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Improved Naive Bayesian Algorithm for Author Detection

Ozalp, Nuri; Aykanat, Sinem; Erdem, Zeki; Ayan, Ugur


DataCite XML

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  <identifier identifierType="URL">https://aperta.ulakbim.gov.tr/record/91537</identifier>
  <creators>
    <creator>
      <creatorName>Ozalp, Nuri</creatorName>
      <givenName>Nuri</givenName>
      <familyName>Ozalp</familyName>
      <affiliation>Hava Harp Okulu, Bilgisayar Muhendisligi Bolumu, Istanbul, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Aykanat, Sinem</creatorName>
      <givenName>Sinem</givenName>
      <familyName>Aykanat</familyName>
      <affiliation>Yildiz Tek Univ, Bilgisayar Muhendisligi Bolumu, Istanbul, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Erdem, Zeki</creatorName>
      <givenName>Zeki</givenName>
      <familyName>Erdem</familyName>
      <affiliation>TUBITAK, Bilisim &amp; Bilgi Guvenligi Ileri Teknol Arastirma, Kocaeli, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Ayan, Ugur</creatorName>
      <givenName>Ugur</givenName>
      <familyName>Ayan</familyName>
      <affiliation>TUBITAK, Bilisim &amp; Bilgi Guvenligi Ileri Teknol Arastirma, Kocaeli, Turkey</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Improved Naive Bayesian Algorithm For Author Detection</title>
  </titles>
  <publisher>Aperta</publisher>
  <publicationYear>2013</publicationYear>
  <dates>
    <date dateType="Issued">2013-01-01</date>
  </dates>
  <resourceType resourceTypeGeneral="Text">Conference paper</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://aperta.ulakbim.gov.tr/record/91537</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.81043/aperta.91536</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsIdenticalTo">10.81043/aperta.91537</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="http://www.opendefinition.org/licenses/cc-by">Creative Commons Attribution</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">Author detection is a challenging problem for articles on the Internet (forums, blogs, etc.) due to lack of substantial content. Therefore, author detection for these articles is much more difficult than books, reports and other documents. In this study, the authors of newspaper articles are categorized. We tried to detect authors of articles of test data by using frequently used words in these categories. In doing so, we applied the improved Naive Bayesian machine learning algorithm.</description>
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