Instance-Based Learning Algorithms
Machine Learning
PHOAKS: a system for sharing recommendations
Communications of the ACM
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
An experimental study of factors important in document ranking
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
AGENTS '98 Proceedings of the second international conference on Autonomous agents
A personal news agent that talks, learns and explains
Proceedings of the third annual conference on Autonomous Agents
Learning to recommend from positive evidence
Proceedings of the 5th international conference on Intelligent user interfaces
International Journal of Human-Computer Studies
MEMOIR — an open framework for enhanced navigation of distributed information
Information Processing and Management: an International Journal
Information Retrieval
OntoSeek: Content-Based Access to the Web
IEEE Intelligent Systems
Text-Learning and Related Intelligent Agents: A Survey
IEEE Intelligent Systems
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Automatically sharing web experiences through a hyperdocument recommender system
Proceedings of the fourteenth ACM conference on Hypertext and hypermedia
Aiding knowledge capture by searching for extensions of knowledge models
Proceedings of the 2nd international conference on Knowledge capture
Proceedings of the 2nd international conference on Knowledge capture
Ontological user profiling in recommender systems
ACM Transactions on Information Systems (TOIS)
An Agent-Based Consumer Recommendation Mechanism
ICDCSW '04 Proceedings of the 24th International Conference on Distributed Computing Systems Workshops - W7: EC (ICDCSW'04) - Volume 7
Enhancing the adaptivity of an existing website with an epiphyte recommender system
Hypermedia - Special issue: Adaptive hypermedia in the age of the adaptive web
Using ODP metadata to personalize search
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Seeking and implementing automated assistance during the search process
Information Processing and Management: an International Journal
iCARE: intelligent customer assistance for recommending eyewear
Proceedings of the 11th international conference on Intelligent user interfaces
A software infrastructure for RSS deployment and linking on the web
WebMedia '05 Proceedings of the 11th Brazilian Symposium on Multimedia and the web
An intelligent speech interface for personal assistants applied to knowledge management
Web Intelligence and Agent Systems
The semantic logger: supporting service building from personal context
Proceedings of the 3rd ACM workshop on Continuous archival and retrival of personal experences
Argument-based critics and recommenders: a qualitative perspective on user support systems
Data & Knowledge Engineering - Special issue: WIDM 2004
Toward the exploitation of social access patterns for recommendation
Proceedings of the 2007 ACM conference on Recommender systems
Activity-based serendipitous recommendations with the Magitti mobile leisure guide
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
NectaRSS, an intelligent RSS feed reader
Journal of Network and Computer Applications
An Approach for Identification of User's Intentions During the Navigation in Semantic Websites
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Evaluation of an ontology-content based filtering method for a personalized newspaper
Proceedings of the 2008 ACM conference on Recommender systems
On exploiting classification taxonomies in recommender systems
AI Communications - Recommender Systems
Towards Intelligent and Adaptive Digital Library Services
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Inferring player engagement in a pervasive experience
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Dynamically constructing user profiles with similarity-based online incremental clustering
International Journal of Advanced Intelligence Paradigms
Recommender System Technologies based on Argumentation 1
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Argo: intelligent advertising by mining a user's interest from his photo collections
Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising
Finding My Needle in the Haystack: Effective Personalized Re-ranking of Search Results in Prospector
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Ontology-Based Retrieval of Spatially Related Objects for Location Based Services
OTM '09 Proceedings of the Confederated International Conferences, CoopIS, DOA, IS, and ODBASE 2009 on On the Move to Meaningful Internet Systems: Part II
Ontological technologies for user modelling
International Journal of Metadata, Semantics and Ontologies
Personalized search on the world wide web
The adaptive web
Making web users' domain models explicit by applying ontologies
ER'07 Proceedings of the 2007 conference on Advances in conceptual modeling: foundations and applications
Topic-based recommendations in enterprise social media sharing platforms
Proceedings of the fourth ACM conference on Recommender systems
Ontology-driven Development of Personalized Location Based Services
Proceedings of the 2011 conference on Databases and Information Systems VI: Selected Papers from the Ninth International Baltic Conference, DB&IS 2010
User-centered profile representation for recommendations across multiple content domains
International Journal of Knowledge-based and Intelligent Engineering Systems
Keyword clustering for user interest profiling refinement within paper recommender systems
Journal of Systems and Software
A voice-enabled assistant in a multi-agent system for e-government services
ISSADS'05 Proceedings of the 5th international conference on Advanced Distributed Systems
Intelligent Information Retrieval Using Fuzzy Association Rule Classifier
International Journal of Intelligent Information Technologies
Exploiting content relevance and social relevance for personalized ad recommendation on internet TV
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
SMARTMUSEUM: A mobile recommender system for the Web of Data
Web Semantics: Science, Services and Agents on the World Wide Web
Automatic task-based profile representation for content-based recommendation
International Journal of Knowledge-based and Intelligent Engineering Systems
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Tools for filtering the World Wide Web exist, but they are hampered by the difficulty of capturing user preferences in such a dynamic environment. We explore the acquisition of user profiles by unobtrusive monitoring of browsing behaviour and application of supervised machine-learning techniques coupled with an ontological representation to extract user preferences. A multi-class approach to paper classification is used, allowing the paper topic taxonomy to be utilised during profile construction. The Quickstep recommender system is presented and two empirical studies evaluate it in a real work setting, measuring the effectiveness of using a hierarchical topic ontology compared with an extendable flat list.