SemanticHadith: An ontology-driven knowledge graph for the hadith corpus

IF 2.1 3区 计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Web Semantics Pub Date : 2023-10-01 DOI:10.1016/j.websem.2023.100797
Amna Binte Kamran , Bushra Abro, Amna Basharat
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Abstract

Hadith is an essential and much-celebrated resource for the Islamic domain. It is one of the two primary sources of Islamic legislation. The hadith corpus is quite large, consisting of the collection of sayings, actions and silent approval of the Prophet Muhammad. Minimal efforts have been made to date, towards unified semantic modelling, and knowledge representation of the hadith structure for enhanced interlinking and knowledge discovery. This paper presents the design, development and publishing of the hadith corpus as a knowledge graph. First, we design the SemanticHadith ontology to describe and relate core structural concepts from the hadith. We then publish the six prominent hadith collections as an RDF-Based hadith knowledge graph, which is an effort towards making the available hadith both human and machine-readable. This is the first step in the annotation and linking process of the hadith corpus aimed at enabling semantic search capabilities to support scholars, students, and researchers in the creation, evolution, and consultation of a digital representation of Islamic knowledge. The SemanticHadith knowledge graph is freely accessible at http://www.semantichadith.com.

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semantic chadith:一个本体驱动的圣训语料库知识图
圣训是伊斯兰教领域的重要和著名的资源。它是伊斯兰立法的两个主要来源之一。圣训语料库相当大,由先知穆罕默德的言论、行为和沉默的认可组成。迄今为止,在统一语义建模和圣训结构的知识表示方面所做的努力很少,以增强互连和知识发现。本文介绍了作为知识图谱的圣训语料库的设计、开发和发布。首先,我们设计了语义本体来描述和关联圣训中的核心结构概念。然后,我们将六个突出的圣训集合作为基于rdf的圣训知识图发布,这是一种使人类和机器都可读的圣训可用的努力。这是圣训语料库注释和链接过程的第一步,旨在实现语义搜索功能,以支持学者、学生和研究人员创建、演变和咨询伊斯兰知识的数字表示。SemanticHadith知识图谱可在http://www.semantichadith.com免费访问。
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来源期刊
Journal of Web Semantics
Journal of Web Semantics 工程技术-计算机:人工智能
CiteScore
6.20
自引率
12.00%
发文量
22
审稿时长
14.6 weeks
期刊介绍: The Journal of Web Semantics is an interdisciplinary journal based on research and applications of various subject areas that contribute to the development of a knowledge-intensive and intelligent service Web. These areas include: knowledge technologies, ontology, agents, databases and the semantic grid, obviously disciplines like information retrieval, language technology, human-computer interaction and knowledge discovery are of major relevance as well. All aspects of the Semantic Web development are covered. The publication of large-scale experiments and their analysis is also encouraged to clearly illustrate scenarios and methods that introduce semantics into existing Web interfaces, contents and services. The journal emphasizes the publication of papers that combine theories, methods and experiments from different subject areas in order to deliver innovative semantic methods and applications.
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