{"title":"大数据背景下思想政治教育的微传播模式分析","authors":"H. Shuang","doi":"10.1109/ICMTMA50254.2020.00193","DOIUrl":null,"url":null,"abstract":"Based on the theory of micro propagation path of ideological and political education in colleges and universities, this paper excavates the frequent patterns in the information dissemination tree represented by micro-blog, and analyzes the mode in the information theme dimension. Based on the formal description of attribute graph and information communication graph of social network, the application of MltreeMiner algorithm in ideological and political education communication mode is discussed. In the theme dimension, the frequent communication mode is analyzed to explore the relationship between the theme and the communication mode. Finally, mining the information dissemination mode of social network on the real data set, and analyzing the relationship between the theme and the information dissemination mode, we acquire the distribution of the theme under each dissemination mode, and provide a useful reference for analyzing the actual effect of Ideological and political education under big data background.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Micro-Transmission Mode Analysis of Ideological and Political Education under Big Data Background\",\"authors\":\"H. Shuang\",\"doi\":\"10.1109/ICMTMA50254.2020.00193\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Based on the theory of micro propagation path of ideological and political education in colleges and universities, this paper excavates the frequent patterns in the information dissemination tree represented by micro-blog, and analyzes the mode in the information theme dimension. Based on the formal description of attribute graph and information communication graph of social network, the application of MltreeMiner algorithm in ideological and political education communication mode is discussed. In the theme dimension, the frequent communication mode is analyzed to explore the relationship between the theme and the communication mode. Finally, mining the information dissemination mode of social network on the real data set, and analyzing the relationship between the theme and the information dissemination mode, we acquire the distribution of the theme under each dissemination mode, and provide a useful reference for analyzing the actual effect of Ideological and political education under big data background.\",\"PeriodicalId\":333866,\"journal\":{\"name\":\"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMTMA50254.2020.00193\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMTMA50254.2020.00193","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Micro-Transmission Mode Analysis of Ideological and Political Education under Big Data Background
Based on the theory of micro propagation path of ideological and political education in colleges and universities, this paper excavates the frequent patterns in the information dissemination tree represented by micro-blog, and analyzes the mode in the information theme dimension. Based on the formal description of attribute graph and information communication graph of social network, the application of MltreeMiner algorithm in ideological and political education communication mode is discussed. In the theme dimension, the frequent communication mode is analyzed to explore the relationship between the theme and the communication mode. Finally, mining the information dissemination mode of social network on the real data set, and analyzing the relationship between the theme and the information dissemination mode, we acquire the distribution of the theme under each dissemination mode, and provide a useful reference for analyzing the actual effect of Ideological and political education under big data background.