{"id":64,"date":"2024-09-17T09:32:00","date_gmt":"2024-09-17T07:32:00","guid":{"rendered":"https:\/\/blog.zhaw.ch\/aiinfinance\/?p=64"},"modified":"2024-09-23T15:57:16","modified_gmt":"2024-09-23T13:57:16","slug":"innosuisse-innovation-project-on-advanced-ai-supported-rating-models-for-p2p-systems","status":"publish","type":"post","link":"https:\/\/blog.zhaw.ch\/aiinfinance\/2024\/09\/17\/innosuisse-innovation-project-on-advanced-ai-supported-rating-models-for-p2p-systems\/","title":{"rendered":"Innosuisse Innovation project on Advanced\/AI-supported Rating Models for P2P systems"},"content":{"rendered":"\n<p>Our innovative idea is to provide a Proof of Concept concerning a superior and adaptive rating system applicable to both SME and personal lending, able to cope with low-quality, sparse data that is commonplace in the context of P2P lenders. If successful, we will have both a new methodology (how to deal with low-quality, sparse data in the context of credit risk) as well as a new product that will complement our existing business. We further intend to use our unique and comprehensive loan data to provide transparency for other market participants and the financial regulators. We will achieve this by providing insights on default and migration probabilities similar to what rating agencies (Standard&amp;Poors, Moodys) do for traditional credit markets. An enhanced methodology will lead to a sophisticated rating system on the level of the loan originator as well as on the level of the borrower.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"http:\/\/blog.zhaw.ch\/aiinfinance\/files\/2024\/09\/Rating-Models-AI-1024x574.jpg\" alt=\"\" class=\"wp-image-284\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/blog.zhaw.ch\/aiinfinance\/files\/2024\/09\/Rating-Models-AI-1024x574.jpg 1024w, https:\/\/blog.zhaw.ch\/aiinfinance\/files\/2024\/09\/Rating-Models-AI-300x168.jpg 300w, https:\/\/blog.zhaw.ch\/aiinfinance\/files\/2024\/09\/Rating-Models-AI-768x430.jpg 768w, https:\/\/blog.zhaw.ch\/aiinfinance\/files\/2024\/09\/Rating-Models-AI-1536x861.jpg 1536w, https:\/\/blog.zhaw.ch\/aiinfinance\/files\/2024\/09\/Rating-Models-AI-2048x1148.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-text-align-left wp-element-button\" href=\"https:\/\/www.zhaw.ch\/de\/forschung\/forschungsdatenbank\/projektdetail\/projektid\/3737\/\">https:\/\/www.zhaw.ch\/de\/forschung\/forschungsdatenbank\/projektdetail\/projektid\/3737\/<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Our innovative idea is to provide a Proof of Concept concerning a superior and adaptive rating system applicable to both SME and personal lending, able to cope with low-quality, sparse data that is commonplace in the context of P2P lenders. If successful, we will have both a new methodology (how to deal with low-quality, sparse [&hellip;]<\/p>\n","protected":false},"author":669,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[4],"tags":[],"features":[],"class_list":["post-64","post","type-post","status-publish","format-standard","hentry","category-projects"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Innosuisse Innovation project on Advanced\/AI-supported Rating Models for P2P systems - Artificial Intelligence in Finance<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog.zhaw.ch\/aiinfinance\/2024\/09\/17\/innosuisse-innovation-project-on-advanced-ai-supported-rating-models-for-p2p-systems\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Innosuisse Innovation project on Advanced\/AI-supported Rating Models for P2P systems\" \/>\n<meta property=\"og:description\" content=\"Our innovative idea is to provide a Proof of Concept concerning a superior and adaptive rating system applicable to both SME and personal lending, able to cope with low-quality, sparse data that is commonplace in the context of P2P lenders. 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