Research Article Open Access

Evaluation of Different Query Expansion Techniques for Arabic Text Retrieval System

Aysh Alhroob1, Hayel Khafajeh2 and Nisreen Innab3
  • 1 Al-Isra University, Jordan
  • 2 Zarqa University, Jordan
  • 3 University of New England, Australia
American Journal of Applied Sciences
Volume 10 No. 9, 2013, 1018-1024

DOI: https://doi.org/10.3844/ajassp.2013.1018.1024

Submitted On: 8 January 2013
Published On: 24 August 2013

How to Cite: Alhroob, A., Khafajeh, H. & Innab, N. (2013). Evaluation of Different Query Expansion Techniques for Arabic Text Retrieval System. American Journal of Applied Sciences, 10(9), 1018-1024. https://doi.org/10.3844/ajassp.2013.1018.1024

Abstract

The word mismatch problem is fundamental to Information retrieval. Query expansion process helps to overcome this problem. Based on the Arabic corpuses, the comparisons between two query expansion techniques (global and local query) have been conducted to determine the query effectiveness. First one represents the local context analysis which represents a local method, while a global method was the second technique that has been represented by the Association and similarity thesauruses. These techniques can be used in any special field or domain to improve the expansion process and to get more relevant documents for the user’s query. This study introduces a comparison between these approaches and shows their effectiveness. Although, local context analysis has some advantages over the similarity thesaurus, Association thesaurus which is global is generally the most effective one.

Download

Keywords

  • Query Expansion
  • Association Thesaurus
  • Similarity Thesaurus
  • Local Context Analysis
  • Thesaurus
  • Indexing
  • Natural Language (NL)
  • Synonyms