Ontological Methodologies for Counselling Intervention: Do’a and Zikr Al-Mā’thur Corpus
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Abstract
Do’a and Zikr al-Mā’thur (authentic supplications and remembrance of ALLAH ‘Azza wa Jalla) can be suggested to Muslims to help them deal with challenges or issues in life. Counselling cases affect a person’s feelings. Do’a and Zikr al-Mā’thur are often applied as a counselling intervention. Unfortunately, the authentic Do’a and Zikr al-Mā’thur are dispersed in many resources not visible to users, and the fact that not all online resources offer access to accurate Do’a and Zikr al-Mā’thur to users and the dubious Do’a and Zikr al-Mā’thur frequently credited to the Prophet (pbuh). The goal of this research is to develop an ontology for the purpose of providing credible results to counselling cases in need of relevant Do’a and Zikr Al- Ma’thur. This research focused on presenting how an ontology could support to provide accurate information to cases supervised by high school counsellors. This research developed the ontology for Do’a and Zikr al-Mā’thur for counselling in Protégé. The methodology implemented in the ontology development included the models designed by Fernandez-Lopez et al., Thunkijjanukij, Gomez-Perez et al., and Kreider. The ontology was verified, validated, and evaluated by two subject domain experts. Most concepts were rated as ‘Compliant’ and some as ‘Partially Compliant’. Queries in SPARQL produced answers to the competency questions. Feedbacks from the user assessment proved that the executed results from the Do’a and Zikr al-Mā’thur ontology for counselling succeeded in fulfilling the users’ requirement. It is recommended that the sustainability of the ontology should be secured through constant submission of real cases by counsellors and people with similar roles for query analysis and results. Credible scholars should provide direction to trustworthy sources. Such essential input is valuable for content management and contributes towards very few domain ontologies that deliver support to professional works. It also provides the step-by-step procedures to ontology construction and assessment for Islamic collection for counselling intervention.
Received 28/3/2021, Accepted 11/4/2021, Published 6/6/2021
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References
Al-Shawkani MAMA. Tuhfat al- dhakirin. Beirut: Dar al-Kutub al-ilmiyya. 1970.
Al-Qahtani SIAIW. Invocations from the Quran and Sunnah: Ar-Ruqiya. Egypt: Dar Al-Salam. 2004.
Mathur I, Mathur S, Joshi N. Ontology development for health care in India. In Proceedings of the International Conference & Workshop on Emerging Trends in Technology. ACM 2100;715-718.
Selvalakshmi B, Subramaniam M. Intelligent ontology based semantic information retrieval using feature selection and classification. Cluster Computing. 2019;22(5),12871-12881.
Saad S, Salim N, Hakim Z, Muda Z. A process for building domain ontology: An experience in developing Solat ontology. In Electrical Engineering and Informatics (ICEEI). 2010;1-5.
Alves NS, Ribeiro LF, Caires V, Mendes TS, Spínola RO. Towards an ontology of terms on technical debt. In 2014 Sixth International Workshop on Managing Technical Debt:IEEE. 2014;1-7.
Othman R, Tawil SFM. “Precision-Based Indexing of Zikr and Do’a al- Ma’thur: A Pilot Test”. In: 6th World Congress of Muslim Librarians and Information Scientists 2011 (WCOMLIS 2011):IIUM. 2011;16 – 17.
Othman R, Tawil SFM. Ontology Development for Zikr and Doa Al- Mathur." In 2013 Taibah University International Conference on Advances in Information Technology for the Holy Quran and Its Sciences:IEEE. 2013; 240-245.
Gruber TR. “What is an Ontology." WWW Site http://www-ksl. stanford. edu/kst/whatis-an-ontology. html (accessed on 07-09-2004). 1993.
Nurnberger A, Seising R, Wenzel C. On the fuzzy interrelationships of data, information, knowledge and wisdom. In NAFIPS 2009-2009 Annual Meeting of the North American Fuzzy Information Processing Society:IEEE. 2009;1-6.
Pedro VC, Nyberg E, Carbonell J. Federated ontology search [Doctoral dissertation]:Carnegie Mellon University, Language Technologies Institute, School of Computer Science. 2009
Al-Arfaj A, Al-Salman A. Towards ontology construction from Arabic texts- a proposed framework. In 2014 IEEE International Conference on Computer and Information Technology:IEEE. 2014;737-742.
