skip to main content
10.1145/1458082.1458275acmconferencesArticle/Chapter ViewAbstractPublication PagescikmConference Proceedingsconference-collections
poster

Winnowing-based text clustering

Published: 26 October 2008 Publication History

Abstract

We present an approach to document clustering based on winnowing fingerprints that achieved good values of effectiveness with considerable save in memory space and computation time.

References

[1]
A. Z. Broder, S. C. Glassman, M. S. Manasse, and G. Zweig. Syntactic clustering of the web. In WWW'97, pages 1157--1166, 1997.
[2]
A. K. Jain, M. N. Murty, and P. J. Flynn. Data clustering: a review. ACM Computing Surveys, 31(3):264--323, 1999.
[3]
P. Pantel and D. Lin. Document clustering with committees. In SIGIR'02, pages 199--206,2002.
[4]
D. Puppin and F. Silvestri. The query-vector document model. In CIKM'06, pages 880--881, 2006.
[5]
M. Rosell, V. Kann, and J.-E. Litton. Comparing comparisons: Document clustering evaluation using two manual classications. In ICON'04, 2004.
[6]
S. Schleimer, D. S. Wilkerson, and A. Aiken. Winnowing: local algorithms for document fingerprinting. In SIGMOD'03, pages 76--85, 2003.
[7]
F. Giannotti and C. Gozzi. Characterizing web user accesses: A transactional approach to web log clustering in ITCC '02, pages 312--317, 2002.

Cited By

View all
  • (2022)CompanyName2Vec: Company Entity Matching based on Job Ads2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)10.1109/DSAA54385.2022.10032350(1-10)Online publication date: 13-Oct-2022
  • (2016)Secure Multiset Intersection Cardinality and its Application to Jaccard CoefficientIEEE Transactions on Dependable and Secure Computing10.1109/TDSC.2015.241548213:5(591-604)Online publication date: 31-Aug-2016
  • (2015)Towards misdirected email detection based on multi-attributesProceedings of the 2015 IEEE Symposium on Computers and Communication (ISCC)10.1109/ISCC.2015.7405611(796-802)Online publication date: 6-Jul-2015
  • Show More Cited By

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Conferences
CIKM '08: Proceedings of the 17th ACM conference on Information and knowledge management
October 2008
1562 pages
ISBN:9781595939913
DOI:10.1145/1458082
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 26 October 2008

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. document clustering
  2. document representation
  3. experimentation
  4. fingerprinting

Qualifiers

  • Poster

Conference

CIKM08
CIKM08: Conference on Information and Knowledge Management
October 26 - 30, 2008
California, Napa Valley, USA

Acceptance Rates

Overall Acceptance Rate 1,861 of 8,427 submissions, 22%

Upcoming Conference

CIKM '25

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)5
  • Downloads (Last 6 weeks)0
Reflects downloads up to 19 Feb 2025

Other Metrics

Citations

Cited By

View all
  • (2022)CompanyName2Vec: Company Entity Matching based on Job Ads2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)10.1109/DSAA54385.2022.10032350(1-10)Online publication date: 13-Oct-2022
  • (2016)Secure Multiset Intersection Cardinality and its Application to Jaccard CoefficientIEEE Transactions on Dependable and Secure Computing10.1109/TDSC.2015.241548213:5(591-604)Online publication date: 31-Aug-2016
  • (2015)Towards misdirected email detection based on multi-attributesProceedings of the 2015 IEEE Symposium on Computers and Communication (ISCC)10.1109/ISCC.2015.7405611(796-802)Online publication date: 6-Jul-2015
  • (2011)Using Kohonen Maps and Singular Value Decomposition for Plagiarism DetectionProceedings of the 2011 Third International Conference on Computational Intelligence, Communication Systems and Networks10.1109/CICSyN.2011.25(60-64)Online publication date: 26-Jul-2011

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media