{"product_id":"sentiment-analysis-in-the-bio-medical-domain-von-ranjan-satapathy-erik-cambria-und-amir-hussain","title":"Sentiment Analysis in the Bio-Medical Domain","description":"\n                                \n                \u003cp\u003eThe abundance of text available in social media and health-related forums and blogs have recently attracted the interest of the public health community to use these sources for opinion mining. This book presents a lexicon-based approach to sentiment analysis in the bio-medical domain, i.e., WordNet for Medical Events (WME). This book gives an insight in handling unstructured textual data and converting it to structured machine-processable data in the bio-medical domain.\u003c\/p\u003e\n                                  \n                \n                \u003cp\u003eThe readers will discover the following key novelties:\u003c\/p\u003e\n                                  \n                \n                \u003cp\u003e1) development of a bio-medical lexicon: WME expansion and WME enrichment with additional features.;\u003c\/p\u003e\n                                  \n                \n                \u003cp\u003e2) ensemble of machine learning and computational creativity;\u003c\/p\u003e\n                                  \n                \n                \u003cp\u003e3) development of microtext analysis techniques to overcome the inconsistency in social communication.\u003c\/p\u003e\n                                  It will be of interest to researchers in the fields of socially-intelligent human-machine interaction and biomedical text mining\n            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319684673\"\u003e\u003ch3\u003eTechniques, Tools, and Applications\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319886091\"\u003e\u003ch3\u003eTechniques, Tools, and Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783319684673","offer_id":39814712164445,"sku":"9783319684673","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783319886091","offer_id":39608607178845,"sku":"9783319886091","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/94945fb5-f59e-486e-a46f-41bb022804e8.jpg?v=1778386849","url":"https:\/\/shop.autorenwelt.de\/products\/sentiment-analysis-in-the-bio-medical-domain-von-ranjan-satapathy-erik-cambria-und-amir-hussain","provider":"Autorenwelt Shop","version":"1.0","type":"link"}