{"product_id":"9789400750692","title":"SpringerBriefs in Cognitive Computation: Techniques, Tools, and Applications","description":"\u003ch1\u003eSpringerBriefs in Cognitive Computation: Techniques, Tools, and Applications\u003c\/h1\u003e \u003ch2\u003eCambria, Erik; Hussain, Amir\u003c\/h2\u003e \u003cp\u003eIn 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2012-07-28\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9789400750692\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-94-007-5070-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 153\u003c\/p\u003e ","brand":"Springer Netherlands","offers":[{"title":"Default Title","offer_id":44542626791564,"sku":"9789400750692","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789400750692.jpg?v=1779054542","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789400750692","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}