What is Event Knowledge Graph: A Survey

نویسندگان

چکیده

Besides entity-centric knowledge, usually organized as Knowledge Graph (KG), events are also an essential kind of knowledge in the world, which trigger spring up event-centric representation form like Event KG (EKG). It plays increasingly important role many downstream applications, such search, question-answering, recommendation, financial quantitative investments, and text generation. This paper provides a comprehensive survey EKG from history, ontology, instance, application views. Specifically, to characterize thoroughly, we focus on its definitions, schema induction, acquisition, related representative graphs/systems, applications. The development processes trends studied therein. We further summarize prospective directions facilitate future research EKG.

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ژورنال

عنوان ژورنال: IEEE Transactions on Knowledge and Data Engineering

سال: 2022

ISSN: ['1558-2191', '1041-4347', '2326-3865']

DOI: https://doi.org/10.1109/tkde.2022.3180362