Hale J, Hastings J, West R, Lefevre CE, Direito A, Bohlen LC, Michie S. An ontology-based modelling system (OBMS) for representing behaviour change theories applied to 76 theories. Welcome Open Research, 5. 2020.
Lieto A. Manually vs semiautomatic domain specific ontology building. [Unpublished Doctoral dissertation]:, University of Salerno, Slerno. 2008.
Benhlima L. Big data management for healthcare systems: architecture, requirements, and implementation. Advances in bioinformatics. 2018.
Yang L, Gao J. The construction of music domain ontology. In Workshop on Chinese Lexical Semantics. Springer, Berlin, Heidelberg. 2012;829-835.
Yang Y, Du J, Liang M. (2011, September). Study on food safety semantic retrieval system based on domain ontology. In 2011 IEEE International Conference on Cloud Computing and Intelligence Systems (pp. 40-44). IEEE.
Salim J, Hashim SFM, Noah SAM. A framework to the development of Islamic ontology: Symbiosis of thesaurus and domain expert in ontology development. In Proceedings of the 2011 International Conference on Electrical Engineering and Informatics:IEEE. 2011;1-6.
Toma IF. Information retrieval using OntoSense querying and ontological indexing. In 5th International Conference on Computer Sciences and Convergence Information Technology:IEEE. 383-387.
Anjewierden A, Kabel S. Automatic indexing of PDF documents with ontologies. In 13th Belgian/Dutch Conference on Artificial Intelligence, Holland. 2001;2330.
Grüninger M, Fox MS. Methodology for the design and evaluation of ontologies. 1995
Fernández-López M, Gómez-Pérez A, Juristo N. METHONTOLOGY: From Ontological Art Towards Ontological Engineering. En: "AAAI-97 Spring Symposium Series", 24-26 March 1997, Stanford University, EEUU. 1997.
Noy NF, McGuinness DL. Ontology development 101: A guide to creating your first ontology. 2004 http://protege.stanford. edu/publications.
Noy NF, McGuinness dL. Ontology development 101: a guide to creating your first ontology. Stanford knowledge systems laboratory technical report ksl-01- 05 and Stanford medical informatics technical report. 2001.
Ning L, Guanyu L, Li S. (2010, July). Using formal concept analysis for maritime ontology building. In 2010 International Forum on Information Technology and Applications:IEEE. 2010;2,159-162.
Tang S, Cai Z. (2010, July). Tourism domain ontology construction from the unstructured text documents. In 9th IEEE International Conference on Cognitive Informatics (ICCI'10): IEEE. 2010;297-301.
Yun HY, Xu JL, Wei MJ, Xiong J. (2009, August). Development of domain ontology for e-learning course. In 2009 IEEE International Symposium on IT in Medicine & Education:IEEE. 2009;1,501-506.
Brusa G, Laura Caliusco M, Chiotti O. Towards ontological engineering: a process for building a domain ontology from scratch in public administration. Expert Systems, 2008;25(5),484-503.
Breitman KK, Casanova MA, Truszkowski W. (2007). Methods for ontology development. Semantic Web: Concepts, Technologies and Applications, 155-173.
Aminu EF, Oyefolahan IO, Abdullahi MB, Salaudeen MT. A Review on Ontology Development Methodologies for Developing Ontological Knowledge Representation Systems for various Domains. International Journal of Information Engineering & Electronic Business. 2020;12(2).
Iqbal R. Ontology development for Sufism domain. In Fourth International Conference on Machine Vision (ICMV 2011): Machine Vision, Image Processing, and Pattern Analysis. International Society for Optics and Photonics. 2012;8349,834903.
Iqbal R, Mustapha A, Mohd Yusoff Z. An experience of developing Quran ontology with contextual information support. Multicultural Education & Technology Journal. 2013;7(4),333-343.
Iqbal R, Murad MAA, Ashraf A. Quantitative Assessment of Concept Maps for Conceptualizing Domain Ontologies: A Case of Quran. Pertanika Journal of Science & Technology 2020;28(1).
