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Reseach Article

ISWSE: Islamic Semantic Web Search Engine

by Hossam Ishkewy, Hany Harb
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 112 - Number 5
Year of Publication: 2015
Authors: Hossam Ishkewy, Hany Harb
10.5120/19664-1337

Hossam Ishkewy, Hany Harb . ISWSE: Islamic Semantic Web Search Engine. International Journal of Computer Applications. 112, 5 ( February 2015), 37-43. DOI=10.5120/19664-1337

@article{ 10.5120/19664-1337,
author = { Hossam Ishkewy, Hany Harb },
title = { ISWSE: Islamic Semantic Web Search Engine },
journal = { International Journal of Computer Applications },
issue_date = { February 2015 },
volume = { 112 },
number = { 5 },
month = { February },
year = { 2015 },
issn = { 0975-8887 },
pages = { 37-43 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume112/number5/19664-1337/ },
doi = { 10.5120/19664-1337 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:48:40.103993+05:30
%A Hossam Ishkewy
%A Hany Harb
%T ISWSE: Islamic Semantic Web Search Engine
%J International Journal of Computer Applications
%@ 0975-8887
%V 112
%N 5
%P 37-43
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Despite the enormous number of documents and the huge amount of information contained in the Internet, the information search process is still difficult and unsatisfactory. The main reason behind this is that the search engines use the traditional search which depends on the keywords not on the concepts as semantic search engines. Tim Berners-Lee invented the Semantic Web in 2001 and until now many researches about semantic web search engines have appeared, however the Semantic Web researches in Arabic language are still few especially with regard to the Islamic information domain. Total number of Muslim countries is about 57 countries and a population of Muslims around the world is about 1. 62 billion by more than 23% of the world's population. This large number believes on one book (The Holy Quran) and needs to retrieve information from it accurately and easily. The Holy Quran, which God revealed to the Prophet Muhammad as Muslims believe, has been worshipped for 1,400 years. The Holy Quran is written in the classical Arabic language. This ancient language has undergone a lot of modifications. For this reason, the Holy Quran became not fully understood by the majority of Muslims. To solve this problem, we present in this paper, the ISWSE as an Islamic Semantic Web Search Engine which searches in the Holy Quran. The proposed system is based on Islamic Ontology and uses Azhary as a lexical ontology for the Arabic language. The paper also introduces experimental results and performance evaluation for the proposed system.

References
  1. G. Sudeepthi , G. Anuradha and M. Surendra Prasad Babu, "A Survey on Semantic Web Search Engine" , IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 2, No 1, March 2012.
  2. Haytham T. Al-Feel, Magdy Koutb and Hoda Suoror, "Semantic Web on Scope: A New Architectural Model for the Semantic Web",Journal of Computer Science 4(7): 613-624, 2008.
  3. Tim Berners-Lee, James Hendler and Ora Lassila, "The Semantic Web", Scientific American, May 17, 2001.
  4. T. Berners-Lee, "Artificial Intelligence & the Semantic Web", World Wide Web Consortium, 2006. Available: http://www. w3. org/2006/Talks/0718-aaai-tbl/Overview. html#(14).
  5. Liyang Yu, "Introduction to the Semantic Web and Semantic Web Services", book, 2007.
  6. T. R. Gruber, "A Translation Approach to a Portable Ontology Specification", Knowledge Acquisition, vol. 6, pp. 199-221, 1993.
  7. ??????? ?? ???? ?????? ???? ????? ???????, Available: http://www. maabernew. com/books/Itkan_Sayouti. pdf [Accessed: Sep. 5, 2014].
  8. Hakia search engine, available at: http://www. hakia. com/
  9. Swoogle search engine, available at: http://swoogle. umbc. edu/
  10. DuckDuckGo, available at: http://duckduckgo. com/
  11. Jagendra Singh and Aditi Sharan, "A Comparative Study between Keyword and Semantic Based Search Engines", International Conference on Cloud, Big Data and Trust, 2013.
  12. Wei Wang, Payam M. Barnaghi and Andrzej Bargiela, "Search with Meanings: An Overview of Semantic Search Systems", International journal of Communications of SIWN, Vol. 3, June 2008, pp. 76-82.
  13. Ivan Habernal and Miloslav Konopík , "SWSNL: Semantic Web Search Using Natural Language", Expert Systems with Applications, 40, pp 3649–3664, 2013.
  14. Nandkishor Vasnik, Shriya Sahu and Devshri Roy, "TALASH: A semantic and context based optimized hindi search engine", International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol. 2, No. 3, June 2012.
  15. Ankit Kanojia and Varsha Sharma, "University Search Engine Based on Semantic Approach", International Journal of Computer Theory and Engineering, Vol. 4, No. 4, August 2012.
  16. Philippe Thomas, Johannes Starlinger, Alexander Vowinkel, Sebastian Arzt and Ulf Leser, "GeneView: a comprehensive semantic search engine for PubMed", Nucleic Acids Research, pp 1–7, 2012.
  17. Alaa Riad, Hamdy Elminir and Sameh Abd-Elghany, "Web Image Retrieval Search Engine based on Semantically Shared Annotation" , IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 2, No 3, March 2012.
  18. Hikmat Ullah Khan, Syed Muhammad Saqlain, Muhammad Shoaib and Muhammad Sher, "Ontology Based Semantic Search in Holy Quran", International Journal of Future Computer and Communication, Vol. 2, No. 6, December 2013.
  19. Mohamed Ahmed Sherif and Axel-Cyrille Ngonga Ngomo, "Semantic Quran:A Multilingual Resource for Natural-Language Processing", Semantic Web Journal, 2009.
  20. Maha Al-Yahya, Hend Al-Khalifa,Alia Bahanshal, Iman Al-Odah and Nawal Al Helwah, "An Ontological Model for Representing Semantic Lexicons: An Application on Time Nouns In the Holy Quran", The Arabian Journal for Science and Engineering, Volume 35, December 2010.
  21. A. De Nicola, M. Missikoff, and R. Navigli, "A Software Engineering Approach to Ontology Building", Information Systems, 34(2009), pp. 258–275.
  22. Azman Ta'a, Syuhada Zainal Abidin, Mohd Syazwan Abdullah, Abdul Bashah B Mat Ali, and Muhammad Ahmad,"AL-Quran Themes Classification using Ontology", Proceedings of the 4the International Conference on Computing and Informatics, ICOCI 2013.
  23. Saidah Saad, Naomie Salim and Hakim Zainal,"Islamic Knowledge Ontology Creation", Internet Technology and Secured Transactions, 2009.
  24. Hossam Ishkewy, Hany Harb and Hassan Farahat, "Azhary: An Arabic Lexical Ontology", International Journal of Web & Semantic Technology (IJWesT), Vol. 5, No. 4, October 2014.
  25. Protégé, http://protege. stanford. edu/
  26. Apache Jena, https://jena. apache. org/index. html
Index Terms

Computer Science
Information Sciences

Keywords

Semantic Web Ontology Search Engines Information Retrieval Islamic Sharia.