{"title":"ALGORITHMIC ACCOUNTABILITY IN THE MAKING","authors":"Deborah G. Johnson","doi":"10.1017/S0265052522000073","DOIUrl":null,"url":null,"abstract":"Abstract Algorithms are now routinely used in decision-making; they are potent components in decisions that affect the lives of individuals and the activities of public and private institutions. Although use of algorithms has many benefits, a number of problems have been identified with their use in certain domains, most notably in domains where safety and fairness are important. Awareness of these problems has generated public discourse calling for algorithmic accountability. However, the current discourse focuses largely on algorithms and their opacity. I argue that this reflects a narrow and inadequate understanding of accountability. I sketch an account of accountability that takes accountability to be a social practice constituted by actors, forums, shared beliefs and norms, performativity, and sanctions, and aimed at putting constraints on the exercise of power. On this account, algorithmic accountability is not yet constituted; it is in the making. The account brings to light a set of questions that must be addressed to establish it.","PeriodicalId":46601,"journal":{"name":"Social Philosophy & Policy","volume":"38 1","pages":"111 - 127"},"PeriodicalIF":0.3000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Social Philosophy & Policy","FirstCategoryId":"98","ListUrlMain":"https://doi.org/10.1017/S0265052522000073","RegionNum":4,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ETHICS","Score":null,"Total":0}
引用次数: 1
Abstract
Abstract Algorithms are now routinely used in decision-making; they are potent components in decisions that affect the lives of individuals and the activities of public and private institutions. Although use of algorithms has many benefits, a number of problems have been identified with their use in certain domains, most notably in domains where safety and fairness are important. Awareness of these problems has generated public discourse calling for algorithmic accountability. However, the current discourse focuses largely on algorithms and their opacity. I argue that this reflects a narrow and inadequate understanding of accountability. I sketch an account of accountability that takes accountability to be a social practice constituted by actors, forums, shared beliefs and norms, performativity, and sanctions, and aimed at putting constraints on the exercise of power. On this account, algorithmic accountability is not yet constituted; it is in the making. The account brings to light a set of questions that must be addressed to establish it.
期刊介绍:
Social Philosophy and Policy is an interdisciplinary journal with an emphasis on the philosophical underpinnings of enduring social policy debates. The issues are thematic in format, examining a specific area of concern with contributions from scholars in different disciplines, especially philosophy, economics, political science and law. While not primarily a journal of policy prescriptions, some articles in each issue will typically connect theory with practice. The 2006 issues are "Justice and Global Politics" and "Taxation, Economic Prosperity, and Distributive Justice". The 2007 issues will be "Liberalism: Old and New" and "Ancient Greek Political Theory".