{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,20]],"date-time":"2025-11-20T18:48:22Z","timestamp":1763664502031,"version":"3.41.2"},"reference-count":57,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,4,15]],"date-time":"2021-04-15T00:00:00Z","timestamp":1618444800000},"content-version":"vor","delay-in-days":104,"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":["71972148"],"award-info":[{"award-number":["71972148"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>Social media has become an important way for science communication. Some scholars have examined how to help scientists engage with social media from operational training, policy guidance, and social media services improving. The main contribution of this study is to construct a symbiosis evolution model of science communication ecosystem (SCE) between scientists and social media platforms based on the symbiosis theory and the Lotka\u2013Volterra model to discuss the evolution of their symbiotic patterns and population size under different symbiosis coefficients. The results indicate that (1) the size of the symbiosis coefficients determines the equilibrium outcome of the symbiosis evolution of scientists and social media platforms; (2) scientists and social media platforms can promote each other\u2019s population size under the mutualism pattern, which can achieve sustainable science communication; (3) \u201c1\u2009+\u20091\u2009&gt;\u20092\u201d effect can only be achieved under the symmetric mutualism pattern and the growth of scientists and social media platforms is more stable and sufficient than that of other patterns. The findings will provide additional perspectives for promoting the sustainable development of science communication based on social media.<\/jats:p>","DOI":"10.1155\/2021\/6655469","type":"journal-article","created":{"date-parts":[[2021,4,16]],"date-time":"2021-04-16T12:24:29Z","timestamp":1618575869000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Symbiosis Evolution of Science Communication Ecosystem Based on Social Media: A Lotka\u2013Volterra Model\u2010Based Simulation"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1844-1149","authenticated-orcid":false,"given":"Ming","family":"Xia","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9456-3127","authenticated-orcid":false,"given":"Xiangwu","family":"He","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3961-2963","authenticated-orcid":false,"given":"Yubin","family":"Zhou","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,4,15]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"publisher","DOI":"10.3390\/math7030304"},{"key":"e_1_2_9_2_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00127-019-01825-4"},{"key":"e_1_2_9_3_2","doi-asserted-by":"publisher","DOI":"10.1177\/1465116508089087"},{"key":"e_1_2_9_4_2","doi-asserted-by":"publisher","DOI":"10.1080\/1369118x.2015.1124134"},{"key":"e_1_2_9_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.telpol.2007.11.008"},{"key":"e_1_2_9_6_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-014-0282-4"},{"key":"e_1_2_9_7_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10530-018-1850-9"},{"key":"e_1_2_9_8_2","doi-asserted-by":"publisher","DOI":"10.15252\/embr.202050550"},{"key":"e_1_2_9_9_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1007513"},{"key":"e_1_2_9_10_2","doi-asserted-by":"publisher","DOI":"10.1002\/asi.23833"},{"key":"e_1_2_9_11_2","doi-asserted-by":"publisher","DOI":"10.1145\/2038056.2038062"},{"key":"e_1_2_9_12_2","doi-asserted-by":"publisher","DOI":"10.2307\/25750708"},{"key":"e_1_2_9_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2012.07.004"},{"key":"e_1_2_9_14_2","doi-asserted-by":"publisher","DOI":"10.1002\/ijop.12200"},{"key":"e_1_2_9_15_2","doi-asserted-by":"publisher","DOI":"10.1108\/oir-04-2012-0062"},{"key":"e_1_2_9_16_2","doi-asserted-by":"publisher","DOI":"10.1111\/cobi.12226"},{"key":"e_1_2_9_17_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0162680"},{"key":"e_1_2_9_18_2","doi-asserted-by":"publisher","DOI":"10.1177\/1461444819863413"},{"key":"e_1_2_9_19_2","doi-asserted-by":"publisher","DOI":"10.1177\/1075547017715472"},{"key":"e_1_2_9_20_2","doi-asserted-by":"publisher","DOI":"10.1177\/1077699014550092"},{"key":"e_1_2_9_21_2","doi-asserted-by":"publisher","DOI":"10.1021\/acscentsci.9b01273"},{"key":"e_1_2_9_22_2","doi-asserted-by":"publisher","DOI":"10.1087\/20110306"},{"key":"e_1_2_9_23_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.nuclphysbps.2004.11.104"},{"key":"e_1_2_9_24_2","first-page":"340","article-title":"Impacts of a comprehensive public engagement training and support program","volume":"4","author":"Stylinski C.","year":"2018","journal-title":"International Journal of Science Education"},{"key":"e_1_2_9_25_2","doi-asserted-by":"publisher","DOI":"10.1002\/fsh.10186"},{"key":"e_1_2_9_26_2","doi-asserted-by":"publisher","DOI":"10.1128\/jmbe.v19i1.1428"},{"key":"e_1_2_9_27_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.1001552"},{"key":"e_1_2_9_28_2","doi-asserted-by":"publisher","DOI":"10.1093\/biosci\/biu051"},{"key":"e_1_2_9_29_2","doi-asserted-by":"publisher","DOI":"10.1080\/21548455.2017.1303756"},{"key":"e_1_2_9_30_2","doi-asserted-by":"publisher","DOI":"10.1080\/21548455.2018.1506188"},{"key":"e_1_2_9_31_2","doi-asserted-by":"publisher","DOI":"10.1177\/1529100612436661"},{"key":"e_1_2_9_32_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2016.12.007"},{"key":"e_1_2_9_33_2","doi-asserted-by":"publisher","DOI":"10.1287\/isre.1100.0339"},{"key":"e_1_2_9_34_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.respol.2008.11.004"},{"key":"e_1_2_9_35_2","article-title":"Pakistani youth and social media addiction: the validation of bergen Facebook addiction scale (BFAS)","author":"Mahmood Q. 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