CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Towards an Arabic Web-based Information Retrieval System (ARABIRS): Stemming to Indexing

by El Younoussi Yacine
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 109 - Number 14
Year of Publication: 2015
Authors: El Younoussi Yacine
10.5120/19257-1009

El Younoussi Yacine . Towards an Arabic Web-based Information Retrieval System (ARABIRS): Stemming to Indexing. International Journal of Computer Applications. 109, 14 ( January 2015), 28-33. DOI=10.5120/19257-1009

@article{ 10.5120/19257-1009,
author = { El Younoussi Yacine },
title = { Towards an Arabic Web-based Information Retrieval System (ARABIRS): Stemming to Indexing },
journal = { International Journal of Computer Applications },
issue_date = { January 2015 },
volume = { 109 },
number = { 14 },
month = { January },
year = { 2015 },
issn = { 0975-8887 },
pages = { 28-33 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume109/number14/19257-1009/ },
doi = { 10.5120/19257-1009 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:44:47.726515+05:30
%A El Younoussi Yacine
%T Towards an Arabic Web-based Information Retrieval System (ARABIRS): Stemming to Indexing
%J International Journal of Computer Applications
%@ 0975-8887
%V 109
%N 14
%P 28-33
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Arabic, the mother tongue of over 300 million people around the world, is known as one of the most difficult languages in Automatic Natural Language processing (NLP) in general and information retrieval in particular. Hence, Arabic cannot trust any web information retrieval system as reliable and relevant as Google search engine. In this context, we dared to focus all our researches to implement an Arabic web-based information retrieval system entitled ARABIRS (ARABic Information Retrieval System). Therefore, to launch such a process so long and hard, we will start with Indexing as one of the crucial steps of the system.

References
  1. Julie Beth Lovins Ding, W. and Marchionini, G. 1997. A Study on Video Browsing Strategies. Technical Report. University of Maryland at College Park.
  2. Porter, M. F. 1980. An algorithm for suffix stripping. Program, Vol. 14 No. 3, pp. 130-137
  3. Aljlayl, M. , and Frieder, O. 2002. On Arabic Search: Improving the Retrieval Effectiveness via a Light Stemming Approach.
  4. Larkey, L. S. , Ballesteros, L. and Connell M. 2002. Improving Stemming for Arabic Information Retrieval: Light Stemming and Co-occurrence Analysis.
  5. Darwish, K. 2003. Probabilistic methods for searching OCRdegraded Arabic text. Unpublished Ph. D. thesis, University of Maryland,USA.
  6. Chen, A. , and Gey, F. 2002. Building an Arabic stemmer for information retrieval. In TREC 2002. Gaithersburg: NIST, pp 631-639.
  7. Leah, L. , Lisa, B. and Margaret E. C. 2007. Light stemming for Arabic information retrieval. Arabic Computational Morphology, Springer Netherlands,
  8. Khoja, S. 1999. Stemming Arabic Text.
  9. Farghaly, A. and Shaalan, K. 2009. Arabic Natural Language Processing: Challenges and Solutions. Volume 8 , Issue 4 (December 2009), Article No: 14.
  10. Mayfield, J. , McNamee, P. , Costello, C. , Piatko, C. , and Banerjee, A. JHU/APL at TREC 2001: Experiments in filtering and in Arabic, video, and web retrieval. In TREC 2001. Gaithersburg: NIST, 2001.
  11. Peter, C. , 2006. A Comparison of Personal Name Matching: Techniques and Practical Issues. Data Mining Workshops, 2006. ICDM Workshops 2006
Index Terms

Computer Science
Information Sciences

Keywords

Arabic Information Retrieval System Arabic Language Indexing Arabic Language Stemming.

Powered by PhDFocusTM