudie
    •     vb. evaluatiecriteria en -methodes
•   ...

                               10
Questions?
http://erikduval.wordpress.com/
       twitter: @ErikDuval
               11

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wetenschappelijke vorming: HCI topics

  • 1. Wetenschappelijke vorming HCI Erik Duval Dept. Computerwetenschappen http://www.cs.kuleuven.ac.be/~erikd/
  • 3.
  • 4. Visualizing recommendations The student will investigate how novel visualizations can significantly improve user understanding of the typically ”black‐box” rationale behind recommendations, in order to increase their perceived relevancy and meaning. In addition, she will research how novel user feedback approaches can empower users with actionable knowledge to become an active and responsible part‐ taker in the recommending process, instead of being the typical passive provider of preferences and social connections. 4
  • 5. J. L. Herlocker, J. A. Konstan, L. G. Terveen, and J. T. Riedl. Evaluating collaborative filtering recommender systems. ACM Transactions on Information Systems, 22(1):5–53, 2004. • J. O’Donovan, B. Smyth, B. Gretarsson, S. Bostandjiev, and T. Höllerer. PeerChooser: Visual Interactive Recommendation. In Proceedings of CHI08, pages 1085–1088. ACM, 2008. • C. Plaisant. The challenge of information visualization evaluation. In Proceedings of AVI04: working conference on Advanced visual interfaces, pages 109–116. ACM, 2004. • John O'Donovan, Barry Smyth, Brynjar Gretarsson, Svetlin Bostandjiev, and Tobias Höllerer. 2008. PeerChooser: visual interactive recommendation. CHI08, 1085-1088. 5
  • 7. Visualizing Linked Open Data The student will research how linked open data (about researchers, publications, affiliations, etc.) can be merged and visualized in a way that enables interested parties to explore the available information and link it to their own research activities. (link to TinyARM, ResearchTable, Muse, ...) 7
  • 8. 8
  • 9. Christian Bizer, Tom Heath, Tim Berners-Lee, Linked Data - The Story So Far, to appear in: Heath, T., Hepp, M., and Bizer, C. (eds.). Special Issue on Linked Data, International Journal on Semantic Web and Information Systems (IJSWIS). • Christian Bizer, Jens Lehmann, Georgi Kobilarov, Sören Auer, Christian Becker, Richard Cyganiak, Sebastian Hellmann, DBpedia - A crystallization point for the Web of Data, Web Semantics: Science, Services and Agents on the World Wide Web (7) 3, Sept. 2009, pp.154-165 • Nazemi Kawa, Breyer Matthias, Forster Jeanette, Burkhardt Dirk, Kuijper Arjan, Interacting with Semantics: A User-Centered Visualization Adaptation Based on Semantics Data, In Human Interface and the Management of Information. Interacting with Information, LNCS Vol 6771, 2011, pp.239-248 • Paul Groth,Yolanda Gil, LinkedDataLens: Linked Data as a Network of Networks, In K-CAP11, pp.191-192, 2011 9
  • 10. keuzes... • gebruik, configuratie en evaluatie van bestaand systeem • ontwerp en implementatie van nieuw systeem • analyseren analytics van bestaand systeem+aanpassingen • conceptuele literatuurstudie • vb. evaluatiecriteria en -methodes • ... 10

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