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Trawling the Web for emerging cyber-communities
Abstract
The Web harbors a large number of communities — groups of content-creators sharing a common interest — each of which manifests itself as a set of interlinked Web pages. Newgroups and commercial Web directories together contain of the order of 20,000 such communities; our particular interest here is on emerging communities — those that have little or no representation in such fora. The subject of this paper is the systematic enumeration of over 100,000 such emerging communities from a Web crawl: we call our process trawling. We motivate a graph-theoretic approach to locating such communities, and describe the algorithms, and the algorithmic engineering necessary to find structures that subscribe to this notion, the challenges in handling such a huge data set, and the results of our experiment. © 1999 Published by Elsevier Science B.V. All rights reserved.
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Cites
The anatomy of a large-scale hypertextual Web search engine
Brin, S., & Page, L. (1998) · Computer Networks and ISDN Systems · doi:10.1016/s0169-7552(98)00110-x · Cited by 16,004
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Broder, A., Kumar, R., Maghoul, F., Raghavan, P., Rajagopalan, S., Stata, R., Tomkins, A., & Wiener, J. (2000) · Computer Networks · doi:10.1016/s1389-1286(00)00083-9 · Cited by 2,810
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Metadata
- Authors
- Kumar, R., Raghavan, P., Rajagopalan, S., & Tomkins, A.
- Venue
- Computer Networks
- Publisher
- Elsevier BV
- Published
- 1999-05
- Volume
- 31
- Issue
- 11-16
- Pages
- 1481-1493
- ISSN
- 1389-1286 (ISSN-L)
- OpenAlex
- W2151626491
- Cited by
- 1,000
- References
- 1
- FWCI
- 112.18
- Type
- journal article
- Language
- en
- Open access
- closed
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- Kumar, R., Raghavan, P., Rajagopalan, S., & Tomkins, A. (1999). Trawling the Web for emerging cyber-communities. Computer Networks. https://doi.org/10.1016/s1389-1286(99)00040-7
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