{"title":"使用用户图构建方法识别社交媒体上的微影响者","authors":"Doan-Thinh Ngo, Cam-Nhung Cao, Phuong-Linh Hoang, Xuan-Bach Ngo, Tien-Dat Nguyen, D. Tran, Trang M. Nguyen, Linh Nguyen Tran Ngoc, Mai-Vu Tran","doi":"10.1109/KSE53942.2021.9648780","DOIUrl":null,"url":null,"abstract":"Nowadays Influencers are responsible for setting trends and influencing public opinion on social media. As a result, identifying and uncovering influencers can assist organizations in having a good impact on their users. We investigated influencer recognition techniques utilizing a graph method in this research, with the goal of categorizing influencers into different sectors. The purpose of this paper is to concentrate the report on creating a graph in the social networking platform Facebook in order to locate influencers. A collection of edges and vertices represent this graph. To discover actual influencers, we create graphs and compare the application of two graph ranking algorithms, PageRank and HITS.","PeriodicalId":130986,"journal":{"name":"2021 13th International Conference on Knowledge and Systems Engineering (KSE)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identifying Micro-influencers on Social Media using User Graph Construction Approach\",\"authors\":\"Doan-Thinh Ngo, Cam-Nhung Cao, Phuong-Linh Hoang, Xuan-Bach Ngo, Tien-Dat Nguyen, D. Tran, Trang M. Nguyen, Linh Nguyen Tran Ngoc, Mai-Vu Tran\",\"doi\":\"10.1109/KSE53942.2021.9648780\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nowadays Influencers are responsible for setting trends and influencing public opinion on social media. As a result, identifying and uncovering influencers can assist organizations in having a good impact on their users. We investigated influencer recognition techniques utilizing a graph method in this research, with the goal of categorizing influencers into different sectors. The purpose of this paper is to concentrate the report on creating a graph in the social networking platform Facebook in order to locate influencers. A collection of edges and vertices represent this graph. To discover actual influencers, we create graphs and compare the application of two graph ranking algorithms, PageRank and HITS.\",\"PeriodicalId\":130986,\"journal\":{\"name\":\"2021 13th International Conference on Knowledge and Systems Engineering (KSE)\",\"volume\":\"6 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 13th International Conference on Knowledge and Systems Engineering (KSE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/KSE53942.2021.9648780\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 13th International Conference on Knowledge and Systems Engineering (KSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/KSE53942.2021.9648780","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Identifying Micro-influencers on Social Media using User Graph Construction Approach
Nowadays Influencers are responsible for setting trends and influencing public opinion on social media. As a result, identifying and uncovering influencers can assist organizations in having a good impact on their users. We investigated influencer recognition techniques utilizing a graph method in this research, with the goal of categorizing influencers into different sectors. The purpose of this paper is to concentrate the report on creating a graph in the social networking platform Facebook in order to locate influencers. A collection of edges and vertices represent this graph. To discover actual influencers, we create graphs and compare the application of two graph ranking algorithms, PageRank and HITS.