{"title":"贷款链:基于区块链的智能信贷框架","authors":"Yibai Wang, Yiyang Liu","doi":"10.1145/3559795.3559797","DOIUrl":null,"url":null,"abstract":"Abstract. Credit transactions require an extra level of security, trust, and privacy. Although the bank's credit transaction system technology has gradually improved, it still has high labour costs, inefficiencies, and security concerns. This study proposes a standardized blockchain application model in fintech and discovers that blockchain has broad prospects that can be realized through distributed consensus, smart contract execution, cryptographic algorithms, and distributed ledgers, which increase transparency, efficiency, and fairness in the financial industry. This study also deployed an automated machine learning system at the stage where banks qualify borrowers, optimizing the original credit model.","PeriodicalId":190093,"journal":{"name":"Proceedings of the 2022 4th Blockchain and Internet of Things Conference","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Loan Chain: A Blockchain-Based Framework for Smart Credit Lending\",\"authors\":\"Yibai Wang, Yiyang Liu\",\"doi\":\"10.1145/3559795.3559797\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract. Credit transactions require an extra level of security, trust, and privacy. Although the bank's credit transaction system technology has gradually improved, it still has high labour costs, inefficiencies, and security concerns. This study proposes a standardized blockchain application model in fintech and discovers that blockchain has broad prospects that can be realized through distributed consensus, smart contract execution, cryptographic algorithms, and distributed ledgers, which increase transparency, efficiency, and fairness in the financial industry. This study also deployed an automated machine learning system at the stage where banks qualify borrowers, optimizing the original credit model.\",\"PeriodicalId\":190093,\"journal\":{\"name\":\"Proceedings of the 2022 4th Blockchain and Internet of Things Conference\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2022 4th Blockchain and Internet of Things Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3559795.3559797\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2022 4th Blockchain and Internet of Things Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3559795.3559797","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Loan Chain: A Blockchain-Based Framework for Smart Credit Lending
Abstract. Credit transactions require an extra level of security, trust, and privacy. Although the bank's credit transaction system technology has gradually improved, it still has high labour costs, inefficiencies, and security concerns. This study proposes a standardized blockchain application model in fintech and discovers that blockchain has broad prospects that can be realized through distributed consensus, smart contract execution, cryptographic algorithms, and distributed ledgers, which increase transparency, efficiency, and fairness in the financial industry. This study also deployed an automated machine learning system at the stage where banks qualify borrowers, optimizing the original credit model.