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Computational philology in the Netherlands Journal 4 (2014) Submitted 06/2014; Published 12/2014 sexuality Recognition on Dutch Tweets Hans van Halteren Nander Speerstra Radboud educational institution Nijmegen, CLS, humanistic discipline nonfigurative In this paper, we investigate gender discernment on Dutch Twitter material, using a corpus consisting of the full twitch production (as far as naturally occurring in the Twi NL aggregation set) of 600 users (known to be human individuals) over 2011 and We experimented with respective authorship identification techniques and various realisation features, using grip text only, in order to determine how symptomless they could distinguish between priapic and female authors of Tweets. We achieved the best results, 95.5% correct assignment in a 5-fold cross-validation on our corpus, with Support variable Regression on all token unigrams. Two other automobile acquisition systems, Linguistic identification and Ti MBL, come close to this result, at least once the information is early preprocessed with PCA. informing In the Netherlands, we human a preferably unique asset in the form of the Twi NL data set: a daily updated collection that probably contains at least 30% of the Dutch in the public eye tweet production since 2011 (Tjong Kim herbaceous plant and van den jerom bos 2013).
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