To Those That Want To Start Oscar However Are Affraid To Get Started

Music streaming providers heavily depend on recommender systems to help users uncover and get pleasure from new musical content inside massive catalogs of millions of songs, artists and albums, with the overall goal of improving their experience and engagement (Briand et al., 2021; Schedl et al., 2018; Bendada et al., 2020; Mehrotra et al., 2019). In particular, these services steadily advocate, on an artist’s profile web page, a ranked listing of related artists that followers additionally listened to or liked (Donker, 2019; Johnston, 2019; Kjus, 2016). Known as ”Fans Also Like” on Spotify and Soundcloud and as ”Related” or ”Similar Artists” on Amazon Music, Apple Music and Deezer, such a characteristic typically leverages studying to rank models (Karatzoglou et al., 2013; Schedl et al., 2018; Rafailidis and Crestani, 2017). It retrieves the most related artists in response to similarity measures normally computed from utilization information, e.g. from the proportion of shared listeners across artists (Donker, 2019; Johnston, 2019), or from extra advanced collaborative filtering models (Jain et al., 2020; Koren and Bell, 2015; Schedl et al., 2018) that predict similarities from the recognized preferences of an artist’s listeners.

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