Play it again, Sam! Recommending familiar music in fresh ways

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dc.contributor.authorGabbolini, Giovanni
dc.contributor.authorBridge, Derek G.
dc.contributor.funderScience Foundation Irelanden
dc.contributor.funderEuropean Regional Development Funden
dc.date.accessioned2021-12-06T13:49:56Z
dc.date.available2021-12-06T13:49:56Z
dc.date.issued2021-09-13
dc.date.updated2021-12-06T13:36:23Z
dc.description.abstractIn the music domain, repeated consumption is not uncommon. In this work, we explore how to recommend familiar music in fresh ways. Specifically, we design algorithms that can produce 'tours' through a small personal collection of songs. The tours are decorated with segues, which are textual connections between consecutive songs, chosen for their interestingness. We present three such algorithms, and we outline their strengths and weaknesses based on a comparative offline evaluation. This preliminary algorithmic work is a prelude to upcoming user-centric investigations.en
dc.description.sponsorshipScience Foundation Ireland (Grant number 12/RC/2289-P2)en
dc.description.statusPeer revieweden
dc.description.versionPublished Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationGabbolini, G. and Bridge, D. (2021) 'Play it again, Sam! Recommending familiar music in fresh ways', RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, Netherlands, 27 September - 1 October, pp. 697-701. doi: 10.1145/3460231.3478866en
dc.identifier.doi10.1145/3460231.3478866en
dc.identifier.endpage701en
dc.identifier.isbn978-1-4503-8458-2
dc.identifier.startpage697en
dc.identifier.urihttps://hdl.handle.net/10468/12318
dc.language.isoenen
dc.publisherAssociation for Computing Machinery (ACM)en
dc.relation.ispartofRecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, Netherlands, 27 September - 1 October
dc.rights© 2021, the Authors. Published by the Association for Computing Machinery (ACM).en
dc.subjectRecommender systemsen
dc.subjectRepeated consumptionen
dc.subjectSeguesen
dc.titlePlay it again, Sam! Recommending familiar music in fresh waysen
dc.typeConference itemen
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