| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
005.52 |
| 書名/作者: |
Handbook of research on artificial intelligence applications in literary works and social media/ edited by Pantea Keikhosrokiani, and Moussa Pourya Asl, editors. |
| 其他作者: |
Keikhosrokiani, Pantea, |
| 出版者: |
Hershey, Pennsylvania : : IGI Global,, 2023. |
| 面頁冊數: |
1 online resource (376 p.) |
| 標題: |
Text processing (Computer science) |
| 標題: |
Content analysis (Communication) - Data processing. |
| 標題: |
Social media - Data processing. |
| 標題: |
Literature - Data processing. |
| 標題: |
Artificial intelligence. |
| 標題: |
Data mining. |
| 標題: |
Big data. |
| ISBN: |
9781668462447 (electronic bk.) |
| ISBN: |
1668462427 |
| ISBN: |
9781668462423 |
| 書目註: |
Includes bibliographical references and index. |
| 內容註: |
Section 1. Introduction. Chapter 1. Introduction to artificial intelligence for the analytics of literary works and social media: a review -- Section 2. Artificial intelligence for the analytics of literary works. Chapter 2. An artificial intelligence application of theme and space in life writings of Middle Eastern women: a topic modelling and sentiment analysis approach ; Chapter 3. A machine learning approach to the analytics of representations of violence in Khaled Hosseini's novels ; Chapter 4. Artificial intelligence framework for opinion mining of netizen readers' reviews of aArundhati Roy's The god of small things ; Chapter 5. Artificial intelligence applications in literary works: emotion extraction and classification of Mohsin Hamid's Moth smoke ; Chapter 6. Artificial intelligence and human rights activism: a case study of Boochani's No friend but the mountains and his tweets on justice and equality ; Chapter 7. Advanced replicating technology in adventure fiction: the philosophical implications of material synthesizer in the Orville -- Section 3. Artificial intelligence for the analytics of social media. Chapter 8. Social media intelligence: AI applications for criminal investigation and national security ; Chapter 9. Artificial intelligence techniques in text and sentiment analysis ; Chapter 10. Affective polarization in the U.S.: multi-emotional charge analyzed through affective computing ; Chapter 11. Applying sentiment analysis techniques in social media data about threat of armed conflicts using two times series models ; Chapter 12. Artificial intelligence techniques to understand braille: a language for visually impaired individuals ; Chapter 13. Text analytics of vaccine myths on Reddit ; Chapter 14. Analytics of user behaviors on Twitter using machine learning. |
| 摘要、提要註: |
"This handbook presents contemporary developments in the adoption of artificial intelligence in textual analysis of literary works and social media, introducing current approaches, techniques, and practices in data science that are implemented to scrap and analyze text data"-- |
| 電子資源: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-6242-3 |