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Vol-1388
urn:nbn:de:0074-1388-5
Copyright ©
2015 for the individual papers
by the papers' authors. Copying permitted for private and academic purposes.
This volume is published and copyrighted by its editors.
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UMAP-ExtProc 2015
UMAP 2015 Extended Proceedings
Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP 2015)
Dublin, Ireland, June 29 - July 3, 2015.
Edited by
*
University of Warwick,
UK
**
University of Aberdeen,
UK
***
Recorded Future,
Sweden
The workshops at the 23th conference on User Modeling, Adaptation and Personalization cover broad and exciting topics related to ongoing research in the field. The workshops bring together researchers from a large number of academic institutions across the world.
Twenty papers at four workshops at UMAP 2015 highlight the impact of different factors such as learning environments and health on user modeling. At the same time, the workshops attempt to discuss new challenges in the field such as language understanding and analytics in the the context of social networks, learning and personalization in MOOCs as well as traditional learning environments, government services in the world of smart cities, and the needs of healthcare professionals in the modern personalized e-health landscape.
Poster and demonstration papers contain innovative research ideas, preliminary results, industry showcases, and system prototypes, addressing both the theory and practice of User Modelling, Adaptation and Personalization.
Similarly to poster and demonstration papers, late-breaking results contain innovative research ideas, preliminary results, industry showcases, and system prototypes. In addition, some papers introduce recently started research projects or summarize project results.
Contents at a Glance
Table of Contents
UMAP 2015 Posters, Demonstrations and Late-breaking Results
chaired by Andrea Cristea, Nava Tintarev
Posters
- Predicting Actions Using a Probabilistic Model of Human Decision Behaviours
Anthony Cruickshank, Subramanian Ramamoorthy, Richard Shillcock
- Introducing Distiller: a Lightweight Framework for Knowledge Extraction and Filtering
Dario De Nart, Dante Degl'Innocenti, Carlo Tasso
- Teacher Scaffolding of a Student's Self-regulated Learning using an Open Learner Model
Aidan Jones, Susan Bull, Ginevra Castellano
- Examining Multimodal Characteristics of Video to Understand User Engagement
Fahim A. Salim, Killian Levacher, Owen Conlan, Nick Campbell
- Large Scale Discovery of Seasonal Music From User Data
Cameron Summers, Phillip Popp
- Utilizing Gaze Data in Learning: From Reading Patterns Detection to Personalization
Robert Moro, Maria Bielikova
Demonstrations
- OdysseusRecSys: Collaborative Filtering based on a Data Stream Management System
Cornelius A. Ludmann, Marco Grawunder, H.-Jurgen Appelrath
- The PersonaWeb System: Personalizing E-Commerce Environments based on Human Factors
Panagiotis Germanakos, Marios Belk, Argyris Constantinides, George Samaras
- LibRec: A Java Library for Recommender Systems
Guibing Guo, Jie Zhang, Zhu Sun, Neil Yorke-Smith
- Adaptive Applications to Assist Students with Autism in Succeeding in Higher Education
Alejandro Montes García, Natalia Stash, Paul De Bra
- Generating Personalised and Opinionated Review Summaries
Khalil Muhammad, Aonghus Lawlor, Rachael Rafter, Barry Smyth
Late-breaking Results
- A Methodology for Discovering how to Adaptively Personalize to Users using Experimental Comparisons
Joseph Jay Williams, Neil Heffernan
- Using Basic Level Concepts in a Linked Data Graph to Detect User's Domain Familiarity
Marwan Al-Tawil, Vania Dimitrova, Dhavalkumar Thakker
- Detecting Filter Bubbles in Ongoing News Stories
Giang Binh Tran, Eelco Herder
- Personality & Emotional States: Understanding Users' Music Listening Needs
Bruce Ferwerda, Markus Schedl, Marko Tkalcic
- What's On My Plate: Towards Recommending Recipe Variations for Diabetes Patients
Markus Rokicki, Eelco Herder, Elena Demidova
- Adaptive Recommendations for Patients with Diabetes
Stephan Weibelzahl, Dominikus Heckmann, Eelco Herder, Karsten Müssig, Janko Schildt
DeCAT 2015: Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services
organized by Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro
- DeCAT 2015 - Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro
- Automatic Task-Cluster Generation based on Document Switching and Revisitation
Charlie Abela, Chris Staff, Siegfried Handschuh
- Creativity Profiling Server: Modelling the Principal Components of Human Creativity over Texts
George Panagopoulos, Pythagoras Karampiperis, Antonis Koukourikos, Sotiris Konstantinidis
- Bitcoin Spread Prediction Using Social and Web Search Media
Martina Matta, Ilaria Lunesu, Michele Marchesi
- Employing Relation between Reading and Writing Skills on Age Based Categorization of Short Estonian Texts
Avar Pentel
- Modeling Short-Term Preferences in Time-Aware Recommender Systems
Pierpaolo Basile, Annalina Caputo, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
Download the DeCat 2015 proceedings in a single volume.
