Application of fuzzy cognitive map in simulating strategic information system planning process / Ahmad Fahmi Abu Hassan

In this day and age, more researches have been conducted in the domain of Strategic Information System Planning (SISP). However, this is just the continuation from the 1980's where various articles began to probe the underlying causes for the relationship between Information Technology (IT)...

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Main Author:	Abu Hassan, Ahmad Fahmi
Format:	Thesis
Language:	English
Published:	2005
Subjects:	Electronic Computers Computer Science
Online Access:	https://ir.uitm.edu.my/id/eprint/934/1/TB_AHMAD%20FAHMI%20ABU%20HASSSAN%20CS%2005_5%20P01.pdf
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id	my-uitm-ir.934
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spelling	my-uitm-ir.9342018-10-30T08:17:30Z Application of fuzzy cognitive map in simulating strategic information system planning process / Ahmad Fahmi Abu Hassan 2005 Abu Hassan, Ahmad Fahmi Electronic Computers. Computer Science In this day and age, more researches have been conducted in the domain of Strategic Information System Planning (SISP). However, this is just the continuation from the 1980's where various articles began to probe the underlying causes for the relationship between Information Technology (IT) and businesses. Since then, many academicians and theoreticians have come out with models and approaches to analyze the use of IT from a strategic point of view. Reflect to that, this research is to show the application and capabilities of Fuzzy Cognitive Map (FCM) in simulating SISP business scenarios. This research was conducted because of the level of infancy held by FCM in the SISP domain. Moreover, SISP environment frequently deals with uncertainties and the "whati f circumstances. So, rather than practicing other SISP tools such as Boston Consulting Group (BCG) Matrix, Porter's Five Forces Model and Generic Business Strategies, this research is intended to use FCM as the technique in formulating SISP strategies. In order to achieve the objective, two SISP business scenarios have been designed using FCM technique before being simulated in an open-source simulation program. The simulation program has been developed by its author and using Java programming language. From the simulation, its ou^ut and results have been analyzed and discussed. For the first scenario, it is found that FCM did not provide enough information in decision making for SISP. However, the second scenario showed some promising feature by providing meaningful and interpretable output that can offer broader view for managers in formulating SISP. As recommendations, future researchers should run the simulation on other programs, simulate more SISP scenarios and should also be able to propose a more intricate and extended FCM. 2005 Thesis https://ir.uitm.edu.my/id/eprint/934/ https://ir.uitm.edu.my/id/eprint/934/1/TB_AHMAD%20FAHMI%20ABU%20HASSSAN%20CS%2005_5%20P01.pdf text en public degree Universiti Teknologi MARA Faculty of Information Technology and Quantitative Science
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
topic	Electronic Computers Computer Science
spellingShingle	Electronic Computers Computer Science Abu Hassan, Ahmad Fahmi Application of fuzzy cognitive map in simulating strategic information system planning process / Ahmad Fahmi Abu Hassan
description	In this day and age, more researches have been conducted in the domain of Strategic Information System Planning (SISP). However, this is just the continuation from the 1980's where various articles began to probe the underlying causes for the relationship between Information Technology (IT) and businesses. Since then, many academicians and theoreticians have come out with models and approaches to analyze the use of IT from a strategic point of view. Reflect to that, this research is to show the application and capabilities of Fuzzy Cognitive Map (FCM) in simulating SISP business scenarios. This research was conducted because of the level of infancy held by FCM in the SISP domain. Moreover, SISP environment frequently deals with uncertainties and the "whati f circumstances. So, rather than practicing other SISP tools such as Boston Consulting Group (BCG) Matrix, Porter's Five Forces Model and Generic Business Strategies, this research is intended to use FCM as the technique in formulating SISP strategies. In order to achieve the objective, two SISP business scenarios have been designed using FCM technique before being simulated in an open-source simulation program. The simulation program has been developed by its author and using Java programming language. From the simulation, its ou^ut and results have been analyzed and discussed. For the first scenario, it is found that FCM did not provide enough information in decision making for SISP. However, the second scenario showed some promising feature by providing meaningful and interpretable output that can offer broader view for managers in formulating SISP. As recommendations, future researchers should run the simulation on other programs, simulate more SISP scenarios and should also be able to propose a more intricate and extended FCM.
format	Thesis
qualification_level	Bachelor degree
author	Abu Hassan, Ahmad Fahmi
author_facet	Abu Hassan, Ahmad Fahmi
author_sort	Abu Hassan, Ahmad Fahmi
title	Application of fuzzy cognitive map in simulating strategic information system planning process / Ahmad Fahmi Abu Hassan
title_short	Application of fuzzy cognitive map in simulating strategic information system planning process / Ahmad Fahmi Abu Hassan
title_full	Application of fuzzy cognitive map in simulating strategic information system planning process / Ahmad Fahmi Abu Hassan
title_fullStr	Application of fuzzy cognitive map in simulating strategic information system planning process / Ahmad Fahmi Abu Hassan
title_full_unstemmed	Application of fuzzy cognitive map in simulating strategic information system planning process / Ahmad Fahmi Abu Hassan
title_sort	application of fuzzy cognitive map in simulating strategic information system planning process / ahmad fahmi abu hassan
granting_institution	Universiti Teknologi MARA
granting_department	Faculty of Information Technology and Quantitative Science
publishDate	2005
url	https://ir.uitm.edu.my/id/eprint/934/1/TB_AHMAD%20FAHMI%20ABU%20HASSSAN%20CS%2005_5%20P01.pdf
_version_	1783732966640320512

Application of fuzzy cognitive map in simulating strategic information system planning process / Ahmad Fahmi Abu Hassan

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