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Soft computing detection method for input data error problem in computerized information system: A framework

MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang.

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Bibliographic Details
Main Authors: Burairah, Hussin, Abdul Samad, Shibghatullah, Siti Azirah, Asmai
Format: Working Paper
Language:English
Published: Universiti Malaysia Pahang (UMP) 2010
Subjects:
Supervised learning
Neural network
Detection method
Computerized information system
Cumulative point average (CPA)
Malaysian Technical Universities Conference on Engineering and Technology (MUCEET)
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/8855
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spelling my.unimap-88552010-08-19T05:54:32Z Soft computing detection method for input data error problem in computerized information system: A framework Burairah, Hussin Abdul Samad, Shibghatullah Siti Azirah, Asmai Supervised learning Neural network Detection method Computerized information system Cumulative point average (CPA) Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang. A detection method for input data error in computerized information system is a critical study because wrong inputs will cause incorrect results. Although some errors can be controlled through the interface input design, yet there is no guarantee that the potential error of inputted data is detected. Therefore, there is a need to have a tool which embeds intelligent data analysis to check the potential errors of the inputted data. By having this tool it will provides an early warning of potential error by detecting any abnormal behavior of the inputted data. This paper proposes a framework that used supervised learning neural network that functions as an intelligent data analysis to analyze the behavior of inputted data to detect potential error for computerized information system. To apply the framework, the research uses student information system that store students’ marks and calculate their cumulative point average (CPA). In student information system there is a potential of CPA is incorrectly calculated due to mistaken inputted marks and consequently will effect the achievement of the students and causes doubt to the university’s assessment system. Therefore, this paper presents details on how the framework could overcome this problem by detecting abnormal pattern of entered marks. 2010-08-19T05:54:32Z 2010-08-19T05:54:32Z 2009-06-20 Working Paper p.560-563 http://hdl.handle.net/123456789/8855 en Proceedings of the Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) 2009 Universiti Malaysia Pahang (UMP)
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Supervised learning
Neural network
Detection method
Computerized information system
Cumulative point average (CPA)
Malaysian Technical Universities Conference on Engineering and Technology (MUCEET)
spellingShingle Supervised learning
Neural network
Detection method
Computerized information system
Cumulative point average (CPA)
Malaysian Technical Universities Conference on Engineering and Technology (MUCEET)
Burairah, Hussin
Abdul Samad, Shibghatullah
Siti Azirah, Asmai
Soft computing detection method for input data error problem in computerized information system: A framework
description MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang.
format Working Paper
author Burairah, Hussin
Abdul Samad, Shibghatullah
Siti Azirah, Asmai
author_facet Burairah, Hussin
Abdul Samad, Shibghatullah
Siti Azirah, Asmai
author_sort Burairah, Hussin
title Soft computing detection method for input data error problem in computerized information system: A framework
title_short Soft computing detection method for input data error problem in computerized information system: A framework
title_full Soft computing detection method for input data error problem in computerized information system: A framework
title_fullStr Soft computing detection method for input data error problem in computerized information system: A framework
title_full_unstemmed Soft computing detection method for input data error problem in computerized information system: A framework
title_sort soft computing detection method for input data error problem in computerized information system: a framework
publisher Universiti Malaysia Pahang (UMP)
publishDate 2010
url http://dspace.unimap.edu.my/xmlui/handle/123456789/8855
_version_ 1643789340363456512
score 13.211869

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