{"product_id":"from-text-to-understanding-von-milo-va-a-franti-ek-zapletal-und-miroslav-hudec","title":"From Text to Understanding","description":"\n                                \n                \u003cp\u003eSocial media and other sources of text data are still underutilized resources in public decision-making. Most public organizations and governmental bodies rely mainly only surveys, interviews and other traditional methods for gathering opinions. One issues is a lack of easy-to-use tools for mass text data processing that would enable these organizations to process and understand this type of data.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eThis book introduces a novel text data analysis framework designed for public decision making, specifically on the level of municipalities. The framework combines sentiment analysis with topic modelling and a fuzzy-based approach for capturing the diversity in sentiment arising from the fact that different people have different opinions on a given topic.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eThe book is recommended for practitioners in public decision making as well as researchers analyzing large amounts of text data in order to understand people’s opinions.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783032001283\"\u003e\u003ch3\u003eUsing Fuzzy Sets to Analyse Free-Form Text Data\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783032001283","offer_id":55009797079365,"sku":"9783032001283","price":171.19,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/891e54a0-b200-44ee-a3b8-723a496a92d9.jpg?v=1782016615","url":"https:\/\/shop.autorenwelt.de\/products\/from-text-to-understanding-von-milo-va-a-franti-ek-zapletal-und-miroslav-hudec","provider":"Autorenwelt Shop","version":"1.0","type":"link"}