From Text to Understanding: Using Fuzzy Sets to Analyse Free-Form Text Data (Fuzzy Management Methods)

By: and and

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Synopsis
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.
Copyright:
2025

Book Details

Book Quality:
Publisher Quality
ISBN-13:
9783032001290
Related ISBNs:
9783032001283
Publisher:
Springer Nature Switzerland
Date of Addition:
Copyrighted By:
The Editor
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet, Business and Finance, Social Studies, Communication
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.

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