{"title":"使用文本分类的用户分析","authors":"P. Carter","doi":"10.1109/IAW.2005.1495963","DOIUrl":null,"url":null,"abstract":"Computer user behavior over time is abstracted into text documents. Using text classification methods users from a small group are well-distinguished from one another by their behaviors, even using relatively small amounts of data. This technique is particularly appropriate to forensics, but is widely applicable in information assurance.","PeriodicalId":252208,"journal":{"name":"Proceedings from the Sixth Annual IEEE SMC Information Assurance Workshop","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"User profiling using text classification\",\"authors\":\"P. Carter\",\"doi\":\"10.1109/IAW.2005.1495963\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Computer user behavior over time is abstracted into text documents. Using text classification methods users from a small group are well-distinguished from one another by their behaviors, even using relatively small amounts of data. This technique is particularly appropriate to forensics, but is widely applicable in information assurance.\",\"PeriodicalId\":252208,\"journal\":{\"name\":\"Proceedings from the Sixth Annual IEEE SMC Information Assurance Workshop\",\"volume\":\"12 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2005-06-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings from the Sixth Annual IEEE SMC Information Assurance Workshop\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IAW.2005.1495963\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings from the Sixth Annual IEEE SMC Information Assurance Workshop","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IAW.2005.1495963","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Computer user behavior over time is abstracted into text documents. Using text classification methods users from a small group are well-distinguished from one another by their behaviors, even using relatively small amounts of data. This technique is particularly appropriate to forensics, but is widely applicable in information assurance.
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