Men's Perfume Recommendation System Using Analytic Hierarchy Process (AHP) And Technique For Order Of Preference By Similarity To Ideal Solution (TOPSIS) Method

Tobing, Fenina Adline Twince and Kusnadi, Adhi and Surbakti, Eunike Endariahna and Harsono, William Rayhan and Wijaya, Aurelius Ivan and Dinarta, Farrel and Irelynn, Maecyntha and Paskah, Richard (2023) Men's Perfume Recommendation System Using Analytic Hierarchy Process (AHP) And Technique For Order Of Preference By Similarity To Ideal Solution (TOPSIS) Method. International Journal of Science, Technology & Management, 4 (6). pp. 1552-1559. ISSN 2722 - 4015

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Abstract

Perfume has been a product used for thousands of years by human civilization. Rapid growth of perfume products creates a problem especially for men to choose the best perfume to fit their personality. This research aims to help men find out which perfume suits each individual's personality by inputting a comparison of four main criteria, namely quality, price, aroma and durability. In this research, the research team built a perfume recommendation system specifically for men using the application of the Analytic Hierarchy Process (AHP) & Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) algorithm. The research resulted in an 89.17% usefulness score, 89.34% ease of use, 89.34% ease of learning, and 91.61% satisfaction, resulting in an overall score of 90.07%. The research results demonstrate that the AHP and TOPSIS algorithm can assist men in choosing appropriate perfume through its implementation in the system built by the research team, which was tested using a questionnaire.

Item Type:	Article
Keywords:	Recommendation System, Analytic Hierarchy Process, Technique for Order of Preference by Similarity to Ideal Solution and Men’s Perfume.
Subjects:	000 Computer Science, Information and General Works > 000 Computer Science, Knowledge and Systems > 003 Systems (Computer Modeling and Simulation) 000 Computer Science, Information and General Works > 000 Computer Science, Knowledge and Systems > 004 Computer Science, Data Processing, Hardware > 004.2 Systems Analysis and Design, Information Architecture, Performance Evaluation 000 Computer Science, Information and General Works > 000 Computer Science, Knowledge and Systems > 005 Computer Programming > 005.4 System Programming, Operating System, Computer Interface
Divisions:	Faculty of Engineering & Informatics > Informatics
Depositing User:	Administrator UMN Library
Date Deposited:	28 Mar 2025 02:59
Last Modified:	28 Mar 2025 02:59
URI:	https://kc.umn.ac.id/id/eprint/36837

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