Title :
User profiling using text classification
Author :
Carter, Patricia H.
Author_Institution :
Naval Surface Warfare Center, Dahlgren, VA, USA
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.
Keywords :
behavioural sciences; classification; security of data; text analysis; Rocchio classifier; computer forensics; computer user behavior; information assurance; text classification; text documents; user profiling; Conferences; Data security; Documentation; Forensics; Instruments; Internet; Protocols; Statistics; Text categorization; Web pages;
Conference_Titel :
Information Assurance Workshop, 2005. IAW '05. Proceedings from the Sixth Annual IEEE SMC
Print_ISBN :
0-7803-9290-6
DOI :
10.1109/IAW.2005.1495963
