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ECCOLA — A method for implementing ethically aligned AI systems
Journal of Systems and Software ( IF 3.5 ) Pub Date : 2021-09-02 , DOI: 10.1016/j.jss.2021.111067
Ville Vakkuri 1 , Kai-Kristian Kemell 1 , Marianna Jantunen 1 , Erika Halme 1 , Pekka Abrahamsson 1
Affiliation  

Artificial Intelligence (AI) systems are becoming increasingly widespread and exert a growing influence on society at large. The growing impact of these systems has also highlighted potential issues that may arise from their utilization, such as data privacy issues, resulting in calls for ethical AI systems. Yet, how to develop ethical AI systems remains an important question in the area. How should the principles and values be converted into requirements for these systems, and what should developers and the organizations developing these systems do? To further bridge this gap in the area, in this paper, we present a method for implementing AI ethics: ECCOLA. Following a cyclical action research approach, ECCOLA has been iteratively developed over the course of multiple years, in collaboration with both researchers and practitioners.



中文翻译:

ECCOLA — 一种实施符合伦理的人工智能系统的方法

人工智能 (AI) 系统正变得越来越普遍,并对整个社会产生越来越大的影响。这些系统日益增长的影响也凸显了它们的使用可能产生的潜在问题,例如数据隐私问题,导致对道德 AI 系统的呼吁。然而,如何开发合乎道德的人工智能系统仍然是该领域的一个重要问题。原则和价值观应该如何转化为这些系统的需求,开发人员和开发这些系统的组织应该做什么? 为了进一步弥合该领域的这一差距,在本文中,我们提出了一种实施 AI 道德的方法:ECCOLA。ECCOLA 遵循周期性的行动研究方法,经过多年的迭代开发,与研究人员和从业人员合作。

更新日期:2021-09-16
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