House rental recommendation using Fuzzy Analytic Hierarchy Process (FAHP) / Nazihah Abdul Hadi

House rental has become necessary for those who need to study or work far from their homes. Users usually use the house rental website in internet to find a suitable house by considering many factors. The house searching process involves Multiple Criteria Decision Making (MCDM) where a house has man...

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Main Author:	Abdul Hadi, Nazihah
Format:	Thesis
Language:	English
Published:	2017
Subjects:	Analysis Analytical methods used in the solution of physical problems Instruments and machines Online data processing Computer software Software measurement Web databases Fuzzy logic
Online Access:	https://ir.uitm.edu.my/id/eprint/69628/1/69628.pdf
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id	my-uitm-ir.69628
record_format	uketd_dc
spelling	my-uitm-ir.696282022-11-02T06:50:48Z House rental recommendation using Fuzzy Analytic Hierarchy Process (FAHP) / Nazihah Abdul Hadi 2017-01 Abdul Hadi, Nazihah Analysis Analytical methods used in the solution of physical problems Instruments and machines Electronic Computers. Computer Science Online data processing Computer software Expert systems (Computer science). Fuzzy expert systems Software measurement Web-based user interfaces. User interfaces (Computer systems) Web databases Fuzzy logic House rental has become necessary for those who need to study or work far from their homes. Users usually use the house rental website in internet to find a suitable house by considering many factors. The house searching process involves Multiple Criteria Decision Making (MCDM) where a house has many criteria that need to be considered before it can be rented. In order to make it easier for users to find a house rental that suits their requirements, a house rental searching system prototype was proposed by implementing techniques that can help users in making decisions. The solution is to apply Fuzzy Analytic Hierarchy Process (FAHP). This project aims to evaluate whether the technique can be used effectively and facilitate consumers in making decisions. Fuzzy AHP is a combination of Fuzzy Set Theory and Analytic Hierarchy Process (AHP). The development process begins by getting some data requirements from users to be calculated using Fuzzy AHP method. The data are then converted into fuzzy triangular scale and use to form a pairwise comparison matrix. The geometric mean and fuzzy weight for each criterion is then calculated. By using Triangular Fuzzy Number Center of Area, defuzzification takes place and weight for each criteria will be normalized. The result is shown in form of ranking list, which shows suitable and better house rental recommendation for users. Evaluation is performed on a group of targeted users such as university students and workers to test the results accuracy by using the prototype themselves and checked on the results. Accuracy rate obtained is 79.0% which shows that users were satisfied with the results generated by the application. Most lists of the top ten house rental were sorted according to each user’s preferences. 2017-01 Thesis https://ir.uitm.edu.my/id/eprint/69628/ https://ir.uitm.edu.my/id/eprint/69628/1/69628.pdf text en public degree Universiti Teknologi MARA, Terengganu Faculty of Computer and Mathematical Sciences Nik Daud, Nik Marsyahariani
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Nik Daud, Nik Marsyahariani
topic	Analysis Analytical methods used in the solution of physical problems Instruments and machines Analysis Online data processing Computer software Analysis Software measurement Analysis Web databases Fuzzy logic
spellingShingle	Analysis Analytical methods used in the solution of physical problems Instruments and machines Analysis Online data processing Computer software Analysis Software measurement Analysis Web databases Fuzzy logic Abdul Hadi, Nazihah House rental recommendation using Fuzzy Analytic Hierarchy Process (FAHP) / Nazihah Abdul Hadi
description	House rental has become necessary for those who need to study or work far from their homes. Users usually use the house rental website in internet to find a suitable house by considering many factors. The house searching process involves Multiple Criteria Decision Making (MCDM) where a house has many criteria that need to be considered before it can be rented. In order to make it easier for users to find a house rental that suits their requirements, a house rental searching system prototype was proposed by implementing techniques that can help users in making decisions. The solution is to apply Fuzzy Analytic Hierarchy Process (FAHP). This project aims to evaluate whether the technique can be used effectively and facilitate consumers in making decisions. Fuzzy AHP is a combination of Fuzzy Set Theory and Analytic Hierarchy Process (AHP). The development process begins by getting some data requirements from users to be calculated using Fuzzy AHP method. The data are then converted into fuzzy triangular scale and use to form a pairwise comparison matrix. The geometric mean and fuzzy weight for each criterion is then calculated. By using Triangular Fuzzy Number Center of Area, defuzzification takes place and weight for each criteria will be normalized. The result is shown in form of ranking list, which shows suitable and better house rental recommendation for users. Evaluation is performed on a group of targeted users such as university students and workers to test the results accuracy by using the prototype themselves and checked on the results. Accuracy rate obtained is 79.0% which shows that users were satisfied with the results generated by the application. Most lists of the top ten house rental were sorted according to each user’s preferences.
format	Thesis
qualification_level	Bachelor degree
author	Abdul Hadi, Nazihah
author_facet	Abdul Hadi, Nazihah
author_sort	Abdul Hadi, Nazihah
title	House rental recommendation using Fuzzy Analytic Hierarchy Process (FAHP) / Nazihah Abdul Hadi
title_short	House rental recommendation using Fuzzy Analytic Hierarchy Process (FAHP) / Nazihah Abdul Hadi
title_full	House rental recommendation using Fuzzy Analytic Hierarchy Process (FAHP) / Nazihah Abdul Hadi
title_fullStr	House rental recommendation using Fuzzy Analytic Hierarchy Process (FAHP) / Nazihah Abdul Hadi
title_full_unstemmed	House rental recommendation using Fuzzy Analytic Hierarchy Process (FAHP) / Nazihah Abdul Hadi
title_sort	house rental recommendation using fuzzy analytic hierarchy process (fahp) / nazihah abdul hadi
granting_institution	Universiti Teknologi MARA, Terengganu
granting_department	Faculty of Computer and Mathematical Sciences
publishDate	2017
url	https://ir.uitm.edu.my/id/eprint/69628/1/69628.pdf
_version_	1783735898104397824

House rental recommendation using Fuzzy Analytic Hierarchy Process (FAHP) / Nazihah Abdul Hadi

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