{"title":"脆弱的算法和易犯错误的决策者:来自司法系统的教训","authors":"Jens Ludwig, Sendhil Mullainathan","doi":"10.1257/jep.35.4.71","DOIUrl":null,"url":null,"abstract":"Algorithms (in some form) are already widely used in the criminal justice system. We draw lessons from this experience for what is to come for the rest of society as machine learning diffuses. We find economists and other social scientists have a key role to play in shaping the impact of algorithms, in part through improving the tools used to build them.","PeriodicalId":15611,"journal":{"name":"Journal of Economic Perspectives","volume":" 50","pages":""},"PeriodicalIF":6.9000,"publicationDate":"2021-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fragile Algorithms and Fallible Decision-Makers: Lessons from the Justice System\",\"authors\":\"Jens Ludwig, Sendhil Mullainathan\",\"doi\":\"10.1257/jep.35.4.71\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Algorithms (in some form) are already widely used in the criminal justice system. We draw lessons from this experience for what is to come for the rest of society as machine learning diffuses. We find economists and other social scientists have a key role to play in shaping the impact of algorithms, in part through improving the tools used to build them.\",\"PeriodicalId\":15611,\"journal\":{\"name\":\"Journal of Economic Perspectives\",\"volume\":\" 50\",\"pages\":\"\"},\"PeriodicalIF\":6.9000,\"publicationDate\":\"2021-11-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Economic Perspectives\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://doi.org/10.1257/jep.35.4.71\",\"RegionNum\":1,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Economic Perspectives","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1257/jep.35.4.71","RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
Fragile Algorithms and Fallible Decision-Makers: Lessons from the Justice System
Algorithms (in some form) are already widely used in the criminal justice system. We draw lessons from this experience for what is to come for the rest of society as machine learning diffuses. We find economists and other social scientists have a key role to play in shaping the impact of algorithms, in part through improving the tools used to build them.
期刊介绍：
The Journal of Economic Perspectives (JEP) bridges the gap between general interest press and typical academic economics journals. It aims to publish articles that synthesize economic research, analyze public policy issues, encourage interdisciplinary thinking, and offer accessible insights into state-of-the-art economic concepts. The journal also serves to suggest future research directions, provide materials for classroom use, and address issues within the economics profession. Articles are typically solicited by editors and associate editors, and proposals for topics and authors can be directed to the journal office.
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