Applying ontological modeling on quranic "nature" domain

The holy Quran is the holy book of the Muslims. It contains information about many domains. Often people search for particular concepts of holy Quran based on the relations among concepts. An ontological modeling of holy Quran can be useful in such a scenario. In this paper, we have modeled nature related concepts of holy Quran using OWL (Web Ontology Language) / RDF (Resource Description Framework). Our methodology involves identifying nature related concepts mentioned in holy Quran and identifying relations among those concepts. These concepts and relations are represented as classes/instances and properties of an OWL ontology. Later, in the result section it is shown that, using the Ontological model, SPARQL queries can retrieve verses and concepts of interest. Thus, this modeling helps semantic search and query on the holy Quran. In this work, we have used English translation of the holy Quran by Sahih International, Protege OWL Editor and for querying we have used SPARQL.

[1]  Silvia Miksch,et al.  Ontology-Driven Information Extraction , 2007 .

[2]  Ian Horrocks,et al.  SPARQL Query Answering over OWL Ontologies , 2011, ESWC.

[3]  Andreas Abecker,et al.  Ontologies and the Semantic Web , 2011, Handbook of Semantic Web Technologies.

[5]  Shuly Wintner,et al.  Morphological Analysis of the Qur'an , 2004, Lit. Linguistic Comput..

[6]  Aya M. Al-Zoghby,et al.  Arabic Semantic Web Applications - A Survey , 2013 .

[7]  Naomie Salim,et al.  Keyphrase extraction for Islamic Knowledge ontology , 2008, 2008 International Symposium on Information Technology.

[8]  Al,et al.  Arabic Semantic Web Applications – A Survey , 2012 .

[9]  Frank van Harmelen,et al.  A semantic web primer , 2004 .

[10]  Naomie Salim,et al.  Build islamic ontology based on ontology learning , 2007 .

[11]  Muhammad Sher,et al.  Ontology Based Semantic Search in Holy Quran , 2013 .

[12]  Naomie Salim,et al.  Towards context-sensitive domain of Islamic knowledge ontology extraction , 2010 .

[13]  Mohd Syazwan Abdullah,et al.  Al-Quran themes classification using ontology , 2012 .

[14]  Masrah Azrifah Azmi Murad,et al.  Quranic Verse Extraction base on Concepts using OWL-DL Ontology , 2013 .

[15]  Ilianna Kollia Optimizing Query Answering over OWL Ontologies , 2011, ESWC.

[16]  Martin Brümmer,et al.  Semantic Quran , 2015, Semantic Web.

[17]  Eric Atwell,et al.  QurSim: A corpus for evaluation of relatedness in short texts , 2012, LREC.

[18]  Samaneh Heidari,et al.  Creating quranic question taxonomy , 2014, 2014 22nd Iranian Conference on Electrical Engineering (ICEE).