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User Modeling, Adaptation and Personalization: 23rd International Conference, UMAP 2015, Dublin, Ireland, June 29 -- July 3, 2015. Proceedings 2015 ed. [Mīkstie vāki]

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  • Formāts: Paperback / softback, 404 pages, height x width: 235x155 mm, weight: 6321 g, 108 Illustrations, black and white; XVI, 404 p. 108 illus., 1 Paperback / softback
  • Sērija : Information Systems and Applications, incl. Internet/Web, and HCI 9146
  • Izdošanas datums: 12-Jun-2015
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3319202669
  • ISBN-13: 9783319202662
  • Mīkstie vāki
  • Cena: 46,91 €*
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  • Formāts: Paperback / softback, 404 pages, height x width: 235x155 mm, weight: 6321 g, 108 Illustrations, black and white; XVI, 404 p. 108 illus., 1 Paperback / softback
  • Sērija : Information Systems and Applications, incl. Internet/Web, and HCI 9146
  • Izdošanas datums: 12-Jun-2015
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3319202669
  • ISBN-13: 9783319202662
This book constitutes the thoroughly refereed proceedings of the 23nd 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.
Long Presentations
Exploring the Potential of User Modeling Based on Mind Maps
3(15)
Joeran Beel
Stefan Langer
Georgia Kapitsaki
Corinna Breitinger
Bela Gipp
Modeling Motivation in a Social Network Game Using Player-Centric Traits and Personality Traits
18(13)
Max V. Birk
Dereck Toker
Regan L. Mandryk
Cristina Conati
Automatic Gaze-Based Detection of Mind Wandering with Metacognitive Awareness
31(13)
Robert Bixler
Sidney D'Mello
The Value of Social: Comparing Open Student Modeling and Open Social Student Modeling
44(12)
Peter Brusilovsky
Sibel Somyurek
Julio Guerra
Roya Hosseini
Vladimir Zadorozhny
MENTOR: A Physiologically Controlled Tutoring System
56(12)
Maher Chaouachi
Imene Jraidi
Claude Frasson
Context-Aware User Modeling Strategies for Journey Plan Recommendation
68(12)
Victor Codina
Jose Mena
Luis Oliva
MOOClm: User Modelling for MOOCs
80(12)
Ronny Cook
Judy Kay
Bob Kummerfeld
Dynamic Approaches to Modeling Student Affect and Its Changing Role in Learning and Performance
92(12)
Seth Corrigan
Tiffany Barkley
Zachary Pardos
Analyzing and Predicting Privacy Settings in the Social Web
104(14)
Kaweh Djafari Naini
Ismail Sengor Altingovde
Ricardo Kawase
Eelco Herder
Claudia Niederee
Counteracting Anchoring Effects in Group Decision Making
118(13)
Martin Stettinger
Alexander Felfernig
Gerhard Leitner
Stefan Reiterer
Gifting as a Novel Mechanism for Personalized Museum and Gallery Interpretation
131(12)
Lesley Fosh
Steve Benford
Boriana Koleva
Katharina Lorenz
Supporting Cross-Device Web Search with Social Navigation-Based Mobile Touch Interactions
143(13)
Shuguang Han
Daqing He
Zhen Yue
Peter Brusilovsky
A Utility Model for Tailoring Sensor Networks to Users
156(13)
Masud Moshtaghi
Ingrid Zukerman
Towards a Recommender Engine for Personalized Visualizations
169(14)
Belgin Mutlu
Eduardo Veas
Christoph Trattner
Vedran Sabol
Cross-System Transfer of Machine Learned and Knowledge Engineered Models of Gaming the System
183(12)
Luc Paquette
Ryan S. Baker
Adriana de Carvalho
Jaclyn Ocumpaugh
MobiScore: Towards Universal Credit Scoring from Mobile Phone Data
195(13)
Jose San Pedro
Davide Proserpio
Nuria Oliver
Where to Next? A Comparison of Recommendation Strategies for Navigating a Learning Object Repository
208(8)
Jennifer Sabourin
Lucy Kosturko
Scott McQuiggan
Diagrammatic Student Models: Modeling Student Drawing Performance with Deep Learning
216(12)
Andy Smith
Wookhee Min
Bradford W. Mott
James C. Lester
Lessons Learned -- 15 Years of Delivering Real-World Pedagogically Driven Courses Using Experimental Platforms
228(12)
Athanasios Staikopoulos
Ian O'Keeffe
Owen Conlan
Smartphone Based Stress Prediction
240(12)
Thomas Stutz
Thomas Kowar
Michael Kager
Martin Tiefengrabner
Markus Stuppner
Jens Blechert
Frank H. Wilhelm
Simon Ginzinger
Exploiting Implicit Item Relationships for Recommender Systems
252(13)
Zhu Sun
Guibing Guo
Jie Zhang
The Mars and Venus Effect: The Influence of User Gender on the Effectiveness of Adaptive Task Support
265(12)
Alexandria Katarina Vail
Kristy Elizabeth Boyer
Eric N. Wiebe
James C. Lester
Quiet Eye Affects Action Detection from Gaze More Than Context Length
277(12)
Hana Vrzakova
Roman Bednarik
User Model in a Box: Cross-System User Model Transfer for Resolving Cold Start Problems
289(13)
Chirayu Wongchokprasitti
Jaakko Peltonen
Tuukka Ruotsalo
Payel Bandyopadhyay
Giulio Jacucci
Peter Brusilovsky
Implicit Acquisition of User Personality for Augmenting Movie Recommendations
302(13)
Wen Wu
Li Chen
Harnessing Engagement for Knowledge Creation Acceleration in Collaborative Q&A Systems
315(16)
Jie Yang
Alessandro Bozzon
Geert-Jan Houben
Short Presentations
News Recommender Based on Rich Feedback
331(6)
Liliana Ardissono
Giovanna Petrone
Francesco Vigliaturo
News Recommenders: Real-Time, Real-Life Experiences
337(6)
Doychin Doychev
Rachael Rafter
Aonghus Lawlor
Barry Smyth
On the Use of Cross-Domain User Preferences and Personality Traits in Collaborative Filtering
343(7)
Ignacio Fernandez-Tobias
Ivan Cantador
Understanding Real-Life Website Adaptations by Investigating the Relations Between User Behavior and User Experience
350(7)
Mark P. Graus
Martijn C. Willemsen
Kevin Swelsen
Modelling the User Modelling Community (and Other Communities as Well)
357(7)
Dario De Nart
Dante Degl'Innocenti
Andrea Pavan
Marco Basaldella
Carlo Tasso
Personality Correlates for Digital Concert Program Notes
364(6)
Marko Tkalcic
Bruce Ferwerda
David Hauger
Markus Schedl
Integrating Context Similarity with Sparse Linear Recommendation Model
370(9)
Yong Zheng
Bamshad Mobasher
Robin Burke
Doctoral Consortium
Modeling Motivational States Through Interpreting Physical Activity Data for Adaptive Robot Companions
379(6)
Elena Corina Grigore
Privacy-Enhanced Personalisation of Web Search
385(6)
Anisha T.J. Fernando
From Artifact to Content Source: Using Multimodality in Video to Support Personalized Recomposition
391(6)
Fahim A. Salim
Exploiting Item and User Relationships for Recommender Systems
397(6)
Zhu Sun
Author Index 403