From Security to Community Detection in Social Networking Platforms
暫譯: 從安全性到社交網路平台中的社群偵測
Karampelas, Panagiotis, Kawash, Jalal, Özyer, Tansel
- 出版商: Springer
- 出版日期: 2019-04-10
- 售價: $6,340
- 貴賓價: 9.5 折 $6,023
- 語言: 英文
- 頁數: 237
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030112853
- ISBN-13: 9783030112851
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相關分類:
遊戲引擎 Game-engine、行銷/網路行銷 Marketing、資訊安全
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商品描述
This book focuses on novel and state-of-the-art scientific work in the area of detection and prediction techniques using information found generally in graphs and particularly in social networks. Community detection techniques are presented in diverse contexts and for different applications while prediction methods for structured and unstructured data are applied to a variety of fields such as financial systems, security forums, and social networks. The rest of the book focuses on graph-based techniques for data analysis such as graph clustering and edge sampling.
The research presented in this volume was selected based on solid reviews from the IEEE/ACM International Conference on Advances in Social Networks, Analysis, and Mining (ASONAM '17). Chapters were then improved and extended substantially, and the final versions were rigorously reviewed and revised to meet the series standards. This book will appeal to practitioners, researchers and students in the field.
商品描述(中文翻譯)
本書專注於使用一般在圖形中找到的信息,特別是在社交網絡中,進行檢測和預測技術的創新和最先進的科學工作。社群檢測技術在不同的背景和應用中進行介紹,而針對結構化和非結構化數據的預測方法則應用於金融系統、安全論壇和社交網絡等多個領域。本書的其餘部分專注於基於圖形的數據分析技術,如圖形聚類和邊緣取樣。
本卷中所呈現的研究是基於IEEE/ACM國際社交網絡、分析與挖掘進展會議(ASONAM '17)的嚴謹評審選出的。各章節隨後經過了大幅改進和擴展,最終版本經過嚴格的審查和修訂,以符合系列標準。本書將吸引該領域的從業者、研究人員和學生。