Extraction of key expressions indicating the important sentence from article abstracts

Shuhei Otani, Yoichi Tomiura

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

In this study, we aim to extract key expressions that indicate the important sentence describing the originalities or contributions from article abstracts. The expense of searching academic information increases because of increases in the number of articles, discipline subdivisions, and promotion of interdisciplinary research. Improving the extraction and presentation of the main points from article abstracts will contribute to reducing academic information search expenses. We extracted pseudo-important sentences from each article abstract based on the ratio of the number of words in the identified sentence that appear in the article title to the number of all words in the sentence. After that, we evaluated the ratio of the number of the pseudo-important sentences including each N-gram to the number of all sentences including that N-gram. We then extracted the N-grams with a ratio as high as the key expressions.

Original languageEnglish
Title of host publicationProceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages216-219
Number of pages4
ISBN (Electronic)9781479941735
DOIs
Publication statusPublished - Sep 29 2014
Event3rd IIAI International Conference on Advanced Applied Informatics, IIAI-AAI 2014 - Kitakyushu, Japan
Duration: Aug 31 2014Sep 4 2014

Other

Other3rd IIAI International Conference on Advanced Applied Informatics, IIAI-AAI 2014
CountryJapan
CityKitakyushu
Period8/31/149/4/14

All Science Journal Classification (ASJC) codes

  • Information Systems

Cite this

Otani, S., & Tomiura, Y. (2014). Extraction of key expressions indicating the important sentence from article abstracts. In Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014 (pp. 216-219). [6913297] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IIAI-AAI.2014.53

Extraction of key expressions indicating the important sentence from article abstracts. / Otani, Shuhei; Tomiura, Yoichi.

Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 216-219 6913297.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Otani, S & Tomiura, Y 2014, Extraction of key expressions indicating the important sentence from article abstracts. in Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014., 6913297, Institute of Electrical and Electronics Engineers Inc., pp. 216-219, 3rd IIAI International Conference on Advanced Applied Informatics, IIAI-AAI 2014, Kitakyushu, Japan, 8/31/14. https://doi.org/10.1109/IIAI-AAI.2014.53
Otani S, Tomiura Y. Extraction of key expressions indicating the important sentence from article abstracts. In Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 216-219. 6913297 https://doi.org/10.1109/IIAI-AAI.2014.53
Otani, Shuhei ; Tomiura, Yoichi. / Extraction of key expressions indicating the important sentence from article abstracts. Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 216-219
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