Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Constant interaction-time scatter/gather browsing of very large document collections
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Evaluating and optimizing autonomous text classification systems
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Learning in the presence of concept drift and hidden contexts
Machine Learning
Fab: content-based, collaborative recommendation
Communications of the ACM
Retrieval effectiveness of proper name search methods
Information Processing and Management: an International Journal
Ranking schemes in hybrid Boolean systems: a new approach
Journal of the American Society for Information Science
An adaptive Web page recommendation service
AGENTS '97 Proceedings of the first international conference on Autonomous agents
ACM SIGIR Forum
Community-based service location
Communications of the ACM
Modeling user interest shift using a Bayesian approach
Journal of the American Society for Information Science and Technology
Information Retrieval Experiment
Information Retrieval Experiment
An evaluation of term dependence models in information retrieval
SIGIR '82 Proceedings of the 5th annual ACM conference on Research and development in information retrieval
Learning in Dynamically Changing Domains: Theory Revision and Context Dependence Issues
ECML '97 Proceedings of the 9th European Conference on Machine Learning
Detecting Concept Drift with Support Vector Machines
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
CIA '98 Proceedings of the Second International Workshop on Cooperative Information Agents II, Learning, Mobility and Electronic Commerce for Information Discovery on the Internet
A simple rule-based part of speech tagger
ANLC '92 Proceedings of the third conference on Applied natural language processing
Introduction to the Special Issue: Overview of the TREC Routing and Filtering Tasks
Information Retrieval
Personalised news and scientific literature aggregation
Information Processing and Management: an International Journal
Parallel nearest neighbour algorithms for text categorization
Euro-Par'07 Proceedings of the 13th international Euro-Par conference on Parallel Processing
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Adaptive filtering of news is an area of information retrieval gaining substantial interest as services become more available on the Internet. This paper reports on a number of experiments involving a two-level clustering approach using a variety of techniques including threshold adaptation, topic vocabulary adaptation and both noun phrase and named entity adaptation. Our goal in this exploratory research is to empirically compare alternative configurations of our filtering approach that will allow us to better understand the relative value of the component subsystems.