International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


Downloads: 135

Research Paper | Computer Science & Engineering | Indonesia | Volume 8 Issue 2, February 2019


Music Recommendation System Based on Artist Relatedness and Audio Similarity

G. A. Vida Mastrika Giri, A.A.I. Ngurah Eka Karyawati


Abstract: The automatic music recommendation system has become an increasingly relevant problem in recent years, along with the increasing amount of music circulating in digital format. In this research, music recommendations are sought by searching for music that is similar to music input, using value of music features with K-Nearest Neighbor method. Artist relatedness also be used in this research to get music recommendations, so that the recommendations are suitable with the listeners preferences. Spotify API which is provided by Spotify, an online music platform is used in searching music features and artist relatedness in this research. The method used to calculate audio similarity is K-Nearest Neighbor (K-NN). Based on evaluation result, music recommendations that only use artist relatedness features have a higher precision value compared to music recommendations that use combination of artist relatedness and audio similarity, because the research participants were more likely (subjectively) to choose popular music compared to music that has similar audio with input music.


Keywords: artist relatedness, audio similarity, k-nearest neighbor, music recommendation, Spotify API


Edition: Volume 8 Issue 2, February 2019,


Pages: 760 - 762


How to Cite this Article?

G. A. Vida Mastrika Giri, A.A.I. Ngurah Eka Karyawati, "Music Recommendation System Based on Artist Relatedness and Audio Similarity", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=ART20195017, Volume 8 Issue 2, February 2019, 760 - 762

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