Towards Automation of Knowledge Graph GenerationDownload PDF

14 Mar 2021 (modified: 05 May 2023)Submitted to ESWC2021 P&DReaders: Everyone
Keywords: Knowledge graph, semantic web, linked open data
TL;DR: The paper describes the challenges in attaining complete automation of knowledge graph creation.
Abstract: As the incredible promise behind knowledge graphs becomes evident through commercial success, it is clear why they were touted as the wave of the future. The primary goal of this study is to investigate the challenges we faced during the automatic creation process of a domain-independent knowledge graph for open statistical data. Through the creation of said graph, this study identifies and enlists the pitfalls that impede the realization of automatic construction of knowledge graphs.
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