PARTITION-BASED PATTERN MATCHING APPROACH FOR EFFICIENT RETRIEVAL OF ARABIC TEXT

Authors

  • Saqib Hakak Faculty of Computer Science and Information Technology, University Malaya, Kuala Lumpur, Malaysia
  • Amirrudin Kamsin Faculty of Computer Science and Information Technology, University Malaya, Kuala Lumpur, Malaysia
  • Palaiahnakote Shivakumara Faculty of Computer Science and Information Technology, University Malaya, Kuala Lumpur, Malaysia
  • Mohd. Yamani Idna Idris Faculty of Computer Science and Information Technology, University Malaya, Kuala Lumpur, Malaysia

DOI:

https://doi.org/10.22452/mjcs.vol31no3.3

Keywords:

Partition-based pattern matching, exact matching, Arabic texts, short patterns, digital Quran, information retrieval

Abstract

Encoding for Arabic based on the Unicode Transformation Format (UTF) differs from encoding for English based on the American Standard Code for Information Interchange (ASCII) since the Arabic usage of diacritics, symbols and elongated characters makes searching more challenging in the field of information retrieval. In this paper, we propose a new partition-based pattern matching approach that divides the query words into two equal parts (sub-parts). The proposed approach treats the two divided sub-parts as independent query words and uses a parallel search to match the content in the database. In addition, the proposed approach modifies the conventional brute force pattern matching to speed up the searching process which results in efficient text retrieval from any database. The experimental results are used to evaluate the proposed approach in terms of processing time. The comparative analysis of the existing approaches and the proposed approach reveals that the proposed approach outperforms all other existing approaches in terms of computational time.

Downloads

Download data is not yet available.

Downloads

Published

2018-07-30

How to Cite

Hakak, S., Kamsin, A., Shivakumara, P., & Idna Idris, M. Y. (2018). PARTITION-BASED PATTERN MATCHING APPROACH FOR EFFICIENT RETRIEVAL OF ARABIC TEXT. Malaysian Journal of Computer Science, 31(3), 200–209. https://doi.org/10.22452/mjcs.vol31no3.3

Most read articles by the same author(s)