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User Modeling, Adaptation and Personalization

23rd International Conference, UMAP 2015, Dublin, Ireland, June 29 -- July 3, 2015. Proceedings

  • Francesco Ricci
  • Kalina Bontcheva
  • Owen Conlan
  • Séamus Lawless
Conference proceedings UMAP 2015

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9146)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9146)

Table of contents

  1. Front Matter
    Pages I-XVI
    PDF

  2. Long Presentations

    1. Front Matter
      Pages 1-1
      PDF
    2. Exploring the Potential of User Modeling Based on Mind Maps
      Joeran Beel, Stefan Langer, Georgia Kapitsaki, Corinna Breitinger, Bela Gipp
      Pages 3-17
    3. Modeling Motivation in a Social Network Game Using Player-Centric Traits and Personality Traits
      Max V. Birk, Dereck Toker, Regan L. Mandryk, Cristina Conati
      Pages 18-30
    4. Automatic Gaze-Based Detection of Mind Wandering with Metacognitive Awareness
      Robert Bixler, Sidney D’Mello
      Pages 31-43
    5. The Value of Social: Comparing Open Student Modeling and Open Social Student Modeling
      Peter Brusilovsky, Sibel Somyürek, Julio Guerra, Roya Hosseini, Vladimir Zadorozhny
      Pages 44-55
    6. MENTOR: A Physiologically Controlled Tutoring System
      Maher Chaouachi, Imène Jraidi, Claude Frasson
      Pages 56-67
    7. Context-Aware User Modeling Strategies for Journey Plan Recommendation
      Victor Codina, Jose Mena, Luis Oliva
      Pages 68-79
    8. MOOClm: User Modelling for MOOCs
      Ronny Cook, Judy Kay, Bob Kummerfeld
      Pages 80-91
    9. Dynamic Approaches to Modeling Student Affect and its Changing Role in Learning and Performance
      Seth Corrigan, Tiffany Barkley, Zachary Pardos
      Pages 92-103
    10. Analyzing and Predicting Privacy Settings in the Social Web
      Kaweh Djafari Naini, Ismail Sengor Altingovde, Ricardo Kawase, Eelco Herder, Claudia Niederée
      Pages 104-117
    11. Counteracting Anchoring Effects in Group Decision Making
      Martin Stettinger, Alexander Felfernig, Gerhard Leitner, Stefan Reiterer
      Pages 118-130
    12. Gifting as a Novel Mechanism for Personalized Museum and Gallery Interpretation
      Lesley Fosh, Steve Benford, Boriana Koleva, Katharina Lorenz
      Pages 131-142
    13. Supporting Cross-Device Web Search with Social Navigation-Based Mobile Touch Interactions
      Shuguang Han, Daqing He, Zhen Yue, Peter Brusilovsky
      Pages 143-155
    14. A Utility Model for Tailoring Sensor Networks to Users
      Masud Moshtaghi, Ingrid Zukerman
      Pages 156-168
    15. Towards a Recommender Engine for Personalized Visualizations
      Belgin Mutlu, Eduardo Veas, Christoph Trattner, Vedran Sabol
      Pages 169-182
    16. Cross-System Transfer of Machine Learned and Knowledge Engineered Models of Gaming the System
      Luc Paquette, Ryan S. Baker, Adriana de Carvalho, Jaclyn Ocumpaugh
      Pages 183-194
    17. MobiScore: Towards Universal Credit Scoring from Mobile Phone Data
      Jose San Pedro, Davide Proserpio, Nuria Oliver
      Pages 195-207
    18. Where to Next? A Comparison of Recommendation Strategies for Navigating a Learning Object Repository
      Jennifer Sabourin, Lucy Kosturko, Scott McQuiggan
      Pages 208-215
    19. Diagrammatic Student Models: Modeling Student Drawing Performance with Deep Learning
      Andy Smith, Wookhee Min, Bradford W. Mott, James C. Lester
      Pages 216-227
    20. Lessons Learned – 15 Years of Delivering Real-World Pedagogically Driven Courses Using Experimental Platforms
      Athanasios Staikopoulos, Ian O’Keeffe, Owen Conlan
      Pages 228-239
    21. Smartphone Based Stress Prediction
      Thomas Stütz, Thomas Kowar, Michael Kager, Martin Tiefengrabner, Markus Stuppner, Jens Blechert et al.
      Pages 240-251
    22. Exploiting Implicit Item Relationships for Recommender Systems
      Zhu Sun, Guibing Guo, Jie Zhang
      Pages 252-264
    23. The Mars and Venus Effect: The Influence of User Gender on the Effectiveness of Adaptive Task Support
      Alexandria Katarina Vail, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester
      Pages 265-276
    24. Quiet Eye Affects Action Detection from Gaze More Than Context Length
      Hana Vrzakova, Roman Bednarik
      Pages 277-288
    25. User Model in a Box: Cross-System User Model Transfer for Resolving Cold Start Problems
      Chirayu Wongchokprasitti, Jaakko Peltonen, Tuukka Ruotsalo, Payel Bandyopadhyay, Giulio Jacucci, Peter Brusilovsky
      Pages 289-301
    26. Implicit Acquisition of User Personality for Augmenting Movie Recommendations
      Wen Wu, Li Chen
      Pages 302-314
    27. Harnessing Engagement for Knowledge Creation Acceleration in Collaborative Q&A Systems
      Jie Yang, Alessandro Bozzon, Geert-Jan Houben
      Pages 315-327

