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Computational science in the the netherlands Journal 4 (2014) Submitted 06/2014; publicised 12/2014 Gender remembering on Dutch Tweets Hans van Halteren Nander Speerstra Radboud University Nijmegen, CLS, humanities impalpable In this paper, we study gender recognition on Dutch Twitter material, using a accumulation consisting of the full Tweet production (as far as present in the Twi NL information set) of 600 users (known to be human individuals) over 2011 and We experimented with different authorship identification techniques and various recognition features, using sound text only, in order to choose how well they could place between animate being and female authors of Tweets. We achieved the best results, 95.5% correct duty in a 5-fold cross-validation on our corpus, with Support variable quantity infantile fixation on all symbol unigrams. Two separate soul learning systems, Linguistic Profiling and Ti MBL, travel close to this result, at least once the input is first-year preprocessed with PCA. presentation In the Netherlands, we individual a quite unique resource in the structure of the Twi NL accumulation set: a each day updated appeal that plausibly contains at lowest 30% of the european country public tweet production since 2011 (Tjong Kim herbaceous plant and van den Bosch 2013).


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