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22. UMAP 2014: Aalborg, Denmark
- Vania Dimitrova, Tsvi Kuflik
, David Chin, Francesco Ricci
, Peter Dolog
, Geert-Jan Houben:
User Modeling, Adaptation, and Personalization - 22nd International Conference, UMAP 2014, Aalborg, Denmark, July 7-11, 2014. Proceedings. Lecture Notes in Computer Science 8538, Springer 2014, ISBN 978-3-319-08785-6
Long Presentations
- Debjanee Barua, Judy Kay, Bob Kummerfeld, Cécile Paris:
Modelling Long Term Goals. 1-12 - Marios Belk, Panagiotis Germanakos, Christos Fidas
, George Samaras:
A Personalization Method Based on Human Factors for Improving Usability of User Authentication Tasks. 13-24 - Alejandro Bellogín, Alan Said
, Arjen P. de Vries:
The Magic Barrier of Recommender Systems - No Magic, Just Ratings. 25-36 - Robert Bixler, Sidney K. D'Mello:
Toward Fully Automated Person-Independent Detection of Mind Wandering. 37-48 - Robin D. Burke, Fatemeh Vahedian, Bamshad Mobasher
:
Hybrid Recommendation in Heterogeneous Networks. 49-60 - Guanliang Chen
, Li Chen
:
Recommendation Based on Contextual Opinions. 61-73 - Jonathan Gemmell, Bamshad Mobasher
, Robin D. Burke
:
User Partitioning Hybrid for Tag Recommendation. 74-85 - Eelco Herder, Patrick Siehndel, Ricardo Kawase:
Predicting User Locations and Trajectories. 86-97 - Noor Ifada
, Richi Nayak
:
A Two-Stage Item Recommendation Method Using Probabilistic Ranking with Reconstructed Tensor Model. 98-110 - Ameni Kacem
, Mohand Boughanem
, Rim Faiz:
Time-Sensitive User Profile for Optimizing Search Personlization. 111-121 - Christina Katsimerou, Judith A. Redi, Ingrid Heynderickx:
A Computational Model for Mood Recognition. 122-133 - Saskia Koldijk, Gijs Koot, Mark A. Neerincx, Wessel Kraaij
:
Privacy and User Trust in Context-Aware Systems. 134-145 - Pawel Matuszyk, Myra Spiliopoulou:
Hoeffding-CF: Neighbourhood-Based Recommendations on Reliably Similar Users. 146-157 - Bilel Moulahi, Lynda Tamine, Sadok Ben Yahia
:
Toward a Personalized Approach for Combining Document Relevance Estimates. 158-170 - Amir Shareghi Najar, Antonija Mitrovic, Bruce M. McLaren:
Adaptive Support versus Alternating Worked Examples and Tutored Problems: Which Leads to Better Learning? 171-182 - Ben Steichen, Michael M. A. Wu, Dereck Toker, Cristina Conati, Giuseppe Carenini:
Te, Te, Hi, Hi: Eye Gaze Sequence Analysis for Informing User-Adaptive Information Visualizations. 183-194 - Maria Terzi, Matthew Rowe, Maria Angela Ferrario, Jon Whittle:
Text-Based User-kNN: Measuring User Similarity Based on Text Reviews. 195-206 - Dhavalkumar Thakker, Lydia Lau, Ronald Denaux, Vania Dimitrova, Paul Brna, Christina M. Steiner:
Using DBpedia as a Knowledge Source for Culture-Related User Modelling Questionnaires. 207-218 - Dereck Toker, Cristina Conati:
Eye Tracking to Understand User Differences in Visualization Processing with Highlighting Interventions. 219-230 - David C. Wilson, Carlos E. Seminario:
Evil Twins: Modeling Power Users in Attacks on Recommender Systems. 231-242 - William R. Wright, David N. Chin:
Personality Profiling from Text: Introducing Part-of-Speech N-Grams. 243-253 - Haoran Xie
, Li Chen
, Feng Wang:
Collaborative Compound Critiquing. 254-265 - Jie Yang
, Ke Tao, Alessandro Bozzon
, Geert-Jan Houben:
Sparrows and Owls: Characterisation of Expert Behaviour in StackOverflow. 266-277
Short Presentations
- Alok Baikadi, Jonathan P. Rowe
, Bradford W. Mott, James C. Lester:
