Emerging Trends and Innovation Modes of Internet Finance—Results from Co-Word and Co-Citation Networks
Internet finance is a financial mode combining traditional financial industry with Internet technologies, which has become a crucial part of the financial field. Due to the rapid change of information technologies and public financial needs, Internet finance has produced quite a few specific operati...
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doaj-81024b0d185a4fc1ace6cc42c9ffb39d2020-11-25T01:28:24ZengMDPI AGFuture Internet1999-59032020-03-011235210.3390/fi12030052fi12030052Emerging Trends and Innovation Modes of Internet Finance—Results from Co-Word and Co-Citation NetworksXiaoyu Li0Jiahong Yuan1Yan Shi2Zilai Sun3Junhu Ruan4College of Economics and Management, Northwest A&F University, Yangling 712100, ChinaCollege of Economics and Management, Northwest A&F University, Yangling 712100, ChinaCenter for Liberal Arts, Tokai University, Kumamoto 862-8652, JapanCollege of Economics and Management, Northwest A&F University, Yangling 712100, ChinaCollege of Economics and Management, Northwest A&F University, Yangling 712100, ChinaInternet finance is a financial mode combining traditional financial industry with Internet technologies, which has become a crucial part of the financial field. Due to the rapid change of information technologies and public financial needs, Internet finance has produced quite a few specific operation modes, which have interested many scholars. To better appreciate its development process and innovation modes, we used bibliometrics to analyze 2,877 articles on Internet finance in Web of Science. Through the co-word network, co-citation network and various results generated by CiteSpace, we recognized six main modes of Internet finance, that is, Internet bank, peer to peer lending (P2P lending), crowdfunding, big data finance, digital currency and fintech. Emerging research topics and the development history of each mode are also detected. We find that the mainstream modes in current research are P2P lending and crowdfunding and the research on fintech and digital currency has just begun. Through the review, we also suggest some research directions for the research direction of each mode. These results will help to deepen relevant scholars’ understanding of Internet finance and provide guidance for them to choose research directions.https://www.mdpi.com/1999-5903/12/3/52internet financeemerging trendsbibliometricsco-word analysisco-citation analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xiaoyu Li Jiahong Yuan Yan Shi Zilai Sun Junhu Ruan |
spellingShingle |
Xiaoyu Li Jiahong Yuan Yan Shi Zilai Sun Junhu Ruan Emerging Trends and Innovation Modes of Internet Finance—Results from Co-Word and Co-Citation Networks Future Internet internet finance emerging trends bibliometrics co-word analysis co-citation analysis |
author_facet |
Xiaoyu Li Jiahong Yuan Yan Shi Zilai Sun Junhu Ruan |
author_sort |
Xiaoyu Li |
title |
Emerging Trends and Innovation Modes of Internet Finance—Results from Co-Word and Co-Citation Networks |
title_short |
Emerging Trends and Innovation Modes of Internet Finance—Results from Co-Word and Co-Citation Networks |
title_full |
Emerging Trends and Innovation Modes of Internet Finance—Results from Co-Word and Co-Citation Networks |
title_fullStr |
Emerging Trends and Innovation Modes of Internet Finance—Results from Co-Word and Co-Citation Networks |
title_full_unstemmed |
Emerging Trends and Innovation Modes of Internet Finance—Results from Co-Word and Co-Citation Networks |
title_sort |
emerging trends and innovation modes of internet finance—results from co-word and co-citation networks |
publisher |
MDPI AG |
series |
Future Internet |
issn |
1999-5903 |
publishDate |
2020-03-01 |
description |
Internet finance is a financial mode combining traditional financial industry with Internet technologies, which has become a crucial part of the financial field. Due to the rapid change of information technologies and public financial needs, Internet finance has produced quite a few specific operation modes, which have interested many scholars. To better appreciate its development process and innovation modes, we used bibliometrics to analyze 2,877 articles on Internet finance in Web of Science. Through the co-word network, co-citation network and various results generated by CiteSpace, we recognized six main modes of Internet finance, that is, Internet bank, peer to peer lending (P2P lending), crowdfunding, big data finance, digital currency and fintech. Emerging research topics and the development history of each mode are also detected. We find that the mainstream modes in current research are P2P lending and crowdfunding and the research on fintech and digital currency has just begun. Through the review, we also suggest some research directions for the research direction of each mode. These results will help to deepen relevant scholars’ understanding of Internet finance and provide guidance for them to choose research directions. |
topic |
internet finance emerging trends bibliometrics co-word analysis co-citation analysis |
url |
https://www.mdpi.com/1999-5903/12/3/52 |
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