LEADER 03868nam  22007335  450 
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005 20230529105653.0
010   $a9789819917709$b(electronic bk.)
010   $z9789819917693
024 7 $a10.1007/978-981-99-1770-9
035   $a(MiAaPQ)EBC30554427
035   $a(Au-PeEL)EBL30554427
035   $a(DE-He213)978-981-99-1770-9
035   $a(BIP)089230820
035   $a(CKB)26801496200041
035   $a(EXLCZ)9926801496200041
100   $a20230529d2023      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aEcho Chamber and Polarization in Social Media $eAn Agent-Based Modeling Approach /$fby Muhammad Al Atiqi
205   $a1st ed. 2023.
210  1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023.
215   $a1 online resource (102 pages)
225 1 $aAgent-Based Social Systems,$x2364-9542 ;$v17
311 08$aPrint version: Al Atiqi, Muhammad Echo Chamber and Polarization in Social Media Singapore : Springer Singapore Pte. Limited,c2023 9789819917693 
327   $a1. 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.
330   $aThis book addresses increasingly relevant social problems enabled by social media through the lens of system science research and modeling. Instead of evaluating existing patterns from existing social media data, the book focuses on exploring the possibility of various policies. Specifically, it provides fresh insight into the political echo chamber and polarization in social media using agent-based modeling and scenario analysis. The book contains a practical framework to study the factors influencing echo chambers and polarization formation occurring in social media communication. By modeling individual social media users' information consumption, the influence of various behaviors and policies are captured as macro-phenomena. The book also introduces a comprehensive agent-based reinterpretation of the Zaller model, a classic in public opinion research. In addition, the book demonstrates two real-life applications of the model using empirical observations: resolving the conflicting observations of the online echo chamber effect, and modeling the influence of vaccine-related Facebook pages on users? opinions about vaccination.
410  0$aAgent-Based Social Systems,$x2364-9542 ;$v17
606   $aMass media
606   $aSocial media
606   $aSystem theory
606   $aInternet?Social aspects
606   $aControl theory
606   $aMedia Sociology
606   $aSocial Media
606   $aComplex Systems
606   $aInternet Studies
606   $aSystems Theory, Control 
610   $aMass Media
610   $aPhysics
610   $aSystem Theory
610   $aSocial Science
610   $aScience
615  0$aMass media.
615  0$aSocial media.
615  0$aSystem theory.
615  0$aInternet?Social aspects.
615  0$aControl theory.
615 14$aMedia Sociology.
615 24$aSocial Media.
615 24$aComplex Systems.
615 24$aInternet Studies.
615 24$aSystems Theory, Control .
676   $a302.231
700   $aAl Atiqi$b Muhammad$01362764
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
912   $a9910728382203321
996   $aEcho Chamber and Polarization in Social Media$93382313
997   $aUNINA