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User Modeling, Adaptation and Personalization

19th International Conference, UMAP 2011, Girona, Spain, July 11-15, 2011

  • Conference proceedings
  • © 2011

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Editors:
  1. Joseph A. Konstan

    1. Department of Computer Science and Engineering, University of Minnesota, Minneapolis, USA

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  2. Ricardo Conejo

    1. E.T.S. Ing. Informatica, Universidad de Málaga, Malaga, Spain

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  3. José L. Marzo

    1. EPS Edifici P-IV ( D.208), University of Girona, Girona, Spain

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  4. Nuria Oliver

    1. Telefonica Research R& D, Barcelona, Spain

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6787)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

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Conference proceedings info: UMAP 2011.

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About this book

This book constitutes the proceedings of the third annual conference under the UMAP title, aptation, which resulted from the merger in 2009 of the successful biannual User Modeling (UM) and Adaptive Hypermedia (AH) conference series, held on Girona, Spain, in July 2011.

The 27 long papers and 6 short papers presented together with15 doctoral consortium papers, 2 invited talks, and 3 industry panel papers were carefully reviewed and selected from 164 submissions. The tutorials and workshops were organized in topical sections on designing adaptive social applications, semantic adaptive social Web, and designing and evaluating new generation user modeling.

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Table of contents (51 papers)

  1. Front Matter

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  2. Full Research Papers

    1. Analyzing User Modeling on Twitter for Personalized News Recommendations

      • Fabian Abel, Qi Gao, Geert-Jan Houben, Ke Tao
      Pages 1-12

    2. Ensembling Predictions of Student Knowledge within Intelligent Tutoring Systems

      • Ryan S. J. d. Baker, Zachary A. Pardos, Sujith M. Gowda, Bahador B. Nooraei, Neil T. Heffernan
      Pages 13-24

    3. Creating Personalized Digital Human Models of Perception for Visual Analytics

      • Mike Bennett, Aaron Quigley
      Pages 25-37

    4. Coping with Poor Advice from Peers in Peer-Based Intelligent Tutoring: The Case of Avoiding Bad Annotations of Learning Objects

      • John Champaign, Jie Zhang, Robin Cohen
      Pages 38-49

    5. Modeling Mental Workload Using EEG Features for Intelligent Systems

      • Maher Chaouachi, Imène Jraidi, Claude Frasson
      Pages 50-61

    6. Context-Dependent Feedback Prioritisation in Exploratory Learning Revisited

      • Mihaela Cocea, George D. Magoulas
      Pages 62-74

    7. Performance Comparison of Item-to-Item Skills Models with the IRT Single Latent Trait Model

      • Michel C. Desmarais
      Pages 75-86

    8. Hybrid User Preference Models for Second Life and OpenSimulator Virtual Worlds

      • Joshua Eno, Gregory Stafford, Susan Gauch, Craig W. Thompson
      Pages 87-98

    9. Recipe Recommendation: Accuracy and Reasoning

      • Jill Freyne, Shlomo Berkovsky, Gregory Smith
      Pages 99-110

    10. Tag-Based Resource Recommendation in Social Annotation Applications

      • Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin Burke
      Pages 111-122

    11. The Impact of Rating Scales on User’s Rating Behavior

      • Cristina Gena, Roberto Brogi, Federica Cena, Fabiana Vernero
      Pages 123-134

    12. Looking Beyond Transfer Models: Finding Other Sources of Power for Student Models

      • Yue Gong, Joseph E. Beck
      Pages 135-146

    13. Using Browser Interaction Data to Determine Page Reading Behavior

      • David Hauger, Alexandros Paramythis, Stephan Weibelzahl
      Pages 147-158

    14. A User Interface for Semantic Competence Profiles

      • Martin Hochmeister, Johannes Daxböck
      Pages 159-170

    15. Open Social Student Modeling: Visualizing Student Models with Parallel IntrospectiveViews

      • I-Han Hsiao, Fedor Bakalov, Peter Brusilovsky, Birgitta König-Ries
      Pages 171-182

    16. Location-Adapted Music Recommendation Using Tags

      • Marius Kaminskas, Francesco Ricci
      Pages 183-194

    17. Leveraging Collaborative Filtering to Tag-Based Personalized Search

      • Heung-Nam Kim, Majdi Rawashdeh, Abdulmotaleb El Saddik
      Pages 195-206

    18. Modelling Symmetry of Activity as an Indicator of Collocated Group Collaboration

      • Roberto Martinez, Judy Kay, James R. Wallace, Kalina Yacef
      Pages 207-218

    19. A Dynamic Sliding Window Approach for Activity Recognition

      • Javier Ortiz Laguna, Angel García Olaya, Daniel Borrajo
      Pages 219-230
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Other volumes

  1. User Modeling, Adaption and Personalization

  2. Advances in User Modeling

Editors and Affiliations

  • Department of Computer Science and Engineering, University of Minnesota, Minneapolis, USA

    Joseph A. Konstan

  • E.T.S. Ing. Informatica, Universidad de Málaga, Malaga, Spain

    Ricardo Conejo

  • EPS Edifici P-IV ( D.208), University of Girona, Girona, Spain

    José L. Marzo

  • Telefonica Research R& D, Barcelona, Spain

    Nuria Oliver

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