View source for Mining Corpora of Computer-Mediated Communication: Analysis of Linguistic Features in Wikipedia Talk Pages Using Machine Learning Methods

{{Infobox work
| title = Mining Corpora of Computer-Mediated Communication: Analysis of Linguistic Features in Wikipedia Talk Pages Using Machine Learning Methods
| date = 2014
| authors = [[Michael Beißwenger]]<br />[[Harald Lüngen]]<br />[[Eliza Margaretha]]<br />[[Christian Pölitz]]
| link = http://ids-pub.bsz-bw.de/documents/3187/Beisswenger_Luengen_Margaretha_Poelitz_Mining corpora_2014.pdf
}}
'''Mining Corpora of Computer-Mediated Communication: Analysis of Linguistic Features in Wikipedia Talk Pages Using Machine Learning Methods''' - scientific work related to [[Wikipedia quality]] published in 2014, written by [[Michael Beißwenger]], [[Harald Lüngen]], [[Eliza Margaretha]] and [[Christian Pölitz]].

== Overview ==
Machine learning methods offer a great potential to automatically investigate large amounts of data in the humanities. Authors contribution to the workshop reports about ongoing work in the BMBF project KobRA (http://www.kobra.tu-dortmund.de) where authors apply machine learning methods to the analysis of big corpora in language-focused research of computer-mediated communication (CMC). At the workshop, authors will discuss first results from training a Support Vector Machine (SVM) for the classification of selected linguistic [[features]] in [[talk pages]] of the German [[Wikipedia]] corpus in DeReKo provided by the IDS Mannheim. Authors will investigate different representations of the data to integrate complex syntactic and [[semantic information]] for the SVM. The results shall foster both corpus-based research of CMC and the annotation of linguistic features in CMC corpora.

== Embed ==
=== Wikipedia Quality ===
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Beißwenger, Michael; Lüngen, Harald; Margaretha, Eliza; Pölitz, Christian. (2014). "[[Mining Corpora of Computer-Mediated Communication: Analysis of Linguistic Features in Wikipedia Talk Pages Using Machine Learning Methods]]".
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=== English Wikipedia ===
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{{cite journal |last1=Beißwenger |first1=Michael |last2=Lüngen |first2=Harald |last3=Margaretha |first3=Eliza |last4=Pölitz |first4=Christian |title=Mining Corpora of Computer-Mediated Communication: Analysis of Linguistic Features in Wikipedia Talk Pages Using Machine Learning Methods |date=2014 |url=https://wikipediaquality.com/wiki/Mining_Corpora_of_Computer-Mediated_Communication:_Analysis_of_Linguistic_Features_in_Wikipedia_Talk_Pages_Using_Machine_Learning_Methods}}
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=== HTML ===
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Beißwenger, Michael; Lüngen, Harald; Margaretha, Eliza; Pölitz, Christian. (2014). &amp;quot;<a href="https://wikipediaquality.com/wiki/Mining_Corpora_of_Computer-Mediated_Communication:_Analysis_of_Linguistic_Features_in_Wikipedia_Talk_Pages_Using_Machine_Learning_Methods">Mining Corpora of Computer-Mediated Communication: Analysis of Linguistic Features in Wikipedia Talk Pages Using Machine Learning Methods</a>&amp;quot;.
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