User Modeling, Adaptation, and Personalization: 22nd International Conference, UMAP 2014, Aalborg, Denmark, July 7-11, 2014. Proceedings

Front Matter....Pages -
Modelling Long Term Goals....Pages 1-12
A Personalization Method Based on Human Factors for Improving Usability of User Authentication Tasks....Pages 13-24
The Magic Barrier of Recommender Systems – No Magic, Just Ratings....Pages 25-36
Toward Fully Automated Person-Independent Detection of Mind Wandering....Pages 37-48
Hybrid Recommendation in Heterogeneous Networks....Pages 49-60
Recommendation Based on Contextual Opinions....Pages 61-73
User Partitioning Hybrid for Tag Recommendation....Pages 74-85
Predicting User Locations and Trajectories....Pages 86-97
A Two-Stage Item Recommendation Method Using Probabilistic Ranking with Reconstructed Tensor Model....Pages 98-110
Time-Sensitive User Profile for Optimizing Search Personlization....Pages 111-121
A Computational Model for Mood Recognition....Pages 122-133
Privacy and User Trust in Context-Aware Systems....Pages 134-145
Hoeffding-CF: Neighbourhood-Based Recommendations on Reliably Similar Users....Pages 146-157
Toward a Personalized Approach for Combining Document Relevance Estimates....Pages 158-170
Adaptive Support versus Alternating Worked Examples and Tutored Problems: Which Leads to Better Learning?....Pages 171-182
Te,Te,Hi,Hi: Eye Gaze Sequence Analysis for Informing User-Adaptive Information Visualizations....Pages 183-194
Text-Based User-kNN: Measuring User Similarity Based on Text Reviews....Pages 195-206
Using DBpedia as a Knowledge Source for Culture-Related User Modelling Questionnaires....Pages 207-218
Eye Tracking to Understand User Differences in Visualization Processing with Highlighting Interventions....Pages 219-230
Evil Twins: Modeling Power Users in Attacks on Recommender Systems....Pages 231-242
Personality Profiling from Text: Introducing Part-of-Speech N -Grams....Pages 243-253
Collaborative Compound Critiquing....Pages 254-265
Sparrows and Owls: Characterisation of Expert Behaviour in StackOverflow....Pages 266-277
Generalizability of Goal Recognition Models in Narrative-Centered Learning Environments....Pages 278-289
Extending Log-Based Affect Detection to a Multi-User Virtual Environment for Science....Pages 290-300
Utilizing Mind-Maps for Information Retrieval and User Modelling....Pages 301-313
iSCUR: Interest and Sentiment-Based Community Detection for User Recommendation on Twitter....Pages 314-319
Towards Identifying Contextual Factors on Parking Lot Decisions....Pages 320-325
Trust-Based Decision-Making for Energy-Aware Device Management....Pages 326-337
Doing More with Less: Student Modeling and Performance Prediction with Reduced Content Models....Pages 338-349
The Role of Adaptive Elements in Web-Based Surveillance System User Interfaces....Pages 350-362
Uncovering Latent Knowledge: A Comparison of Two Algorithms....Pages 363-368
Client-Side Hybrid Rating Prediction for Recommendation....Pages 369-380
Combining Distributional Semantics and Entity Linking for Context-Aware Content-Based Recommendation....Pages 381-392
IntelWiki: Recommending Resources to Help Users Contribute to Wikipedia....Pages 393-404
Balancing Adaptivity and Customisation....Pages 405-410
Who’s Afraid of Job Interviews? Definitely a Question for User Modelling....Pages 411-422
Towards Understanding the Nonverbal Signatures of Engagement in Super Mario Bros....Pages 423-434
Towards Personalized Multilingual Information Access - Exploring the Browsing and Search Behavior of Multilingual Users....Pages 435-446
Graph-Based Recommendations: Make the Most Out of Social Data....Pages 447-458
Fast Incremental Matrix Factorization for Recommendation with Positive-Only Feedback....Pages 459-470
When the Question is Part of the Answer: Examining the Impact of Emotion Self-reports on Student Emotion....Pages 471-477
Enhancing Exploratory Information-Seeking through Interaction Modeling....Pages 478-483
Hybrid Solution of the Cold-Start Problem in Context-Aware Recommender Systems....Pages 484-489
Improving Mobile Recommendations through Context-Aware User Interaction....Pages 490-495
Personalized Cultural Heritage Experience Outside the Museum: Connecting the Museum Experience to the Outside World....Pages 496-501
Personality Profiling from Text and Grammar....Pages 502-507
Back Matter....Pages -