Kombinasi Metode Certainty Factor dan Forward Chaining untuk Identifikasi Jenis Kulit Wajah Berbasis Android

 Syavira Cahyaningsih (Universitas Nasional, Jakarta, Indonesia)
 (*)Agung Triayudi Mail (Universitas Nasional, Jakarta, Indonesia)
 Ira Diana Sholihati (Universitas Nasional, Jakarta, Indonesia)

(*) Corresponding Author

Submitted: November 18, 2020; Published: January 22, 2021

DOI: http://dx.doi.org/10.30865/mib.v5i1.2591


Using skincare and facial skin care must be in accordance with the type of facial skin, because if it is not suitable, it can cause problems such as facial skin breakouts, dry skin, irritated skin, and acne prone skin. To find out the type of facial skin, you have to do an examination with a skin and genital specialist, but the high cost of consultation and the long queue process is an obstacle for everyone. Therefore, the authors created an expert system to identify facial skin types using a combination of certainty factor methods with forward chaining techniques. The diagnostic results from calculations using an expert system application and the results of manual calculations from one of the respondent data from 100 respondent data, namely producing the same level of confidence, each of which produces a percentage of 99.45% and the diagnostic results state that the user has a normal skin type.


Android; Certainty Factor; Expert System; Facial Skin; Forward Chaining

Full Text:


Article Metrics

Abstract View: 107 times | PDF View: 36 times


R. Pebrianto, S. N. Nugraha, and W. Gata, “Perancangan Sistem Pakar Penentuan Jenis Kulit Wajah Menggunakan Metode Certainty Factor,” IJCIT (Indonesian J. Comput. Inf. Technol., vol. 5, no. 1, pp. 83–93, 2020, doi: 10.31294/ijcit.v5i1.7408.

S. A. Wulandari, W. A. Prasetyanto, and M. D. Kurniatie, “Classification of Normal , Oily and Dry Skin Types Using a 4- Connectivity and 8-Connectivity Region Properties Based on Average Characteristics of Bound,” J. Transform., vol. 17, no. 01, pp. 78–87, 2019.

J. Y. Hong, S. J. Park, S. J. Seo, and K. Y. Park, “Oily sensitive skin: A review of management options,” J. Cosmet. Dermatol., vol. 19, no. 5, pp. 1016–1020, 2020, doi: 10.1111/jocd.13347.

O. A. Oninla, S. O. Oninla, B. I. Otike-Odibi, M. M. Oripelaye, F. O. Olanrewaju, and T. Mohammed, “African Skin: Different Types, Needs and Diseases,” Int. J. Trop. Dis. Heal., vol. 36, no. 3, pp. 1–13, 2019, doi: 10.9734/ijtdh/2019/v36i330143.

I. H. Santi and B. Andari, “Sistem Pakar Untuk Mengidentifikasi Jenis Kulit Wajah dengan Metode Certainty Factor,” INTENSIF J. Ilm. Penelit. dan Penerapan Teknol. Sist. Inf., vol. 3, no. 2, p. 159, 2019, doi: 10.29407/intensif.v3i2.12792.

I. H. Santi and B. Andari, “Analisa Perancangan Sistem Pakar Untuk Mengidentifikasi Jenis Kulit Wajah,” vol. 2, pp. 1–8, 2019.

A. S. Sembiring et al., “Implementation of Certainty Factor Method for Expert System,” J. Phys. Conf. Ser., vol. 1255, no. 1, 2019, doi: 10.1088/1742-6596/1255/1/012065.

Y. K. Kumarahadi, M. Z. Arifin, S. Pambudi, T. Prabowo, and K. Kusrini, “Sistem Pakar Identifikasi Jenis Kulit Wajah Dengan Metode Certainty Factor,” J. Teknol. Inf. dan Komun., vol. 8, no. 1, pp. 21–27, 2020, doi: 10.30646/tikomsin.v8i1.453.

Y. Bin Lee et al., “Baumann skin type in the Korean male population,” Ann. Dermatol., vol. 31, no. 6, pp. 621–630, 2019, doi: 10.5021/ad.2019.31.6.621.

S. M. Journal, “Sumatera Medical Journal,” vol. 02, no. 01, pp. 1–6, 2019.

P. S. Sukanto, R. T. Subagio, and D. C. Natalie, “Implementasi Sistem Pakar Dalam Menentukan Jenis Perawatan Kulit Wajah Menggunakan Metode Forward Chaining,” Smatika J., vol. 9, no. 02, pp. 65–72, 2020, doi: 10.32664/smatika.v9i02.389.

I. Sinuraya, A. Triayudi, and I. D. Sholihati, “Covid-19 Diagnosis Based Android Mobile Application using Certainty Factor Method,” Sisfotenika, vol. 10, no. 2, p. 203, 2020, doi: 10.30700/jst.v10i2.968.

S. Rofiqoh, D. Kurniadi, and A. Riasyah, “Sistem Pakar Diagnosa Penyakit Pada Tanaman Karet Menggunakan Metode Forward Chaining,” Ranc. Bangun e-CRM pada Pasar Murah Solo, vol. 1, no. 1, pp. 54–56, 2020.

J. Nasir and Z. H. Gultom, “Sistem Pakar Untuk Mendeteksi Kerusakan Pada Sepeda Motor Dengan Menggunakan Metode Forward Chaining Berbasis Web,” Digit. Zo. J. Teknol. Inf. dan Komun., vol. 9, no. 1, pp. 42–58, 2018, doi: 10.31849/digitalzone.v9i1.1075.

L. Safira, B. Irawan, and C. Setiningsih, “Implementation of the Certainty Factor Method for Early Detection of Cirrhosis Based on Android,” J. Phys. Conf. Ser., vol. 1201, no. 1, 2019, doi: 10.1088/1742-6596/1201/1/012053.

E. S. Palupi, S. M. Pahlevi, U. Bina, S. Informatika, P. Magister, and I. Komputer, “Diagnosa Depresi pada Mahasiswa Menggunakan Metode Certainty Factor dan Forward Chaining,” Inti Nusa Mandiri, vol. 14, no. 2, pp. 133–138, 2020.

Bila bermanfaat silahkan share artikel ini

Berikan Komentar Anda terhadap artikel Kombinasi Metode Certainty Factor dan Forward Chaining untuk Identifikasi Jenis Kulit Wajah Berbasis Android


  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

STMIK Budi Darma
Sekretariat : Jln. Sisingamangaraja No. 338 Telp 061-7875998
email : mib.stmikbd@gmail.com

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.