Saad S, Salim N, Zainal H. Islamic knowledge ontology creation. In 2009 International Conference For Internet Technology And Secured Transactions, (ICITST):IEEE. 2009;1-6.
Saad S, Salim N, Zainal H. Towards context-sensitive domain of Islamic knowledge ontology extraction. International Journal for Infonomics (IJI). 2010;3(1),197-206.
Saad S, Naomie S, Hakim Za, S-Azman MN. "A framework for Islamic knowledge via ontology representation." In International Conference on Information Retrieval & Knowledge Management, (CAMP):IEEE. 2010;310-314..
Salim J, Hashim SFM, Noah SAM. (2011, July). A framework to the development of Islamic ontology: Symbiosis of thesaurus and domain expert in ontology development. In Proceedings of the 2011 International Conference on Electrical Engineering and Informatics:IEEE. 2011;1-6.
Latiff ASA, Haron H, Annamalai M. Characteristics and development criteria for Islamic banking ontology. In 2016 Third International Conference on Information Retrieval and Knowledge Management (CAMP): IEEE. 2016;136-142.
Latiff ASA, Haron H, Annamalai M. Software engineering approach for domain ontology development: a case study of Islamic banking product. Journal. Info. Retrieval Knowledge Management (JIRKM), 2017;3(2017), 36-53.
Latiff ASA, Haron H, Annamalai M. Non-functional ontology requirements specifications: Islamic Banking domain. In International Conference of Reliable Information and Communication Technology: Springer, Cham. 2018;1100-1112.
Keltoum B, Nabila N, Djamel M. Towards a Reference Ontology in Islamic Finance and Banking. In 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M):IEEE. 2019;74-79.
Fairouz B, Nora T. Computational Ontologies for a Semantic Representation of the Islamic Knowledge. In IFIP International Conference on Computational Intelligence and Its Applications:Springer, Cham. 2018;37-46.
Ta'a A, Abed QA, Ahmad M. Al-Quran ontology based on knowledge themes. Journal of Fundamental and Applied Sciences. 2017;9(5S),800-817.
Ta'a A, Zainal Abidin S, Abdullah MS, Abdul Bashah MA, Ahmad M. Al-Quran themes classification using ontology. 2012;74,383-389.
Almeida B, Roche C, Costa R. Archaeological classification and ontoterminology: the case of Islamic archaeology of the al-Andalus. In Terminologie & Ontologie: Théories et Applications, TOTh:Université Savoie Mont Blanc. 2017;221-236.
Almeida B, Costa R. OntoAndalus: an ontology of Islamic artefacts for terminological purposes. Semantic Web. 2019;1-17.
Alsammak ILH, Sahib HMA. Ontology-based model for information retrieval: an application of time nouns in Nahj Al-Balagha. Journal of University of Babylon for Pure and Applied Sciences. 2019;27(4), 258-265.
El Bakly AH, Darwish NR, Hefny HA. Using Ontology for Revealing Authorship Attribution of Arabic Text. Int. J. Eng. Adv. Technol. (IJEAT). 2020;4, 143-151.
Zouaoui S, Rezeg K. A Novel Quranic Search Engine Using an Ontology-Based Semantic Indexing. Arabian Journal for Science and Engineering. 2021;1-22.
Thunkijjanukij A. Ontology development for agricultural research knowledge management: a case study for Thai rice. [Doctoral dissertation]:Kasetsart University, Thailand. 2009.
Horridge M, Knublauch H, Rector A, Stevens R, Wroe C. A Practical Guide to Building OWL Ontologies Using the Protégé-OWL Plugin and CO-ODE Tools Edition 1.0:University of Manchester. 2004
Gomez-Perez A, Fernández-López M, Corcho O. Ontological Engineering: with examples from the areas of Knowledge Management, e-Commerce and the Semantic Web. Springer Science & Business Media. 2006
Kreider RG. An ontology of the uses of building information modeling. [Unpublished Doctoral dissertation]:The Pennsylvania State University. 2013
Burton-Jones A, Storey VC, Sugumaran V, Ahluwalia P. A semiotic metrics suite for assessing the quality of ontologies. Data & Knowledge Engineering. 2005;55(1), 84-102.
Gruber TR. A translation approach to portable ontology specifications. Knowledge acquisition. 1993;5(2), 199-220.