Stephen Kelley, M. Goldberg, M. Magdon-Ismail, Konstantin Mertsalov
{"title":"博客网络中个人和群体行为的稳定性","authors":"Stephen Kelley, M. Goldberg, M. Magdon-Ismail, Konstantin Mertsalov","doi":"10.1109/ISI.2009.5137263","DOIUrl":null,"url":null,"abstract":"This work experimentally examines different notions of stability of the behavior of individuals and groups in a network of blogs. Our experiments are conducted on data collected from LiveJournal. All stability notions aim to locate stable behavior within an individual's area, which is defined in a variety of manners. Our experiments confirm an earlier observation of the highly dynamic nature of the network. Roughly 70% of the communication of a typical week was not observed in the previous week. Depending on the definition of stability and area used, we find small, but highly stable, sets of individuals with stable behavior in the network.","PeriodicalId":210911,"journal":{"name":"2009 IEEE International Conference on Intelligence and Security Informatics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Stability of individual and group behavior in a blog network\",\"authors\":\"Stephen Kelley, M. Goldberg, M. Magdon-Ismail, Konstantin Mertsalov\",\"doi\":\"10.1109/ISI.2009.5137263\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This work experimentally examines different notions of stability of the behavior of individuals and groups in a network of blogs. Our experiments are conducted on data collected from LiveJournal. All stability notions aim to locate stable behavior within an individual's area, which is defined in a variety of manners. Our experiments confirm an earlier observation of the highly dynamic nature of the network. Roughly 70% of the communication of a typical week was not observed in the previous week. Depending on the definition of stability and area used, we find small, but highly stable, sets of individuals with stable behavior in the network.\",\"PeriodicalId\":210911,\"journal\":{\"name\":\"2009 IEEE International Conference on Intelligence and Security Informatics\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2009-06-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2009 IEEE International Conference on Intelligence and Security Informatics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISI.2009.5137263\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 IEEE International Conference on Intelligence and Security Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISI.2009.5137263","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Stability of individual and group behavior in a blog network
This work experimentally examines different notions of stability of the behavior of individuals and groups in a network of blogs. Our experiments are conducted on data collected from LiveJournal. All stability notions aim to locate stable behavior within an individual's area, which is defined in a variety of manners. Our experiments confirm an earlier observation of the highly dynamic nature of the network. Roughly 70% of the communication of a typical week was not observed in the previous week. Depending on the definition of stability and area used, we find small, but highly stable, sets of individuals with stable behavior in the network.