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Ethical aspects of multi-stakeholder recommendation systems
The Information Society ( IF 2.522 ) Pub Date : 2020-10-22 , DOI: 10.1080/01972243.2020.1832636
Silvia Milano 1 , Mariarosaria Taddeo 1, 2 , Luciano Floridi 1, 2
Affiliation  

Abstract

In this article we analyze the ethical aspects of multistakeholder recommendation systems (RSs). Following the most common approach in the literature, we assume a consequentialist framework to introduce the main concepts of multistakeholder recommendation. We then consider three research questions: Who are the stakeholders in a RS? How are their interests taken into account when formulating a recommendation? And, what is the scientific paradigm underlying RSs? Our main finding is that multistakeholder RSs (MRSs) are designed and theorized, methodologically, according to neoclassical welfare economics. We consider and reply to some methodological objections to MRSs on this basis, concluding that the multistakeholder approach offers the resources to understand the normative social dimension of RSs.



中文翻译:

多方利益相关者推荐系统的道德方面

摘要

在本文中,我们分析了多利益相关方推荐系统(RSs)的道德方面。遵循文献中最常见的方法,我们假设采用了结果论框架来介绍多利益相关方推荐的主要概念。然后,我们考虑三个研究问题:RS中的利益相关者是谁?提出建议时如何考虑他们的利益?而且,RS的科学范式是什么?我们的主要发现是,根据新古典福利经济学,多方利益相关者RS(MRS)在方法上进行了设计和理论化。我们在此基础上考虑并回复了对MRS的一些方法论异议,认为多利益相关方方法提供了理解RS的规范性社会维度的资源。

更新日期:2020-10-22
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