{"product_id":"milos-svana-from-text-to-understanding-9783032001283","title":"From Text to Understanding","description":"Social 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.\n\u003cbr\u003e\nThis 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.\n\u003cbr\u003e\nThe 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.","brand":"Springer","offers":[{"title":"Default Title","offer_id":53763797909846,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/www.momoxbooks.com\/products\/milos-svana-from-text-to-understanding-9783032001283","provider":"momoxbooks","version":"1.0","type":"link"}