Dynamic thesaurus construction from english-japanese dictionary

Yoshihiro Shimoji, Taiki Wada, Sachio Hirokawa

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

15 Citations (Scopus)

Abstract

We propose a method that constructs a hierarchy of words from a set of given documents automatically and dynamically. Given a query, the system retrieves the set of documents that satisfy the query, and the related words are extracted automatically, according their document frequencies. Then a hypernym relations of these related words are obtained using co-occurrence frequencies. Empirical evaluation are conducted for the word hierarchy derived from an English-Japanese dictionary, where the descriptions of a word is considered as one documents. It is shown that meaningful structures are obtained. It is also shown that the proposed method generates more fine hierarchy compared to that obtained by Niwa's and Srinivasan's method.

Original languageEnglish
Title of host publicationProceedings - CISIS 2008
Subtitle of host publication2nd International Conference on Complex, Intelligent and Software Intensive Systems
Pages918-923
Number of pages6
DOIs
Publication statusPublished - Oct 8 2008
EventCISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems - Barcelona, Spain
Duration: Mar 4 2008Mar 7 2008

Publication series

NameProceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems

Other

OtherCISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems
CountrySpain
CityBarcelona
Period3/4/083/7/08

Fingerprint

Thesauri
Glossaries

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Software
  • Control and Systems Engineering

Cite this

Shimoji, Y., Wada, T., & Hirokawa, S. (2008). Dynamic thesaurus construction from english-japanese dictionary. In Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems (pp. 918-923). [4606788] (Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems). https://doi.org/10.1109/CISIS.2008.63

Dynamic thesaurus construction from english-japanese dictionary. / Shimoji, Yoshihiro; Wada, Taiki; Hirokawa, Sachio.

Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems. 2008. p. 918-923 4606788 (Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems).

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

Shimoji, Y, Wada, T & Hirokawa, S 2008, Dynamic thesaurus construction from english-japanese dictionary. in Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems., 4606788, Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems, pp. 918-923, CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems, Barcelona, Spain, 3/4/08. https://doi.org/10.1109/CISIS.2008.63
Shimoji Y, Wada T, Hirokawa S. Dynamic thesaurus construction from english-japanese dictionary. In Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems. 2008. p. 918-923. 4606788. (Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems). https://doi.org/10.1109/CISIS.2008.63
Shimoji, Yoshihiro ; Wada, Taiki ; Hirokawa, Sachio. / Dynamic thesaurus construction from english-japanese dictionary. Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems. 2008. pp. 918-923 (Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems).
@inproceedings{7e201ec929184cc9887f0c285ce685a3,
title = "Dynamic thesaurus construction from english-japanese dictionary",
abstract = "We propose a method that constructs a hierarchy of words from a set of given documents automatically and dynamically. Given a query, the system retrieves the set of documents that satisfy the query, and the related words are extracted automatically, according their document frequencies. Then a hypernym relations of these related words are obtained using co-occurrence frequencies. Empirical evaluation are conducted for the word hierarchy derived from an English-Japanese dictionary, where the descriptions of a word is considered as one documents. It is shown that meaningful structures are obtained. It is also shown that the proposed method generates more fine hierarchy compared to that obtained by Niwa's and Srinivasan's method.",
author = "Yoshihiro Shimoji and Taiki Wada and Sachio Hirokawa",
year = "2008",
month = "10",
day = "8",
doi = "10.1109/CISIS.2008.63",
language = "English",
isbn = "0769531091",
series = "Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems",
pages = "918--923",
booktitle = "Proceedings - CISIS 2008",

}

TY - GEN

T1 - Dynamic thesaurus construction from english-japanese dictionary

AU - Shimoji, Yoshihiro

AU - Wada, Taiki

AU - Hirokawa, Sachio

PY - 2008/10/8

Y1 - 2008/10/8

N2 - We propose a method that constructs a hierarchy of words from a set of given documents automatically and dynamically. Given a query, the system retrieves the set of documents that satisfy the query, and the related words are extracted automatically, according their document frequencies. Then a hypernym relations of these related words are obtained using co-occurrence frequencies. Empirical evaluation are conducted for the word hierarchy derived from an English-Japanese dictionary, where the descriptions of a word is considered as one documents. It is shown that meaningful structures are obtained. It is also shown that the proposed method generates more fine hierarchy compared to that obtained by Niwa's and Srinivasan's method.

AB - We propose a method that constructs a hierarchy of words from a set of given documents automatically and dynamically. Given a query, the system retrieves the set of documents that satisfy the query, and the related words are extracted automatically, according their document frequencies. Then a hypernym relations of these related words are obtained using co-occurrence frequencies. Empirical evaluation are conducted for the word hierarchy derived from an English-Japanese dictionary, where the descriptions of a word is considered as one documents. It is shown that meaningful structures are obtained. It is also shown that the proposed method generates more fine hierarchy compared to that obtained by Niwa's and Srinivasan's method.

UR - http://www.scopus.com/inward/record.url?scp=53149150201&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=53149150201&partnerID=8YFLogxK

U2 - 10.1109/CISIS.2008.63

DO - 10.1109/CISIS.2008.63

M3 - Conference contribution

AN - SCOPUS:53149150201

SN - 0769531091

SN - 9780769531090

T3 - Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems

SP - 918

EP - 923

BT - Proceedings - CISIS 2008

ER -