東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Echo chamber and polarization in soc...

Al Atiqi, Muhammad.

FindBook

Google Book

Amazon

博客來

Echo chamber and polarization in social media = an 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 media/ by 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.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Social media - Computer simulation. -
電子資源:	https://doi.org/10.1007/978-981-99-1770-9
ISBN:	9789819917709

Echo chamber and polarization in social media = an 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. 17..

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

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

3634972
Social media
--Computer simulation.

LC Class. No.: HM742

Dewey Class. No.: 302.231

Echo chamber and polarization in social media = an agent-based modeling approach /
LDR:02718nmm a2200361 a 4500 001 2319260
003 DE-He213
005 20230529105653.0
006 m d
007 cr nn 008maaau
008 230902s2023 si s 0 eng d
020 $a 9789819917709 $q (electronic bk.)
020 $a 9789819917693 $q (paper)
024 7 $a 10.1007/978-981-99-1770-9 $2 doi
035 $a 978-981-99-1770-9
040 $a GP $c GP
041 0 $a eng
050 4 $a HM742
072 7 $a JHB $2 bicssc
072 7 $a JFD $2 bicssc
072 7 $a SOC052000 $2 bisacsh
072 7 $a JHB $2 thema
072 7 $a JBCT $2 thema
082 0 4 $a 302.231 $2 23
090 $a HM742 $b .A316 2023
100 1 $a Al Atiqi, Muhammad. $3 3634970
245 1 0 $a Echo chamber and polarization in social media $h [electronic resource] : $b an agent-based modeling approach / $c by Muhammad Al Atiqi.
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2023.
300 $a 1 online resource (xv, 93 p.) : $b ill., digital ; $c 24 cm.
490 1 $a Agent-based social systems, $x 2364-9542 ; $v v. 17
505 0 $a 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.
520 $a 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.
650 0 $a Social media $x Computer simulation. $3 3634972
650 0 $a Social media and society. $3 3528450
650 0 $a Online social networks. $3 624374
650 0 $a Intelligent agents (Computer software) $3 567546
650 1 4 $a Media Sociology. $3 2056998
650 2 4 $a Social Media. $3 2186794
650 2 4 $a Complex Systems. $3 1566441
650 2 4 $a Internet Studies. $3 3593230
650 2 4 $a Systems Theory, Control. $3 893834
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Agent-based social systems ; $v v. 17. $3 3634971
856 4 0 $u https://doi.org/10.1007/978-981-99-1770-9
950 $a Social Sciences (SpringerNature-41176)