Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
Multi-agent Trading Environment
BT Technology Journal
Towards Desktop Personal Travel Agents
BT Technology Journal
Electronic Commerce Research
Building Electronic Marketplaces with the ZEUS Agent Tool-kit
AMET '98 Selected Papers from the First International Workshop on Agent Mediated Electronic Trading on Agent Mediated Electronic Commerce
Representing interests as a hyperlinked document collection
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Customisation and Context for Expressive Behaviour in the Broadband World
BT Technology Journal
Avaliação comparativa de algoritmos de personalização para direcionamento de conteúdo
CLIHC '05 Proceedings of the 2005 Latin American conference on Human-computer interaction
Extraction of user preferences from a few positive documents
AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
User profiles for personalized information access
The adaptive web
Dynamic adaptation strategies for long-term and short-term user profile to personalize search
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
User profiling with privacy: a framework for adaptive information agents
Intelligent information agents
A Combination Approach to Web User Profiling
ACM Transactions on Knowledge Discovery from Data (TKDD)
Extraction of representative keywords considering co-occurrence in positive documents
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
| Hi-index | 0.00 |
Agent technology is able to provide increasingly more services for individuals, groups and organisations. Services such as information finding, filtering and presentation, service/contract negotiation, and electronic commerce are now possible. User profiling is fundamental to the personalisation of this technology. This paper describes experimental work conducted to investigate user profiling within a framework for personal agents. In particular investigations were aimed at discovering whether user interests could be automatically classified through the use of several heuristics. The results highlighted the need for minimal user feedback, and the need to consider the implications for the role of machine learning in user profiling.