Echo chamber and polarization in social media: an agent-based modeling approach
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Singapore
Springer
[2023]
|
| Schriftenreihe: | Agent-Based Social Systems
volume 17 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xv, 93 Seiten Illustrationen, Diagramme |
| ISBN: | 9789819917693 |
Internformat
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| 245 | 1 | 0 | |a Echo chamber and polarization in social media |b an agent-based modeling approach |c Muhammad Al Atiqi |
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| 650 | 4 | |a Mass media | |
| 650 | 4 | |a Social media | |
| 650 | 4 | |a System theory | |
| 650 | 4 | |a Internet—Social aspects | |
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Datensatz im Suchindex
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Contents 1 Introduction. 1 The Echo Chamber and Polarization Problem in Social Media. 1.2 Contribution Summary. 1.3 Book Organization. 1 2 3 1.1 2 Conceptual Backgrounds . 2.1 2.2 2.3 2.4 2.5 3 Methodology . 3.1 3.2 4 Echo Chamber and Polarization. Communication and Public Opinion in Social Media. Modeling Opinion Formation. Zaller Model of Public Opinion. Argument Against the Anti-vaccination Movements. Agent-Based Modeling for Social Simulation. Policy Design Using Landscape Search. Simulating EchoChamber and Polarization Problems in Social Media . Background. Model
Summary. Measuring Echo Chamber and Polarization in SNS. Simulation Scenario and Parameters. 4.4.1 Simulation Stages . 4.4.2 Scenario Description. 4.5 Results and Discussion. 4.5.1 Role of News in Echo Chamber and Polarization Formation. 4.5.2 Echo Chamber Analysis. 4.5.3 Model Validation. 4.1 4.2 4.3 4.4 5 5 6 7 9 11 13 13 14 17 17 18 19 21 22 23 24 24 28 32 V
vi Contents 4.6 Reversing Polarization. 4.6.1 Model, Measurements, and Simulation. 4.6.2 Simulation. 4.6.3 Results and Discussion. 41 5.1 Background. 41 5.2 Agent-Based Interpretation of the Zaller Model. 42 5 Agent-Based Interpretation of the Zaller Model. 6 Application 1: Resolving the Conflicting Observation of Online Echo Chambers . 45 6.1 Motivation. 6.2 Model Overview. 6.2.1 News and Media. 6.2.2 User Agents and SNS. 6.2.3 Agents’ Dynamics. 6.3 Simulation. 6.4 Results andDiscussion. 6.4.1 Landscape
Analysis. 6.4.2 Model Validation. 7 32 32 36 38 45 46 47 48 49 51 53 53 55 Application 2: Simulating the Influence of Facebook Pages on Individual Attitudes Toward Vaccination. 7.1 7.2 7.3 7.4 57 Motivation. Model Overview. 7.2.1 Basic Percolation Model. 7.2.2 Baseline Model. Simulation. 7.3.1 Simulation Overview and Settings. 7.3.2 Simulating Policies. 7.3.3 Parameter Measurement. Results and Discussion. 7.4.1 Basic Percolation Results. 7.4.2 Baseline Model Results. 7.4.3 Scenario Analysis. 7.4.4 Model Validation. 57 59
60 61 63 63 64 65 65 65 67 70 74 Conclusions. Future Works. Afterword. 75 75 76 77 A Additional Information . 79 A. 1 Formal Definition of ModelingEcho Chamber and Polarization in Social Media. A.1.1 News. 79 79 8 Conclusions and Future Works . 8.1 8.2 8.3
Contents vii A. 1.2 User Agent. A. 1.3 User’s State Transition Model. Formal Definition of Agent-Based Interpretation of the Zaller Model. A.2.1 Model Entities and Assumptions. A.2.2 Media Agent. A.2.3 User Agents. A.2.4 Process of News Consumption. A.2.5 Survey Process. 80 82 Bibliography. 89 A.2 84 84 84 85 85 86 |
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| author | Al Atiqi, Muhammad |
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| discipline | Soziologie Wirtschaftswissenschaften |
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| id | DE-604.BV049814743 |
| illustrated | Illustrated |
| indexdate | 2024-11-25T15:02:33Z |
| institution | BVB |
| isbn | 9789819917693 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-035155055 |
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| physical | xv, 93 Seiten Illustrationen, Diagramme |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | Springer |
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| series | Agent-Based Social Systems |
| series2 | Agent-Based Social Systems |
| spelling | Al Atiqi, Muhammad Verfasser (DE-588)1338398040 aut Echo chamber and polarization in social media an agent-based modeling approach Muhammad Al Atiqi Singapore Springer [2023] xv, 93 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Agent-Based Social Systems volume 17 Media Sociology Social Media Complex Systems Internet Studies Systems Theory, Control Mass media Social media System theory Internet—Social aspects Control theory Äquivalent Druck-Ausgabe, Paperback 978-981-99-1772-3 Erscheint auch als Online-Ausgabe 978-981-99-1770-9 Agent-Based Social Systems volume 17 (DE-604)BV020876643 17 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035155055&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Al Atiqi, Muhammad Echo chamber and polarization in social media an agent-based modeling approach Agent-Based Social Systems Media Sociology Social Media Complex Systems Internet Studies Systems Theory, Control Mass media Social media System theory Internet—Social aspects Control theory |
| title | Echo chamber and polarization in social media an agent-based modeling approach |
| title_auth | Echo chamber and polarization in social media an agent-based modeling approach |
| title_exact_search | Echo chamber and polarization in social media an agent-based modeling approach |
| title_full | Echo chamber and polarization in social media an agent-based modeling approach Muhammad Al Atiqi |
| title_fullStr | Echo chamber and polarization in social media an agent-based modeling approach Muhammad Al Atiqi |
| title_full_unstemmed | Echo chamber and polarization in social media an agent-based modeling approach Muhammad Al Atiqi |
| title_short | Echo chamber and polarization in social media |
| title_sort | echo chamber and polarization in social media an agent based modeling approach |
| title_sub | an agent-based modeling approach |
| topic | Media Sociology Social Media Complex Systems Internet Studies Systems Theory, Control Mass media Social media System theory Internet—Social aspects Control theory |
| topic_facet | Media Sociology Social Media Complex Systems Internet Studies Systems Theory, Control Mass media Social media System theory Internet—Social aspects Control theory |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035155055&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV020876643 |
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