Lehmann Complex Spreading Phenomena in Social Systems 9783319773315

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Автор: Lehmann
Название: Complex Spreading Phenomena in Social Systems
ISBN: 9783319773315
Издательство: Springer
Классификация:

Социальные исследования и статистика

Ветеринарная медицина

Математическая физика

3D - графика и моделирование

Извлечение знаний из данных

Машинное моделирование и имитация

ISBN-10: 3319773313
Обложка/Формат: Hardcover
Страницы: 361
Вес: 0.71 кг.
Дата издания: 2018
Серия: Computational Social Sciences
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 82 tables, color; 345 illustrations, color; 144 illustrations, black and white; vi, 361 p. 489 illus., 345 illus. in color.
Размер: 234 x 156 x 21
Читательская аудитория: General (us: trade)
Основная тема: Applications of Graph Theory and Complex Networks
Подзаголовок: Influence and Contagion in Real-World Social Networks
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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 the newly interested. The main benefit to the reader is that the topics are carefully structured to take the novice to the level of expert on the topic of social spreading processes. This book will be of great importance to a wide field: from researchers in physics, computer science, and sociology to professionals in public policy and public health.
Дополнительное описание:

Part 1: Introduction to spreading in social systems.- Complex contagions: A decade in review.- A simple person’s approach to understanding the contagion condition for spreading processes on generalized random networks.- Challenges to estimating conta

Complex Spreading Phenomena in Social Systems, Lehmann