CEUR-WS.org/Vol-1388 - UMAP 2015 Extended Proceedings
Vol-1388
urn:nbn:de:0074-1388-5
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2015
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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
Alexandra Cristea
Judith Masthoff
**
Alan Said
***
Nava Tintarev
**
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
UMAP 2015 Posters, Demos and Late-breaking Results
DeCAT 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services
PALE 2015: 5th International Workshop on Personalization Approaches in Learning Environments
PATH 2015: International Workshop on Personalisation and Adaption in Technology for Health
PEGOV 2015: 3rd International Workshop on Personalization in e-Government and Smart Cities: Smart Services for Smart Territories
Table of Contents
UMAP 2015 Posters, Demonstrations and Late-breaking Results
chaired by
Andrea Cristea, Nava Tintarev
Preface - UMAP 2015 Posters and
Demonstrations
Alexandra Cristea, Nava Tintarev
Preface - UMAP 2015 Late-breaking Results
Alexandra 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,
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