{"title":"期刊引文网络的归一化谱聚类","authors":"S. Bredikhin, N. Scherbakova","doi":"10.1109/OPCS.2019.8880205","DOIUrl":null,"url":null,"abstract":"The task of clustering of a set of objects is treated as the graph partitioning problem. The normalized cut criterion is used for a weighted graph partitioning and the approach is applied in two implemented algorithms. The results of testing the method for the journal citation network clustering are presented.","PeriodicalId":288547,"journal":{"name":"2019 15th International Asian School-Seminar Optimization Problems of Complex Systems (OPCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Normalized Spectral Clustering of the Journal Citation Network\",\"authors\":\"S. Bredikhin, N. Scherbakova\",\"doi\":\"10.1109/OPCS.2019.8880205\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The task of clustering of a set of objects is treated as the graph partitioning problem. The normalized cut criterion is used for a weighted graph partitioning and the approach is applied in two implemented algorithms. The results of testing the method for the journal citation network clustering are presented.\",\"PeriodicalId\":288547,\"journal\":{\"name\":\"2019 15th International Asian School-Seminar Optimization Problems of Complex Systems (OPCS)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 15th International Asian School-Seminar Optimization Problems of Complex Systems (OPCS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/OPCS.2019.8880205\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 15th International Asian School-Seminar Optimization Problems of Complex Systems (OPCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/OPCS.2019.8880205","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Normalized Spectral Clustering of the Journal Citation Network
The task of clustering of a set of objects is treated as the graph partitioning problem. The normalized cut criterion is used for a weighted graph partitioning and the approach is applied in two implemented algorithms. The results of testing the method for the journal citation network clustering are presented.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
