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A Reproducibility Study On User-Centric Mir Researchand Why It Is Important
Faculty of Informatics, TU Wien, Austria; School of Music, Georgia Institute of Technology, USA.
Jönköping University, Tekniska Högskolan, JTH, Avdelningen för datateknik och informatik.ORCID-id: 0000-0003-4344-9986
Faculty of Informatics, TU Wien, Austria.
Faculty of Informatics, TU Wien, Austria.
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2022 (Engelska)Ingår i: Proceedings of the 23rd ISMIR Conference, Bengaluru, India, December 4-8, 2022, 2022, s. 764-771Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Reproducibility of results is a central pillar of scientific work. In music information retrieval research, this is widely acknowledged and practiced by the communityby re-implementing algorithms and re-validating machine learning experiments. In this paper, we argue for an increased need to also reproduce the results and findings of user studies, including qualitative work, especially since these often lay the foundations and serve as justification for choices taken in algorithmic design and optimization criteria. As an example, we attempt to reproduce the study by Kim et al. [1] presented in the RecSys (2020) paper "Do Channels Matter? Illuminating Interpersonal Influence on Music Recommendations". By repeating this study on how interpersonal relationships can affect a user’s assessment of music recommendations on a new sample of n = 142 participants, we can largely confirm and support the validity of the original results. At the same time, we extend the analysis and also observe differences with regards to adoption rates between different channels as well as different factors that influences the adoption rate. From this specific reproducibility study, we conclude that potential cultural differences should be accounted for more explicitly in future studies and that systems development should be more explicitly connected to its intended target audience. 

Ort, förlag, år, upplaga, sidor
2022. s. 764-771
Nationell ämneskategori
Datavetenskap (datalogi)
Identifikatorer
URN: urn:nbn:se:hj:diva-62240OAI: oai:DiVA.org:hj-62240DiVA, id: diva2:1790149
Konferens
23rd ISMIR Conference, Bengaluru, India, December 4-8, 2022
Tillgänglig från: 2023-08-22 Skapad: 2023-08-22 Senast uppdaterad: 2023-08-22Bibliografiskt granskad

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