Spotify’s personal recommendation system works in a way that makes suggestions based on the music users listen to. However, this recommendation system is not always in a structure that satisfies users. In this sense, Spotify is trying to give users the opportunity to turn off personal recommendations.
Spotify personal recommendations feature appeared in beta codes
Of course, there is also the possibility to turn off Spotify recommendations for the time being. However, what is turned off here only ensures that the recommended songs are not listened to outside your list. When you listen outside your lists, Spotify personal recommendations are activated again.
Recommendations are not only for song suggestions similar to your lists. Spotify recommendation system includes options such as list suggestions you may like, song and list suggestions according to your personal music style.
According to this code found by MacRumors, it is not yet clear how the feature works. However, one of the guesses is that Spotify is trying this feature to protect the account. Accordingly, it is among the goals that guests such as friends, siblings and lovers who connect to your account will not disrupt your personal recommendation system.
This situation, which is quite annoying, can be eliminated with the Spotify suggestions turning off feature. At the moment, it is not clear whether this feature is specific to a region or whether it will be general. Spotify announced that this new feature is currently in the trial phase.
But how does the Spotify recommendation system work? Spotify’s recommendation system combines a number of machine learning and AI-driven methods. The feature’s algorithm analyzes listening history, favorite genres, and the time of day users listen to music, and bases personal recommendations on these parameters. This process starts by analyzing the sound of a song that the user interacts with. It then uses certain filtering tools to suggest new songs with similar characteristics.
This filtering consists of criteria such as similar rhythm, similar audience and tempo. Thus, Spotify’s algorithm brings together the best songs for you to listen to.
Do you think Spotify recommendations are really annoying? Or do they sometimes help you discover new voices and singers you didn’t know? We look forward to your comments on this topic.
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