Status | 已发表Published |
Title | Posts and reviews in P2P online lending platforms: a sentiment analysis and cross-culture comparison |
Creator | |
Date Issued | 2021 |
Source Publication | Behaviour and Information Technology
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ISSN | 0144-929X |
Volume | 41Issue: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. |
Keyword | consumer review national culture natural language processing Peer-to-eer online lending sentiment analysis |
DOI | 10.1080/0144929X.2021.2005679 |
URL | View source |
Indexed By | SCIE ; SSCI |
Language | 英语English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Cybernetics ; Ergonomics |
WOS ID | WOS:000726452600001 |
Scopus ID | 2-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 | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/8345 |
Collection | Faculty of Busines and Management |
Corresponding Author | Zhan, 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 Affilication | Beijing 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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