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Defining a Knowledge Graph Development Process Through a Systematic Review
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AI
DOI：10.1145/3522586.png)
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Abstract
En 中文
Knowledge graphs are widely used in industry and studied within the academic community. However, the models applied in the development of knowledge graphs vary. Analysing and providing a synthesis of the commonly used approaches to knowledge graph development would provide researchers and practitioners a better understanding of the overall process and methods involved. Hence, this article aims at defining the overall process of knowledge graph development and its key constituent steps. For this purpose, a systematic review and a conceptual analysis of the literature was conducted. The resulting process was compared to case studies to evaluate its applicability. The proposed process suggests a unified approach and provides guidance for both researchers and practitioners when constructing and managing knowledge graphs.
Keywords:
Knowledge graphs
knowledge graph construction
development process semantic network
information integration
Journal
A
IF:
6.2
Papers:
1.2K
Citations:
3.4K