{"product_id":"sentic-computing-techniques-tools-and-applications-springerbriefs-in-cognitive-computation-2-9400750692","title":"Sentic Computing: Techniques, Tools, and Applications (SpringerBriefs in Cognitive Computation, 2)","description":"\u003cp\u003e\u003cstrong\u003eISBN:\u003c\/strong\u003e 9400750692\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eAuthor:\u003c\/strong\u003e Cambria, Erik\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCondition:\u003c\/strong\u003e New\u003c\/p\u003e\u003cp\u003eProduct DescriptionIn 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.From the Back CoverIn 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","brand":"Mia Karts","offers":[{"title":"Default Title","offer_id":51931665891616,"sku":"NEW9400750692","price":42.48,"currency_code":"USD","in_stock":true}],"url":"https:\/\/miakarts.com\/products\/sentic-computing-techniques-tools-and-applications-springerbriefs-in-cognitive-computation-2-9400750692","provider":"Miakarts Books","version":"1.0","type":"link"}