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Quranic Arabic Semantic Search Model Based on Ontology of Concepts - White Rose eTheses Online
Alqahtani, Mohammad Mushabbab A. PhD thesis, University of Leeds. The Holy Quran is the essential resource for Islamic sciences and Arabic language. Therefore, semantic search phd thesis, numerous Quranic search applications have been built to facilitate the retrieval of knowledge from the Quran. This thesis presents a novel Arabic Quran semantic search model.
First, this thesis evaluated existing search tools constructed for the Holy Quran, against 13 criteria depending on: search features, output features, the precision of the retrieved verses, recall database size, and types of database contents. Then, the study reviewed the existing Quran ontologies and compared them against 11 criteria. Some deficits have been found in all these ontologies. Additionally, a single Quranic ontology does not cover most of the knowledge in the Quran.
Therefore, I developed a new Arabic-English Quran ontology from ten datasets related to the Quran such as: Quran chapter and verse names, Quran word meanings, and Quran topics, semantic search phd thesis.
The main aim of developing a Quranic ontology is to facilitate the retrieval of knowledge from the Quran. Additionally, the Quran ontology will enrich the raw Arabic and English Quran text with Islamic semantic tags. Furthermore, I developed the first Annotated Corpus of Quran Questions and Answers in Arabic. This corpus has pairs of question and answer collected from trusted Islamic sources. Each pair of question and answer is labelled with 5 tags. Examples of tags are: question type: either factoid or descriptive, semantic search phd thesis, topic of question-based on the Quran ontology, and question class.
Finally, the thesis explains a new semantic search model for the Arabic Quran based on my Quran ontology. This model semantic search phd thesis at overcoming limitations in the existing Quran search applications. This search tool employs both Information Retrieval techniques and semantic search technologies. The performance semantic search phd thesis this search model is evaluated by using The Annotated Corpus of Arabic Quran Questions and Answers.
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Quranic Arabic Semantic Search Model Based on Ontology of Concepts. Abstract The Holy Quran is the essential resource for Islamic sciences and Arabic language. Download Final eThesis - complete pdf. pdf Licence: Creative Commons Attribution Non-commercial Share Alike UK. CLICK TO DOWNLOAD. CORE COnnecting REpositories. Quran ontology semantic search in the Quran knowledge representation Arabic Question classification information retrieval ontology evaluation evaluation of the Quran search methods.
Mr Mohammad alqahtani.
Semantic Search Explained
, time: 4:20QuickGraph#13 Using a SKOS taxonomy for semantic search on a document repository – Jesús Barrasa
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