PALE 2015: 5th International Workshop on Personalization Approaches in Learning Environments
organized by Milos Kravcik, Olga C. Santos, Jesus G. Boticario, Maria Bielikova, Thomas Horvath
- 5th International Workshop on Personalization Approaches in Learning Environments (PALE 2015): Preface
Milos Kravcik, Olga C. Santos, Jesus G. Boticario, Maria Bielikova, Thomas Horvath
- Benefits and Risks of Emphasis Adaptation in Study Workflows
Nava Tintarev, Matt Green, Judith Masthoff, Frouke Hermens
- The Student Advice Recommender Agent: SARA
Jim Greer, Stephanie Frost, Ryan Banow, Craig Thompson, Sara Kuleza, Ken Wilson, Gina Koehn
- Personalising e-Learning Systems: Lessons Learned from a Vocational Education Case Study
Lie Ming Tang, Kalina Yacef
- Modeling Learner Information wihting an Integrated Model on Standard-based Representations
Mario Chacón-Rivas, Olga C. Santos, Jesus G. Boticario
- Patterns of Confusion: Using Mouse Logs to Predict User's Emotional State
Avar Pental
- Using Problem Statement Parameters and Ranking Solution Difficulty to Support Personalization
Rômulo C. Silva, Alexandre I. Direne, Diego Marczal
Download the PALE 2015 proceedings in a single volume.
PATH 2015: International Workshop on Personalisation and Adaption in Technology for Health
organized by Matt Dennis, Kirsten A. Smith, Floriana Grasso, Cécile Paris
- 2015 International Workshop on Personalisation and Adaption in Technology for Health: Preface
Matt Dennis, Kirsten A. Smith, Floriana Grasso, Cécile Paris
- An Unobtrusive System to Monitor Physical Functioning of the Older Adults: Results of a Pilot Study
Miriam Cabrita, Mohammad Hossein Nassabi, Harm op den Akker, Monique Tabak, Hermie Hermens, Miriam Vollenbroek
- An mHealth Intervention Strategy for Physical Activity Coaching in Cancer Survivors
Marije Wolvers, Miriam Vollenbroek-Hutten
- Adapting Emotional Support to Personality for Carers Experiencing Stress
Kirsten A. Smith, Judith Masthoff, Nava Tintarev, Wendy Moncur
- Personal Sensing Wear: The Role of Textile Sensors
Shirley Coyle, James Connolly, Jennifer Deignan, Mathilde Sabourin, Eoghan MacNamura, Conor O'Quigley, Keiran Moran, Joan Condell, Kevin Curran, Dermot Diamond
- Acceptance of Mobile Apps for Health Self-management: Regulatory Fit Perspective
Marzena Nieroda, Kathleen Keeling, Debbie Keeling
- How Can Skin Check Reminders be Personalised to Patient Conscientiousness?
Matt Dennis, Kirsten A. Smith, Judith Masthoff, Nava Tintarev
Download the PATH 2015 proceedings in a single volume.
PEGOV 2015: 3rd International Workshop on Personalization in e-Government and Smart Cities: Smart Services for Smart Territories
organized by Nikolaos Loutas, Fedelucio Narducci, Adegboyega Ojo, Matteo Palmonari, Cécile Paris, Giovanni Semeraro
- 3rd International Workshop on PErsonalization in e-GOVernment and Smart Cities (PEGOV): Smart Services for Smart Territories
Nikolaos Loutas, Fedelucio Narducci, Adegboyega Ojo, Matteo Palmonari, Cécile Paris, Giovanni Semeraro
- A Wiki-based Environment for Constraint-based Recommender Systems Applied in the E-Government Domain
Stefan Reiterer, Alexander Felfernig, Michael Jeran, Martin Stettinger, Manfred Wundara, Wolfgang Eixelsberger
- Providing Personalized Cultural Heritage Information for the Smart Region - A Proposed Methodology
Antonino Lo Bue, Alan J. Wecker, Tsvi Kuflik, Alberto Machì, Oliviero Stock
- Personalized Extended Government for Local Public Administrations
Claudio Biancalana, Alessandro Micarelli, Guiseppe Sansonetti
Download the PEGOV 2015 proceedings in a single volume.
2015-06-23: submitted by Nava Tintarev,
metadata incl. bibliographic data published under Creative Commons CC0
2015-06-23: published on CEUR-WS.org
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