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Status已发表Published
TitlePosts and reviews in P2P online lending platforms: a sentiment analysis and cross-culture comparison
Creator
Date Issued2021
Source PublicationBehaviour and Information Technology
ISSN0144-929X
Volume41Issue:16Pages:3591-3597
Abstract

P2P online lending platforms have been developing rapidly worldwide in recent years. This study seeks to explain platform users' behaviour in different cultures. Specifically, this research aims to investigate the sentiment polarity of the posts in P2P online lending platforms and how it influences the quantity and quality of user reviews. Over 3000 online posts were collected from large online platforms in China and U.S. The findings indicate that in U.S. P2P online lending platforms, there are more reviews for negative-sentiment posts than those for positive-sentiment posts. In a collective culture such as China, there are more reviews in P2P online lending platforms for positive-sentiment posts, and platform participants tend to post strong sentiment information.

Keywordconsumer review national culture natural language processing Peer-to-eer online lending sentiment analysis
DOI10.1080/0144929X.2021.2005679
URLView source
Indexed BySCIE ; SSCI
Language英语English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Cybernetics ; Ergonomics
WOS IDWOS:000726452600001
Scopus ID2-s2.0-85121053432
Funding Project智能交互中的用户幸福感形成机制——基于广东省网民的实证分析
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/8345
CollectionFaculty of Busines and Management
Corresponding AuthorZhan, Ge
Affiliation
1.College of Economics,Shenzhen University,Shenzhen,China
2.Division of Business Management,BNU-HKBU United International College (Beijing Normal University-HongKong Baptist University United International College),Zhuhai,China
3.School of Economics and Management,Harbin Institute of Technology Shenzhen,Shenzhen,China
4.School of Business,Renmin University of China,Beijing,China
Corresponding Author AffilicationBeijing Normal-Hong Kong Baptist University
Recommended Citation
GB/T 7714
Wang, Ming,Zhan, Ge,Lai, Kin Keunget al. Posts and reviews in P2P online lending platforms: a sentiment analysis and cross-culture comparison[J]. Behaviour and Information Technology, 2021, 41(16): 3591-3597.
APA Wang, Ming, Zhan, Ge, Lai, Kin Keung, Zhang, Liangbo, & Meng, Lu. (2021). Posts and reviews in P2P online lending platforms: a sentiment analysis and cross-culture comparison. Behaviour and Information Technology, 41(16), 3591-3597.
MLA Wang, Ming,et al."Posts and reviews in P2P online lending platforms: a sentiment analysis and cross-culture comparison". Behaviour and Information Technology 41.16(2021): 3591-3597.
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