We propose an approach that organizes the search-result clusters into a hierarchical structure, called a query taxonomy, from the user's perspective. The proposed approach is based on an unsupervised classification method, which uses the dynamic Web as the training corpus. With query taxonomy, users can browse relevant Web documents more conveniently and comprehensibly. Our experimental results verify the feasibility and the effectiveness of the proposed approach to query taxonomy generation in Web search.
%0 Conference Paper
%1 cheng2006
%A Cheng, P.-J.
%A Tsai, C.-H.
%A Hung, C.-M.
%A Chien, L.-F.
%B CIKM '06: Proceedings of the 15th ACM international conference on Information and knowledge management
%C New York, NY, USA
%D 2006
%I ACM
%K TOREAD search
%P 862--863
%R http://doi.acm.org/10.1145/1183614.1183768
%T Query taxonomy generation for web search
%U http://portal.acm.org/citation.cfm?doid=1183614.1183768
%X We propose an approach that organizes the search-result clusters into a hierarchical structure, called a query taxonomy, from the user's perspective. The proposed approach is based on an unsupervised classification method, which uses the dynamic Web as the training corpus. With query taxonomy, users can browse relevant Web documents more conveniently and comprehensibly. Our experimental results verify the feasibility and the effectiveness of the proposed approach to query taxonomy generation in Web search.
%@ 1-59593-433-2
@inproceedings{cheng2006,
abstract = {We propose an approach that organizes the search-result clusters into a hierarchical structure, called a query taxonomy, from the user's perspective. The proposed approach is based on an unsupervised classification method, which uses the dynamic Web as the training corpus. With query taxonomy, users can browse relevant Web documents more conveniently and comprehensibly. Our experimental results verify the feasibility and the effectiveness of the proposed approach to query taxonomy generation in Web search.},
added-at = {2008-04-23T11:19:28.000+0200},
address = {New York, NY, USA},
author = {Cheng, P.-J. and Tsai, C.-H. and Hung, C.-M. and Chien, L.-F.},
biburl = {https://www.bibsonomy.org/bibtex/2ad21d770e7db0b866f2be1a569c5064b/mstrohm},
booktitle = {CIKM '06: Proceedings of the 15th ACM international conference on Information and knowledge management},
description = {Query taxonomy generation for web search},
doi = {http://doi.acm.org/10.1145/1183614.1183768},
interhash = {0c8748e071ce42bf064700ee30c57d96},
intrahash = {ad21d770e7db0b866f2be1a569c5064b},
isbn = {1-59593-433-2},
keywords = {TOREAD search},
location = {Arlington, Virginia, USA},
pages = {862--863},
publisher = {ACM},
timestamp = {2008-04-23T11:19:28.000+0200},
title = {Query taxonomy generation for web search},
url = {http://portal.acm.org/citation.cfm?doid=1183614.1183768},
year = 2006
}