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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Main Authors: Xiaoyu Li, Jiahong Yuan, Yan Shi, Zilai Sun, Junhu Ruan
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Future Internet
Subjects:
Online Access:https://www.mdpi.com/1999-5903/12/3/52
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spelling 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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AT zilaisun emergingtrendsandinnovationmodesofinternetfinanceresultsfromcowordandcocitationnetworks
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