Svana M From Text to Understanding Using Fuzzy Sets Text Data 2025
General:
Name: Svana M From Text to Understanding Using Fuzzy Sets Text Data 2025
Format: pdf
Size: 9.08 MB
Book:
Title: From Text to Understanding: Using Fuzzy Sets to Analyse Free-Form Text Data
Author: Miloš Švaňa & František Zapletal & Miroslav Hudec
Language: polski
Year: 2025
Subjects: N/A
Publisher: Springer-Verlag New York, LLC
ISBN: 9783032001290
Total pages: 180
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.
This 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.
The 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.
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