Dataset Open Access

Datasets from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits"

Bendada, Walid; Salha, Guillaume; Bontempelli, Théo


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  <identifier identifierType="DOI">10.5281/zenodo.4048678</identifier>
  <creators>
    <creator>
      <creatorName>Bendada, Walid</creatorName>
      <givenName>Walid</givenName>
      <familyName>Bendada</familyName>
      <affiliation>Deezer</affiliation>
    </creator>
    <creator>
      <creatorName>Salha, Guillaume</creatorName>
      <givenName>Guillaume</givenName>
      <familyName>Salha</familyName>
      <affiliation>Deezer</affiliation>
    </creator>
    <creator>
      <creatorName>Bontempelli, Théo</creatorName>
      <givenName>Théo</givenName>
      <familyName>Bontempelli</familyName>
      <affiliation>Deezer</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Datasets from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits"</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <subjects>
    <subject>Deezer dataset</subject>
    <subject>Contextual Bandit</subject>
    <subject>Carousel Personalization</subject>
    <subject>User Embedding</subject>
    <subject>Recommender Systems</subject>
    <subject>Music Streaming App</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2020-09-24</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4048678</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.4048677</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;We publicly release&amp;nbsp;the anonymized &lt;em&gt;user_features.csv&lt;/em&gt; and &lt;em&gt;playlist_features.csv&lt;/em&gt; datasets, from the music streaming platform Deezer, as described in the&amp;nbsp;article &amp;quot;&lt;em&gt;Carousel Personalization in Music Streaming Apps with Contextual Bandits&amp;quot;&lt;/em&gt;&amp;nbsp;published in the proceedings of the 14th ACM Conference on Recommender Systems (&lt;em&gt;RecSys 2020&lt;/em&gt;). The paper is available &lt;a href="https://arxiv.org/abs/2009.06546"&gt;here&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;These datasets are used in the&amp;nbsp;GitHub repository &lt;a href="https://github.com/deezer/carousel_bandits"&gt;deezer/carousel_bandits&lt;/a&gt; to reproduce experiments from the article.&lt;/p&gt;

&lt;p&gt;Please cite our paper if you use our code or data in your work.&lt;/p&gt;</description>
  </descriptions>
</resource>
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