منابع مشابه
Discerning Emotions in Texts
We present an empirically verified model of discernable emotions, Watson and Tellegen’s Circumplex Theory of Affect from social and personality psychology, and suggest its usefulness in NLP as a potential model for an automation of an eight-fold categorization of emotions in written English texts. We developed a data collection tool based on the model, collected 287 responses from 110 non-exper...
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Emotion detection is increasingly used in Embodied Conversational Agents to create an adapted reply channel to the user's affective state. In this context, we propose a method to detect emotions in short texts (i.e. in texts whose size is similar to dialog utterances). Our goal is to design a model to detect the dominant affective state produced by short texts onto a reader and to classify them...
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In this paper, a semantic lexicon in the field of feelings and emotions is presented. This lexicon is described with an ontology. Then, we describe a system to annotate emotions in a text and, finally, we show how these annotations allow a textual navigation.
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Color affects every aspect of our lives. There has been a considerable interest in the psycholinguistic research area addressing the impact of color on emotions. In the experiments conducted by these studies, subjects have usually been asked to indicate their emotional responses to different colors. On the other side, sensing emotions in text by using NLP techniques has recently become a popula...
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This paper aims to classify texts in Indonesian language into emotion expression classes. The data were taken from 6 basic emotion classes whose training documents and test documents were obtained from articles in www.kompas.com, www.suaramerdeka.com, and www.detik.com. The text weighing was processed by using TFID method which is an integration of Term Frequency (TF) and Inverse Document Frequ...
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ژورنال
عنوان ژورنال: Bulletin of Social Informatics Theory and Application
سال: 2020
ISSN: 2614-0047
DOI: 10.31763/businta.v4i2.256