{"product_id":"sentic-computing-techniques-tools-and-applications-von-erik-cambria-amir-hussain","title":"Sentic Computing","description":"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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789400750692\"\u003e\u003ch3\u003eTechniques, Tools, and Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9789400750692","offer_id":39452250800221,"sku":"9789400750692","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/48bd19f2-dd37-40e6-9d8f-1884665fa48c.jpg?v=1778390509","url":"https:\/\/shop.autorenwelt.de\/en\/products\/sentic-computing-techniques-tools-and-applications-von-erik-cambria-amir-hussain","provider":"Autorenwelt Shop","version":"1.0","type":"link"}