Towards an Ethical Recommendation Framework

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Towards an Ethical Recommendation Framework

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Publication Paper in proceeding
Title Towards an Ethical Recommendation Framework
Author Paraschakis, Dimitris
Date 2017
English abstract
The goal of our study is to provide a holistic view on various ethical challenges that complicate the design and use of recommender systems (RS). Our findings materialize into an ethical recommendation framework, which maps RS development stages to the corresponding ethical concerns, and further down to known solutions and the proposed user-adjustable controls. The need for such a framework is dictated by the apparent lack of research in this particular direction and the severity of consequences stemming from the neglect of the code of ethics in recommendations. The framework aims to aid RS practitioners in staying ethically alert while taking morally charged design decisions. At the same time, it would give users the desired control over the sensitive moral aspects of recommendations via the proposed “ethical toolbox”. The idea is embraced by the participants of our feasibility study.
Conference
IEEE 11th International Conference on Research Challenges in Information Science (RCIS) (10-12 May 2017 : Brighton, UK)
DOI https://doi.org/10.1109/RCIS.2017.7956539 (link to publisher's fulltext.)
Publisher IEEE
Pages 10
Language eng (iso)
Subject recommendation ethics
recommender systems
ethics
Technology
Research Subject Categories::TECHNOLOGY
Note http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7951529
Handle http://hdl.handle.net/2043/23023 Permalink to this page
Link http://rcis-conf.com/rcis2017/... (external link to related web page)
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