Social Computing with Artificial Intelligence
Springer Verlag, Singapore
978-981-15-7762-8 (ISBN)
Xun Liang is a Professor at Renmin University of China. He is the chief expert of a major National Social Science Foundation project, and the leader of a key National Natural Science Foundation of China project. He has been engaged in research on network information mining, social computing and machine learning for many years, and has published more than 200 papers and 14 specialized books, and has applied for more than 10 national invention patents, one international patent and one American patent. He also serves as chairman of the procedural committees of national and international conferences and as a special invited theme presenter.
Chapter 1. Introduction.- Chapter 2. Data Collection.- Chapter 3. Data Processing Methodology.- Chapter 4. Supervised and Unsupervised Learning Models.- Chapter 5. State-of-the-Art Artificial Intelligence Algorithms.- Chapter 6. Social Network Data Mining and Knowledge Discovery.- Chapter 7. Social Network Structure Analysis and Online Community Discovery.- Chapter 8. Social Network Propagation Mechanism and Online User Behavior Analysis.- Chapter 9. Social Computing Application in Public Security and Emergency Management.- Chapter 10. Social Computing Application in Business Decision Support.- Chapter 11. Social Computing Application in Unsupervised Oracle Handwriting Recognition Based on Pic2Vec Image Content Mapping.- Chapter 12. Social Computing Application in Online Crowd Behavior and Psychology.
Erscheinungsdatum | 24.09.2021 |
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Zusatzinfo | 27 Illustrations, color; 10 Illustrations, black and white; XII, 289 p. 37 illus., 27 illus. in color. |
Verlagsort | Singapore |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
Informatik ► Office Programme ► Outlook | |
Sozialwissenschaften | |
Schlagworte | Deep Learning in Social Computing • Machine Learning in Social Computing • Network Propagation Mechanism • Online Community Discovery • Online Crowd Behavior • Online Social Networks • Online Users Information Analysis • Social Computing • Social Computing Application • Social Networks Structure Analysis |
ISBN-10 | 981-15-7762-5 / 9811577625 |
ISBN-13 | 978-981-15-7762-8 / 9789811577628 |
Zustand | Neuware |
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