Artificial intelligence (AI) and machine learning (ML) are having a transformative impact on the financial industry, with significant implications for credit risk management. Accurate predictions in credit risk help mitigate potential financial losses due to defaults. This not only strengthens...

FinTech online lending to consumers has grown rapidly in the post-crisis era. As argued by its advocates, one key advantage of FinTech lending is that lenders can predict loan outcomes more accurately by employing complex analytical tools, such as machine learning (ML) methods. This study...

Purpose: This study attempts to identify the cause of the failure of a platform operator in a P2P lending market, from the perspective of the internal credit rating system. Design/methodology/approach: Data from Moneyauction, the first P2P lending platform in Korea, which led the market for a...