Heterogeneous Information Network Analysis and Applications
暫譯: 異質資訊網路分析與應用

Shi, Chuan, Yu, Philip S.

  • 出版商: Springer
  • 出版日期: 2018-08-02
  • 售價: $6,540
  • 貴賓價: 9.5$6,213
  • 語言: 英文
  • 頁數: 227
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3319858556
  • ISBN-13: 9783319858555
  • 海外代購書籍(需單獨結帳)

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商品描述

This book offers researchers an understanding of the fundamental issues and a good starting point to work on this rapidly expanding field. It provides a comprehensive survey of current developments of heterogeneous information network. It also presents the newest research in applications of heterogeneous information networks to similarity search, ranking, clustering, recommendation.

This information will help researchers to understand how to analyze networked data with heterogeneous information networks. Common data mining tasks are explored, including similarity search, ranking, and recommendation. The book illustrates some prototypes which analyze networked data.

Professionals and academics working in data analytics, networks, machine learning, and data mining will find this content valuable. It is also suitable for advanced-level students in computer science who are interested in networking or pattern recognition.


商品描述(中文翻譯)

本書為研究人員提供了對於基本議題的理解,並為在這個快速擴展的領域中工作提供了一個良好的起點。它全面調查了異構信息網絡的當前發展情況。書中還介紹了異構信息網絡在相似性搜索、排名、聚類和推薦等應用中的最新研究。

這些信息將幫助研究人員理解如何使用異構信息網絡分析網絡數據。書中探討了常見的數據挖掘任務,包括相似性搜索、排名和推薦。書中還展示了一些分析網絡數據的原型。

在數據分析、網絡、機器學習和數據挖掘領域工作的專業人士和學者將會發現這些內容非常有價值。本書也適合對網絡或模式識別感興趣的計算機科學高級學生。