商品描述
This book provides a comprehensive introduction to the application of artificial intelligence in social computing, from fundamental data processing to advanced social network computing. To broaden readers' understanding of the topics addressed, it includes extensive data and a large number of charts and references, covering theories, techniques and applications. It particularly focuses on data collection, data mining, artificial intelligence algorithms in social computing, and several key applications of social computing application, and also discusses network propagation mechanisms and dynamic analysis, which provide useful insights into how information is disseminated in online social networks. This book is intended for readers with a basic knowledge of advanced mathematics and computer science.
商品描述(中文翻譯)
本書全面介紹人工智慧在社會計算中的應用，涵蓋從基本數據處理到高級社交網絡計算的各個方面。為了擴大讀者對所討論主題的理解，本書包含大量數據以及眾多圖表和參考資料，涵蓋理論、技術和應用。特別著重於數據收集、數據挖掘、社會計算中的人工智慧演算法，以及社會計算應用的幾個關鍵應用，並討論網絡傳播機制和動態分析，提供有關信息在在線社交網絡中如何傳播的有用見解。本書適合具備基本高等數學和計算機科學知識的讀者。
作者簡介
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.
作者簡介(中文翻譯)
徐亮是中國人民大學的教授。他是國家社會科學基金重大項目的首席專家，也是國家自然科學基金重點項目的負責人。他多年來專注於網絡信息挖掘、社會計算和機器學習的研究，已發表超過200篇論文和14本專著，並申請了超過10項國家發明專利、一項國際專利和一項美國專利。他還擔任國內外會議的程序委員會主席及特邀主題報告人。
