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Flexer, Arthur; Lallai, Taric; Rašl, Katja
Transactions of the International Society for Music Information Retrieval, 11/2021, Letnik: 4, Številka: 1Journal Article
Our work is concerned with the subjective perception of music similarity in the context of music recommendation. We present two user studies to explore inter- and intra-rater agreement in quantification of general similarity between pieces of recommended music. Contrary to previous efforts, our test participants are of more uniform age and share a comparable musical background to lower variation within the participant group. The first study uses carefully curated song material from five distinct genres while the second uses songs from a single genre only, with almost all songs in both studies previously unknown to test participants. Repeating the listening tests with a two week lag shows that intra-rater agreement is higher than inter-rater agreement for both studies. Agreement for the single genre study is lower since genre of songs seems a major factor in judging similarity between songs. Mood of raters at test-time is found to have an influence on intra-rater agreement. We discuss the impacts of our results on evaluation of music recommenders and question the validity of experiments on general music similarity.
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Leto | Faktor vpliva | Izdaja | Kategorija | Razvrstitev | ||||
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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Povezave do osebnih bibliografij avtorjev | Povezave do podatkov o raziskovalcih v sistemu SICRIS |
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Vir: Osebne bibliografije
in: SICRIS
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