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Lessons learned in quality management for online research software tools in linguistics ...
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Building Linguistic Corpora from Wikipedia Articles and Discussions
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In: Journal for Language Technology and Computational Linguistics 29 (2014) 2, 59-82
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IDS OBELEX meta
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Mining corpora of computer-mediated communication: Analysis of linguistic features in Wikipedia talk pages using machine learning methods
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Abstract:
Machine learning methods offer a great potential to automatically investigate large amounts of data in the humanities. Our contribution to the workshop reports about ongoing work in the BMBF project KobRA (http://www.kobra.tu-dortmund.de) where we apply machine learning methods to the analysis of big corpora in language-focused research of computer-mediated communication (CMC). At the workshop, we 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. We 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.
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Keyword:
Computerunterstützte Kommunikation; ddc:400; Korpus; Onlinecommunity
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URL: https://hildok.bsz-bw.de/files/276/01_06.pdf https://hildok.bsz-bw.de/frontdoor/index/index/docId/276 https://nbn-resolving.org/urn:nbn:de:gbv:hil2-opus-2930
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RKorAPClient: An R Package for Accessing the German Reference Corpus DeReKo via KorAP [Online resource]
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IDS-Repository
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Lessons learned in quality management for online research software tools in linguistics [Online resource]
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Mining corpora of computer-mediated communication: analysis of linguistic features in Wikipedia talk pages using machine learning methods [Online resource]
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IDS-Repository
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