November 27, 2017 Dataset Open Access

Marc Schulder; Wiegand, Michael

DCAT Export

<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
  <rdf:Description rdf:about="https://doi.org/10.5281/zenodo.3370051">
    <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/>
    <dct:type rdf:resource="http://purl.org/dc/dcmitype/Dataset"/>
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.3370051</dct:identifier>
    <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.3370051"/>
    <dct:creator>
      <rdf:Description rdf:about="http://orcid.org/0000-0002-4183-8489">
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0002-4183-8489</dct:identifier>
        <foaf:name>Marc Schulder</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Spoken Language Systems, Saarland University</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Wiegand, Michael</foaf:name>
        <foaf:givenName>Michael</foaf:givenName>
        <foaf:familyName>Wiegand</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Spoken Language Systems, Saarland University</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:title>Word Embedding of Amazon Product Review Corpus</dct:title>
    <dct:publisher>
      <foaf:Agent>
        <foaf:name>Zenodo</foaf:name>
      </foaf:Agent>
    </dct:publisher>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2017</dct:issued>
    <dcat:keyword>Word Embedding</dcat:keyword>
    <dcat:keyword>Product Reviews</dcat:keyword>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2017-11-27</dct:issued>
    <dct:language rdf:resource="http://publications.europa.eu/resource/authority/language/ENG"/>
    <owl:sameAs rdf:resource="https://zenodo.org/record/3370051"/>
    <adms:identifier>
      <adms:Identifier>
        <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/3370051</skos:notation>
        <adms:schemeAgency>url</adms:schemeAgency>
      </adms:Identifier>
    </adms:identifier>
    <dct:relation rdf:resource="https://doi.org/10.5281/zenodo.3365609"/>
    <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.3370050"/>
    <dct:isPartOf rdf:resource="https://zenodo.org/communities/natural-language-processing"/>
    <owl:versionInfo>1.0.0</owl:versionInfo>
    <dct:description>&lt;p&gt;A word embedding of the &lt;a href="https://www.cs.uic.edu/~liub/FBS/sentiment-analysis.html#datasets"&gt;Amazon Product Review Corpus&lt;/a&gt; (&lt;a href="https://www.doi.org/10.1145/1341531.1341560"&gt;Jindal and Liu, 2008&lt;/a&gt;).&lt;/p&gt; &lt;p&gt;Created using &lt;a href="https://code.google.com/archive/p/word2vec/"&gt;Word2Vec&lt;/a&gt; in CBOW mode, 500 dimensions and window size 5.&lt;/p&gt; &lt;p&gt;Words have been lemmatised and particle verbs have been merged into a single token (e.g. &lt;code&gt;calm_down&lt;/code&gt;).&lt;/p&gt; &lt;ul&gt; &lt;/ul&gt; &lt;p&gt;&amp;nbsp;&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Attribution&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;This dataset was created as part of the following publication:&lt;/p&gt; &lt;p&gt;Marc Schulder,&amp;nbsp;Michael Wiegand,&amp;nbsp;Josef Ruppenhofer&amp;nbsp;and&amp;nbsp;Benjamin Roth&amp;nbsp;(2017).&amp;nbsp;&lt;strong&gt;&amp;quot;Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features&amp;quot;&lt;/strong&gt;. Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP). Taipei, Taiwan, November 27 - December 3, 2017.&amp;nbsp;&lt;a href="https://doi.org/10.5281/zenodo.3365609"&gt;DOI: 10.5281/zenodo.3365609&lt;/a&gt;.&lt;/p&gt; &lt;p&gt;If you use the data in your research or work, please cite the publication.&lt;/p&gt;</dct:description>
    <dct:description>{"references": ["Jindal, Nitin and Bing Liu (2008). \"Opinion Spam and Analysis.\" In: Proceedings of the International Conference on Web Search and Data Mining (WSDM). Palo Alto, California, USA: Association for Com- puting Machinery, pp. 219\u2013230. isbn: 978-1-59593-927-2. doi: 10. 1145/1341531.1341560"]}</dct:description>
    <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
    <dct:accessRights>
      <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
        <rdfs:label>Open Access</rdfs:label>
      </dct:RightsStatement>
    </dct:accessRights>
    <dcat:distribution>
      <dcat:Distribution>
        <dct:license rdf:resource="https://creativecommons.org/licenses/by/4.0/legalcode"/>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.3370051"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.3370051"/>
        <dcat:byteSize>2920592352</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/3370051/files/amazon_product_review_corpus.particle_verbs.cbow.w5.d500.txt"/>
        <dcat:mediaType>text/plain</dcat:mediaType>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.3370051"/>
        <dcat:byteSize>8200324</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/3370051/files/amazon_product_review_corpus.particle_verbs.cbow.w5.d500.voc"/>
      </dcat:Distribution>
    </dcat:distribution>
  </rdf:Description>
</rdf:RDF>