Douglass R. Cutting, David R. Karger, Jan O. Pedersen, John W. Tukey  Home/Search
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Abstract: Document clustering has not been well received as an information retrieval tool. Objections to its use fall into two main categories: first, that clustering is too slow for large corpora (with running time often quadratic in the number of documents); and second, that clustering does not appreciably improve retrieval. We argue that these problems arise only when clustering is used in an attempt to improve conventional search techniques. However, looking at clustering as an information access... (Update)
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BibTeX entry: (Update)
D. Cutting, D. Karger, J. Pedersen, and J. Tukey, "Scatter-gather: A cluster-based approach to browsing large document collections," in Proceedings of SIGIR'92, 1992. http://citeseer.ist.psu.edu/cutting92scattergather.html More
@inproceedings{ cutting92scattergather,
author = "Douglass R. Cutting and Jan O. Pedersen and David Karger and John W. Tukey",
title = "Scatter/Gather: {A} Cluster-based Approach to Browsing Large Document Collections",
booktitle = "Proceedings of the Fifteenth Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval",
pages = "318--329",
year = "1992",
url = "citeseer.ist.psu.edu/cutting92scattergather.html" }
Citations (may not include all citations):1256 Introduction to Modern Information Retrieval (context) - Salton, McGill - 1983
805 Algorithms for Clustering Data (context) - Jain, Dubes - 1988
307 Information Retrieval - van Rijsbergen - 1979
45 The SMART Retrieval System (context) - Salton - 1971
44 Optimizations of inverted vector searches (context) - Buckley, Lewit - 1985
35 Recent trends in hierarchical document clustering: A critica.. (context) - Willett - 1988
33 SLINK: an optimally efficient algorithm for the single link .. (context) - Sibson - 1973
17 The use of hierarchical clustering in information retrieval (context) - Jardine, van Rijsbergen - 1971
15 Clustering large files of documents using the single-link me.. (context) - Croft - 1977
15 Using inter-document similarity information in document retr.. (context) - Griffiths, Luckhurst et al. - 1986
5 Snippet search: a single phrase approach to text access - Pedersen, Cutting et al. - 1991
4 Document clustering: An evaluation of some experiments with .. (context) - van Rijsbergen, Croft - 1975
4 Document clustering using an inverted file approach (context) - Willett - 1980
3 A fast procedure for the calculation of similarity coefficie.. (context) - Willett - 1981
2 Hierarchical document clustering using Ward's method (context) - El-Hamdouchi, Willett - 1986
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