Music listening in today's digital spaces is highly characterized by the availability of huge music catalogues, accessible by people all over the world. In this scenario, recommender systems are designed to guide listeners in finding tracks and artists that best fit their requests, having therefore the power to influence the diversity of the music they listen to. Albeit several works have proposed new techniques for developing diversity-aware recommendations, little is known about how people perceive diversity while interacting with music recommendations. In this study, we interview several listeners about the role that diversity plays in their listening experience, trying to get a better understanding of how they interact with music recommendations. We recruit the listeners among the participants of a previous quantitative study, where they were confronted with the notion of diversity when asked to identify, from a series of electronic music lists, the most diverse ones according to their beliefs. As a follow-up, in this qualitative study we carry out semi-structured interviews to understand how listeners may assess the diversity of a music list and to investigate their experiences with music recommendation diversity. We report here our main findings on 1) what can influence the diversity assessment of tracks and artists' music lists, and 2) which factors can characterize listeners' interaction with music recommendation diversity.
翻译:在今天的数字空间里,听音乐的高度特点是拥有巨大的音乐目录,世界各地的人都可以查阅。在这个场景中,建议者系统设计来指导听众寻找最适合他们要求的曲目和艺术家,因此他们有能力影响他们所听的音乐的多样性。尽管一些作品提出了开发多样性建议的新技巧,但人们如何看待多样性,与音乐建议互动的情况却鲜为人知。在这项研究中,我们采访了几位听众,了解多样性在倾听经历中所起的作用,试图更好地了解他们与音乐建议的互动方式。我们从先前的定量研究的参与者中招聘了听众,在他们被要求从一系列电子音乐清单中根据他们的信仰确定最多样化的音乐清单时,他们面对多样性的概念。作为后续行动,我们在这项定性研究中进行了半结构化的访谈,以了解听众如何评估音乐清单的多样性,并调查他们与音乐建议多样性有关的经验。我们在这里报告了我们的主要发现:(1)什么可以影响对音道和艺术家音乐清单的多样性评估,以及2)能够反映音乐多样性的因素。