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Sentence-Level Emotion Detection Framework Using Rule-Based Classification ...
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Aspect-based opinion mining framework using heuristic patterns ...
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Aspect-based opinion mining framework using heuristic patterns ...
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Sentence-Level Emotion Detection Framework Using Rule-Based Classification ...
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Abstract:
Emotion detection and analysis aims at developing applications that can detect and analyse emotions expressed by the users in a given text. Such applications have received considerable attention from experts in computer science, psychology, communications and health care. Emotion-based sentiment analysis can be performed using supervised and unsupervised techniques. The existing studies using supervised and unsupervised emotion-based sentiment analysis are based on Ekman’s basic emotion model; have limited coverage of emotion-words, polarity shifters and negations; and lack emoticons and slang. The problems associated with existing approaches can be overcome by the development of an effective, sentence-level emotion-detection sentiment analysis system under a rule-based classification scheme with extended lexicon support and an enhanced model of emotion signals: emotion words, polarity shifters, negations, emoticons and slang. In this work, we propose a rule-based framework for emotion-based sentiment ...
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Keyword:
80105 Expert Systems; Applied Computer Science; FOS Computer and information sciences
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URL: https://dx.doi.org/10.6084/m9.figshare.5379838.v1 https://figshare.com/articles/journal_contribution/Sentence-Level_Emotion_Detection_Framework_Using_Rule-Based_Classification/5379838/1
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Sentence-Level Emotion Detection Framework Using Rule-Based Classification ...
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Sentence-Level Emotion Detection Framework Using Rule-Based Classification ...
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Lexical Based Semantic Orientation of Online Customer Reviews and Blogs ...
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Sentiment Classification through Semantic Orientation Using SentiWordNe ...
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Sentiment Classification through Semantic Orientation Using SentiWordNe ...
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