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Cited by 71 publications
(31 citation statements)
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“…Otherwise, i.e., if it is too close to the hyperplane, it is classified as neutral. Similar approaches to adapting the binary SVM classifier to the three-class setting were already applied in our previous studies [24,25].…”
Section: Sentiment Analysismentioning
confidence: 99%
“…Otherwise, i.e., if it is too close to the hyperplane, it is classified as neutral. Similar approaches to adapting the binary SVM classifier to the three-class setting were already applied in our previous studies [24,25].…”
Section: Sentiment Analysismentioning
confidence: 99%
“…Depending on the extent of disagreement, this practice could again systematically exclude some tweets from the training data and might thereby introduce an additional type of selection bias in future classifications. It should be noted that some studies applied techniques to help attaining training data not only from human assessors but also using other sources, like Social Graph Analysis [21], emoticons [29] or a sentiment lexica [7]. These methods are less time consuming and limit the personal influence of assessors.…”
Section: Assessormentioning
confidence: 99%
“…Oh & Sheng 2011 [27] Smailovi et al 2013 [29] Culotta 2010 [15] Paul & Dredze 2011 [16] Asur & Huberman 2010 [12] Rui & Whinston 2012 [13] Du et al 2014 [14] Sakaki et al 2010 [24] Sang & Bos 2012 [22] Conover et al 2011 [21] Metaxas et al 2011 [7] …”
Section: Used Bymentioning
confidence: 99%
“…In our case we used an SVM classifier (machine learning based) that was trained on a labelled dataset and implemented in the .NET framework [19]. In order to use it in the ClowdFlows platform we exposed the classifier as a Web service and imported it in the platform.…”
Section: A the Development Of Necessary Componentsmentioning
confidence: 99%