Email this article 
Sensitivity Comparison of AHP with The Combination of AHP and SAW for Facial Wash Recommendation System based on Skin Type
Abstract
Purpose: This research aims to design a facial wash recommendation system based on all skin types, namely normal, dry, oily, combination, and sensitive. This is to tackle the limitation of previous systems that were developed based on limited skin types which are normal, dry, and oily using Promethee II, Fuzzy Logic, and SAW methods.
Design/methodology/approach: This research uses the Analytic Hierarchy Process (AHP) method and a combination of AHP and Simple Additive Weighting (SAW) to consider the importance values of each criterion. Four criteria data are used, namely price, rating, content, and availability, along with 70 alternative data of facial wash products.
Finding/Result: Sensitivity testing was conducted on both methods, and the combination of AHP and SAW produced a higher sensitivity percentage, which is 67.51%, whereas the AHP method provided a lower sensitivity percentage of 59.26%.
Originality/state of the art: The combination of AHP and SAW is an innovation in designing a facial wash recommendation system, and the research results demonstrate that the combination of AHP and SAW is a superior method for recommending facial wash products.
Keywords
Full Text:
PDFReferences
Kusumaningrum, S. D., “Kajian Pustaka dalam Penentuan Tipe dan Permasalahan Kulit Wajah,” Jurnal SNATi, vol. 1, no.1, pp. 17–21, 2021.
D. R. S. P, A. A Muin, and M. Amin, “Pemilihan Facial Wash untuk Kulit Wajah Berminyak dengan Metode Promethee,” CESS (Journal of Computer Engineering System and Science), vol. 4, no. 2, 2019.
V. Maarif, H. M. Nur, and T. A. Septianisa, “Sistem Pendukung Keputusan Pemilihan Skincare yang Sesuai dengan Kulit Wajah menggunakan Logika Fuzzy”, Evolusi: Jurnal Sains dan Manajemen,” vol. 7, no. 2, pp. 73–79, 2019.
D. C. Purnomo, M. Yanti, and A. P. Widyassari, “Pemilihan Produk Skincare Remaja Milenial dengan Metode Simple Additive Weighting (SAW),” Jurnal Ilmiah Intech: Information Technology Journal of UMUS, vol. 3, no. 1, pp. 32–41, 2021.
A. K. Syaka, A. Mulyanto, “Analisis Perbandingan Sensitivitas AHP dan WP dalam Pemilihan Biro Perjalanan Umrah di Yogyakarta,” JISKa, vol. 3, no. 3, pp. 169–180, 2019.
E. F. Wati, “The Combination of AHP (Analytical Hierarchy Process) and SAW (Simple Additive Weighting) Methods in the Selection of Business Locations,” International Journal of Information System & Technology, vol. 5, no. 3, pp. 323–330, 2019.
N. W. A. Ulandari, G. R. Dantes, and D. G. H. Divayana, “Implementasi Metode AHP dan SAW dalam Sistem Pendukung Keputusan Prediksi Potensi Akademik Mahasiswa STMIK STIKOM Bali,” Prosiding Seminar Nasional Pendidikan Teknik Informatika, pp. 223–227, 2018.
N. K. Y. Suartini, I. M. A. Wirawan, D. G. H. Divayana, “DSS for “E-Private” using a Combination of AHP and SAW Methods,” IJCCS (Indonesian Journal of Computing and Cybernetics Systems), vol. 13, no. 3, pp. 251–262, 2019.
D. Fernando, N. Handayani, “Uji Sensitivitas Metode Sistem Pendukung Keputusan dalam Menentukan Lokasi Penyebaran Media Promosi,” Jurnal Sistem Informasi, vol. 5, no. 2, pp. 51–57, 2018.
C. H. Yeh, “A problem-based selection of multi-attribute decision-making methods,” Blackwell Publishing, no. 9, pp. 169–181, 2002.
C. R. Hidayat, D. Rohpandi, and A. M. Yusuf, “Perbandingan Metode SAW dan WP dalam Menentukan Prioritas Penerima Pinjaman di Koperasi,” Prosiding Seminar Nasional CORISINDO, pp. 605–613, 2021.
I. G. I. Sudipa, I. K. Hardiatama, C. P. Yanti, and I. K. A. G. Wiguna, “Analisis Sensitivitas Metode AHP dan TOPSIS dalam Pemilihan Objek Wisata di Kabupaten Karangasem,” Journal of Computer System and Informatics (JoSYC), vol. 3, no. 4, pp. 493–501, 2022.
D. A. N. Safitri, R. Helilintar, L. S. Wahyuniar, “Sistem Rekomendasi Skincare menggunakan Metode Content-based Filtering dan Algoritma Apriori,” Seminar Nasional Inovasi Teknologi, pp. 242–248, 2021.
J. Y. Sinaga, F. Amalia, E. Santoso, “Pengembangan Sistem Rekomendasi Produk Perawatan Kulit Berbasis Web Menggunakan Metode AHP,” Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 4, no. 11, pp. 4071–4079, 2020.
A. F. R. Kholdani, Muflih, and N. Arminarahmah, “Sistem Pendukung Keputusan Penilaian Kinerja Dosen Dengan Metode Ahp Dan Saw,” Jtiulm, vol. 2, no. 1, pp. 23–29, 2017.
DOI: https://doi.org/10.31315/telematika.v20i2.9444
DOI (PDF): https://doi.org/10.31315/telematika.v20i2.9444.g5709
Refbacks
- There are currently no refbacks.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Status Kunjungan Jurnal Telematika