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11. UM 2007: Corfu, Greece
- Cristina Conati, Kathleen F. McCoy, Georgios Paliouras:
User Modeling 2007, 11th International Conference, UM 2007, Corfu, Greece, June 25-29, 2007, Proceedings. Lecture Notes in Computer Science 4511, Springer 2007, ISBN 978-3-540-73077-4
Invited Papers
- Norbert A. Streitz:
The Disappearing Computer: User-Centered Interaction Design for Smart Artefacts. 1-2 - Yasuyuki Sumi:
Experience Medium: Toward a New Medium for Exchanging Experiences. 3-4 - Martha E. Pollack:
Intelligent Assistive Technology: The Present and the Future. 5-6
Evaluating User/Student Modeling Techniques
- Sandra Carberry, Stephanie Elzer:
Exploiting Evidence Analysis in Plan Recognition. 7-16 - Ryan Shaun Joazeiro de Baker, M. P. Jacob Habgood, Shaaron Ainsworth, Albert T. Corbett:
Modeling the Acquisition of Fluent Skill in Educational Action Games. 17-26 - Michael Yudelson, Peter Brusilovsky, Vladimir Zadorozhny:
A User Modeling Server for Contemporary Adaptive Hypermedia: An Evaluation of the Push Approach to Evidence Propagation. 27-36
Data Mining and Machine Learning for User Modeling
- Ashish Kapoor, Eric Horvitz:
Principles of Lifelong Learning for Predictive User Modeling. 37-46 - Tanja Falkowski, Myra Spiliopoulou:
Users in Volatile Communities: Studying Active Participation and Community Evolution. 47-56 - Bhaskar Mehta:
Learning from What Others Know: Privacy Preserving Cross System Personalization. 57-66 - Hui Zhang, Yu Song, Han-Tao Song:
Construction of Ontology-Based User Model for Web Personalization. 67-76
Collaborative Filtering and Recommender Systems
- Li Chen, Pearl Pu:
Preference-Based Organization Interfaces: Aiding User Critiques in Recommender Systems. 77-86 - David Bonnefoy, Makram Bouzid, Nicolas Lhuillier, Kevin Mercer:
"More Like This" or "Not for Me": Delivering Personalised Recommendations in Multi-user Environments. 87-96 - Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos:
Feature-Weighted User Model for Recommender Systems. 97-106
Cognitive Modeling
- Noboru Matsuda, William W. Cohen, Jonathan Sewall, Gustavo Lacerda, Kenneth R. Koedinger:
Evaluating a Simulated Student Using Real Students Data for Training and Testing. 107-116 - Albert T. Corbett, Angela Z. Wagner, Sharon Lesgold, Harry Ulrich, Scott M. Stevens:
Modeling Students' Natural Language Explanations. 117-126 - Marcus Heinath, Jeronimo Dzaack, Andre Wiesner, Leon Urbas:
Applications for Cognitive User Modeling. 127-136 - Joseph E. Beck, Kai-min Chang:
Identifiability: A Fundamental Problem of Student Modeling. 137-146
User Adaptation and Usability
- Andrea Bunt, Joanna McGrenere, Cristina Conati:
Understanding the Utility of Rationale in a Mixed-Initiative System for GUI Customization. 147-156 - Yang Wang, Alfred Kobsa:
Respecting Users' Individual Privacy Constraints in Web Personalization. 157-166 - Mehmed M. Kantardzic, Pedram Sadeghian:
Personalized Previews of Alternative Routes in Virtual Environments. 167-176 - Susan Bull, Neil Cooke, Andrew Mabbott:
Visual Attention in Open Learner Model Presentations: An Eye-Tracking Investigation. 177-186
Modeling A?ect and Meta-cognition
- Ronald H. Stevens, Trysha Galloway, Chris Berka:
EEG-Related Changes in Cognitive Workload, Engagement and Distraction as Students Acquire Problem Solving Skills. 187-196 - Mihaela Cocea, Stephan Weibelzahl:
Eliciting Motivation Knowledge from Log Files Towards Motivation Diagnosis for Adaptive Systems. 197-206 - Choo-Yee Ting, Mohammad Reza Beik Zadeh:
Assessing Learner's Scientific Inquiry Skills Across Time: A Dynamic Bayesian Network Approach. 207-216 - Nilufar Baghaei, Antonija Mitrovic:
From Modelling Domain Knowledge to Metacognitive Skills: Extending a Constraint-Based Tutoring System to Support Collaboration. 217-227
Mobile, Ubiquitous, and Context Aware User Modeling
- Eric Horvitz, Paul Koch, Muru Subramani:
Mobile Opportunistic Planning: Methods and Models. 228-237 - Massimo Zancanaro, Tsvi Kuflik, Zvi Boger, Dina Goren-Bar, Dan Goldwasser:
Analyzing Museum Visitors' Behavior Patterns. 238-246 - Chihiro Ono, Mori Kurokawa, Yoichi Motomura, Hideki Asoh:
A Context-Aware Movie Preference Model Using a Bayesian Network for Recommendation and Promotion. 247-257 - Fabio Pianesi, Ilenia Graziola, Massimo Zancanaro:
Intrinsic Motivational Factors for the Intention to Use Adaptive Technology: Validation of a Causal Model. 258-267
Intelligent Information Retrieval, Information Filtering, and Content Personalization
- Pasquale Lops, Marco Degemmis, Giovanni Semeraro:
Improving Social Filtering Techniques Through WordNet-Based User Profiles. 268-277 - Andrew Webster, Julita Vassileva:
