| 书目名称 | Complex Spreading Phenomena in Social Systems |
| 副标题 | Influence and Contag |
| 编辑 | Sune Lehmann,Yong-Yeol Ahn |
| 视频video | http://file.papertrans.cn/232/231541/231541.mp4 |
| 概述 | Contains for the first time in a single volume, chapters that take the reader from novice to expert on spreading processes in social systems.Uniquely emphasizes a data-driven approach to the problem o |
| 丛书名称 | Computational Social Sciences |
| 图书封面 |  |
| 描述 | .This text is about spreading of information and influence in complex networks. Although previously considered similar and modeled in parallel approaches, there is now experimental evidence that epidemic and social spreading work in subtly different ways. While previously explored through modeling, there is currently an explosion of work on revealing the mechanisms underlying complex contagion based on big data and data-driven approaches..This volume consists of four parts. Part 1 is an Introduction, providing an accessible summary of the state of the art. Part 2. .provides an overview of the central theoretical developments in the field. Part 3 describes the empirical work on observing spreading processes in real-world networks. Finally, Part 4 goes into detail with recent and exciting new developments: dedicated studies designed to measure specific aspects of the spreading processes, often using randomized control trials to isolate the network effect from confounders, such as homophily...Each contribution is authored by leading experts in the field. This volume, though based on technical selections of the most important results on complex spreading, remains quite accessible to th |
| 出版日期 | Book 2018 |
| 关键词 | influence spreading; complex contagion; spreading in social systems; epidemic and social spreading; spre |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-319-77332-2 |
| isbn_softcover | 978-3-030-08430-1 |
| isbn_ebook | 978-3-319-77332-2Series ISSN 2509-9574 Series E-ISSN 2509-9582 |
| issn_series | 2509-9574 |
| copyright | Springer International Publishing AG, part of Springer Nature 2018 |
|Archiver|手机版|小黑屋|
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