From Social Data Mining and Analysis to Prediction and Community Detection (Lecture Notes in Social Networks)

This book presents the state-of-the-art in various aspects of analysis and mining of online social networks. Within the broader context of online social networks, it focuses on important and upcoming topics of social network analysis and mining such as the latest in sentiment trends research and a variety of techniques for community detection and analysis. The book collects chapters that are expanded versions of the best papers presented at the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM’2015), which was held in Paris, France in August 2015. All papers have been peer reviewed and checked carefully for overlap with the literature. The book will appeal to students and researchers in social network analysis/mining and machine learning.

本書介紹了在線社交網絡分析和挖掘的各個方面的最新技術。在更廣泛的線上社交網絡背景下，它專注於社交網絡分析和挖掘的重要和新興主題，如最新的情感趨勢研究和各種社群檢測和分析技術。本書收集了在2015年8月在法國巴黎舉行的IEEE/ACM國際社交網絡分析和挖掘進展會議（ASONAM'2015）上發表的最佳論文的擴展版本。所有論文都經過同行評審並仔細檢查，以避免與現有文獻重疊。本書將吸引社交網絡分析/挖掘和機器學習領域的學生和研究人員。