Push-Poll Recommender System: Supporting Word of Mouth. 278-287 - Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Evaluation of Modeling Music Similarity Perception Via Feature Subset Selection. 288-297
Poster Papers
- Max Van Kleek, Howard E. Shrobe:
A Practical Activity Capture Framework for Personal, Lifetime User Modeling. 298-302 - Julieta Noguez, Luis Enrique Sucar, Enrique David Espinosa:
A Probabilistic Relational Student Model for Virtual Laboratories. 303-308 - Federica Cena, Lora Aroyo:
A Semantics-Based Dialogue for Interoperability of User-Adaptive Systems in a Ubiquitous Environment. 309-313 - Georgios Rigas, Christos D. Katsis, George Ganiatsas, Dimitrios I. Fotiadis:
A User Independent, Biosignal Based, Emotion Recognition Method. 314-318 - Olivier Villon, Christine L. Lisetti:
A User Model of Psycho-physiological Measure of Emotion. 319-323 - Heung-Nam Kim, Ae-Ttie Ji, Cheol Yeon, GeunSik Jo:
A User-Item Predictive Model for Collaborative Filtering Recommendation. 324-328 - Diana Rosario Pérez Marín, Enrique Alfonseca, Pilar Rodríguez, Ismael Pascual-Nieto:
Automatic Generation of Students' Conceptual Models from Answers in Plain Text. 329-333 - Ka Cheung Sia, Shenghuo Zhu, Yun Chi, Koji Hino, Belle L. Tseng:
Capturing User Interests by Both Exploitation and Exploration. 334-339 - Luiz A. Amaral, Detmar Meurers:
Conceptualizing Student Models for ICALL. 340-344 - Elena Vildjiounaite, Otilia Kocsis, Vesa Kyllönen, Basilis Kladis:
Context-Dependent User Modelling for Smart Homes. 345-349 - Shamsi T. Iqbal, Eric Horvitz:
Conversations Amidst Computing: A Study of Interruptions and Recovery of Task Activity. 350-354 - Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci:
Cross-Domain Mediation in Collaborative Filtering. 355-359 - John Krumm, Eric Horvitz:
Driver Destination Models. 360-364 - Santi Caballé, Fatos Xhafa, Thanasis Daradoumis, Raul Fernandez:
Enabling Efficient Real Time User Modeling in On-Line Campus. 365-369 - Teresa Hurley, Stephan Weibelzahl:
Eliciting Adaptation Knowledge from On-Line Tutors to Increase Motivation. 370-374 - Phillip Michalak, James F. Allen:
Improving User Taught Task Models. 375-379 - Sunyoung Lee, Scott W. McQuiggan, James C. Lester:
Inducing User Affect Recognition Models for Task-Oriented Environments. 380-384 - Yiwen Wang, Lora Aroyo, Natalia Stash, Lloyd Rutledge:
Interactive User Modeling for Personalized Access to Museum Collections: The Rijksmuseum Case Study. 385-389 - Sunkyoung Baek, Myunggwon Hwang, Pankoo Kim:
Kansei Processing Agent for Personalizing Retrieval. 390-394 - Jörg Müller, Antonio Krüger, Tsvi Kuflik:
Maximizing the Utility of Situated Public Displays. 395-399 - Sylvain Castagnos, Anne Boyer:
Modeling Preferences in a Distributed Recommender System. 400-404 - Chen Ding, Jin Zhou:
Multiple Evidence Combination in Web Site Search Based on Users' Access Histories. 405-409 - Mark Assad, David J. Carmichael, Judy Kay, Bob Kummerfeld:
MyPlace Locator: Flexible Sharing of Location Information. 410-414 - Minh Dang Thang, Vania Dimitrova, Karim Djemame:
Personalised Mashups: Opportunities and Challenges for User Modelling. 415-419 - Giovanni Cozzolongo, Berardina De Carolis, Sebastiano Pizzutilo:
Personalized Control of Smart Environments. 420-424 - Brent Martin, Amanda Nicholas:
Studying Model Ambiguity in a Language ITS. 425-429 - Nathalie Colineau, Cécile Paris:
Tailoring and the Efficiency of Information Seeking. 430-434 - Zachary A. Pardos, Neil T. Heffernan, Brigham S. Anderson, Cristina Linquist-Heffernan:
The Effect of Model Granularity on Student Performance Prediction Using Bayesian Networks. 435-439 - Giuseppe Lugano, Pertti Saariluoma:
To Share or Not to Share: Supporting the User Decision in Mobile Social Software Applications. 440-444 - Francesca Carmagnola, Federica Cena, Omar Cortassa, Cristina Gena, Ilaria Torre:
Towards a Tag-Based User Model: How Can User Model Benefit from Tags? 445-449 - Nicolás Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà, Jordi Torres:
Web Customer Modeling for Automated Session Prioritization on High Traffic Sites. 450-454 - Kurt VanLehn, Kenneth R. Koedinger, Alida Skogsholm, Adaeze Nwaigwe, Robert G. M. Hausmann, Anders Weinstein, Benjamin Billings:
What's in a Step? Toward General, Abstract Representations of Tutoring System Log Data. 455-459
Doctoral Consortium Papers
- F. Maxwell Harper:
Encouraging Contributions to Online Communities with Personalization and Incentives. 460-464 - Styliani Kleanthous:
Semantic-Enhanced Personalised Support for Knowledge Sharing in Virtual Communities. 465-469 - Nava Tintarev:
Explaining Recommendations. 470-474 - Hien Nguyen:
Designing Persuasive Health Behaviour Change Dialogs. 475-479 - Yiwen Wang:
User-Centered Design for Personalized Access to Cultural Heritage. 480-484
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