New Methods in Automatic Extracting

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New Methods in Automatic Extracting

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Journal of the ACM (JACM) archive
Volume 16 , Issue 2 (April 1969) table of contents

Pages: 264 - 285

Year of Publication: 1969

ISSN:0004-5411

Author

H. P. Edmundson

University of Maryland, Computer Science Center, College Park, Maryland

Publisher

ACM New York, NY, USA

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Downloads (6 Weeks): 16, Downloads (12 Months): 143, Citation Count: 108

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ABSTRACT

This paper describes new methods of automatically extracting documents for screening purposes, i.e. the computer selection of sentences having the greatest potential for conveying to the reader the substance of the document. While previous work has focused on one component of sentence significance, namely, the presence of high-frequency content words (key words), the methods described here also treat three additional components: pragmatic words (cue words); title and heading words; and structural indicators (sentence location). The research has resulted in an operating system and a research methodology. The extracting system is parameterized to control and vary the influence of the above four components. The research methodology includes procedures for the compilation of the required dictionaries, the setting of the control parameters, and the comparative evaluation of the automatic extracts with manually produced extracts. The results indicate that the three newly proposed components dominate the frequency component in the production of better extracts.

REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	1	Automatic abstracting. RADC-TDR-63-93, TRW Computer Div., Thompsoa-Ramo- Wooldridge, Inc., Canoga Park, Calif., Feb. 1963.
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	3	H. P. Edmundson , R. E. Wyllys, Automatic abstracting and indexing—survey and recommendations, Communications of the ACM, v.4 n.5, p.226-234, May 1961 [doi>10.1145/366532.366545]
	4	Final report on the study for automtic abstracting. Cl07-1U12, Thompson-Ramo- Wooldridge, Inc., Canoga Park, Calif., Sept. 1961.
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