Title :
Query expansion using thesaurus in improving Malay Hadith retrieval system
Author :
Rahman, N. Abdul ; Bakar, Z.A. ; Sembok, Tengku Mohd Tengku
Author_Institution :
Fac. of Comput. & Math. Sci., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
Thesaurus has become another valuable structure in any Information Retrieval system. It is a list of terms and concepts that provide a controlled vocabulary of words to use in document indexing, clustering, searching and retrieval. This paper present the results of expanding user´s query using Malay thesaurus in the process of searching Malay documents from Malay Hadith retrieval system. The results obtained shows that the retrieval effectiveness improves by four percent when thesaurus is employed in the process of retrieving Malay translated Hadith documents, compared to when single term queries are employed.
Keywords :
document handling; indexing; information retrieval systems; natural language processing; query processing; thesauri; Malay Hadith retrieval system; Malay documents; Malay thesaurus; Malay translated Hadith documents; controlled vocabulary; document clustering; document indexing; document retrieval; document searching; information retrieval system; query expansion; Books; Clustering algorithms; Couplings; Indexes; Information retrieval; Thesauri; Cluster-based Retrieval; Information Retrieval; Query Expansion; Thesaurus;
Conference_Titel :
Information Technology (ITSim), 2010 International Symposium in
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-6715-0
DOI :
10.1109/ITSIM.2010.5561518