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20. UMAP Workshops 2012: Montreal, Canada
- Eelco Herder, Kalina Yacef, Li Chen, Stephan Weibelzahl:
Workshop and Poster Proceedings of the 20th Conference on User Modeling, Adaptation, and Personalization, Montreal, Canada, July 16-20, 2012. CEUR Workshop Proceedings 872, CEUR-WS.org 2012
AUM 2012: Augmented User Modeling
- Dimoklis Despotakis, Dhavalkumar Thakker, Vania Dimitrova, Lydia Lau:
Diversity of user viewpoints on social signals: a study with YouTube content. - Eyal Dim, Tsvi Kuflik:
User models sharing and reusability: a component-based approach. - Eelco Herder, Patrick Siehndel:
Daily and weekly patterns in human mobility. - Dorothea Tsatsou, Lyndon J. B. Nixon, Matei Mancas, Miroslav Vacura, Rüdiger Klein, Julien Leroy, Jaroslav Kuchar, Tomás Kliegr, Manuel Kober, Maria Loli, Vasileios Mezaris:
Contextualised user profiling in networked media environments.
FactMod 2012: Matrix Factorization Techniques for Student Skills and User Preference Modeling
- Michel C. Desmarais, Rhouma Naceur, Behzad Beheshti:
Linear models of student skills for static data. - Lucas Drumond, Nguyen Thai-Nghe, Tomás Horváth, Lars Schmidt-Thieme:
Factorization techniques for student performance classification and ranking. - Maunendra Sankar Desarkar, Sudeshna Sarkar:
Rating prediction using preference relations based matrix factorization. - Nguyen Thai-Nghe, Lucas Drumond, Tomás Horváth, Lars Schmidt-Thieme:
Using factorization machines for student modeling.
PALE 2012: Personalization Approaches in Learning Environments
- Marie Lefèvre, Stéphanie Jean-Daubias, Nathalie Guin:
An approach for unified personalization of learning. - Norma C. Ming, Vivienne L. Ming:
Predicting student outcomes from unstructured data. - Matt Dennis, Judith Masthoff, Chris Mellish:
Towards a model of personality, affective state, feedback and learner motivation. - Silvia Tamayo, Diana Pérez-Marín:
Towards the development of a reading comprehension conversational agent for children applying user-centered design techniques for teachers and students. - Blandine Ginon, Pierre-Antoine Champin, Stéphanie Jean-Daubias:
Taking into account users' knowledge, abilities and preferences to personalize animated assistant agents. - Marie Lefèvre, Nathalie Guin, Stéphanie Jean-Daubias:
A generic approach for assisting teachers during personalization of learners' activities. - Alexander Nussbaumer, Milos Kravcik, Dietrich Albert:
Supporting self-reflection in personal learning environments through user feedback. - Evandro de Barros Costa, Priscylla Silva, Jonathas Magalhães, Marlos Silva:
An open and inspectable learner modeling with a negotiation mechanism to solve cognitive conflicts in an intelligent tutoring system. - Oluwabunmi Adewoyin, Julita Vassileva:
Recommendation, trust and reputation management in a group online mentorship system.
PATCH 2012: Personal Access to Cultural Heritage
- Eyal Dim, Tsvi Kuflik:
Early detection of museum visitors identities by using a museum triage. - Amar Boghani, Federico Casalegno:
Open Locast: Locative media platforms for situated cultural experiences. - Chris Dijkshoorn, Jasper Oosterman, Lora Aroyo, Geert-Jan Houben:
Personalization in crowd-driven annotation for cultural heritage collections. - Luca Console, Giulia Biamino, Francesca Carmagnola, Federica Cena, Elisa Chiabrando, Roberto Furnari, Cristina Gena, Pierluigi Grillo, Silvia Likavec, Ilaria Lombardi, Michele Mioli, Claudia Picardi, Amon Rapp, Fabiana Vernero, Rossana Simeoni, Fabrizio Antonelli, Vincenzo Cuciti, Matteo Demichelis, Fabrizio Franceschi, Marina Geymonat, Alessandro Marcengo, Dario Mana, Mario Mirabelli, Monica Perrero, Federica Protti, Franco Fassio, Piercarlo Grimaldi, Fabio Torta:
WantEat: interacting with social networks of smart objects for sharing and promoting cultural heritage. - Rainer Wasinger, Matthew Wardrop, Anthony Collins, Michael Fry, Judy Kay, Bob Kummerfeld:
Multi-channel coverage for a Dangerous Australians museum exhibit.
