Space creation and evaluation methods using specialized and general knowledge for semantic associative search

Shiori Sasaki, Yasushi Kiyoki

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

2 Citations (Scopus)

Abstract

In this paper, we present a new creation method of a semantic retrieval space for a specialized field of study, especially for the field of International Relations (IR), and new evaluation criteria for verifying practical effectiveness of the created space. This space creation method needs only a general dictionary and a lexicon of the technical terms for a specific field. Using the newly created space, we realized semantic associative search for documents which include various technical terms with general words, and also documents which include general words with technical terms. Furthermore, to verify practical effectiveness of the space creation method, that is, how much knowledge we can acquire from the created space newly, we present some evaluation criteria besides precision and recall rate.

Original languageEnglish
Title of host publicationProceedings - 2005 Symposium on Applications and the Internet Workshops, SAINT2005
Pages434-437
Number of pages4
Publication statusPublished - 2005 Dec 1
Event2005 Symposium on Applications and the Internet Workshops, SAINT2005 - Trento, Italy
Duration: 2005 Jan 312005 Feb 4

Publication series

NameProceedings - 2005 Symposium on Applications and the Internet Workshops, SAINT2005
Volume2005

Other

Other2005 Symposium on Applications and the Internet Workshops, SAINT2005
CountryItaly
CityTrento
Period05/1/3105/2/4

ASJC Scopus subject areas

  • Engineering(all)

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  • Cite this

    Sasaki, S., & Kiyoki, Y. (2005). Space creation and evaluation methods using specialized and general knowledge for semantic associative search. In Proceedings - 2005 Symposium on Applications and the Internet Workshops, SAINT2005 (pp. 434-437). [1620067] (Proceedings - 2005 Symposium on Applications and the Internet Workshops, SAINT2005; Vol. 2005).