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A Data-Analytics Approach for Risk Evaluation in Peer-to-Peer Lending Platforms
10 references·3 citing·52 second hop
A Data-Analytics Approach for Risk Evaluation in Peer-to-Peer Lending Platforms (2020)A Data-Analytics Approach for Risk Evalua…Retail investor attention and stock price crash risk: Evidence from China (2019)Retail investor attention and…Crisis informatics—New data for extraordinary times (2016)Crisis informatics—New data f…Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending (2014)Evaluating credit risk and lo…Emergence of Financial Intermediaries on Electronic Markets: The Case of Online P2P Lending (2013)Emergence of Financial Interm…Using Social Media to Enhance Emergency Situation Awareness (2012)Using Social Media to Enhance…From the wisdom of crowds to my own judgment in microfinance through online peer-to-peer lending platforms (2012)From the wisdom of crowds to …Mitigating Adverse Selection in P2P Lending – Empirical Evidence from Prosper.com (2010)Mitigating Adverse Selection …Borrower Decision Aid for people-to-people lending (2010)Borrower Decision Aid for peo…The Role of Social Capital in People-to-People Lending Marketplaces (2009)The Role of Social Capital in…How Do Decision Frames Influence the Stock Investment Choices of Individual Investors? (2008)How Do Decision Frames Influe…Textual sentiment of comments and collapse of P2P platforms: Evidence from China's P2P market (2021)Textual sentiment of comments…Special Issue on AI and FinTech: The Challenge Ahead (2020)Special Issue on AI and FinTe…Special Issue on AI and FinTech: The Challenge Ahead (2020)Special Issue on AI and FinTe…A Theory of Auctions and Competitive Bidding (1982)Auctions and Bidding (1986)Econometric Models and Economic Forecasts (1990)How low can you go? — Overcoming the inability of lenders to set proper interest rates on unsecured peer-to-peer lending markets (2015)Gender discrimination in online peer-to-peer credit lending: evidence from a lending platform in China (2016)The persuasion of borrowers’ voluntary information in peer to peer lending: An empirical study based on elaboration likelihood model (2017)Financial Intermediation and Delegated Monitoring (1984)Evidence of the effect of trust building technology in electronic markets: Price premiums and buyer behavior (2002)Understanding knowledge sharing in virtual communities: An integration of social capital and social cognitive theories (2006)Is Crowdfunding Different? Evidence on the Relation between Gender and Funding Success from a German Peer-to-Peer Lending Platform (2014)Cost-sensitive boosted tree for loan evaluation in peer-to-peer lending (2017)Financial return crowdfunding: literature review and bibliometric analysis (2018)The Market for "Lemons": Quality Uncertainty and the Market Mechanism (1970)Job Market Signaling (1973)The Economic Institutions of Capitalism (1987)Information and communication technology and the sustainability of microfinance (2012)Toward an Understanding of Online Lending Intentions: Evidence from a Survey in China (2015)Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks (2020)Economic Action and Social Structure: The Problem of Embeddedness (1985)Social Capital in the Creation of Human Capital (2000)A Comparative Study of online P2P Lending in the USA andChina (2012)Harnessing Internet finance with innovative cyber credit management (2015)Enacting Social Crowdfunding Business Ecosystems: The case of the platform Meridonare (2019)Toward a Theory of Situation Awareness in Dynamic Systems (1995)Microblogging during two natural hazards events (2010)Social network analysis: Characteristics of online social networks after a disaster (2017)Detection and Resolution of Rumours in Social Media (2018)Applications of artificial intelligence for disaster management (2020)Credit Rationing in Markets with Imperfect Information (1981)Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending (2012)Risk assessment in social lending via random forests (2015)Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning (2018)The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform (2019)On the "localness" of user-generated content (2010)Social Media in Crisis Management: An Evaluation and Analysis of Crisis Informatics Research (2018)Disinformation as Collaborative Work (2019)Social media for intelligent public information and warning in disasters: An interdisciplinary review (2019)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Illiquidity and stock returns: cross-section and time-series effects (2002)Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches (2008)Dynamic connectedness between stock markets in the presence of the COVID-19 pandemic: does economic policy uncertainty matter? (2021)Forecasting and trading cryptocurrencies with machine learning under changing market conditions (2021)Climate risk disclosure and stock price crash risk: The case of China (2022)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)The Framing of Decisions and the Psychology of Choice (1981)Common risk factors in the returns on stocks and bonds (1993)Gambling Preference and the New Year Effect of Assets with Lottery Features (2011)Rolling Mental Accounts (2017)The Causal Effect of Stop-Loss and Take-Gain Orders on the Disposition Effect (2017)Building Consumer-to-Consumer Trust in E-Finance Marketplaces: An Empirical Analysis (2010)Evaluating borrower’s default risk in peer-to-peer lending: evidence from a lending platform in China (2016)Optimal Stackelberg strategies for financing a supply chain through online peer-to-peer lending (2017)
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References

  • 2012Using Social Media to Enhance Emergency Situation Awareness649 cited
  • 2014Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending495 cited
  • 2019Retail investor attention and stock price crash risk: Evidence from China405 cited
  • 2016Crisis informatics—New data for extraordinary times307 cited
  • 2012From the wisdom of crowds to my own judgment in microfinance through online peer-to-peer lending platforms232 cited
  • 2013Emergence of Financial Intermediaries on Electronic Markets: The Case of Online P2P Lending218 cited
  • 2008How Do Decision Frames Influence the Stock Investment Choices of Individual Investors?162 cited
  • 2010Borrower Decision Aid for people-to-people lending117 cited
  • 2009The Role of Social Capital in People-to-People Lending Marketplaces70 cited
  • 2010Mitigating Adverse Selection in P2P Lending – Empirical Evidence from Prosper.com52 cited

Cited by

  • 2020Special Issue on AI and FinTech: The Challenge Ahead24 cited
  • 2020Special Issue on AI and FinTech: The Challenge Ahead22 cited
  • 2021Textual sentiment of comments and collapse of P2P platforms: Evidence from China's P2P market16 cited

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