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9783642134692

User Modeling, Adaptation, and Personalization : 18th International Conference, UMAP 2010, Big Island, HI, USA, June 20-24, 2010, Proceedings

by ; ;
  • ISBN13:

    9783642134692

  • ISBN10:

    3642134696

  • Format: Paperback
  • Copyright: 2010-06-01
  • Publisher: Springer-Verlag New York Inc
  • Purchase Benefits
List Price: $129.00

Summary

This book constitutes the proceedings of the Second International Conference on User Modeling, Adaptation, and Personalization, held on Big Island, HI, USA, in June 2010. This annual conference was merged from the biennial conference series User Modeling, UM, and the conference on Adaptive Hypermedia and Adaptive Web-Based Systems, AH. The 26 long papers and 6 short papers presented together with 7 doctoral consortium papers, 2 invited talks, and 4 industry panel papers were carefully reviewed and selected from 161 submissions. The tutorials and workshops were organized in topical sections on intelligent techniques for web personalization and recommender systems; pervasive user modeling and personalization; user models for motivational systems; adaptive collaboration support; architectures and building blocks of web-based user adaptive systems; adaptation and personalization in e-b/learning using pedagogic conversational agents; and user modeling and adaptation for daily routines.

Table of Contents

Keynote Speakers
Modeling Emotion and Its Expression in virtual Humans (Extended Abstract)p. 1
AdHeat-An Influence-Based Diffusion Model for Propagating Hints to Personalize Social Ads (Abstract)p. 3
Full Research Papers
Can Concept-Based User Modeling Improve Adaptive Visualization?p. 4
Interweaving Public User Profiles on the Webp. 16
Modeling Long-Term Search Engine Usagep. 28
Analysis of Strategies for Building Group Profilesp. 40
Contextual Slip and Prediction of Student Performance After Use of an Intelligent Tutorp. 52
Working Memory Span and E-Learning: The Effect of Personalization Techniques on Learners' performancep. 64
Scaffolding Self-directed Learning with Personalized Learning Goal Recommendationsp. 75
Instructional Video Content Employing User Behavior Analysis: Time Dependent Annotation with Levels of Detailp. 87
A User-and Item-Aware Weighting Scheme for Combining Predictive User Modelsp. 99
PersonisJ: Mobile, Client-Side User Modellingp. 111
Twitter, Sensors and UI: Robust Context Modeling for Interruption Managementp. 123
Ranking Feature Sets for Emotion Models Used in Classroom Based Intelligent Tutoring Systemsp. 135
Inducing Effective Pedagogical Strategies Using Learning Context Featuresp. 147
"Yes!": Using Tutor and Sensor Data to Predict Moments of Delight during Instructional Activitiesp. 159
A Personalized Graph-Based Document Ranking Model Using a Semantic User Profilep. 171
Interaction and Personalization of Criteria in Recommender Systemsp. 183
Collaborative Inference of Sentiments from Textsp. 195
User Modelling for Exclusion and Anomaly Detection: A Behavioural Intrusion Detection Systemp. 207
Introspective Views: An Interface for Scrutinizing Semantic User Modelsp. 219
Analyzing Community Knowledge Sharing Behaviorp. 231
A Data-Driven Technique for Misconception Elicitationp. 243
Modeling Individualization in a Bayesian Networks Implementation of Knowledge Tracingp. 255
Detecting Gaming the System in Constraint-Based Tutorsp. 267
Bayesian Credibility Modeling for Personalized Recommendation in Participatory Mediap. 279
A Study on User Perception of Personality-Based Recommender Systemsp. 291
Compass to Locate the User Model I Need: Building the Bridge between Researchers and Practitioners in User Modelingp. 303
Industry Papers
myCOMAND Automotive User Interface: Personalized Interaction with Multimedia Content Based on Fuzzy Preference Modelingp. 315
User Modeling for Telecommunication Applications: Experiences and Practical Implicationsp. 327
Mobile Web Profiling: A Study of Off-Portal Surfing Habits of Mobile Usersp. 339
Personalized Implicit Learning in a Music Recommender Systemp. 351
Short Research Papers
Personalised Pathway Predictionp. 363
Towards a Customization of Rating Scales in Adaptive Systemsp. 369
Eye-Tracking Study of User Behavior in Recommender Interfacesp. 375
Recommending Food: Reasoning on Recipes and Ingredientsp. 381
Disambiguating Search by Leveraging a Social Context Based on the Stream of User's Activityp. 387
Features of an Independent Open Learner Model Influencing Uptake by University Studentsp. 393
Doctoral Consortium Papers
Recognizing and Predicting the Impact on Human Emotion (Affect) Using Computing Systemsp. 399
Utilising User Texts to Improve Recommendationsp. 403
Semantically-Enhanced Ubiquitous User Modelingp. 407
User Modeling Based on Emergent Domain Semanticsp. 411
"Biographic Spaces": A Personalized Smoking Cessation Intervention in Second Lifep. 415
Task-Based User Modelling for Knowledge Work Supportp. 419
Enhancing User Interaction in Virtual Environments through Adaptive Personalized 3D Interaction Techniquesp. 423
Author Indexp. 427
Table of Contents provided by Ingram. All Rights Reserved.

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