Descriminant words for problems in scientific articles

Toshihiko Sakai, Jun Zeng, Brendan Flanagan, Tetsuya Nakatoh, Sachio Hirokawa

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

2 Citations (Scopus)

Abstract

Various viewpoints are required to make a survey and a trend analysis on related research. In order to find important problems, especially in unfamiliar field, simple search and clustering is not enough. We have to read most of the articles carefully. The work requires a lot of time and effort. This paper analyzes the sentences that describe the problem using SVM. It turned out the negative words are more effective in discernment than manually selected clue words or the positive words.

Original languageEnglish
Title of host publicationProceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012
Pages267-271
Number of pages5
DOIs
Publication statusPublished - Jul 25 2012
Event2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012 - Shanghai, China
Duration: May 30 2012Jun 1 2012

Publication series

NameProceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012

Other

Other2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012
CountryChina
CityShanghai
Period5/30/126/1/12

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems

Cite this

Sakai, T., Zeng, J., Flanagan, B., Nakatoh, T., & Hirokawa, S. (2012). Descriminant words for problems in scientific articles. In Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012 (pp. 267-271). [6211107] (Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012). https://doi.org/10.1109/ICIS.2012.42

Descriminant words for problems in scientific articles. / Sakai, Toshihiko; Zeng, Jun; Flanagan, Brendan; Nakatoh, Tetsuya; Hirokawa, Sachio.

Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012. 2012. p. 267-271 6211107 (Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012).

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

Sakai, T, Zeng, J, Flanagan, B, Nakatoh, T & Hirokawa, S 2012, Descriminant words for problems in scientific articles. in Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012., 6211107, Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012, pp. 267-271, 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012, Shanghai, China, 5/30/12. https://doi.org/10.1109/ICIS.2012.42
Sakai T, Zeng J, Flanagan B, Nakatoh T, Hirokawa S. Descriminant words for problems in scientific articles. In Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012. 2012. p. 267-271. 6211107. (Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012). https://doi.org/10.1109/ICIS.2012.42
Sakai, Toshihiko ; Zeng, Jun ; Flanagan, Brendan ; Nakatoh, Tetsuya ; Hirokawa, Sachio. / Descriminant words for problems in scientific articles. Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012. 2012. pp. 267-271 (Proceedings - 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, ICIS 2012).
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