Limit search to available items
Book Cover
E-book
Author UMAP 2012 (2012 : Montréal, Québec)

Title User modeling, adaptation, and personalization : 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012. Proceedings / Judith Masthoff [and others] (eds.)
Published Berlin ; New York : Springer, ©2012

Copies

Description 1 online resource (xviii, 396 pages) : illustrations
Series Lecture notes in computer science, 1611-3349 ; 7379
LNCS sublibrary. SL 3, Information systems and application, incl. Internet/Web and HCI
Lecture notes in computer science ; 7379. 1611-3349
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
Contents Personalized Network Updates: Increasing Social Interactions and Contributions in Social Networks / Shlomo Berkovsky, Jill Freyne and Gregory Smith -- Realistic Simulation of Museum Visitors' Movements as a Tool for Assessing Sensor-Based User Models / Fabian Bohnert, Ingrid Zukerman and David W. Albrecht -- GECKOmmender: Personalised Theme and Tour Recommendations for Museums / Fabian Bohnert, Ingrid Zukerman and Junaidy Laures -- Property-Based Interest Propagation in Ontology-Based User Model / Federica Cena, Silvia Likavec and Francesco Osborne -- EEG Estimates of Engagement and Cognitive Workload Predict Math Problem Solving Outcomes / Federico Cirett Galán and Carole R. Beal -- Preference Relation Based Matrix Factorization for Recommender Systems / Maunendra Sankar Desarkar, Roopam Saxena and Sudeshna Sarkar -- A Framework for Modeling Trustworthiness of Users in Mobile Vehicular Ad-Hoc Networks and Its Validation through Simulated Traffic Flow / John Finnson, Jie Zhang, Thomas Tran, Umar Farooq Minhas and Robin Cohen -- A Comparative Study of Users' Microblogging Behavior on Sina Weibo and Twitter / Qi Gao, Fabian Abel, Geert-Jan Houben and Yong Yu -- Modeling Multiple Distributions of Student Performances to Improve Predictive Accuracy / Yue Gong, Joseph E. Beck and Carolina Ruiz -- A Simple But Effective Method to Incorporate Trusted Neighbors in Recommender Systems / Guibing Guo, Jie Zhang and Daniel Thalmann -- Exploring Gaze Data for Determining User Learning with an Interactive Simulation / Samad Kardan and Cristina Conati -- Studies to Determine User Requirements Regarding In-Home Monitoring Systems / Melanie Larizza, Ingrid Zukerman, Fabian Bohnert, R. Andrew Russell and Lucy Busija, et al. -- Improving Tensor Based Recommenders with Clustering / Martin Leginus, Peter Dolog and Valdas Žemaitis -- Models of User Engagement / Janette Lehmann, Mounia Lalmas, Elad Yom-Tov and Georges Dupret -- Improving the Performance of Unit Critiquing / Monika Mandl and Alexander Felfernig -- Enhanced Semantic TV-Show Representation for Personalized Electronic Program Guides / Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro and Marco de Gemmis, et al. -- Attention and Selection in Online Choice Tasks / Vidhya Navalpakkam, Ravi Kumar, Lihong Li and D. Sivakumar -- Investigating Explanations to Justify Choice / Ingrid Nunes, Simon Miles, Michael Luck and Carlos J.P. de Lucena -- The Effect of Suspicious Profiles on People Recommenders / Luiz Augusto Pizzato, Joshua Akehurst, Cameron Silvestrini, Kalina Yacef and Irena Koprinska, et al. -- Users and Noise: The Magic Barrier of Recommender Systems / Alan Said, Brijnesh J. Jain, Sascha Narr and Till Plumbaum -- Improving Construct Validity Yields Better Models of Systematic Inquiry, Even with Less Information / Michael A. Sao Pedro, Ryan S.J. d. Baker and Janice D. Gobert -- Inferring Personality of Online Gamers by Fusing Multiple-View Predictions / Jianqiang Shen, Oliver Brdiczka, Nicolas Ducheneaut, Nicholas Yee and Bo Begole -- Towards Adaptive Information Visualization: On the Influence of User Characteristics / Dereck Toker, Cristina Conati, Giuseppe