Presentation Open Access
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nam##2200000uu#4500</leader> <datafield tag="041" ind1=" " ind2=" "> <subfield code="a">eng</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Text and Data Mining</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">TDM</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Natural Language Processing</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">NLP</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Computational Social Sciences</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Machine Learning</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Digital Scholarship</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Data Literacy</subfield> </datafield> <controlfield tag="005">20211023014852.0</controlfield> <controlfield tag="001">5592495</controlfield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">947837</subfield> <subfield code="z">md5:e08853ca1e03423e7216a4907a38432a</subfield> <subfield code="u">https://zenodo.org/record/5592495/files/2021_Kathi_Woitas_Text_and_Data_Mining.pdf</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2021-10-22</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="p">openaire</subfield> <subfield code="o">oai:zenodo.org:5592495</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="u">University of Bern</subfield> <subfield code="0">(orcid)0000-0003-1796-1978</subfield> <subfield code="a">Woitas, Kathi</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">Text and Data Mining: A First View</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield> <subfield code="a">Creative Commons Attribution 4.0 International</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><p>Presentation held for the Centre for Development and Environment (CDE), University of Bern in September 2021.</p> <p>The introduction to Text and Data Mining (TDM) for Computational Social Sciences (CSS) includes:</p> <ul> <li>Source of the TDM concept</li> <li>Basic computational linguistic approaches</li> <li>Machine Learning in a nutshell</li> <li>Stages of the TDM workflow: <ul> <li>Retrieval &amp; access</li> <li>(Pre)Processing</li> <li>Extraction</li> <li>Analysis</li> </ul> </li> <li>TDM hints and support</li> <li>Go further.</li> </ul> <p>Context: Digital Scholarship Services @ University Library Bern.</p></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.5592494</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.5592495</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">presentation</subfield> </datafield> </record>
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