From Social Data Mining and Analysis to Prediction and Community Detection (Lecture Notes in Social Networks)
暫譯: 從社會數據挖掘與分析到預測與社群偵測(社會網絡講義)
- 出版商: Springer
- 出版日期: 2018-07-21
- 售價: $5,330
- 貴賓價: 9.5 折 $5,064
- 語言: 英文
- 頁數: 256
- 裝訂: Paperback
- ISBN: 3319846310
- ISBN-13: 9783319846316
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相關分類:
遊戲引擎 Game-engine、行銷/網路行銷 Marketing、Data-mining
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商品描述
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.
商品描述(中文翻譯)
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。在在線社交網絡的更廣泛背景下,本書專注於社交網絡分析和挖掘的重要和新興主題,例如情感趨勢研究的最新進展以及各種社群檢測和分析技術。本書收錄的章節是2015年8月在法國巴黎舉行的IEEE/ACM國際社交網絡分析與挖掘會議(ASONAM’2015)上發表的最佳論文的擴展版本。所有論文均經過同行評審,並仔細檢查與文獻的重疊情況。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。