Arabic Query Expansion Using WordNet and Association Rules

Journal article

Abbache, A, Meziane, F., Belalem, G and Belkredim, F Z 2018. Arabic Query Expansion Using WordNet and Association Rules. International Journal of Intelligent Information Technologies. https://doi.org/10.4018/ijiit.2016070104
AuthorsAbbache, A, Meziane, F., Belalem, G and Belkredim, F Z
Abstract

Query expansion is the process of adding additional relevant terms to the original queries to improve the performance of information retrieval systems. However, previous studies showed that automatic query expansion using WordNet do not lead to an improvement in the performance. One of the main challenges of query expansion is the selection of appropriate terms. In this paper, we review this problem using Arabic WordNet and Association Rules within the context of Arabic Language. The results obtained confirmed that with an appropriate selection method, we are able to exploit Arabic WordNet to improve the retrieval performance. Our empirical results on a sub-corpus from the Xinhua collection showed that our automatic selection method has achieved a significant performance improvement in terms of MAP and recall and a better precision with the first top retrieved documents.

KeywordsQuery expansion; retrieval systems; Arabic wordnet; Xinhua
Year2018
JournalInternational Journal of Intelligent Information Technologies
PublisherIGI Global
Digital Object Identifier (DOI)https://doi.org/10.4018/ijiit.2016070104
Web address (URL)http://www.scopus.com/inward/record.url?eid=2-s2.0-85045858534&partnerID=MN8TOARS
Output statusPublished
Publication datesJul 2016
Publication process dates
Deposited05 Jun 2023
Page range1239 - 1254
Book titleInformation Retrieval and Management: Concepts, Methodologies, Tools, and Applications
SeriesInformation Retrieval and Management
ISBN978-152255192-8
9781522551928
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