10. UM 2005: Edinburgh, Scotland, UK
Liliana Ardissono, Paul Brna, Antonija Mitrovic (Eds.): User Modeling 2005, 10th International Conference, UM 2005, Edinburgh, Scotland, UK, July 24-29, 2005, Proceedings. Springer 2005 Lecture Notes in Computer Science ISBN 3-540-27885-0
Invited Talks
Anthony Jameson: User Modeling Meets Usability Goals. 1-3
Lorrie Faith Cranor: Hey, That's Personal! 4
Thomas Erickson: Inhabited Models: Supporting Coherent Behavior in Online Systems. 5-8
Adaptive Hypermedia
Ronald Denaux, Vania Dimitrova, Lora Aroyo: Integrating Open User Modeling and Learning Content Management for the Semantic Web. 9-18

Affective Computing
Cristina Conati, Heather Maclaren: Data-Driven Refinement of a Probabilistic Model of User Affect. 40-49
Andrea Kleinsmith, P. Ravindra De Silva, Nadia Bianchi-Berthouze: Recognizing Emotion from Postures: Cross-Cultural Differences in User Modeling. 50-59
Helmut Prendinger, Junichiro Mori, Mitsuru Ishizuka: Recognizing, Modeling, and Responding to Users' Affective States. 60-69
Lei Qu, Ning Wang, W. Lewis Johnson: Using Learner Focus of Attention to Detect Learner Motivation Factors. 70-73
Georgios N. Yannakakis, Manolis Maragoudakis: Player Modeling Impact on Player's Entertainment in Computer Games. 74-78
Data Mining for Personalization and Cross-Recommendation

Dimitrios Pierrakos, Georgios Paliouras: Exploiting Probabilistic Latent Information for the Construction of Community Web Directories. 89-98
Xiaodan Song, Belle L. Tseng, Ching-Yung Lin, Ming-Ting Sun: ExpertiseNet: Relational and Evolutionary Expert Modeling. 99-108
Bhaskar Mehta, Claudia Niederée, Avare Stewart, Marco Degemmis, Pasquale Lops, Giovanni Semeraro: Ontologically-Enriched Unified User Modeling for Cross-System Personalization. 119-123
ITS and Adaptive Advice
Essam M. Kosba, Vania Dimitrova, Roger D. Boyle: Using Student and Group Models to Support Teachers in Web-Based Distance Education. 124-133
Kasia Muldner, Cristina Conati: Using Similarity to Infer Meta-cognitive Behaviors During Analogical Problem Solving. 134-143
Timothy Read, Elena Bárcena, Beatriz Barros, Raquel Varela, Jesús Pancorbo: COPPER: Modeling User Linguistic Production Competence in an Adaptive Collaborative Environment. 144-153
Elizabeth Uruchrutu, Lachlan M. MacKinnon, Roger Rist: User Cognitive Style and Interface Design for Personal, Adaptive Learning. What to Model? 154-163
Bryan McEleney, Gregory M. P. O'Hare: Decision Theoretic Dialogue Planning for Initiative Problems. 169-173
Paola Rizzo, Hyokyeong Lee, Erin Shaw, W. Lewis Johnson, Ning Wang, Richard E. Mayer: A Semi-automated Wizard of Oz Interface for Modeling Tutorial Strategies. 174-178
Modeling and Recognizing Human Activity


