Advances in Social Networks Analysis and Mining: Proceedings of the 16th International Conference on Advances in Social Networks Analysis and Mining -
暫譯: 社交網絡分析與挖掘的進展：第16屆國際社交網絡分析與挖掘會議論文集

Ting, I-Hsien, Alhajj, Reda, Karampelas, Panagiotis

Advances in Social Networks Analysis and Mining: Proceedings of the 16th International Conference on Advances in Social Networks Analysis and Mining -
  • 出版商: Springer
  • 出版日期: 2025-06-19
  • 售價: $7,720
  • 貴賓價: 9.5 折 $7,334
  • 語言: 英文
  • 頁數: 410
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031853857
  • ISBN-13: 9783031853852

    • 尚未上市，無法訂購

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商品描述

This book explores the evolution of social network analysis and mining (SNAM), a field that originated in social and business communities but has expanded significantly in recent years. The rise of online social platforms, email logs, phone records, and instant messaging systems has driven the development of advanced techniques for analyzing social networks, drawing heavily on graph theory and machine learning.

As the Web increasingly becomes a social medium, it fosters human interaction, the sharing of experiences and knowledge, and the formation and evolution of communities. This transformation has amplified the importance of SNAM in fields such as academia, politics, homeland security, and business, where understanding the complex relationships between networked actors is crucial.

This volume presents a comprehensive collection of cutting-edge research and developments in SNAM, offering a valuable resource for researchers and practitioners seeking to deepen their understanding of social networks and their applications.

商品描述(中文翻譯)

本書探討了社交網絡分析與挖掘（SNAM）的演變，這一領域起源於社會和商業社群，但在近年來顯著擴展。隨著線上社交平台、電子郵件記錄、電話紀錄和即時消息系統的興起，推動了分析社交網絡的先進技術的發展，這些技術在很大程度上依賴於圖論和機器學習。

隨著網路日益成為社交媒介，它促進了人類互動、經驗和知識的分享，以及社群的形成與演變。這一轉變放大了SNAM在學術、政治、國土安全和商業等領域的重要性，在這些領域中，理解網絡行為者之間的複雜關係至關重要。

本卷呈現了一系列前沿的SNAM研究和發展，為希望深入了解社交網絡及其應用的研究者和實務工作者提供了寶貴的資源。

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