Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/91554
Title: The effect of lexical relationships on the quality of query clusters
Authors: Goh, Dion Hoe-Lian
Ray, Chandrani Sinha
Foo, Schubert
Keywords: DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval
Issue Date: 2006
Source: Ray, C. S., Goh, D. H. L., & Foo, S. (2006). The effect of lexical relationships on the quality of query clusters. International Conference on Asian Digital Libraries ICADL (9th:2006:Japan), Lecture Notes in Computer Science, 4312, 223-233.
Abstract: Query clustering is a useful technique that can help users frame an optimum query to obtain relevant documents. The content-based approach to query clustering has been criticized since queries are usually very short and consist of a wide variety of keywords, making this method ineffective in finding clusters. Clustering based on similar search results URLs has also performed inadequately due to the large number of distinct URLs. Our previous work has demonstrated that a hybrid approach combining the two is effective in generating good clusters. The present study aims to extend our work by using lexical knowledge from WordNet to examine the effect on the quality of query clusters as opposed to the other approaches. Our results show that surprisingly, the use of lexical knowledge does not produce any significant improvement in the quality of query clusters, thus demonstrating the robustness of the hybrid content-based plus search results-based query clustering approach.
URI: https://hdl.handle.net/10356/91554
http://hdl.handle.net/10220/6111
DOI: 10.1007/11931584
Rights: The original publication is available at www.springerlink.com.
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:WKWSCI Conference Papers

Files in This Item:
File Description SizeFormat 
2006-lexical-query-clusters.pdf158.11 kBAdobe PDFThumbnail
View/Open

Google ScholarTM

Check

Altmetric


Plumx

Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.