{"title":"基于agent模型的信息冲击对俄罗斯居民饮食选择的影响分析","authors":"A. Mashkova","doi":"10.18254/s207751800023531-3","DOIUrl":null,"url":null,"abstract":"The article is devoted to the study of the influence of information influences on the choice of diet by residents in an agent-based model of the dynamics of the spread of anemia. The structure of the model is presented, the interrelations of agents with the socio-economic environment through the channels of employment, consumption and receiving benefits from the state are determined. Two main channels of information impact are considered: advertising and thematic content. Through these channels, three types of influences are distributed in the model: “motivating”, “frightening” and “tempting”. Their influence is modeled using the algorithms presented in the article for informational impact and changes in the food pattern. To reflect the differences in the degree of exposure of agents to the influence of information influences, the concept of a cluster of social activity is introduced. As part of experimental studies, a comparison was made of the number of residents who adhere to a balanced diet in the absence of informational influences, with advertising with a coverage of 20% to 80% and thematic content with motivating and frightening effects. The resulting forecasts were compared with the forecast in the absence of advertising. In the absence of information impacts of other types, advertising with a coverage of more than 60% leads to a decrease in the number of residents adhering to diet No. 1 by 10%, and with a coverage of 80%, the drop is already 19%. The presence of thematic content with a coverage of 5% makes it possible to compensate for the negative effects of advertising, and with an increase in coverage to 20%, the number of residents adhering to diet No. 1 grows by 20% compared to the base case in the absence of any information impact.","PeriodicalId":51498,"journal":{"name":"Jasss-The Journal of Artificial Societies and Social Simulation","volume":"1 1","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of the influence of Information Impacts on the Choice of Diet by Russian residents based on an Agent-based model\",\"authors\":\"A. Mashkova\",\"doi\":\"10.18254/s207751800023531-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The article is devoted to the study of the influence of information influences on the choice of diet by residents in an agent-based model of the dynamics of the spread of anemia. The structure of the model is presented, the interrelations of agents with the socio-economic environment through the channels of employment, consumption and receiving benefits from the state are determined. Two main channels of information impact are considered: advertising and thematic content. Through these channels, three types of influences are distributed in the model: “motivating”, “frightening” and “tempting”. Their influence is modeled using the algorithms presented in the article for informational impact and changes in the food pattern. To reflect the differences in the degree of exposure of agents to the influence of information influences, the concept of a cluster of social activity is introduced. As part of experimental studies, a comparison was made of the number of residents who adhere to a balanced diet in the absence of informational influences, with advertising with a coverage of 20% to 80% and thematic content with motivating and frightening effects. The resulting forecasts were compared with the forecast in the absence of advertising. In the absence of information impacts of other types, advertising with a coverage of more than 60% leads to a decrease in the number of residents adhering to diet No. 1 by 10%, and with a coverage of 80%, the drop is already 19%. The presence of thematic content with a coverage of 5% makes it possible to compensate for the negative effects of advertising, and with an increase in coverage to 20%, the number of residents adhering to diet No. 1 grows by 20% compared to the base case in the absence of any information impact.\",\"PeriodicalId\":51498,\"journal\":{\"name\":\"Jasss-The Journal of Artificial Societies and Social Simulation\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2022-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Jasss-The Journal of Artificial Societies and Social Simulation\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.18254/s207751800023531-3\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"SOCIAL SCIENCES, INTERDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Jasss-The Journal of Artificial Societies and Social Simulation","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.18254/s207751800023531-3","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SOCIAL SCIENCES, INTERDISCIPLINARY","Score":null,"Total":0}
Analysis of the influence of Information Impacts on the Choice of Diet by Russian residents based on an Agent-based model
The article is devoted to the study of the influence of information influences on the choice of diet by residents in an agent-based model of the dynamics of the spread of anemia. The structure of the model is presented, the interrelations of agents with the socio-economic environment through the channels of employment, consumption and receiving benefits from the state are determined. Two main channels of information impact are considered: advertising and thematic content. Through these channels, three types of influences are distributed in the model: “motivating”, “frightening” and “tempting”. Their influence is modeled using the algorithms presented in the article for informational impact and changes in the food pattern. To reflect the differences in the degree of exposure of agents to the influence of information influences, the concept of a cluster of social activity is introduced. As part of experimental studies, a comparison was made of the number of residents who adhere to a balanced diet in the absence of informational influences, with advertising with a coverage of 20% to 80% and thematic content with motivating and frightening effects. The resulting forecasts were compared with the forecast in the absence of advertising. In the absence of information impacts of other types, advertising with a coverage of more than 60% leads to a decrease in the number of residents adhering to diet No. 1 by 10%, and with a coverage of 80%, the drop is already 19%. The presence of thematic content with a coverage of 5% makes it possible to compensate for the negative effects of advertising, and with an increase in coverage to 20%, the number of residents adhering to diet No. 1 grows by 20% compared to the base case in the absence of any information impact.
期刊介绍:
The Journal of Artificial Societies and Social Simulation is an interdisciplinary journal for the exploration and understanding of social processes by means of computer simulation. Since its first issue in 1998, it has been a world-wide leading reference for readers interested in social simulation and the application of computer simulation in the social sciences. Original research papers and critical reviews on all aspects of social simulation and agent societies that fall within the journal"s objective to further the exploration and understanding of social processes by means of computer simulation are welcome.