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Echo chamber and polarization in social mediaan agent-based modeling approach /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Echo chamber and polarization in social mediaby Muhammad Al Atiqi.
其他題名:	an agent-based modeling approach /
作者:	Al Atiqi, Muhammad.
出版者:	Singapore :Springer Nature Singapore :2023.
面頁冊數:	1 online resource (xv, 93 p.) :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Social mediaComputer simulation.
電子資源:	https://doi.org/10.1007/978-981-99-1770-9
ISBN:	9789819917709$q(electronic bk.)

Echo chamber and polarization in social mediaan agent-based modeling approach /
Al Atiqi, Muhammad.

Echo chamber and polarization in social mediaan agent-based modeling approach /[electronic resource] :by Muhammad Al Atiqi. - Singapore :Springer Nature Singapore :2023. - 1 online resource (xv, 93 p.) :ill., digital ;24 cm. - Agent-based social systems,v. 172364-9542 ;. - Agent-based social systems ;v.13..

1. Introduction -- 2. Conceptual Backgrounds -- 3. Agent-based modeling for social simulation methods -- 4. Simulating echo chamber and polarizations problems in social media -- 5. Agent-based interpretation of the Zaller Model -- 6. Application 1: Resolving the conflicting observation of echo chambers in social media -- 7. Application 2: Evaluating the influence of Facebook pages to individual user's vaccination opinion -- 8. Conclusion.

This book addresses increasingly relevant social problems enabled by social media through the lens of system science research and modeling. Instead of evaluating existing patterns from existing social media data, the book focuses on exploring the possibility of various policies. Specifically, it provides fresh insight into the political echo chamber and polarization in social media using agent-based modeling and scenario analysis. The book contains a practical framework to study the factors influencing echo chambers and polarization formation occurring in social media communication. By modeling individual social media users' information consumption, the influence of various behaviors and policies are captured as macro-phenomena. The book also introduces a comprehensive agent-based reinterpretation of the Zaller model, a classic in public opinion research. In addition, the book demonstrates two real-life applications of the model using empirical observations: resolving the conflicting observations of the online echo chamber effect, and modeling the influence of vaccine-related Facebook pages on users' opinions about vaccination.

ISBN: 9789819917709$q(electronic bk.)

Standard No.: 10.1007/978-981-99-1770-9doiSubjects--Topical Terms:

945102
Social media
--Computer simulation.

LC Class. No.: HM742

Dewey Class. No.: 302.231

Echo chamber and polarization in social mediaan agent-based modeling approach /
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