Agents that reduce work and information overload
Communications of the ACM
Information filtering based on user behavior analysis and best match text retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
WebMate: a personal agent for browsing and searching
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Fast and effective text mining using linear-time document clustering
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 6th international conference on Intelligent user interfaces
Exploring the Web with reconnaissance agents
Communications of the ACM
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Amalthaea: An Evolving Multi-Agent Information Filtering and Discovery System for the WWW
Autonomous Agents and Multi-Agent Systems
Question Answering with Textual CBR
FQAS '98 Proceedings of the Third International Conference on Flexible Query Answering Systems
Hierarchically Classifying Documents Using Very Few Words
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
PersonalSearcher: An Intelligent Agent for Searching Web Pages
IBERAMIA-SBIA '00 Proceedings of the International Joint Conference, 7th Ibero-American Conference on AI: Advances in Artificial Intelligence
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Assisting novice software designers by an expert designer agent
Expert Systems with Applications: An International Journal
Agent-based consumer learning in e-commerce
International Journal of Networking and Virtual Organisations
eTeacher: Providing personalized assistance to e-learning students
Computers & Education
Building an expert travel agent as a software agent
Expert Systems with Applications: An International Journal
Learning dynamic information needs: A collaborative topic variation inspection approach
Journal of the American Society for Information Science and Technology
Artificial intelligence
Service-Oriented data and process models for personalization and collaboration in e-business
EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
Agent and multi-agent applications to support distributed communities of practice: a short review
Autonomous Agents and Multi-Agent Systems
Tracking the preferences of users using weak estimators
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
A multi-agent model that promotes team-role balance in computer supported collaborative learning
ADNTIIC'11 Proceedings of the Second international conference on Advances in New Technologies, Interactive Interfaces and Communicability
Model of E-Reading Process for E-School Book in Libya
International Journal of Information Retrieval Research
Radigost: Interoperable web-based multi-agent platform
Journal of Systems and Software
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The volume of information available on the Web is constantly growing. Due to this situation, users looking for documents relevant to their interests need to identify them among all the available ones. Intelligent agents have become a solution to assist users in this task since they can retrieve, filter and organize information on behalf of their users. In this paper we present two experiences in the development of interface agents assisting users in Web-based tasks: PersonalSearcher, a personalized Web searcher, and NewsAgent, a personalized digital newspaper generator. The main challenge we faced to personalize the tasks carried out by these agents was learning and modeling specific and dynamic user interests. Our proposed approach consists of incrementally building a hierarchy of users' relevant topics and adapting it as agents interact with users over time.