User Modeling 2007: 11th International Conference, UM 2007, Corfu, Greece, July 25-29, 2007, Proceedings

Front Cover
Cristina Conati, Kathleen McCoy, Georgios Paliouras
Springer Science & Business Media, 2007 M06 15 - 496 pages
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.
 

Contents

UserCentered Interaction Design for Smart Artefacts
1
Toward a New Medium for Exchanging Experiences
3
The Present and the Future
5
Exploiting Evidence Analysis in Plan Recognition
7
Modeling the Acquisition of Fluent Skill in Educational Action Games
17
An Evaluation of the Push Approach to Evidence Propagation
27
Principles of Lifelong Learning for Predictive User Modeling
37
Studying Active Participation and Community Evolution
47
A User Model of Psychophysiological Measure of Emotion
319
A UserItem Predictive Model for Collaborative Filtering Recommendation
324
Automatic Generation of Students Conceptual Models from Answers in Plain Text
329
Capturing User Interests by Both Exploitation and Exploration
334
Conceptualizing Student Models for ICALL
340
ContextDependent User Modelling for Smart Homes
345
A Study of Interruptions and Recovery of Task Activity
350
CrossDomain Mediation in Collaborative Filtering
355

Privacy Preserving Cross System Personalization
57
Construction of OntologyBased User Model for Web Personalization
67
Aiding User Critiques in Recommender Systems
77
Delivering Personalised Recommendations in Multiuser Environments
87
FeatureWeighted User Model for Recommender Systems
97
Evaluating a Simulated Student Using Real Students Data for Training and Testing
107
Modeling Students Natural Language Explanations
117
Applications for Cognitive User Modeling
127
A Fundamental Problem of Student Modeling
137
Understanding the Utility of Rationale in a MixedInitiative System for GUI Customization
147
Respecting Users Individual Privacy Constraints in Web Personalization
157
Personalized Previews of AlternativeRoutes in Virtual Environments
167
An EyeTracking Investigation
177
EEGRelated Changes in Cognitive Workload Engagement and Distraction as Students Acquire Problem Solving Skills
187
Eliciting Motivation Knowledge from Log Files Towards Motivation Diagnosis for Adaptive Systems
197
A Dynamic Bayesian Network Approach
207
Extending a ConstraintBased Tutoring System to Support Collaboration
217
Methods and Models
228
Analyzing Museum Visitors Behavior Patterns
238
A ContextAware Movie Preference Model Using a Bayesian Network for Recommendation and Promotion
247
Validation of a Causal Model
258
Improving Social Filtering Techniques Through WordNetBased User Profiles
268
Supporting Word of Mouth
278
Evaluation of Modeling Music Similarity Perception Via Feature Subset Selection
288
A Practical Activity Capture Framework for Personal Lifetime User Modeling
298
A Probabilistic Relational Student Model for VirtualLaboratories
303
A SemanticsBased Dialogue for Interoperability of UserAdaptive Systems in a Ubiquitous Environment
309
A User Independent Biosignal Based Emotion Recognition Method
314
Driver Destination Models
360
Enabling Efficient Real Time User Modeling in OnLine Campus
365
Eliciting Adaptation Knowledge from OnLine Tutors to Increase Motivation
370
Improving User Taught Task Models
375
Inducing User Affect Recognition Models for TaskOriented Environments
380
The Rijksmuseum Case Study
385
Kansei Processing Agent for Personalizing Retrieval
390
Maximizing the Utility of Situated Public Displays
395
Modeling Preferences in a Distributed Recommender System
400
Multiple Evidence Combination in Web Site Search Based on Users Access Histories
405
Flexible Sharing of Location Information
410
Opportunities and Challenges for User Modelling
415
Personalized Control of Smart Environments
420
Studying Model Ambiguity in a Language ITS
425
Tailoring and the Efficiency of Information Seeking
430
The Effect of Model Granularity on Student Performance Prediction Using Bayesian Networks
435
Supporting the User Decision in Mobile Social Software Applications
440
How Can User Model Benefit from Tags?
445
Web Customer Modeling for Automated Session Prioritization on High Traffic Sites
450
Whats in a Step? Toward General Abstract Representations of Tutoring System Log Data
455
Encouraging Contributions to Online Communities with Personalization and Incentives
460
SemanticEnhanced Personalised Support for Knowledge Sharing in Virtual Communities
465
Explaining Recommendations
470
Designing Persuasive Health Behaviour Change Dialogs
475
UserCentered Design for Personalized Access to Cultural Heritage
480
Author Index
485
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