Dataset Open Access

LFM User Groups

Kowald, Dominik; Schedl, Markus; Lex, Elisabeth


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  <identifier identifierType="DOI">10.5281/zenodo.3475975</identifier>
  <creators>
    <creator>
      <creatorName>Kowald, Dominik</creatorName>
      <givenName>Dominik</givenName>
      <familyName>Kowald</familyName>
      <affiliation>Know-Center GmbH</affiliation>
    </creator>
    <creator>
      <creatorName>Schedl, Markus</creatorName>
      <givenName>Markus</givenName>
      <familyName>Schedl</familyName>
      <affiliation>JKU Linz</affiliation>
    </creator>
    <creator>
      <creatorName>Lex, Elisabeth</creatorName>
      <givenName>Elisabeth</givenName>
      <familyName>Lex</familyName>
      <affiliation>Graz University of Technology</affiliation>
    </creator>
  </creators>
  <titles>
    <title>LFM User Groups</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2019</publicationYear>
  <subjects>
    <subject>LastFM</subject>
    <subject>Music Recommendation</subject>
    <subject>Mainstreaminess</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2019-10-08</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3475975</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.3475974</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.0</version>
  <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;This is a subset of the LFM-1b LastFM dataset (http://www.cp.jku.at/datasets/LFM-1b/), which consists of the listening events (user_events.txt) for three user groups: 1,000 low-mainstream users (low_main_users.txt), 1,000 medium-mainstream users (medium_main_users.txt) and 1,000 high-mainstream users (high_main_users.txt).&lt;/p&gt;

&lt;p&gt;The format of the three user files is &amp;quot;user , mainstreaminess_value&amp;quot;&lt;/p&gt;

&lt;p&gt;The format of the user-events file is &amp;quot;user \t artist \t album \t track \t timestamp&amp;quot;&lt;/p&gt;

&lt;p&gt;Example Python-code for analyzing this dataset as well as more information on the user groups based on mainstreaminess can be found here: https://github.com/domkowald/LFM_processing&lt;/p&gt;</description>
  </descriptions>
</resource>
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