{"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}
引用次数: 0
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.
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