  3. Short Presentations

    1. Front Matter
      Pages 329-329
      PDF
    2. News Recommender Based on Rich Feedback
      Liliana Ardissono, Giovanna Petrone, Francesco Vigliaturo
      Pages 331-336
    3. News Recommenders: Real-Time, Real-Life Experiences
      Doychin Doychev, Rachael Rafter, Aonghus Lawlor, Barry Smyth
      Pages 337-342
    4. On the Use of Cross-Domain User Preferences and Personality Traits in Collaborative Filtering
      Ignacio Fernández-Tobías, Iván Cantador
      Pages 343-349
    5. Understanding Real-Life Website Adaptations by Investigating the Relations Between User Behavior and User Experience
      Mark P. Graus, Martijn C. Willemsen, Kevin Swelsen
      Pages 350-356
    6. Modelling the User Modelling Community (and Other Communities as Well)
      Dario De Nart, Dante Degl’Innocenti, Andrea Pavan, Marco Basaldella, Carlo Tasso
      Pages 357-363
    7. Personality Correlates for Digital Concert Program Notes
      Marko Tkalčič, Bruce Ferwerda, David Hauger, Markus Schedl
      Pages 364-369
    8. Integrating Context Similarity with Sparse Linear Recommendation Model
      Yong Zheng, Bamshad Mobasher, Robin Burke
      Pages 370-376

  4. Doctoral Consortium

    1. Front Matter
      Pages 377-377
      PDF
    2. Modeling Motivational States Through Interpreting Physical Activity Data for Adaptive Robot Companions
      Elena Corina Grigore
      Pages 379-384
    3. Privacy-Enhanced Personalisation of Web Search
      Anisha T. J. Fernando
      Pages 385-390
    4. From Artifact to Content Source: Using Multimodality in Video to Support Personalized Recomposition
      Fahim A. Salim
      Pages 391-396
    5. Exploiting Item and User Relationships for Recommender Systems
      Zhu Sun
      Pages 397-402
  5. Back Matter
    Pages 403-404
    PDF

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 23rd International Conference on User Modeling, Adaptation and Personalization, UMAP 2015, held in Dublin, Ireland, in June/July 2015.

The 25 long and 7 short papers of the research paper track were carefully reviewed and selected from 112 submissions. The papers reflect the conference theme "Contextualizing the World", highlighting the significance and impact of user modeling and adaptive technologies on a large number of everyday application areas such as: intelligent learning environments, recommender systems, e-commerce, advertising, personalized information retrieval and access, digital humanities, e-government, cultural heritage, and personalized health.

Keywords

HCI design and evaluation methods Web searching Web-based interaction clustering and classification collaborative computing theory collaborative filtering concepts and paradigms e-learning education information discovery knowledge representation and reasoning personalization recommender systems search interfaces semantic networks social computing theory social media social recommendation user models

Editors and affiliations

  • Francesco Ricci
    • 1
  • Kalina Bontcheva
    • 2
  • Owen Conlan
    • 3
  • Séamus Lawless
    • 4
  1. 1.Free University of Bozen-BolzanoBozen-BolzanoItaly
  2. 2.University of SheffieldSheffieldUnited Kingdom
  3. 3.Trinity College DublinDublinIreland
  4. 4.Trinity College DublinDublinIreland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-20267-9
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-20266-2
  • Online ISBN 978-3-319-20267-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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