The 33 revised full papers and 30 poster summaries presented together with papers of 12 selected doctoral consortium articles and the abstracts of 3 invited lectures were carefully reviewed and selected from 160 submissions.
The book offers topical sections on adaptive hypermedia, affective computing, data mining for personalization and cross-recommendation, ITS and adaptive advice, modeling and recognizing human activity, multimodality and ubiquitous computing, recommender systems, student modeling, user modeling and interactive systems, and Web site navigation support.
Author(s): Anthony Jameson (auth.), Liliana Ardissono, Paul Brna, Antonija Mitrovic (eds.)
Series: Lecture Notes in Computer Science 3538 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005
Language: English
Pages: 533
Tags: User Interfaces and Human Computer Interaction; Information Systems Applications (incl.Internet); Artificial Intelligence (incl. Robotics); Simulation and Modeling; Computer Appl. in Social and Behavioral Sciences; Computers and Society
Front Matter....Pages -
User Modeling Meets Usability Goals....Pages 1-3
Hey, That’s Personal!....Pages 4-4
Inhabited Models: Supporting Coherent Behavior in Online Systems....Pages 5-8
Integrating Open User Modeling and Learning Content Management for the Semantic Web....Pages 9-18
Modeling Suppositions in Users’ Arguments....Pages 19-29
Generative Programming Driven by User Models....Pages 30-39
Data-Driven Refinement of a Probabilistic Model of User Affect....Pages 40-49
Recognizing Emotion from Postures: Cross-Cultural Differences in User Modeling....Pages 50-59
Recognizing, Modeling, and Responding to Users’ Affective States....Pages 60-69
Using Learner Focus of Attention to Detect Learner Motivation Factors....Pages 70-73
Player Modeling Impact on Player’s Entertainment in Computer Games....Pages 74-78
Using Learning Curves to Mine Student Models....Pages 79-88
Exploiting Probabilistic Latent Information for the Construction of Community Web Directories....Pages 89-98
ExpertiseNet: Relational and Evolutionary Expert Modeling....Pages 99-108
Task-Oriented Web User Modeling for Recommendation....Pages 109-118
Ontologically-Enriched Unified User Modeling for Cross-System Personalization....Pages 119-123
Using Student and Group Models to Support Teachers in Web-Based Distance Education....Pages 124-133
Using Similarity to Infer Meta-cognitive Behaviors During Analogical Problem Solving....Pages 134-143
COPPER: Modeling User Linguistic Production Competence in an Adaptive Collaborative Environment....Pages 144-153
User Cognitive Style and Interface Design for Personal, Adaptive Learning. What to Model?....Pages 154-163
Tailored Responses for Decision Support....Pages 164-168
Decision Theoretic Dialogue Planning for Initiative Problems....Pages 169-173
A Semi-automated Wizard of Oz Interface for Modeling Tutorial Strategies....Pages 174-178
Generating Artificial Corpora for Plan Recognition....Pages 179-188
Reasoning About Interaction in a Multi-user System....Pages 189-198
A Comparison of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities....Pages 199-209
Modeling Agents That Exhibit Variable Performance in a Collaborative Setting....Pages 210-219
Detecting When Students Game the System, Across Tutor Subjects and Classroom Cohorts....Pages 220-224
A Bayesian Approach to Modelling Users’ Information Display Preferences....Pages 225-230
Modeling of the Residual Capability for People with Severe Motor Disabilities: Analysis of Hand Posture....Pages 231-235
Non-intrusive User Modeling for a Multimedia Museum Visitors Guide System....Pages 236-240
Modelling the Behaviour of Elderly People as a Means of Monitoring Well Being....Pages 241-250
Bayesphone: Precomputation of Context-Sensitive Policies for Inquiry and Action in Mobile Devices....Pages 251-260
Just Do What I Tell You: The Limited Impact of Instructions on Multimodal Integration Patterns....Pages 261-270
Motion-Based Adaptation of Information Services for Mobile Users....Pages 271-276
Interaction-Based Adaptation for Small Screen Devices....Pages 277-281
Adapting Home Behavior to Its Inhabitants....Pages 282-286
Design and Evaluation of a Music Retrieval Scheme That Adapts to the User’s Impressions....Pages 287-296
The Pursuit of Satisfaction: Affective State in Group Recommender Systems....Pages 297-306
An Economic Model of User Rating in an Online Recommender System....Pages 307-316
Incorporating Confidence in a Naive Bayesian Classifier....Pages 317-326
Modeling User’s Opinion Relevance to Recommending Research Papers....Pages 327-331
User- and Community-Adaptive Rewards Mechanism for Sustainable Online Community....Pages 332-336
Off-line Evaluation of Recommendation Functions....Pages 337-341
Evaluating the Intrusion Cost of Recommending in Recommender Systems....Pages 342-346
Introducing Prerequisite Relations in a Multi-layered Bayesian Student Model....Pages 347-356
Exploring Eye Tracking to Increase Bandwidth in User Modeling....Pages 357-366
Modeling Students’ Metacognitive Errors in Two Intelligent Tutoring Systems....Pages 367-376
Modeling Individual and Collaborative Problem Solving in Medical Problem-Based Learning....Pages 377-386
User Modeling in a Distributed E-Learning Architecture....Pages 387-391
Computer Adaptive Testing: Comparison of a Probabilistic Network Approach with Item Response Theory....Pages 392-396
A Framework for Browsing, Manipulating and Maintaining Interoperable Learner Profiles....Pages 397-401
Towards Efficient Item Calibration in Adaptive Testing....Pages 402-406
Synergy of Performance-Based Model and Cognitive Trait Model in DP-ITS....Pages 407-411
Up and Down the Number-Line: Modelling Collaboration in Contrasting School and Home Environments....Pages 412-416
Temporal Blurring: A Privacy Model for OMS Users....Pages 417-422
A Framework of Context-Sensitive Visualization for User-Centered Interactive Systems....Pages 423-427
Gumo – The General User Model Ontology....Pages 428-432
Balancing Awareness and Interruption: Investigation of Notification Deferral Policies....Pages 433-437
A Decomposition Model for the Layered Evaluation of Interactive Adaptive Systems....Pages 438-442
User Control over User Adaptation: A Case Study....Pages 443-447
Towards User Modeling Meta-ontology....Pages 448-452
Evaluation of a System for Personalized Summarization of Web Contents....Pages 453-462
Social Navigation Support Through Annotation-Based Group Modeling....Pages 463-472
Discovering Stages in Web Navigation....Pages 473-482
The Impact of Link Suggestions on User Navigation and User Perception....Pages 483-492
Modeling Emotions from Non-verbal Behaviour in an Affective Tutoring System....Pages 493-495
Ubiquitous User Modeling in Recommender Systems....Pages 496-498
User Modelling to Support User Customization....Pages 499-501
ETAPP: A Collaboration Framework That Copes with Uncertainty Regarding Team Members....Pages 502-505
Towards Explicit Physical Object Referencing....Pages 506-508
Adaptive User Interfaces for In-vehicle Devices....Pages 509-511
Agent-Based Ubiquitous User Modeling....Pages 512-514
Using Qualitative Modelling Approach to Model Motivational Characteristics of Learners....Pages 515-517
Improving Explicit Profile Acquisition by Means of Adaptive Natural Language Dialog....Pages 518-520
Modelling User Ability in Computer Games....Pages 521-523
Constraint-Sensitive Privacy Management for Personalized Web-Based Systems....Pages 524-526
Modularized User Modeling in Conversational Recommender Systems....Pages 527-529
Back Matter....Pages -
