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eSAP: A decision support framework for enhanced sentiment analysis and polarity classification

eSAP: A decision support framework for enhanced sentiment analysis and polarity classification

Rs.5,500.00

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 eSAP: A decision support framework for enhanced sentiment analysis and polarity classification

Sentiment analysis or opinion miningis an imperative research area of natural languageprocessing. It is used to determine the writer’s attitude or speaker’s opinion towards aparticular person, product or topic. Polarity or subjectivity classification is the process of categorizing a piece of text into positive or negative classes. In recent years, various super-vised and unsupervised methodshave been presented to accomplish sentiment polarity detection. SentiWordNet (SWN) has been extensively usedas a lexical resource for opinion mining. This research incorporates SWN as the labeled training corpus where the senti-mentscores are extracted based on the part of speech information. A vocabulary SWN-V withrevised sentiment scores, generated from SWN, is then used for Support Vector Machinesmodel learning and classification process. Based on this vocabulary, a frame-worknamed“Enhanced Sentiment Analysis and Polarity Classification(eSAP)” is proposed.


 


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  • Model: PROJ7723
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects




This product was added to our catalog on Thursday 10 August, 2017.

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