{"title":"基于知识的迁移个体意见动态研究新框架","authors":"Sarvnaz Sadeghi, Pooya Moradian Zadeh","doi":"10.1145/3487351.3488556","DOIUrl":null,"url":null,"abstract":"Many people around the world migrate to other places for a variety of reasons. As a result of social collaboration and knowledge exchange, their opinions about a topic can change over time. In this research, we propose a multi-population framework to track the dynamics of the opinion of a migrated individual in different scenarios. Each population is represented by a weighted graph and is associated with a belief space, which is a knowledge repository that stores the normative knowledge of that population. We also define different metrics to measure the level of change in an individual's opinion after migration. In our model, the social influence of each person is dependent on their own neighbors' opinions and acceptance rate, as well as the norms of the origin and destination societies. The results show that our proposed framework can capture the opinion dynamics in various settings and scenarios.","PeriodicalId":320904,"journal":{"name":"Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining","volume":"114 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A novel knowledge-based multi-population framework for studying opinion dynamics of migrated individuals\",\"authors\":\"Sarvnaz Sadeghi, Pooya Moradian Zadeh\",\"doi\":\"10.1145/3487351.3488556\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Many people around the world migrate to other places for a variety of reasons. As a result of social collaboration and knowledge exchange, their opinions about a topic can change over time. In this research, we propose a multi-population framework to track the dynamics of the opinion of a migrated individual in different scenarios. Each population is represented by a weighted graph and is associated with a belief space, which is a knowledge repository that stores the normative knowledge of that population. We also define different metrics to measure the level of change in an individual's opinion after migration. In our model, the social influence of each person is dependent on their own neighbors' opinions and acceptance rate, as well as the norms of the origin and destination societies. The results show that our proposed framework can capture the opinion dynamics in various settings and scenarios.\",\"PeriodicalId\":320904,\"journal\":{\"name\":\"Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining\",\"volume\":\"114 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3487351.3488556\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3487351.3488556","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A novel knowledge-based multi-population framework for studying opinion dynamics of migrated individuals
Many people around the world migrate to other places for a variety of reasons. As a result of social collaboration and knowledge exchange, their opinions about a topic can change over time. In this research, we propose a multi-population framework to track the dynamics of the opinion of a migrated individual in different scenarios. Each population is represented by a weighted graph and is associated with a belief space, which is a knowledge repository that stores the normative knowledge of that population. We also define different metrics to measure the level of change in an individual's opinion after migration. In our model, the social influence of each person is dependent on their own neighbors' opinions and acceptance rate, as well as the norms of the origin and destination societies. The results show that our proposed framework can capture the opinion dynamics in various settings and scenarios.