{"title":"发现推特上针对绿党的负面竞选活动","authors":"André Schmale, Volker Mittendorf","doi":"10.1109/SNAMS58071.2022.10062668","DOIUrl":null,"url":null,"abstract":"This article examines negative campaigning on Twitter against individual actors of the Green Party or against the party itself around the 2021 federal election in Germany. Based on hashtags and accounts, the various discourse elements from the social media are reconstructed and analyzed as a conceptual and thematic network. In doing so, the data will be examined using quantitative text analysis, sentiment analysis, dictionary-based comparison of populist communication style, and structural topic model. In addition, the framework of political discourse analysis is used to better interpret negative campaigning in context.","PeriodicalId":371668,"journal":{"name":"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Detecting Negative Campaigning on Twitter Against The Greens\",\"authors\":\"André Schmale, Volker Mittendorf\",\"doi\":\"10.1109/SNAMS58071.2022.10062668\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article examines negative campaigning on Twitter against individual actors of the Green Party or against the party itself around the 2021 federal election in Germany. Based on hashtags and accounts, the various discourse elements from the social media are reconstructed and analyzed as a conceptual and thematic network. In doing so, the data will be examined using quantitative text analysis, sentiment analysis, dictionary-based comparison of populist communication style, and structural topic model. In addition, the framework of political discourse analysis is used to better interpret negative campaigning in context.\",\"PeriodicalId\":371668,\"journal\":{\"name\":\"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)\",\"volume\":\"98 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SNAMS58071.2022.10062668\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SNAMS58071.2022.10062668","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Detecting Negative Campaigning on Twitter Against The Greens
This article examines negative campaigning on Twitter against individual actors of the Green Party or against the party itself around the 2021 federal election in Germany. Based on hashtags and accounts, the various discourse elements from the social media are reconstructed and analyzed as a conceptual and thematic network. In doing so, the data will be examined using quantitative text analysis, sentiment analysis, dictionary-based comparison of populist communication style, and structural topic model. In addition, the framework of political discourse analysis is used to better interpret negative campaigning in context.
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