Designing the user interface (2nd ed.): strategies for effective human-computer interaction
Designing the user interface (2nd ed.): strategies for effective human-computer interaction
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Training algorithms for linear text classifiers
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Evolving the scope of user-centered design
Communications of the ACM
CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
Recommendation as classification: using social and content-based information in recommendation
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
A personal news agent that talks, learns and explains
Proceedings of the third annual conference on Autonomous Agents
MailCat: an intelligent assistant for organizing e-mail
Proceedings of the third annual conference on Autonomous Agents
User modeling in adaptive interfaces
UM '99 Proceedings of the seventh international conference on User modeling
Learning users' interests by unobtrusively observing their normal behavior
Proceedings of the 5th international conference on Intelligent user interfaces
Proceedings of the 6th international conference on Intelligent user interfaces
Getting to know you: learning new user preferences in recommender systems
Proceedings of the 7th international conference on Intelligent user interfaces
Learning User Evaluation Functions for Adaptive Scheduling Assistance
ICML '99 Proceedings of the Sixteenth International Conference on Machine Learning
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Interface feature prioritization for web services: Case of online flight reservations
Computers in Human Behavior
Evaluation of an integrated multi-task machine learning system with humans in the loop
PerMIS '07 Proceedings of the 2007 Workshop on Performance Metrics for Intelligent Systems
Survey measures for evaluation of cognitive assistants
PerMIS '07 Proceedings of the 2007 Workshop on Performance Metrics for Intelligent Systems
Agent-based computational investing recommender system
Proceedings of the 7th ACM conference on Recommender systems
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The Stock Tracker is an adaptive recommendation system for trading stocks that automatically acquires content-based models of user preferences to tailor its buy and sell advice. The system incorporates an efficient algorithm that exploits the fixed structure of user models and relies on unobtrusive data-gathering techniques. In this paper, we describe our approach to personalized recommendation and its implementation in this domain. We also discuss experiments that evaluate the system's behavior on both human subjects and synthetic users. The results suggest that the Stock Tracker can rapidly adapt its advice to different types of users