Nuria Oliver, Eric Horvitz: A Comparison of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities. 199-209
Ingrid Zukerman, Christian Guttmann: Modeling Agents That Exhibit Variable Performance in a Collaborative Setting. 210-219
Ryan Shaun Baker, Albert T. Corbett, Kenneth R. Koedinger, Ido Roll: Detecting When Students Game the System, Across Tutor Subjects and Classroom Cohorts. 220-224
Beate Grawemeyer, Richard Cox: A Bayesian Approach to Modelling Users' Information Display Preferences. 225-230
Rachid Kadouche, Mounir Mokhtari, Marc Maier: Modeling of the Residual Capability for People with Severe Motor Disabilities: Analysis of Hand Posture. 231-235
Tsvi Kuflik, Charles B. Callaway, Dina Goren-Bar, Cesare Rocchi, Oliviero Stock, Massimo Zancanaro: Non-intrusive User Modeling for a Multimedia Museum Visitors Guide System. 236-240
Multimodality and Ubiquitous Computing
Nick A. Hine, Andrew Judson, Saqib Ashraf, John L. Arnott, Andrew Sixsmith, Steve Brown, Paul Garner: Modelling the Behaviour of Elderly People as a Means of Monitoring Well Being. 241-250
Eric Horvitz, Paul Koch, Raman Sarin, Johnson Apacible, Muru Subramani: Bayesphone: Precomputation of Context-Sensitive Policies for Inquiry and Action in Mobile Devices. 251-260
Sharon L. Oviatt, Rachel Coulston, Rebecca Lunsford: Just Do What I Tell You: The Limited Impact of Instructions on Multimodal Integration Patterns. 261-270
Mathias Bauer, Matthieu Deru: Motion-Based Adaptation of Information Services for Mobile Users. 271-276
Enrico Bertini, Andrea Calì, Tiziana Catarci, Silvia Gabrielli, Stephen Kimani: Interaction-Based Adaptation for Small Screen Devices. 277-281
Berardina De Carolis: Adapting Home Behavior to Its Inhabitants. 282-286
Recommender Systems
Tadahiko Kumamoto: Design and Evaluation of a Music Retrieval Scheme That Adapts to the User's Impressions. 287-296
Judith Masthoff: The Pursuit of Satisfaction: Affective State in Group Recommender Systems. 297-306
F. Maxwell Harper, Sherry Xin Li, Yan Chen, Joseph A. Konstan: An Economic Model of User Rating in an Online Recommender System. 307-316
Verus Pronk, S. V. R. Gutta, Wim F. J. Verhaegh: Incorporating Confidence in a Naive Bayesian Classifier. 317-326
Sílvio César Cazella, Luis Otávio Campos Alvares: Modeling User's Opinion Relevance to Recommending Research Papers. 327-331
Ran Cheng, Julita Vassileva: User- and Community-Adaptive Rewards Mechanism for Sustainable Online Community. 332-336
Tingshao Zhu, Russell Greiner, Gerald Häubl, Kevin Jewell, Robert Price: Off-line Evaluation of Recommendation Functions. 337-341
Felix Hernandez-del-Olmo, Elena Gaudioso, Jesus Boticario: Evaluating the Intrusion Cost of Recommending in Recommender Systems. 342-346
Student Modeling
Cristina Carmona, Eva Millán, José-Luis Pérez-de-la-Cruz, Mónica Trella, Ricardo Conejo: Introducing Prerequisite Relations in a Multi-layered Bayesian Student Model. 347-356
Cristina Conati, Christina Merten, Kasia Muldner, David Ternes: Exploring Eye Tracking to Increase Bandwidth in User Modeling. 357-366
Ido Roll, Ryan Shaun Baker, Vincent Aleven, Bruce M. McLaren, Kenneth R. Koedinger: Modeling Students' Metacognitive Errors in Two Intelligent Tutoring Systems. 367-376
Siriwan Suebnukarn, Peter Haddawy: Modeling Individual and Collaborative Problem Solving in Medical Problem-Based Learning. 377-386
Peter Brusilovsky, Sergey A. Sosnovsky, Olena Shcherbinina: User Modeling in a Distributed E-Learning Architecture. 387-391
Michel Desmarais, Xiaoming Pu: Computer Adaptive Testing: Comparison of a Probabilistic Network Approach with Item Response Theory. 392-396
Peter Dolog, Michael Schäfer: A Framework for Browsing, Manipulating and Maintaining Interoperable Learner Profiles. 397-401
Zoran Jeremic, Taiyu Lin, Kinshuk, Vladan Devedzic: Synergy of Performance-Based Model and Cognitive Trait Model in DP-ITS. 407-411
Hilary Tunley, Benedict du Boulay, Rosemary Luckin, Joe Holmberg, Joshua Underwood: Up and Down the Number-Line: Modelling Collaboration in Contrasting School and Home Environments. 412-416
User Modeling and Interactive Systems
Rosa Alarcón, Luis A. Guerrero, José A. Pino: Temporal Blurring: A Privacy Model for OMS Users. 417-422
Eui-Chul Jung, Keiichi Sato: A Framework of Context-Sensitive Visualization for User-Centered Interactive Systems. 423-427
Dominik Heckmann, Tim Schwartz, Boris Brandherm, Michael Schmitz, Margeritta von Wilamowitz-Moellendorff: Gumo - The General User Model Ontology. 428-432
Eric Horvitz, Johnson Apacible, Muru Subramani: Balancing Awareness and Interruption: Investigation of Notification Deferral Policies. 433-437
Alex Paramythis, Stephan Weibelzahl: A Decomposition Model for the Layered Evaluation of Interactive Adaptive Systems. 438-442
Michael Yudelson, Tatiana Gavrilova, Peter Brusilovsky: Towards User Modeling Meta-ontology. 448-452
Web Site Navigation Support
Alberto Díaz, Pablo Gervás, Antonio García: Evaluation of a System for Personalized Summarization of Web Contents. 453-462
Rosta Farzan, Peter Brusilovsky: Social Navigation Support Through Annotation-Based Group Modeling. 463-472
Ion Juvina, Eelco Herder: The Impact of Link Suggestions on User Navigation and User Perception. 483-492
Doctoral Consortium Papers
Samuel Alexander: Modeling Emotions from Non-verbal Behaviour in an Affective Tutoring System. 493-495
Shlomo Berkovsky: Ubiquitous User Modeling in Recommender Systems. 496-498
Andrea Bunt: User Modelling to Support User Customization. 499-501
Christian Guttmann: ETAPP: A Collaboration Framework That Copes with Uncertainty Regarding Team Members. 502-505
Michael Kruppa: Towards Explicit Physical Object Referencing. 506-508
Talia Lavie: Adaptive User Interfaces for In-vehicle Devices. 509-511
Andreas Lorenz: Agent-Based Ubiquitous User Modeling. 512-514
Jutima Methaneethorn: Using Qualitative Modelling Approach to Model Motivational Characteristics of Learners. 515-517
Rosmary Stegmann: Improving Explicit Profile Acquisition by Means of Adaptive Natural Language Dialog. 518-520
David Storey: Modelling User Ability in Computer Games. 521-523
Yang Wang: Constraint-Sensitive Privacy Management for Personalized Web-Based Systems. 524-526
Pontus Wärnestål: Modularized User Modeling in Conversational Recommender Systems. 527-529



