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Sentic Computing
Cambria, Erik; Hussain, Amir
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Description for Sentic Computing
Paperback. Develops common sense computing techniques and applies it to bridge the semantic gap between word-level natural language data and the concept-level opinions conveyed by these. Series: Springerbriefs in Cognitive Computation. Num Pages: 171 pages, 4 black & white illustrations, 35 colour illustrations, 3 black & white tables, biography. BIC Classification: JMR; UYQL. Category: (P) Professional & Vocational. Dimension: 158 x 236 x 9. Weight in Grams: 276.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2012
Publisher
Springer Netherlands
Number of pages
150
Condition
New
Series
Springerbriefs in Cognitive Computation
Number of Pages
153
Place of Publication
Dordrecht, Netherlands
ISBN
9789400750692
SKU
V9789400750692
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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