Personalized Previews of Alternative Routes in Virtual Environments
UM '07 Proceedings of the 11th international conference on User Modeling
Bayesian Collaborative Predictors for General User Modeling Tasks
Neural Information Processing
Personalization algorithms for portable personality
Proceedings of the 12th international conference on Entertainment and media in the ubiquitous era
Discovering and Modelling Multiple Interests of Users in Collaborative Tagging Systems
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Detecting innovative topics based on user-interest ontology
Web Semantics: Science, Services and Agents on the World Wide Web
An Integrated Approach Towards Intelligent Educational Content Adaptation
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
Intelligent assistance for teachers in collaborative e-learning environments
Computers & Education
Incremental Personalised Summarisation with Novelty Detection
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
A collaborative recommender system based on asymmetric user similarity
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Web user behavioral profiling for user identification
Decision Support Systems
AMT'10 Proceedings of the 6th international conference on Active media technology
Collaborative user modeling with user-generated tags for social recommender systems
Expert Systems with Applications: An International Journal
A timeline-based algorithm for personalized tag recommendation
WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
Innovation detection based on user-interest ontology of blog community
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Tracking the preferences of users using weak estimators
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Tuning user profiles based on analyzing dynamic preference in document retrieval systems
Multimedia Tools and Applications
Enriching employee ontology for enterprises with knowledge discovery from social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
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Personal information agents have emerged in the last decade to help users to cope with the increasing amount of information available on the Internet. These agents are intelligent assistants that perform several information-related tasks such as finding, filtering and monitoring relevant information on behalf of users or communities of users. In order to provide personalized assistance, personal agents rely on representations of user information interests and preferences contained in user profiles. In this paper, we present a summary of the state-of-the-art in user profiling in the context of intelligent information agents. Existing approaches and lines of research in the main dimensions of user profiling, such as acquisition, learning, adaptation and evaluation, are discussed.