{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T15:18:05Z","timestamp":1759936685203,"version":"3.37.3"},"reference-count":26,"publisher":"Wiley","license":[{"start":{"date-parts":[[2020,2,22]],"date-time":"2020-02-22T00:00:00Z","timestamp":1582329600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61973149"],"award-info":[{"award-number":["61973149"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2020,2,22]]},"abstract":"<jats:p>Bayesian learning is a rational and effective strategy in the opinion dynamic process. In this paper, we theoretically prove that individual Bayesian learning can realize asymptotic learning and we test it by simulations on the Zachary network. Then, we propose a Bayesian social learning model with signal update strategy and apply the model on the Zachary network to observe opinion dynamics. Finally, we contrast the two learning strategies and find that Bayesian social learning can lead to asymptotic learning more faster than individual Bayesian learning.<\/jats:p>","DOI":"10.1155\/2020\/8261392","type":"journal-article","created":{"date-parts":[[2020,2,22]],"date-time":"2020-02-22T18:31:30Z","timestamp":1582396290000},"page":"1-5","source":"Crossref","is-referenced-by-count":6,"title":["Opinion Dynamics with Bayesian Learning"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8772-0427","authenticated-orcid":true,"given":"Aili","family":"Fang","sequence":"first","affiliation":[{"name":"School of Mathematics and Statistics, Ludong University, Yantai 264025, China"}]},{"given":"Kehua","family":"Yuan","sequence":"additional","affiliation":[{"name":"School of Mathematics and Statistics, Southwest University, Chongqing 400715, China"}]},{"given":"Jinhua","family":"Geng","sequence":"additional","affiliation":[{"name":"Institute of Complexity Science, Qingdao University, Qingdao 266071, China"}]},{"given":"Xinjiang","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Mathematics and Statistics, Ludong University, Yantai 264025, China"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1007\/s13235-010-0004-1"},{"year":"2008","key":"2"},{"issue":"1","key":"3","first-page":"367","volume":"57","year":"2015","journal-title":"SIAM Review"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.11.009"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1974.10480137"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/60.3.581"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1214\/aop\/1176996306"},{"issue":"3","key":"8","volume":"5","year":"2002","journal-title":"Journal of Artificial Societies and Social Simulation"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1142\/s0219525900000078"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/tcss.2019.2938258"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1007\/s10051-002-8929-9"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.02.052"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1142\/s0129183108012339"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2019.01.089"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1257\/mic.2.1.112"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1162\/00335530360698469"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-016-0874-5"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2017.12.062"},{"issue":"2","key":"19","first-page":"371","volume":"68","year":"2010","journal-title":"Econometrica"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1093\/restud\/rdr004"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.2307\/2118364"},{"year":"1972","key":"22"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1086\/261849"},{"issue":"2","key":"24","first-page":"230","volume":"49","year":"2003","journal-title":"Technometrics"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1063\/1.438422"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1086\/jar.33.4.3629752"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/8261392.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/8261392.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/8261392.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,22]],"date-time":"2020-02-22T18:31:34Z","timestamp":1582396294000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/complexity\/2020\/8261392\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,2,22]]},"references-count":26,"alternative-id":["8261392","8261392"],"URL":"https:\/\/doi.org\/10.1155\/2020\/8261392","relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"type":"print","value":"1076-2787"},{"type":"electronic","value":"1099-0526"}],"subject":[],"published":{"date-parts":[[2020,2,22]]}}}