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User Modeling 2001

8th International Conference, UM 2001, Sonthofen, Germany, July 13-17, 2001. Proceedings

Mathias Bauer, Piotr J. Gmytrasiewicz, Julita Vassileva (Herausgeber)

Buch | Softcover

XIV, 326 Seiten

2001
Springer Berlin (Verlag)
9783540423256 (ISBN)

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The study of the ?eld of user modeling (UM) has resulted in signi?cant amounts of theoretical work, as well as practical experience, in developing UM-based applications in traditional areas of human-computer interaction and tutoring systems. Further, it promises to have an enormous impact on recent developments in areas like information ?ltering, e-commerce, adaptive presentation techniques, and interface agents. A user model is an explicit representation of properties of a particular user, which allows the system to adapt diverse aspects of its performance to individual users needs. TechniquesforUMhavebeendevelopedandevaluatedbytheoreticiansandpractitioners in a variety of ?elds, including arti?cial intelligence, education, psychology, cognitive science, linguistics, and human-computer interaction. The International Conferences on User Modeling constitute the major forum for pres- tationanddiscussionofboththelatestdevelopmentsinacademicresearchonallaspects of user modeling and industrial experience in deploying adaptive systems in real-world applications. This volume contains the proceedings of the Eighth International C- ference on User Modeling (UM2001), held in Sonthofen, Germany. It follows UM99 (Banff,Canada),UM97(Sardinia,Italy),UM96(Hawaii,USA),UM94(Hyannis,USA), UM92(Dagstuhl,WestGermany),UM90(Hawaii,USA)andUM86(MariaLaach,West Germany). Until now, the proceedings of the conference have been published with university p- lishers.AfterdiscussionswithinUMInc.,itwasdecidedfromnowontopublishthep- ceedingsvolumewithoneofthemajorpublishingcompanies,toensurewideravailability of the volume in libraries and archives. After careful consideration Springer-Verlag was chosen. The UM2001 program includes tutorials, invited talks, technical paper and poster s- sions, a doctoral consortium, workshops, and system demonstrations. There were a total of 79 technical submissions from 20 countries.

Dr.-Ing. habil. Mathias Bauer, Priv.-Doz., ist stellvertretender Hauptabteilungsleiter für Berufsbildung, Arbeits- und Umweltschutz, Arbeitsmedizin und Leiter des am freien Markt tätigen Service-Centers Arbeitsschutz der Saarbergwerke. Privatdozent an der RWTH Aachen, Lehr- und Forschungsgebiet für Arbeits- und Gesundheitsschutz. Rektor der Fachhochschule für Bergbau, Rohstoffveredelung und Arbeitswissenschaften, Saarbrücken.

Full Papers.- Harnessing Models of Users' Goals to Mediate Clarification Dialog in Spoken Language Systems.- Modeling the Acquisition of English: An Intelligent CALL Approach ?.- Recognizing Time Pressure and Cognitive Load on the Basis of Speech: An Experimental Study.- The Learning Shell: Automated Macro Construction.- Learning Interaction Models in a Digital Library Service.- A User Modeling Approach to Determining System Initiative in Mixed-Initiative AI Systems.- Collaborating with Focused and Unfocused Users under Imperfect Communication.- Improving User Modelling with Content-Based Techniques.- An Integrated Approach for Generating Arguments and Rebuttals and Understanding Rejoinders.- Acquiring User Preferences for Product Customization.- Utility-Based Decision Tree Optimization: A Framework for Adaptive Interviewing.- User Modelling in I-Help: What, Why, When and How.- An Adaptive User-Interface-Agent Modeling Communication Availability.- Cognitive Computer Tutors: Solving the Two-Sigma Problem.- Applying Interactive Open Learner Models to Learning Technical Terminology.- Student and Instructor Models: Two Kinds of User Model and Their Interaction in an ITS Authoring Tool.- METIORE: A Personalized Information Retrieval System.- Personalizing Delivered Information in a Software Reuse Environment.- Automating Personal Categorization Using Artificial Neural Networks.- Posters.- User Modelling as an Aid for Human Web Assistants.- Modelling the Interests of a News Service User.- Category Based Customization Approach for Information Retrieval.- Using Rollouts to Induce a Policy from a User Model.- Tailoring the Content of Dynamically Generated Explanations.- A User Model Based on Content Analysis for the Intelligent Personalization of a News Service.- ModelingExploratory Behaviour.- Ascribing and Weighting Beliefs in Deceptive Information Exchanges.- Visual Search and Background Complexity: Does the Forest Hide the Trees?.- Characterizing Sequences of User Actions for Access Logs Analysis.- Modeling Literary Style for Semi-automatic Generation of Poetry.- Perceptual Considerations for Quality of Service Management: An Integrated Architecture.- Emotions and Personality in Agent Design and Modeling.- Using Document Structures for Personal Ontologies and User Modeling*.- User-Tailored Plan Presentation.- Investigating Students' Self-Assessment Skills.- Generating Personal Travel Guides - And Who Wants Them?.- Inspectability and User Controlled Revision on Long Term User Models.- Getting the Right Information to the Right Person.- Goals, Tasks and Application Domains as the Guidelines for Defining a Framework for User Modelling.- Doctoral Consortium.- Improving Student Models by Reasoning about Cognitive Ability, Emotions and Gender.- Integrating Multilingual Text Classification Tasks and User Modeling in Personalized Newspaper Services.- Enhancing Embodied Intelligent Agents with Affective User Modelling.- Designing TV Viewer Stereotypes for an Electronic Program Guide.- AGENDA CULTUREL An Adaptive Cultural Information Service.- Ubiquitous User Modeling for Situated Interaction.- An Intelligent Pedagogical Agent in CALL.- How to Learn More about Users from Implicit Observations1.- Student Modelling for CALL Based on Pedagogical Standards.- Evaluation of Adaptive Systems.- Supporting Negotiated Assessment Using Open Student Models.- Using Markov Chains for Structural Link Prediction in Adaptive Web Sites.- Invited Talks.- Tailoring Privacy to Users' Needs 1.- Heavyweight Applications of Lightweight User Models: A Look atCollaborative Filtering, Recommender Systems, and Real-Time Personalization.- Eye Tracking: A Rich Source of Information for User Modeling.

Erscheint lt. Verlag	27.6.2001
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XIV, 326 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	481 g
Themenwelt	Mathematik / Informatik ► Informatik ► Betriebssysteme / Server
Schlagworte	Adaptive Systems • cognitive science • Computer-Assisted Learning • Distance Education • Hardcover, Softcover / Informatik, EDV/Betriebssysteme, Benutzeroberflächen • HC/Informatik, EDV/Betriebssysteme, Benutzeroberflächen • HC/Informatik, EDV/Informatik • Human-Computer interaction • Interface Agents • learning • Linguistics • Modeling • Student Modeling • User Collaboration • User Interfaces • User Modeling • Virtual Reality
ISBN-13	9783540423256 / 9783540423256
Zustand	Neuware