株式会社極東書店トップ ＞ 商品一覧 ＞ From Text to Understanding : Using Fuzzy Sets to Analyse Free-Form Text Data.
商品詳細
From Text to Understanding : Using Fuzzy Sets to Analyse Free-Form Text Data.
・ISBN 978-3-032-00128-3 hard EUR 159.99
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| 著者・編者 | Svana, Milos / Zapletal, Frantisek / Hudec, Miroslav, |
|---|---|
| シリーズ | Fuzzy Management Methods |
| 出版社 | (Springer, GW) |
| 出版年月 | 2025.11 |
| ページ数 | 112 pp. |
| 言語 | ENG |
| ニュース番号 | ＜756-331 756-424＞ |
解説
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.