RELATED WORD EXTRACTION FROM WIKIPEDIA FOR WEB RETRIEVAL ASSISTANCE
Kentaro Hori, Tetsuya Oishi, Tsunenori Mine, Ryuzo Hasegawa, Hiroshi Fujita, Miyuki Koshimura
2010
Abstract
This paper proposes a web retrieval system with extended queries generated from the contents of Wikipedia. By using the extended queries, we aim to assist user in retrieving Web pages and acquiring knowledge. To extract extended query items, we make much of hyperlinks in Wikipedia in addition to the related word extraction algorithm. We evaluated the system through experimental use of it by several examinees and the questionnaires to them. Experimental results show that our system works well for user's retrieval and knowledge acquisition.
References
- Broder, A. (2002). A taxonomy of web search. In SIGIR Forum Vol.36,No.2. SIGIR.
- Fujii, A. (2007). Modeling anchor text and classifying queries in web retrieval. In internet conference2007. in Japanese.
- Ito, M., Nakayama, K., Hara, T., and Nishio, S. (2008). A consideration of association thesaurus construction based on link co-occurrence analysis considering sentences. In DEWS2008. IEICE. in Japanese.
- Kuramoto, S., Hasegawa, R., Fujita, H., Koshimura, M., and Mine, T. (2007). A method for query expansion using the related word extraction algorithm. In JAWS2007. SIG-ICS. in Japanese.
- Mano, H., Itoh, H., and Ogawa, Y. (2003). Ranking retrieval in document retrieval. In Ricoh Technical Report No.29. Ricoh. in Japanese.
- Masada, T., Kanazawa, T., Takasu, A., and Adachi, J. (2005). Improving web search by query expansion with a small number of terms. In NTCIR-5 Workshop Meeting. NTCIR. in Japanese.
- Murata, N., Toda, H., Matsuura, Y., and Kataoka, R. (2008). A query expansion method using access concentration sites in search resul. In DBSJ Letters Vol.6, No.4, pp.45-48. in Japanese.
- Oishi, T., Kuramoto, S., Mine, T., Hasegawa, R., Fujita, H., and Koshimura, M. (2008). A method of query generation using the related word extraction algorithm. In IPSJ SIG Notes 2008(56) pp.33-40. IPSJ. in Japanese.
- Page, L. and Lopes, J. (1998). The pagerank citation ranking: Bringing order to the web. In Technical Report. Stanford University.
- Qiu, F. and Cho, J. (2006). Automatic identification of user interest for personalized search. In International World Wide Web Conference. ACM.
- Robertson, S. (1990). On term selection for query expansion. In Journal of Documentation, 46, 4, pp. 359-364.
- Sieg, A., Mobasher, B., and Burke., R. (2007). Web search personalization with onotological user profiles. In In Proc. of CIKM 7807. CIKM.
- Strube.M and Ponzetto.S (2006). Wikirelate! computing semantic relatedness using wikipedia. In AAAI pp.1419- 1424.
- Thomas, C. (2006). An empirical examination of wikipedia's credibility. In First Monday.
- Yoshinori, H. (2004). User profiling technique for information recommendation and information filtering. In Journal of Japanese Society for Artificial Intelligence 19(3) pp.365-372. JSAI. in Japanese.
Paper Citation
in Harvard Style
Hori K., Oishi T., Mine T., Hasegawa R., Fujita H. and Koshimura M. (2010). RELATED WORD EXTRACTION FROM WIKIPEDIA FOR WEB RETRIEVAL ASSISTANCE . In Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-674-022-1, pages 192-199. DOI: 10.5220/0002728801920199
in Bibtex Style
@conference{icaart10,
author={Kentaro Hori and Tetsuya Oishi and Tsunenori Mine and Ryuzo Hasegawa and Hiroshi Fujita and Miyuki Koshimura},
title={RELATED WORD EXTRACTION FROM WIKIPEDIA FOR WEB RETRIEVAL ASSISTANCE},
booktitle={Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2010},
pages={192-199},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002728801920199},
isbn={978-989-674-022-1},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - RELATED WORD EXTRACTION FROM WIKIPEDIA FOR WEB RETRIEVAL ASSISTANCE
SN - 978-989-674-022-1
AU - Hori K.
AU - Oishi T.
AU - Mine T.
AU - Hasegawa R.
AU - Fujita H.
AU - Koshimura M.
PY - 2010
SP - 192
EP - 199
DO - 10.5220/0002728801920199