作者
Maartje Ter Hoeve, Mathieu Heruer, Daan Odijk, Anne Schuth, Maarten de Rijke
发表日期
2017/8
期刊
FATREC Workshop on Responsible Recommendation Proceedings
简介
To gain more insight in the question whether personalized news recommender systems should be responsible for their recommendations and transparent about their decisions, we study whether news consumers want explanations of why these news articles are recommended to them and what they nd the best way to explain this. We survey users of Blendle’s news recommendation system, and from 120 respondents we learn that news consumers do want explanations, yet do not have a very strong preference for how explanations should be shown to them. Moreover, we perform an A/B test that shows that the open rate per user does not change if users are provided with reasons for the articles recommended for them. Most likely this is because users did not pay a ention to the reasons.
引用总数
2017201820192020202120222023202414759791
学术搜索中的文章
M Ter Hoeve, M Heruer, D Odijk, A Schuth, M de Rijke - FATREC Workshop on Responsible Recommendation …, 2017