Auto-grouping emails for faster e-discovery

Proceedings of the VLDB Endowment

Volumn 4, Issue 12, 2011, Pages 1284-1294

  Joshi, Sachindra ^a   Contractor, Danish ^a   Ng, Kenney ^b   Deshpande, Prasad M ^a   Hampp, Thomas ^b  

^a IBM RESEARCH   (United States)

^b IBM   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

E-MAIL DOCUMENTS; ELECTRONIC DISCOVERIES; EMAIL CONTENT; ENRON CORPUS; GROUPING TECHNIQUE; HIGH PRECISION; INFORMATION EXTRACTION; NEAR-DUPLICATE DETECTION; PRODUCT OFFERINGS; SEMANTIC GROUPING; HIGH-PRECISION;

SEMANTICS; SYNTACTICS;

ELECTRONIC MAIL;

EID: 84863735998     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (25)

1. J. R. Baron. Toward a federal benchmarking standard for evaluating information retrieval products used in e-discovery. 6th Sedona Conference Journal, pages 237-246, 2005.
2. Pavel Berkhin. Survey of clustering data mining techniques. 2002.
3. S. Brin, J. Davis, and H. Garcia-Molina. Copy detection mechanisms for digital documents. Proceedings of the Special Interest Group on Management of Data, pages 298-309, May 1995.
4. A. Z. Broder, S. C. Glassman, M. S. Manasse, and G. Zweig. Syntactic clustering of the web. Computer Networks, 29(8-13):1157-1166, 1997.
5. M. S. Charikar. Similarity estimation techniques from rounding algorithms. 34th Annual ACM Symposium on Theory of Computing, pages 380-388, May 2002.
6. A. Chowdhury., O. Frieder, D. Grossman, and M. McCabe. Collection statistics for fast duplicate document detection. ACM Transactions on Information Systems (TOIS), 20:171-191, 2002.
7. J. Conrad and C. P. Schriber. Online duplicate document detection: Signature reliability in a dynamic retrieval environment. Proceedings of the Twelfth International Conference on Information and Knowledge Management, pages 443-452, 2003.
8. J.G. Conrad. E-discovery revisited: A broader perspective for ir researchers. DESI: Workshop on Supporting Search and Sensemaking for Electronically Stored Information in Discovery Proceedings, pages 237-246, 2007.
9. EDRM - The Electronic Discovery Reference Model, 2009. http://edrm.net/.
10. D. Fetterly, M. Manasse, and M. Najork. On the evolution of clusters of near-duplicate web pages. 1st Latin American Web Congress, pages 37-45, 2003.
11. FIPS. Secure hash standard. Technical Report FIPS PUB 180-1, Federal Information Processing Standards Publication, 1995.
12. FRCP - Federal Rules of Civil Procedure, 2007. http://www.law.cornell.edu/rules/frcp.
13. Monika Henzinger. Finding near-duplicate web pages: A large-scale evaluation of algorithms. Proceedings of SIGIR, pages 284-291, August 2006.
14. T. Hoad and J. Zobel. Methods for identifying versioned and plagiarized documents. Journal of the American Society or Information Science and Technology, 54:203-215, 2003.
15. Bryan Klimt and Yiming Yang. The Enron Corpus:. Proceedings of ECML, pages 217-226, 2004.
16. D.D. Lewis and K.A. Knowles. Threading electronic mail: A preliminary study. Information Processing and Management, 33(2):209-217, 1997.
17. Andrew Kachites McCallum. Bow: A toolkit for statistical language modeling, text retrieval, classification and clustering. http://www.cs.cmu.edu/mccallum/bow, 1996.
18. B. Murphy. Special Issue: Readings on Case-based reasoning: Believe It - eDiscovery Technology Spending To Top $4.8 Billion By 2011. http://forrester.com/Research/Document/Excerpt/0,7211,40619,00.html.
19. Frederick Reiss, Sriram Raghavan, Rajasekar Krishnamurthy, Huaiyu Zhu, and Shivakumar Vaithyanathan. An algebraic approach to rule-based information extraction. Proceedings of ICDE, pages 933-942, 2008.
20. RFC 2822 Internet Message Format., 2001. http://www.faqs.org/rfcs/rfc2822.html.
21. George Scoha and Tom Gelbmann. The 2006 Scoha-Gelbmann electronic discovery survey report. Socha Consulting, 2007.
22. Martin Theobald, Jonathan Siddharth, and Andreas Paepcke. Spotsigs: robust and efficient near duplicate detection in large web collections. Proceedings of SIGIR, pages 563-570, 2008.
23. Y. Wu and D. Oard. Indexing emails and email threads for retrieval. Proceedings of SIGIR, pages 665 - 666, 2005.
24. Jen Yuan Yeh and Aaron Harnly. Email thread reassembly using similarity matching. Proceedings of CEAS, 2006.
25. J. Zawinski. Message Threading, 2002. http://www.jwz.org/doc/threading.htm.