Paul De Bra, Alfred Kobsa, David N. Chin (Eds.): User Modeling, Adaptation, and Personalization, 18th International Conference, UMAP 2010, Big Island, HI, USA, June 20-24, 2010. Proceedings. Springer 2010 Lecture Notes in Computer Science ISBN 978-3-642-13469-2
Keynote Speakers
Stacy Marsella: Modeling Emotion and Its Expression in Virtual Humans. 1-2
Edward Y. Chang: AdHeat - An Influence-Based Diffusion Model for Propagating Hints to Personalize Social Ads. 3
Full Research Papers
Jae-wook Ahn, Peter Brusilovsky: Can Concept-Based User Modeling Improve Adaptive Visualization? 4-15
Fabian Abel, Nicola Henze, Eelco Herder, Daniel Krause: Interweaving Public User Profiles on the Web. 16-27
Christophe Senot, Dimitre Kostadinov, Makram Bouzid, Jérôme Picault, Armen Aghasaryan, Cédric Bernier: Analysis of Strategies for Building Group Profiles. 40-51
Ryan Shaun Joazeiro de Baker, Albert T. Corbett, Sujith M. Gowda, Angela Z. Wagner, Benjamin A. MacLaren, Linda R. Kauffman, Aaron P. Mitchell, Stephen Giguere: Contextual Slip and Prediction of Student Performance after Use of an Intelligent Tutor. 52-63
Nikos Tsianos, Panagiotis Germanakos, Zacharias Lekkas, Costas Mourlas, George Samaras: Working Memory Span and E-Learning: The Effect of Personalization Techniques on Learners' Performance. 64-74
Tobias Ley, Barbara Kump, Cornelia Gerdenitsch: Scaffolding Self-directed Learning with Personalized Learning Goal Recommendations. 75-86
Junzo Kamahara, Takashi Nagamatsu, Masashi Tada, Yohei Kaieda, Yutaka Ishii: Instructional Video Content Employing User Behavior Analysis: Time Dependent Annotation with Levels of Detail. 87-98
Fabian Bohnert, Ingrid Zukerman: A User-and Item-Aware Weighting Scheme for Combining Predictive User Models. 99-110
Simon Gerber, Michael Fry, Judy Kay, Bob Kummerfeld, Glen Pink, Rainer Wasinger: PersonisJ: Mobile, Client-Side User Modelling. 111-122
Justin Tang, Donald J. Patterson: Twitter, Sensors and UI: Robust Context Modeling for Interruption Management. 123-134
David G. Cooper, Kasia Muldner, Ivon Arroyo, Beverly Park Woolf, Winslow Burleson: Ranking Feature Sets for Emotion Models Used in Classroom Based Intelligent Tutoring Systems. 135-146
Min Chi, Kurt VanLehn, Diane J. Litman, Pamela W. Jordan: Inducing Effective Pedagogical Strategies Using Learning Context Features. 147-158
Kasia Muldner, Winslow Burleson, Kurt VanLehn: "Yes!": Using Tutor and Sensor Data to Predict Moments of Delight during Instructional Activities. 159-170
Mariam Daoud, Lynda Tamine, Mohand Boughanem: A Personalized Graph-Based Document Ranking Model Using a Semantic User Profile. 171-182
Shawn R. Wolfe, Yi Zhang: Interaction and Personalization of Criteria in Recommender Systems. 183-194
Yanir Seroussi, Ingrid Zukerman, Fabian Bohnert: Collaborative Inference of Sentiments from Texts. 195-206
Grant Pannell, Helen Ashman: User Modelling for Exclusion and Anomaly Detection: A Behavioural Intrusion Detection System. 207-218
Fedor Bakalov, Birgitta König-Ries, Andreas Nauerz, Martin Welsch: IntrospectiveViews: An Interface for Scrutinizing Semantic User Models. 219-230
Eduardo Guzmán, Ricardo Conejo, Jaime Gálvez: A Data-Driven Technique for Misconception Elicitation. 243-254
Zachary A. Pardos, Neil T. Heffernan: Modeling Individualization in a Bayesian Networks Implementation of Knowledge Tracing. 255-266
Ryan Shaun Joazeiro de Baker, Antonija Mitrovic, Moffat Mathews: Detecting Gaming the System in Constraint-Based Tutors. 267-278
Aaditeshwar Seth, Jie Zhang, Robin Cohen: Bayesian Credibility Modeling for Personalized Recommendation in Participatory Media. 279-290
Armelle Brun, Anne Boyer, Liana Razmerita: Compass to Locate the User Model I Need: Building the Bridge between Researchers and Practitioners in User Modeling. 303-314
Industry Papers
Philipp Fischer, Andreas Nürnberger: myCOMAND Automotive User Interface: Personalized Interaction with Multimedia Content Based on Fuzzy Preference Modeling. 315-326
Heath Hohwald, Enrique Frías-Martínez, Nuria Oliver: User Modeling for Telecommunication Applications: Experiences and Practical Implications. 327-338
Daniel Olmedilla, Enrique Frías-Martínez, Rubén Lara: Mobile Web Profiling: A Study of Off-Portal Surfing Habits of Mobile Users. 339-350
Suzana Kordumova, Ivana Kostadinovska, Mauro Barbieri, Verus Pronk, Jan H. M. Korst: Personalized Implicit Learning in a Music Recommender System. 351-362
Short Research Papers

Federica Cena, Fabiana Vernero, Cristina Gena: Towards a Customization of Rating Scales in Adaptive Systems. 369-374

Tomás Kramár, Michal Barla, Mária Bieliková: Disambiguating Search by Leveraging a Social Context Based on the Stream of User's Activity. 387-392
Susan Bull: Features of an Independent Open Learner Model Influencing Uptake by University Students. 393-398
Doctoral Consortium Papers
David G. Cooper: Recognizing and Predicting the Impact on Human Emotion (Affect) Using Computing Systems. 399-402
Yanir Seroussi: Utilising User Texts to Improve Recommendations. 403-406
Till Plumbaum: Semantically-Enhanced Ubiquitous User Modeling. 407-410
Ana Boa-Ventura, Luís Saboga-Nunes: "Biographic spaces": A Personalized Smoking Cessation Intervention in Second Life. 415-418
Charlie Abela, Chris Staff, Siegfried Handschuh: Task-Based User Modelling for Knowledge Work Support. 419-422
Johanna Renny Octavia, Karin Coninx, Chris Raymaekers: Enhancing User Interaction in Virtual Environments through Adaptive Personalized 3D Interaction Techniques. 423-426



