User Modeling 2007

11th International Conference, UM 2007, Corfu, Greece, July 25-29, 2007. Proceedings

  • Editors
  • Cristina Conati
  • Kathleen McCoy
  • Georgios Paliouras
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4511)

Table of contents

  1. Front Matter
  2. Invited Papers

  3. Full Papers

    1. Evaluating User/Student Modeling Techniques

      1. Sandra Carberry, Stephanie Elzer
        Pages 7-16
      2. Ryan S. J. D. Baker, M. P. Jacob Habgood, Shaaron E. Ainsworth, Albert T. Corbett
        Pages 17-26
    2. Data Mining and Machine Learning for User Modeling

    3. Collaborative Filtering and Recommender Systems

      1. David Bonnefoy, Makram Bouzid, Nicolas Lhuillier, Kevin Mercer
        Pages 87-96
      2. Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos
        Pages 97-106
    4. Cognitive Modeling

      1. Albert Corbett, Angela Wagner, Sharon Lesgold, Harry Ulrich, Scott Stevens
        Pages 117-126
      2. Marcus Heinath, Jeronimo Dzaack, Andre Wiesner, Leon Urbas
        Pages 127-136
      3. Joseph E. Beck, Kai-min Chang
        Pages 137-146
    5. User Adaptation and Usability

About these proceedings

Introduction

As the variety and complexity of interactive systems increase, understanding how a system can dynamically capture relevant user needs and traits, and - tomatically adapting its interaction to this information, has become critical for devising e?ective advanced services and interfaces. The International User M- eling Conference represents the central forum for presenting the advances in the research and development of personalized, user-adaptive systems. Bi-annual scienti?c meetings of the user modeling community started in 1986 as a small invitational workshop held in Maria Laach, Germany, with 24 participants. The workshops continued with an open format, and grew into an international c- ference with 74 submissions in 1994. While maintaining its feel as a highly - gaged and intimate community, the conference has continued to grow, reaching the record number of 169 submissions (153 full papers and 16 posters) in this current edition, held in Corfu, Greece. With an acceptance rate of 19. 6% for long papers and 38% for posters, - lected by a team of reviewers who proved to be exceptionally thorough and thoughtful in their reviewers, this year’s program followed the high standards set by the previous editions, and presented an exciting range of interdisciplinary work covering topics such as cognitive modeling, modeling of user a?ect and meta-cognition,empirical evaluations of noveltechniques, user modeling for - bilecomputingandrecommendersystems,useradaptivityandusability.

Keywords

cognition data mining filtering learning machine learning modeling recommender system

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-73078-1
  • Copyright Information Springer-Verlag Berlin Heidelberg 2007
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-73077-4
  • Online ISBN 978-3-540-73078-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349