{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T03:18:26Z","timestamp":1758079106804,"version":"3.44.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686196","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T00:00:00Z","timestamp":1757980800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,16]]},"abstract":"<jats:p>This paper presents an intelligent digital concordance system powered by Natural Language Processing (NLP) to advance the study of Arabic scripts and support the development of faith-based intelligent applications. It addresses the limitations of traditional concordance methods by applying advanced computational techniques to analyze the linguistic and thematic structures of Arabic texts. A comprehensive NLP framework was developed, incorporating Arabic morphological analysis, semantic similarity detection, thematic clustering, and cross-referencing algorithms. The system processes the full Arabic corpus (comprising 6,236 verses across 114 chapters of the Quran) using transformer-based models fine-tuned for Classical Arabic, alongside traditional linguistic tools. The proposed framework enables automated indexing, semantic search, and bilingual alignment between Arabic and English texts. Experimental evaluations show strong results, with over 94.7% classification accuracy, 89.3% clustering precision, and a 92% effectiveness rating by domain experts. This research highlights the effective integration of modern NLP techniques for sacred text analysis. By combining linguistic integrity with computational intelligence, the framework offers a robust foundation for faith-aware AI systems and provides scalable, context-sensitive, and semantically rich access to religious knowledge which enhancing academic research and digital scholarship in Arabic script studies.<\/jats:p>","DOI":"10.3233\/faia250545","type":"book-chapter","created":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T13:19:54Z","timestamp":1758028794000},"source":"Crossref","is-referenced-by-count":0,"title":["An Intelligent NLP-Based Framework for Digital Scripts Concordance and Semantic Exploration"],"prefix":"10.3233","author":[{"given":"Noor Mohamed","family":"Mohd Yousof","sequence":"first","affiliation":[{"name":"Software Engineering Industrial Revolution (SEIR) Laboratory, Department of Electronic and System Engineering, Malaysia-Japan International Institute of Technology (MJIIT), Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100 Kuala Lumpur, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ali","family":"Selamat","sequence":"additional","affiliation":[{"name":"Software Engineering Industrial Revolution (SEIR) Laboratory, Department of Electronic and System Engineering, Malaysia-Japan International Institute of Technology (MJIIT), Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100 Kuala Lumpur, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zatul Alwani","family":"Shaffiei","sequence":"additional","affiliation":[{"name":"Software Engineering Industrial Revolution (SEIR) Laboratory, Department of Electronic and System Engineering, Malaysia-Japan International Institute of Technology (MJIIT), Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100 Kuala Lumpur, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2316-2515","authenticated-orcid":false,"given":"Siti Nur Khadijah Aishah","family":"Ibrahim","sequence":"additional","affiliation":[{"name":"Software Engineering Industrial Revolution (SEIR) Laboratory, Department of Electronic and System Engineering, Malaysia-Japan International Institute of Technology (MJIIT), Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100 Kuala Lumpur, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liyana \u2018Adilla","family":"Burhanuddin","sequence":"additional","affiliation":[{"name":"Software Engineering Industrial Revolution (SEIR) Laboratory, Department of Electronic and System Engineering, Malaysia-Japan International Institute of Technology (MJIIT), Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100 Kuala Lumpur, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hamido","family":"Fujita","sequence":"additional","affiliation":[{"name":"Software Engineering Industrial Revolution (SEIR) Laboratory, Department of Electronic and System Engineering, Malaysia-Japan International Institute of Technology (MJIIT), Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100 Kuala Lumpur, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","New Trends in Intelligent Software Methodologies, Tools and Techniques"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA250545","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T13:19:54Z","timestamp":1758028794000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA250545"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,16]]},"ISBN":["9781643686196"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia250545","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9,16]]}}}