Social Network Data Analytics pdf epub mobi txt 电子书下载 2024

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Aggarwal, Charu C. 编

Springer

2011-3-17

516

USD 159.00

Hardcover

9781441984616

图书标签: 数据挖掘社会网络分析 SNS 社会网络 MachineLearning 网络挖掘 social Springer

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发表于2024-11-25

Social Network Data Analytics epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Social Network Data Analytics pdf epub mobi txt 电子书下载 2024

图书描述

Social network analysis applications have experienced tremendous advances within the last few years due in part to increasing trends towards users interacting with each other on the internet. Social networks are organized as graphs, and the data on social networks takes on the form of massive streams, which are mined for a variety of purposes. Social Network Data Analytics covers an important niche in the social network analytics field. This edited volume, contributed by prominent researchers in this field, presents a wide selection of topics on social network data mining such as Structural Properties of Social Networks, Algorithms for Structural Discovery of Social Networks and Content Analysis in Social Networks. This book is also unique in focussing on the data analytical aspects of social networks in the internet scenario, rather than the traditional sociology-driven emphasis prevalent in the existing books, which do not focus on the unique data-intensive characteristics of online social networks. Emphasis is placed on simplifying the content so that students and practitioners benefit from this book. This book targets advanced level students and researchers concentrating on computer science as a secondary text or reference book. Data mining, database, information security, electronic commerce and machine learning professionals will find this book a valuable asset, as well as primary associations such as ACM, IEEE and Management Science.

Social Network Data Analytics 下载 mobi epub pdf txt 电子书

著者简介

图书目录

Social Network Data Analytics pdf epub mobi txt 电子书下载

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用户评价

评分☆☆☆☆☆

不少大牛贡献的，比较好的综述。

评分☆☆☆☆☆

进阶读物大牛综述对于link prediction的总结是代表性的尤其是方法的体系是从社交网络分析角度出发区别于物理复杂网络领域内的综述必读

评分☆☆☆☆☆

多由物理学领域与计算机科学领域的人所写。算是论文合集，但部分内容较新。

评分☆☆☆☆☆

进阶读物大牛综述对于link prediction的总结是代表性的尤其是方法的体系是从社交网络分析角度出发区别于物理复杂网络领域内的综述必读

评分☆☆☆☆☆

不少大牛贡献的，比较好的综述。

读后感

评分☆☆☆☆☆

其实不是一本书，而是一个论文集。涵盖了Social Network Analysis几乎全部的主题。每个主题都请到了该领域的专家写了一篇综述。比如Social Influence这一章，就是Sun JiMeng和Tang Jie老师主笔的。因为是2011年的著作，内容还是比较新的。但这不是教材，所以谈不上深入浅出...

评分☆☆☆☆☆

我也只是读了这本书的某几个章节，大致浏览了下全书，发现这本书大致涵盖了social network的基本问题（不过好像relation prediction没覆盖），至少是热点问题吧，而且都是相关方向的expert写的，是相当不错的参考书。但是看起来好像没那么友好，可能先看一些paper在看书会更好。

评分☆☆☆☆☆

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Social Network Data Analytics pdf epub mobi txt 电子书下载 2024