Sentic Computing Techniques Tools And Applications(1st Edition)
Authors:
Erik Cambria ,Amir Hussain
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ISBN: B00E0MR0XO, 978-9400750708
Book publisher: Springer
Book Price $0 : In This Book Common Sense Computing Techniques Are Further Developed And Applied To Bridge The Semantic Gap Between Word-level Natural Language Data And The Concept-level Opinions Conveyed By These. In Particular, The Ensemble Application Of Graph Mining And Multi-dimensionality Reduction Techniques Is Exploited On Two Common Sense Knowledge Bases To Develop A Novel Intelligent Engine For Open-domain Opinion Mining And Sentiment Analysis. The Proposed Approach, Termed Sentic Computing, Performs A Clause-level Semantic Analysis Of Text, Which Allows The Inference Of Both The Conceptual And Emotional Information Associated With Natural Language Opinions And, Hence, A More Efficient Passage From (unstructured) Textual Information To (structured) Machine-processable Data.
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