Carenini and Mona Haraty -- WTF? Detecting Students Who Are Conducting Inquiry Without Thinking Fastidiously / Michael Wixon, Ryan S.J. d. Baker, Janice D. Gobert, Jaclyn Ocumpaugh and Matthew Bachmann -- Adapting Performance Feedback to a Learner's Conscientiousness / Matt Dennis, Judith Masthoff and Chris Mellish -- A Multi-faceted User Model for Twitter / John Hannon, Kevin McCarthy, Michael P. O'Mahony and Barry Smyth -- Evaluating Rating Scales Personality / Tsvi Kuflik, Alan J. Wecker, Federica Cena and Cristina Gena -- Automating the Modeling of Learners' Erroneous Behaviors in Model-Tracing Tutors / Luc Paquette, Jean-François Lebeau and André Mayers -- Using Touch as a Predictor of Effort: What the iPad Can Tell Us about User Affective State / David H. Shanabrook, Ivon Arroyo and Beverly Park Woolf -- Domain Ranking for Cross Domain Collaborative Filtering / Amit Tiroshi and Tsvi Kuflik -- User Modelling Ecosystems: A User-Centred Approach / Rainer Wasinger, Michael Fry, Judy Kay and Bob Kummerfeld -- Adaptive Score Reports / Diego Zapata-Rivera -- Improving Matrix Factorization Techniques of Student Test Data with Partial Order Constraints / Behzad Beheshti and Michel Desmarais -- Evaluating an Implementation of an Adaptive Game-Based Learning Architecture / Florian Berger -- Towards a Generic Model for User Assistance / Blandine Ginon -- Resolving Data Sparsity and Cold Start in Recommender Systems / Guibing Guo -- Data Mining for Adding Adaptive Interventions to Exploratory and Open-Ended Environments / Samad Kardan -- Formalising Human Mental Workload as Non-monotonic Concept for Adaptive and Personalised Web-Design / Luca Longo -- Detecting, Acquiring and Exploiting Contextual Information in Personalized Services / Ante Odić -- Multi-source Provenance-aware User Interest Profiling on the Social Semantic Web / Fabrizio Orlandi -- User Feedback and Preferences Mining / Ladislav Peska -- Ubiquitous Fuzzy User Modeling for Multi-application Environments by Mining Socially Enhanced Online Traces / Hilal Tarakci and Nihan Kesim Cicekli -- Facilitating Code Example Search on the Web through Expertise Personalization / Annie T.T. Ying
Summary Annotation This book constitutes the refereed proceedings of the 20 th International Conference on User Modeling, Adaptation, and Personalization, held in Montreal, Canada, in July 2012. The 22 long and 7 short papers of the Research Paper Track presented were carefully reviewed and selected from 101 submissions. The papers are organized in topical sections on user engagement; trust; user motivation, attention, and effort; recommender systems (including topics such as matrix factorization, critiquing, noise and spam in recommender systems); user centered design and evaluation; educational data mining; modeling learners; user models in microblogging; and visualization. The Industry Paper Track covered innovative commercial implementations or applications of UMAP technologies, and experience in applying recent research advances in practice. 2 long and 1 short papers were accepted of 5 submissions
Analysis Computer science
Information storage and retrieval systems
Artificial intelligence
User Interfaces and Human Computer Interaction
Information Storage and Retrieval
Information Systems Applications (incl. Internet)
e-Commerce/e-business
Bibliography Includes bibliographical references and author index
Notes Online resource; title from PDF title page (SpringerLink, viewed August 13, 2012)
In Springer eBooks
Subject Human-computer interaction -- Congresses
User-centered system design -- Congresses
Informatique.
Human-computer interaction
User-centered system design
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Masthoff, Judith
ISBN 9783642314544
3642314546
Other Titles UMAP 2012