What is Event Knowledge Graph: A Survey

doi:10.1109/TKDE.2022.3180362

	What is Event Knowledge Graph: A Survey
	Guan, Saiping 1,2; Cheng, Xueqi 1,2; Bai, Long 1,2; Zhang, Fujun 1,2; Li, Zixuan 1,2; Zeng, Yutao 3; Jin, Xiaolong 1,2; Guo, Jiafeng 1,2
	2023-07-01
发表期刊	IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
ISSN	1041-4347
卷号	35 期号:7 页码:7569-7589
摘要	Besides entity-centric knowledge, usually organized as Knowledge Graph (KG), events are also an essential kind of knowledge in the world, which trigger the spring up of event-centric knowledge representation form like Event KG (EKG). It plays an increasingly important role in many downstream applications, such as search, question-answering, recommendation, financial quantitative investments, and text generation. This paper provides a comprehensive survey of EKG from history, ontology, instance, and application views. Specifically, to characterize EKG thoroughly, we focus on its history, definition, schema induction, acquisition, related representative graphs/systems, and applications. The development processes and trends are studied therein. We further summarize prospective directions to facilitate future research on EKG.
关键词	Event knowledge graph schema event acquisition script event prediction temporal knowledge graph prediction
DOI	10.1109/TKDE.2022.3180362
收录类别	SCI
语种	英语
资助项目	Lenovo-CAS Joint Lab Youth Scientist Project ; Foundation and Frontier Research Key Program of Chongqing Science and Technology Commission[cstc2017jcyjBX0059] ; Youth Innovation Promotion Association CAS[20144310] ; National Natural Science Foundation of China[62002341] ; National Natural Science Foundation of China[U1911401] ; National Natural Science Foundation of China[61772501] ; GFKJ Innovation Programs
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:001004293600075
出版者	IEEE COMPUTER SOC
引用统计	被引频次：27[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/21258
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Cheng, Xueqi; Jin, Xiaolong; Guo, Jiafeng
作者单位	1.Univ Chinese Acad Sci, Sch Comp Sci & Technol, Beijing 100049, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, CAS Key Lab Network Data Sci & Technol, Beijing 100864, Peoples R China 3.Platform & Content Grp, Tencent, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Guan, Saiping,Cheng, Xueqi,Bai, Long,et al. What is Event Knowledge Graph: A Survey[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING,2023,35(7):7569-7589.
APA	Guan, Saiping.,Cheng, Xueqi.,Bai, Long.,Zhang, Fujun.,Li, Zixuan.,...&Guo, Jiafeng.(2023).What is Event Knowledge Graph: A Survey.IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING,35(7),7569-7589.
MLA	Guan, Saiping,et al."What is Event Knowledge Graph: A Survey".IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 35.7(2023):7569-7589.