{"title":"大众传媒对社会传染动态的影响","authors":"Wei Wang, Lei Gao, Yu-Xiao Zhu, Hui Gao","doi":"10.1109/FSKD.2016.7603192","DOIUrl":null,"url":null,"abstract":"Individuals can get the behavioral information from mass medias, as they always face various kinds of mass medias. Unfortunately, a systematical study about the effects of mass medias on social contagions is still lacking. To this end, we propose a novel non-Markovian social contagion model, in which individuals obtain the behavioral information not only from their neighbors but also from the mass medias. Through extensive numerical simulations, we find that the mass medias promote the adoption of behavior, and decrease the critical behavioral information transmission probability. In addition, we also note that the heterogeneity of degree distribution promotes the behavior adoption.","PeriodicalId":373155,"journal":{"name":"2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Effects of mass medias on the dynamics of social contagions\",\"authors\":\"Wei Wang, Lei Gao, Yu-Xiao Zhu, Hui Gao\",\"doi\":\"10.1109/FSKD.2016.7603192\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Individuals can get the behavioral information from mass medias, as they always face various kinds of mass medias. Unfortunately, a systematical study about the effects of mass medias on social contagions is still lacking. To this end, we propose a novel non-Markovian social contagion model, in which individuals obtain the behavioral information not only from their neighbors but also from the mass medias. Through extensive numerical simulations, we find that the mass medias promote the adoption of behavior, and decrease the critical behavioral information transmission probability. In addition, we also note that the heterogeneity of degree distribution promotes the behavior adoption.\",\"PeriodicalId\":373155,\"journal\":{\"name\":\"2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)\",\"volume\":\"54 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/FSKD.2016.7603192\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FSKD.2016.7603192","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Effects of mass medias on the dynamics of social contagions
Individuals can get the behavioral information from mass medias, as they always face various kinds of mass medias. Unfortunately, a systematical study about the effects of mass medias on social contagions is still lacking. To this end, we propose a novel non-Markovian social contagion model, in which individuals obtain the behavioral information not only from their neighbors but also from the mass medias. Through extensive numerical simulations, we find that the mass medias promote the adoption of behavior, and decrease the critical behavioral information transmission probability. In addition, we also note that the heterogeneity of degree distribution promotes the behavior adoption.