TY - GEN
T1 - Space creation and evaluation methods using specialized and general knowledge for semantic associative search
AU - Sasaki, Shiori
AU - Kiyoki, Yasushi
PY - 2005/12/1
Y1 - 2005/12/1
N2 - 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.
AB - 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.
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UR - http://www.scopus.com/inward/citedby.url?scp=33947107537&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:33947107537
SN - 0769522637
SN - 9780769522630
T3 - Proceedings - 2005 Symposium on Applications and the Internet Workshops, SAINT2005
SP - 434
EP - 437
BT - Proceedings - 2005 Symposium on Applications and the Internet Workshops, SAINT2005
T2 - 2005 Symposium on Applications and the Internet Workshops, SAINT2005
Y2 - 31 January 2005 through 4 February 2005
ER -