SASWeb 2012: Semantic and Adaptive Social Web
- MinEr Liang, Julio Guerra, Peter Brusilovsky:
Building multi-layer social knowledge maps with Google Maps API. - John Champaign, Robin Cohen:
Learning from a network of peers via peer-driven adjustment of a corpus.
SRS 2012: Social Recommender Systems
- Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, Alfonso Miola, Giuseppe Sansonetti:
Folksonomy-based adaptive query expansion. - John Champaign, Robin Cohen:
Selective presentation of peer commentary on Web objects through a modeling of user similarity and reputability: reducing information overload in social networks. - Renato A. C. Capuruço, Luiz Fernando Capretz:
A fuzzy-based inference mechanism of trust for improved social recommenders. - Renato A. C. Capuruço, Luiz Fernando Capretz:
Evaluation and assessment of recommenders using Monte Carlo simulation. - Jonathas Magalhães, Cleyton Caetano de Souza, Priscylla Silva, Evandro Costa, Joseana Macêdo Fechine:
Improving a recommender system through integration of user profiles: a semantic approach. - Cristian Miranda, Julio Guerra, Denis Parra, Eliana Scheihing:
A hybrid peer recommender system for an online community of teachers. - Surya Nepal, Cécile Paris, Sanat Kumar Bista:
SRec: a social behaviour based recommender for online communities. - John P. Verostek:
Recommending communities at the regional & city level.
TRUM 2012: Trust, Reputation and User Modeling
- Athirai Aravazhi Irissappane, Siwei Jiang, Jie Zhang:
Towards a comprehensive testbed to evaluate the robustness of reputation systems against unfair rating attack. - John Champaign, Robin Cohen:
Modeling trustworthiness of peer advice in a framework for presenting Web objects that supports peer commenta. - John Finnson, Robin Cohen, Jie Zhang, Thomas T. Tran, Umar Farooq Minhas:
Reasoning about user trustworthiness with non-binary advice from peers. - Surya Nepal, Sanat Kumar Bista, Cécile Paris:
An association based approach to propagate social trust in social networks.
TVM<sup>2</sup>P 2012: TV and Multimedia Personalization
- Mengxi Xu, Shlomo Berkovsky, Irena Koprinska, Sebastien Ardon, Kalina Yacef:
Time dependency in TV viewer clustering. - Dávid Zibriczky, Balázs Hidasi, Zoltán Petres, Domonkos Tikk:
Personalized recommendation of linear content on interactive TV platforms: beating the cold start and noisy implicit user feedback. - Stylianos Asteriadis, Kostas Karpouzis, Noor Shaker, Georgios N. Yannakakis:
Does your profile say it all? Using demographics to predict expressive head movement during gameplay. - John Champaign, Robin Cohen:
Personalized presentation of multimedia objects for home healthcare environments: a peer-based intelligent tutoring approach.
UMAP 2012 Posters and Demos
- Carrie Demmans Epp:
Developing a scale for assessing instructor attitudes towards open learner models. - Ben Steichen, Giuseppe Carenini, Cristina Conati:
Adaptive Information Visualization - Predicting user characteristics and task context from eye gaze. - M. Rami Ghorab, Dong Zhou, Séamus Lawless, Vincent Wade:
Multilingual user modeling for personalized re-ranking of multilingual web search results. - Nikolaos Kaklanis, Yehya Mohamad, Matthias Peissner, Pradipta Biswas, Patrick Langdon, Dimitrios Tzovaras:
An interoperable and inclusive user modelling concept for simulation and adaptation. - Nabila Khodeir, Nayer M. Wanas, Nevin Mahmoud Darwish, Nadia Hegazy:
Question generation for adaptive assessment for student knowledge modeling in probabilistic domains. - Michael Lipschultz, Diane J. Litman, Pamela W. Jordan, Sandra Katz:
Evaluating learning factors analysis. - Denis Parra, Wei Jeng, Peter Brusilovsky, Claudia López, Shaghayegh Sahebi:
Conference Navigator 3: An online social conference support system. - David Smits, Paul De Bra:
GALE: Generic Adaptation Language and Engine. - Panagiotis Moschonas, Athanasios Tsakiris, Nikolaos Kaklanis, Georgios Stavropoulos, Dimitrios Tzovaras:
Holistic accessibility evaluation using VR simulation of users with special needs. - Sebastien Ardon, Salim Bensiali, Hilary Cinis, Jeff Wang, Shlomo Berkovsky:
Next-generation social TV content discovery.
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