October 22, 2021 Presentation Open Access

Woitas, Kathi

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  <identifier identifierType="DOI">10.5281/zenodo.5592495</identifier>
  <creators>
    <creator>
      <creatorName>Woitas, Kathi</creatorName>
      <givenName>Kathi</givenName>
      <familyName>Woitas</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-1796-1978</nameIdentifier>
      <affiliation>University of Bern</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Text and Data Mining: A First View</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2021</publicationYear>
  <subjects>
    <subject>Text and Data Mining</subject>
    <subject>TDM</subject>
    <subject>Natural Language Processing</subject>
    <subject>NLP</subject>
    <subject>Computational Social Sciences</subject>
    <subject>Machine Learning</subject>
    <subject>Digital Scholarship</subject>
    <subject>Data Literacy</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2021-10-22</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Text">Presentation</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/5592495</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.5592494</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>
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  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;Presentation held for the Centre for Development and Environment (CDE), University of Bern in September 2021.&lt;/p&gt;

&lt;p&gt;The introduction to Text and Data Mining (TDM) for Computational Social Sciences (CSS) includes:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Source of the TDM concept&lt;/li&gt;
	&lt;li&gt;Basic computational linguistic approaches&lt;/li&gt;
	&lt;li&gt;Machine Learning in a nutshell&lt;/li&gt;
	&lt;li&gt;Stages of the TDM workflow:
	&lt;ul&gt;
		&lt;li&gt;Retrieval &amp;amp; access&lt;/li&gt;
		&lt;li&gt;(Pre)Processing&lt;/li&gt;
		&lt;li&gt;Extraction&lt;/li&gt;
		&lt;li&gt;Analysis&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
	&lt;li&gt;TDM hints and support&lt;/li&gt;
	&lt;li&gt;Go further.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Context: Digital Scholarship Services @ University Library Bern.&lt;/p&gt;</description>
  </descriptions>
</resource>