Publication:
Hybrid search approach for retrieving Medical and Health Science knowledge from Quran

Simple item page
dc.contributor.affiliationsIslamic Science Institute
dc.contributor.affiliationsFaculty of Science and Technology
dc.contributor.affiliationsUniversiti Sains Islam Malaysia (USIM)
dc.contributor.authorSafee M.A.M.en_US
dc.contributor.authorSaudi M.M.en_US
dc.contributor.authorPitchay S.A.en_US
dc.contributor.authorRidzuan F.en_US
dc.contributor.authorBasir N.en_US
dc.contributor.authorSaadan K.en_US
dc.contributor.authorNabila F.en_US
dc.date.accessioned2024-05-29T02:01:01Z
dc.date.available2024-05-29T02:01:01Z
dc.date.issued2018
dc.description.abstractKeyword-based technique has low accuracy and always leads to wrong information retrieved. Therefore, many researchers implement semantic search to overcome the above problems. Many researchers have built different Quran ontology in various domains to facilitate the knowledge representation in the Quran. Nevertheless, there are many domain concepts mentioned in the Quran which are not yet covered, especially for the Medical and Health Science domain. Hence, this research presents the development of ontology for the Medical and Health Science domain in the Quran and implementation of ontology-based search method to answer related queries in the Quran. The development of ontology adopts the ontology 101 approach which later evaluated by Quran experts. Furthermore, a hybrid search tool was developed that encompassed semantic-based and keyword based technique to answer a user query. The search tool was evaluated using the Recall and Precision measurements, which shows high accuracy in retrieving the Medical and Health Science knowledge in the Quran. For future work, this research can be used as a reference and basis to answer user queries, data integration with other applications or existing ontology can be further expanded.en_US
dc.description.natureFinalen_US
dc.identifier.doi10.14419/ijet.v7i4.15.21374
dc.identifier.epage74
dc.identifier.issn2227524X
dc.identifier.issue4
dc.identifier.scopus2-s2.0-85054667182
dc.identifier.spage69
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85054667182&doi=10.14419%2fijet.v7i4.15.21374&partnerID=40&md5=6209070c7d437a845d859c58f0e3d8f5
dc.identifier.urihttps://oarep.usim.edu.my/handle/123456789/10149
dc.identifier.volume7
dc.languageEnglish
dc.language.isoen_USen_US
dc.publisherScience Publishing Corporation Incen_US
dc.relation.ispartofOpen Accessen_US
dc.relation.ispartofInternational Journal of Engineering and Technology(UAE)
dc.sourceScopus
dc.subjectInformation retrievalen_US
dc.subjectMedical and Health Scienceen_US
dc.subjectQuran ontologyen_US
dc.titleHybrid search approach for retrieving Medical and Health Science knowledge from Quranen_US
dc.title.alternativeInt. J. Eng. Technol.en_US
dc.typeArticleen_US
dspace.entity.typePublication

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Hybrid search approach for retrieving Medical and Health Science knowledge from Quran.pdf
Size:
475.53 KB
Format:
Adobe Portable Document Format
Download

Collections

Scopus