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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विषयसूची
1. Introduction. – 2. Background. – 3. Techniques. – 4. Tools. – 5. Applications. – 6. Concluding Remarks.
भाषा अंग्रेज़ी ● स्वरूप PDF ● पेज 153 ● ISBN 9789400750708 ● फाइल का आकार 3.9 MB ● प्रकाशक Springer Netherland ● शहर Dordrecht ● देश NL ● प्रकाशित 2012 ● डाउनलोड करने योग्य 24 महीने ● मुद्रा EUR ● आईडी 2666737 ● कॉपी सुरक्षा सामाजिक DRM
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