The cluster hypothesis revisited
SIGIR '85 Proceedings of the 8th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '85 Proceedings of the 8th annual international ACM SIGIR conference on Research and development in information retrieval
Experiments on the determination of the relationships between terms
ACM Transactions on Database Systems (TODS)
On the estimation of the number of desired records with respect to a given query
ACM Transactions on Database Systems (TODS)
Generation and search of clustered files
ACM Transactions on Database Systems (TODS)
Semantic Clustering of Index Terms
Journal of the ACM (JACM)
A Formal Construction of Term Classes
Journal of the ACM (JACM)
Precision Weighting—An Effective Automatic Indexing Method
Journal of the ACM (JACM)
Analysis of Effectiveness of Retrieval in Clustered Files
Journal of the ACM (JACM)
A dynamic cluster maintenance system for information retrieval
SIGIR '87 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval
Optimal determination of user-oriented clusters
SIGIR '87 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval
An object-oriented modeling of the history of optimal retrievals
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
Cluster characterization in information retrieval
SAC '93 Proceedings of the 1993 ACM/SIGAPP symposium on Applied computing: states of the art and practice
Recent trends in automatic information retrieval
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
Cut as a querying unit for WWW, Netnews, and E-mail
Proceedings of the ninth ACM conference on Hypertext and hypermedia : links, objects, time and space---structure in hypermedia systems: links, objects, time and space---structure in hypermedia systems
A semi-supervised document clustering technique for information organization
Proceedings of the ninth international conference on Information and knowledge management
Query-sensitive similarity measures for the calculation of interdocument relationships
Proceedings of the tenth international conference on Information and knowledge management
An Interactive Classification of Web Documents by Self-Organizing Maps and Search Engines
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
Query-sensitive similarity measures for information retrieval
Knowledge and Information Systems
Combining preference- and content-based approaches for improving document clustering effectiveness
Information Processing and Management: an International Journal
Information categorization in web pages and sites
Web Intelligence and Agent Systems
Journal of Management Information Systems
A collaborative filtering-based approach to personalized document clustering
Decision Support Systems
Combining preference- and content-based approaches for improving document clustering effectiveness
Information Processing and Management: an International Journal
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In information retrieval, cluster analysis is an important tool employed to enhance both efficiency and effectiveness of the retrieval process. Most clustering algorithms have difficulty in reflecting the closeness of documents as perceived by the user. A two phase scheme for document clustering, whose results reflect the “conceptual” clusters that are perceived by the user of the retrieval system, is proposed. Since the clusters obtained by this scheme are not characterized in terms of the document representations, a strategy for cluster searching is also developed. Both the proposed document clustering scheme and document searching strategy are experimentally evaluated using a test collection from the SMART system. The preliminary experimental results obtained are very encouraging.