THE BETA-BINOMIAL MIXTURE MODEL FOR WORD FREQUENCIES IN DOCUMENTS WITH APPLICATIONS TO INFORMATION RETRIEVAL

6th European Conference on Speech Communication and Technology, EUROSPEECH 1999

Volumn , Issue , 1999, Pages 2443-2446

  Lowe, Stephen A ^a  

^a Dragon Systems Inc ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; LINGUISTICS; SPEECH COMMUNICATION; SPEECH RECOGNITION;

BINOMIAL MODELS; CONTINUOUS MIXTURES; MIXTURE MODELING; MULTINOMIAL MODEL; PERFORMANCE; STATISTIC MODELING; TOPIC IDENTIFICATION; TOPIC TRACKING; TRACKING SYSTEM; WORD FREQUENCIES;

MIXTURES;

EID: 4544301136     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. U.S. National Institutes for Standards and Technology (NIST), “1998 Topic Detection and Tracking Project (TDT-2),” available at http://www.nist.gov, (1998).
2. Larry Gillick, “Probabilistic Models for Topic Spotting,” Workshop Notebook for the WHISPER Meeting at MIT Lincoln Laboratory, July 25-26, 1990, pp. 206-211.
3. NIST, Proceedings of the DARPA Broadcast News Workshop, Herndon, Virginia, February 28-March 3, 1999. On-line: http://www.nist.gov/speech/proc/darpa99.
4. Stephen Lowe, et al., “Topic Spotting and Topic Recognition from Speech Using a Large Vocabulary Continuous Speech Recognizer,” DARPA Whisper Meeting hosted by BBN Systems and Technologies, June 24-25, 1991.
5. Barbara Peskin, “Topic Spotting on Switchboard Data,” in WHISPER Final Review Meeting, Conference Notebook, MIT Lincoln Laboratory, January 13-14, 1993, pp. 2-3.
6. Barbara Peskin, et al., “Topic and Speaker Identification Via Large Vocabulary Continuous Speech Recognition,” Human Language Technology, Proceedings of the Workshop Held at Plainsboro, New Jersey, Advanced Research Projects Agency, March 21-24, 1993, pp. 119-124.
7. Larry Gillick, et al., “Application of Large Vocabulary Continuous Speech Recognition to Topic and Speaker Identification Using Telephone Speech,” ICASSP-93, Minneapolis, Minnesota, April 27-30, 1993, vol. II, pp. 471-474.
8. Barbara Peskin, et al., “Improvements in Switchboard Recognition and Topic Identification,” ICASSP-96, Atlanta, Georgia, May 7-10, 1996, vol. I, pp. 303-306.
9. S. E. Robertson, K. Sparck Jones, “Relevance Weighting of Search Terms,” Journal of the American Society for Information Science, 27(3), May-June, 1976, pp. 129-146.
10. Stephen P. Harter, “A Probabilistic Approach to Automatic Keyword Indexing, Parts I & II,” J. Am. Soc. for Information Science, 26(4), pp. 197-206, 280-289 (1975).
11. Burrell, Q. L., “A Simple Stochastic Model for Library Loans,” Journal of Documentation 36:115-132 (1980).
12. John A. Rice, Mathematical Statistics and Data Analysis, Second Edition, Duxbury Press, 1995.
13. Stephen A. Lowe, “The Beta-Binomial Mixture Model and Its Application to TDT Tracking and Detection,” in [3].
14. Jonathan P. Yamron, “Topic Tracking in a News Stream” [3]