论文标题
算法的社会责任
Social Responsibility of Algorithms
论文作者
论文摘要
我们是否应该大量使用设备和算法来自动处理社会中越来越多的日常活动?该论文简要概述了有关该主题的科学研究,表明这种自主制品的发展,存在和使用比最近对机器学习垄断的人工智能的兴趣要大得多。然后,我们将使用此类工件对数据收集,结构,操纵以及建议和决策做出的整个过程进行分类。建议的框架允许为整个决策分析师(研究人员和从业人员)确定许多挑战。
Should we be concerned by the massive use of devices and algorithms which automatically handle an increasing number of everyday activities within our societies? The paper makes a short overview of the scientific investigation around this topic, showing that the development, existence and use of such autonomous artifacts is much older than the recent interest in machine learning monopolised artificial intelligence. We then categorise the impact of using such artifacts to the whole process of data collection, structuring, manipulation as well as in recommendation and decision making. The suggested framework allows to identify a number of challenges for the whole community of decision analysts, both researchers and practitioners.