Behavious based computer user clustering using rough set theory

In the context of information technology nowadays, there are many data were emerged when people are using computers, we called it computer user behavior. All of this data are scrambled over inside the computer such as user behavior log files. The problem with this is, when we want to know the user b...

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Main Author:	Wang , Le Wei
Format:	Undergraduates Project Papers
Language:	English
Published:	2013
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/7576/ http://umpir.ump.edu.my/id/eprint/7576/ http://umpir.ump.edu.my/id/eprint/7576/1/WANG_LE_WEI.PDF

id	ump-7576
recordtype	eprints
spelling	ump-75762015-03-03T09:36:52Z http://umpir.ump.edu.my/id/eprint/7576/ Behavious based computer user clustering using rough set theory Wang , Le Wei QA76 Computer software In the context of information technology nowadays, there are many data were emerged when people are using computers, we called it computer user behavior. All of this data are scrambled over inside the computer such as user behavior log files. The problem with this is, when we want to know the user behaviors on computer and doing analysis for specific proposes, we normally needed the data only such as program name and opening time, there are too many to look for and they are all scrambled in log files. Therefore, there are techniques that are proposed that will provide a way to automatically mine the data and obtain only meaningful data from the huge data over the internet. The area discussed in this research is Knowledge Discovery in Databases (KDD) and the technique used is Minimum-Minimum Roughness (MMR). The dataset used will be the dataset of computer user log files. By using this MMR technique, I intended to cluster the user log files dataset which each cluster will contain the data most related to each other. 2013-05 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/7576/1/WANG_LE_WEI.PDF Wang , Le Wei (2013) Behavious based computer user clustering using rough set theory. Faculty of Computer System & Software Engineering, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:76639&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Wang , Le Wei Behavious based computer user clustering using rough set theory
description	In the context of information technology nowadays, there are many data were emerged when people are using computers, we called it computer user behavior. All of this data are scrambled over inside the computer such as user behavior log files. The problem with this is, when we want to know the user behaviors on computer and doing analysis for specific proposes, we normally needed the data only such as program name and opening time, there are too many to look for and they are all scrambled in log files. Therefore, there are techniques that are proposed that will provide a way to automatically mine the data and obtain only meaningful data from the huge data over the internet. The area discussed in this research is Knowledge Discovery in Databases (KDD) and the technique used is Minimum-Minimum Roughness (MMR). The dataset used will be the dataset of computer user log files. By using this MMR technique, I intended to cluster the user log files dataset which each cluster will contain the data most related to each other.
format	Undergraduates Project Papers
author	Wang , Le Wei
author_facet	Wang , Le Wei
author_sort	Wang , Le Wei
title	Behavious based computer user clustering using rough set theory
title_short	Behavious based computer user clustering using rough set theory
title_full	Behavious based computer user clustering using rough set theory
title_fullStr	Behavious based computer user clustering using rough set theory
title_full_unstemmed	Behavious based computer user clustering using rough set theory
title_sort	behavious based computer user clustering using rough set theory
publishDate	2013
url	http://umpir.ump.edu.my/id/eprint/7576/ http://umpir.ump.edu.my/id/eprint/7576/ http://umpir.ump.edu.my/id/eprint/7576/1/WANG_LE_WEI.PDF
first_indexed	2023-09-18T22:04:18Z
last_indexed	2023-09-18T22:04:18Z
_version_	1777414605618806784

Behavious based computer user clustering using rough set theory

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