CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Extending document management systems with user-specific active properties
ACM Transactions on Information Systems (TOIS)
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
Understanding and Using Context
Personal and Ubiquitous Computing
User Modeling for Adaptive News Access
User Modeling and User-Adapted Interaction
EasyLiving: Technologies for Intelligent Environments
HUC '00 Proceedings of the 2nd international symposium on Handheld and Ubiquitous Computing
What we talk about when we talk about context
Personal and Ubiquitous Computing
Out of context: computer systems that adapt to, and learn from, context
IBM Systems Journal
Incorporating contextual information in recommender systems using a multidimensional approach
ACM Transactions on Information Systems (TOIS)
IEEE Transactions on Knowledge and Data Engineering
Y!Q: contextual search at the point of inspiration
Proceedings of the 14th ACM international conference on Information and knowledge management
Generating semantically enriched user profiles for Web personalization
ACM Transactions on Internet Technology (TOIT)
Task-Oriented web user modeling for recommendation
UM'05 Proceedings of the 10th international conference on User Modeling
Intelligent techniques for web personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
A Hybrid Collaborative Filtering System for Contextual Recommendations in Social Networks
DS '09 Proceedings of the 12th International Conference on Discovery Science
Putting things in context: Challenge on Context-Aware Movie Recommendation
Proceedings of the Workshop on Context-Aware Movie Recommendation
RecLab: a system for eCommerce recommender research with real data, context and feedback
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation
Context-dependent feedback prioritisation in exploratory learning revisited
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Searching for software learning resources using application context
Proceedings of the 24th annual ACM symposium on User interface software and technology
Vizier: a generic and multidimensional agent-based recommendation framework
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Group recommendation in context
Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation
Incorporating context into recommender systems: an empirical comparison of context-based approaches
Electronic Commerce Research
SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine
CASCON '12 Proceedings of the 2012 Conference of the Center for Advanced Studies on Collaborative Research
Mining contextual movie similarity with matrix factorization for context-aware recommendation
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
An Enhanced Semantic Layer for Hybrid Recommender Systems: Application to News Recommendation
International Journal on Semantic Web & Information Systems
Query-driven context aware recommendation
Proceedings of the 7th ACM conference on Recommender systems
Improving contextual advertising by adopting collaborative filtering
ACM Transactions on the Web (TWEB)
Experimental evaluation of context-dependent collaborative filtering using item splitting
User Modeling and User-Adapted Interaction
Hybreed: A software framework for developing context-aware hybrid recommender systems
User Modeling and User-Adapted Interaction
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The role of context in our daily interaction with our environment has been studied in psychology, linguistics, artificial intelligence, information retrieval, and more recently, in pervasive/ubiquitous computing. However, context has been largely ignored in research into recommender systems specifically and personalization in general. In this paper we describe how context can be brought to bear on recommender systems. As a means for achieving this, we propose a fundamental shift in terms of how we model a user within a recommendation system: inspired by models of human memory developed in psychology, we distinguish between a user's short term and long term memories, define a recommendation process that uses these two memories, using context-based retrieval cues to retrieve relevant preference information from long term memory and use it in conjunction with the information stored in short term memory for generating recommendations. We also describe implementations of recommender systems and personalization solutions based on this framework and show how this results in an increase in recommendation quality.