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Evaluating Performances and Importance of Venture Capitals: A Complex Network Approach
Liu, Jiaqi1; Li, Xuerong2; Lu, Linyuan3; Dong, Jichang1; Lu, Jinhu4,5
2021-05-01
Source PublicationIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
ISSN1549-8328
Volume68Issue:5Pages:2060-2068
AbstractVenture capital market is one of the most important financial markets, which plays an important role in promoting industrial innovation and economic development. In this study, the complete data set of all venture capital events occurred in China from 2009 to 2020 was used to construct two kinds of complex networks, whose topological property and dynamic evolution trend of the network are studied. Specifically, we construct the co-investment network among investor, as well as the binary complex network of investor-entrepreneur, and propose the evaluation method of the importance and performance of venture capital institutions. Based on the proposed method, we identify some leading venture capital institutions with high performance and importance. Furthermore, this paper enlightens venture capital practitioners by discovering the investment behavior and preference of these leading institutions.
KeywordVenture capital Investment Complex networks Companies Industries Technological innovation Data models Venture capital co-investment network investment performance investment behavior
DOI10.1109/TCSI.2021.3061498
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China[61621003] ; National Natural Science Foundation of China[92067204]
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic
WOS IDWOS:000641972300025
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/58585
Collection中国科学院数学与系统科学研究院
Corresponding AuthorLu, Jinhu
Affiliation1.Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100080, Peoples R China
2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100191, Peoples R China
3.Univ Elect Sci & Technol China, Inst Fundamental & Frontier Sci, Chengdu 611731, Peoples R China
4.Beihang Univ, State Key Lab Software Dev Environm, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
5.Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Comp, Beijing 100191, Peoples R China
Recommended Citation
GB/T 7714
Liu, Jiaqi,Li, Xuerong,Lu, Linyuan,et al. Evaluating Performances and Importance of Venture Capitals: A Complex Network Approach[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS,2021,68(5):2060-2068.
APA Liu, Jiaqi,Li, Xuerong,Lu, Linyuan,Dong, Jichang,&Lu, Jinhu.(2021).Evaluating Performances and Importance of Venture Capitals: A Complex Network Approach.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS,68(5),2060-2068.
MLA Liu, Jiaqi,et al."Evaluating Performances and Importance of Venture Capitals: A Complex Network Approach".IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS 68.5(2021):2060-2068.
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