Complex spreading phenomena in social systems: influence and contagion in real-world social networks
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| Other Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
Cham
Springer
[2018]
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| Series: | Computational Social Sciences
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis Klappentext |
| Physical Description: | vi, 361 Seiten Illustrationen, Diagramme |
| ISBN: | 9783319773315 |
Staff View
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| adam_text | Contents Part I Introduction to Spreading in Social Systems Complex Contagions: A Decade in Review..................................................... Douglas Guilbeault, Joshua Becker, and Damon Centola A Simple Person’s Approach to Understanding the Contagion Condition for Spreading Processes on Generalized Random Networks ... Peter Sheridan Dodds Challenges to Estimating Contagion Effects from Observational Data.... Elizabeth L. Ogburn Part II 3 27 47 Models and Theories Slightly Generalized Contagion: Unifying Simple Models of Biological and Social Spreading.................................................................. Peter Sheridan Dodds 67 Message-Passing Methods for Complex Contagions.................................... James P. Gleeson and Mason A. Porter 81 Optimal Modularity in Complex Contagion........................... .................... Azadeh Nematzadeh, Nathaniel Rodriguez, Alessandro Flammini, and Yong-Yeol Ahn 97 Probing Empirical Contact Networks by Simulation of Spreading Dynamics.............................................................................................................. 109 Petter Holme Theories for Influencer Identification in Complex Networks..................... Sen Pei, Flaviano Morone, and Hernán A. Makse 125 V
vi Part UI Contents Observational Studies Service Adoption Spreading in Online Social Networks.............................. Gerardo Iñiguez, Zhongyuan Ruan, Kimmo Kaski, János Kertész, and Márton Karsai 151 Misinformation Spreading on Facebook.......................................................... 177 Fabiana Zollo and Walter Quattrociocchi Scalable Detection of Viral Memes from Diffusion Patterns....................... Pik-Mai Hui, Lilian Weng, Alireza Sahami Shirazi, Yong-Yeol Ahn, and Filippo Menczer 197 Attention on Weak Ties in Social and Communication Networks............. Lilian Weng, Márton Karsai, Nicola Perra, Filippo Menczer, and Alessandro Flammini 213 Measuring Social Spam and the Effect of Bots on Information Diffusion in Social Media................................................................................... Emilio Ferrara 229 Network Happiness: How Online Social Interactions Relate to Our Well Being............................................................................................... Johan Bollen and Bruno Gonçalves 257 Information Spreading During Emergencies and Anomalous Events........ 269 James P. Bagrow Part IV Controlled Studies Randomized Experiments to Detect and Estimate Social Influence in Networks.......................................................................................................... 289 Sean J. Taylor and Dean Eckles The Rippling Effect of Social Influence via Phone Communication Network................................................................................................................ 323 Yan
Leng, Xiaowen Dong, Esteban Moro, and Alex ‘Sandy’ Pentland Network Experiments Through Academic-Industry Collaboration........... 335 Robert M. Bond, Christopher J. Fariss, Jason J. Jones, and Jaime E. Settle Spreading in Social Systems: Reflections.............................. Sune Lehmann and Yong-Yeol Ahn 351 Index 359
Computational Social Sciences Series Editors: Elisa Bertino Claudio Cioffi-Revilla · Jacob Foster - Nigel Gilbert · Jennifer Golbeck Bruno Gonçalves · James A. Kitts ■ Larry S. Liebovitch · Sorin A. Matei - Anton Nijholt · Andrzej Nowak Robert Savit · Flaminio Squazzoni ■ Alessandro Vinciarelli Sune Lehmann · Yong Yeol Ahn Editors Complex Spreading Phenomena in Social Systems Influence and Contagion in Real-World Social Networks This text is about spreading of information and influence in complex networks. Al though 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 datà and data-driven approaches. This volume consists of four parts. Part і 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 excit ing 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.
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| discipline | Informatik |
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| spelling | Complex spreading phenomena in social systems influence and contagion in real-world social networks Sune Lehmann, Yong-Yeol Ahn (editors) Cham Springer [2018] vi, 361 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Computational Social Sciences Information (DE-588)4026899-8 gnd rswk-swf Verbreitung (DE-588)4187586-2 gnd rswk-swf Soziales System (DE-588)4055764-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Information (DE-588)4026899-8 s Verbreitung (DE-588)4187586-2 s Soziales System (DE-588)4055764-9 s DE-604 Lehmann, Sune edt Ahn, Yong-Yeol edt Erscheint auch als Online-Ausgabe 978-3-319-77332-2 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031261396&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031261396&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Complex spreading phenomena in social systems influence and contagion in real-world social networks Information (DE-588)4026899-8 gnd Verbreitung (DE-588)4187586-2 gnd Soziales System (DE-588)4055764-9 gnd |
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| title | Complex spreading phenomena in social systems influence and contagion in real-world social networks |
| title_auth | Complex spreading phenomena in social systems influence and contagion in real-world social networks |
| title_exact_search | Complex spreading phenomena in social systems influence and contagion in real-world social networks |
| title_full | Complex spreading phenomena in social systems influence and contagion in real-world social networks Sune Lehmann, Yong-Yeol Ahn (editors) |
| title_fullStr | Complex spreading phenomena in social systems influence and contagion in real-world social networks Sune Lehmann, Yong-Yeol Ahn (editors) |
| title_full_unstemmed | Complex spreading phenomena in social systems influence and contagion in real-world social networks Sune Lehmann, Yong-Yeol Ahn (editors) |
| title_short | Complex spreading phenomena in social systems |
| title_sort | complex spreading phenomena in social systems influence and contagion in real world social networks |
| title_sub | influence and contagion in real-world social networks |
| topic | Information (DE-588)4026899-8 gnd Verbreitung (DE-588)4187586-2 gnd Soziales System (DE-588)4055764-9 gnd |
| topic_facet | Information Verbreitung Soziales System Aufsatzsammlung |
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