Generalizability of Goal Recognition Models in Narrative-Centered Learning Environments. 278-289 - Ryan Shaun Baker, Jaclyn Ocumpaugh, Sujith M. Gowda, Amy M. Kamarainen, Shari J. Metcalf:
Extending Log-Based Affect Detection to a Multi-User Virtual Environment for Science. 290-300 - Jöran Beel
, Stefan Langer, Marcel Genzmehr, Bela Gipp
:
Utilizing Mind-Maps for Information Retrieval and User Modelling. 301-313 - Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, Giuseppe Sansonetti:
iSCUR: Interest and Sentiment-Based Community Detection for User Recommendation on Twitter. 314-319 - Klaus Goffart, Michael Schermann, Christopher Kohl, Jörg Preißinger, Helmut Krcmar:
Towards Identifying Contextual Factors on Parking Lot Decisions. 320-325 - Stephan Hammer, Michael Wißner, Elisabeth André:
Trust-Based Decision-Making for Energy-Aware Device Management. 326-337 - Yun Huang, Yanbo Xu, Peter Brusilovsky
:
Doing More with Less: Student Modeling and Performance Prediction with Reduced Content Models. 338-349 - Ricardo Lage, Peter Dolog
, Martin Leginus:
The Role of Adaptive Elements in Web-Based Surveillance System User Interfaces. 350-362 - Danny J. Lynch, Colm P. Howlin:
Uncovering Latent Knowledge: A Comparison of Two Algorithms. 363-368 - Andrés Moreno, Harold Castro, Michel Riveill:
Client-Side Hybrid Rating Prediction for Recommendation. 369-380 - Cataldo Musto
, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Combining Distributional Semantics and Entity Linking for Context-Aware Content-Based Recommendation. 381-392 - Mohammad Noor Nawaz Chowdhury, Andrea Bunt:
IntelWiki: Recommending Resources to Help Users Contribute to Wikipedia. 393-404 - Elena Not
, Daniela Petrelli
:
Balancing Adaptivity and Customisation - In Search of Sustainable Personalisation in Cultural Heritage. 405-410 - Kaska Porayska-Pomsta, Paola Rizzo, Ionut Damian, Tobias Baur
, Elisabeth André, Nicolas Sabouret, Hazaël Jones, Keith Anderson, Evi Chryssafidou:
Who's Afraid of Job Interviews? Definitely a Question for User Modelling. 411-422 - Noor Shaker, Mohammad Shaker:
Towards Understanding the Nonverbal Signatures of Engagement in Super Mario Bros. 423-434 - Ben Steichen, M. Rami Ghorab, Alexander O'Connor, Séamus Lawless, Vincent Wade:
Towards Personalized Multilingual Information Access - Exploring the Browsing and Search Behavior of Multilingual Users. 435-446 - Amit Tiroshi, Shlomo Berkovsky
, Mohamed Ali Kâafar
, David Vallet, Tsvi Kuflik:
Graph-Based Recommendations: Make the Most Out of Social Data. 447-458 - João Vinagre
, Alípio Mário Jorge
, João Gama
:
Fast Incremental Matrix Factorization for Recommendation with Positive-Only Feedback. 459-470 - Michael Wixon, Ivon Arroyo:
When the Question is Part of the Answer: Examining the Impact of Emotion Self-reports on Student Emotion. 471-477
Doctoral Consortium
- Kumaripaba Athukorala:
Enhancing Exploratory Information-Seeking through Interaction Modeling. 478-483 - Matthias Braunhofer:
Hybrid Solution of the Cold-Start Problem in Context-Aware Recommender Systems. 484-489 - Béatrice Lamche:
Improving Mobile Recommendations through Context-Aware User Interaction. 490-495 - Alan J. Wecker
:
Personalized Cultural Heritage Experience Outside the Museum: Connecting the Museum Experience to the Outside World. 496-501 - William R. Wright:
Personality Profiling from Text and Grammar. 502-507

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