ANALISIS CRYPTOCURRENCY MENGGUNAKAN SISTEM PAKAR BERBASIS FORWARD CHAINING DAN CERTAINTY FACTOR

Muhammad Rizky Fattahuddin

Abstract


Cryptocurrency has become a crucial subject in the global financial ecosystem. This paper addresses the analysis of cryptocurrency using an expert system approach based on forward chaining and certainty factor. The objective is to develop a framework capable of predicting crypto market behavior with high accuracy. The method utilizes an expert system to analyze historical data, identify patterns, and consider factors influencing the value of crypto assets. Forward chaining enables the system to incrementally build knowledge, while certainty factor accounts for the confidence level in assessments. Through careful experimentation and evaluation, the results indicate a promising level of accuracy in predicting cryptocurrency market movements. This research provides a foundation for further development in cryptocurrency market analysis and the application of expert systems in the context of modern finance.

Full Text:

PDF

References


E. Ernawati, D. Hidayatullah, and I. Fitri, "Expert System for Delirium in COVID-19 Elderly Patients Using Certainty Factor and Forward Chaining Method," Jurnal Media Informatika Budidarma, vol. 6, no. 1, p. 434, 2022. https://doi.org/10.30865/mib.v6i1.3503

N. N. Fakhriyah, F. Bimantoro, G. Pasek, and S. Wijaya, "Expert System for Diagnosing Goats Disease using Forward Chaining and Certainty Factor," Jtika, vol. 3, no. 1, pp. 72–84, 2021. http://jtika.if.unram.ac.id/index.php/JTIKA/

S. Hartono and R. Budiarsih, "Potential Success of Income Tax Implementation on Crypto Asset Transactions in Indonesia," Jurnal Pajak Dan Keuangan Negara (PKN), vol. 4, no. 1, pp. 132–146, 2022. https://doi.org/10.31092/jpkn.v4i1.1740

M. Jufri and D. P. Caniago, "Design of an Expert System for Otitis Disease Diagnosis using Forward Chaining and Certainty Factor Method," Jurnal Teknologi Dan Sistem Informasi Bisnis, vol. 4, no. 2, pp. 333–340, 2022. https://doi.org/10.47233/jteksis.v4i2.510

A. L. Kalua, Veronika H., and D. T. Salaki, "Expert System for Malaria Disease Diagnosis with Certainty Factor and Forward Chaining," Journal of Information Technology, Software Engineering and Computer Science (ITSECS), vol. 1, no. 1, pp. 22–34, 2022. https://doi.org/10.58602/itsecs.v1i1.10

I. Kurniawan, L. Isyriya, and A. Tirtana, "Web-based Expert System for Diagnosing Dental and Oral Diseases in Humans using Forward Chaining and Certainty Factor Method," J-Intech, vol. 9, no. 02, pp. 91–100, 2021. https://doi.org/10.32664/j-intech.v9i02.556

F. Nuraeni, R. Erwin, G. Rahayu, and M. R. Renaldi, "Web-Based Expert System Application for Diagnosing Mental Disorders using Forward Chaining and Certainty Factor," pp. 620–629.

S. Nurajizah, I. Yulianti, E. P. Saputra, and R. K. Dewi, "Implementation of Forward Chaining, Certainty Factor, and Dempster Shafer Methods on Expert System for Dental and Oral Disease Diagnosis," Jurnal Komtika (Komputasi Dan Informatika), vol. 5, no. 2, pp. 92–102, 2021. https://doi.org/10.31603/komtika.v5i2.5995

R. Rosmaneli, "Analysis of Expert System for Diagnosing Pests and Diseases in Betel Plants using Forward Chaining Method," Selodang Mayang: Jurnal Ilmiah Badan Perencanaan Pembangunan Daerah Kabupaten Indragiri Hilir, vol. 6, no. 2, p. 126, 2020. https://doi.org/10.47521/selodangmayang.v6i2.173

A. V. D. Sano, "Web-Based Expert System for Early Recognition of Individual Investment Characteristics," ComTech: Computer, Mathematics and Engineering Applications, vol. 3, no. 1, p. 281, 2012. https://doi.org/10.21512/comtech.v3i1.2414

A. Shafira Salma, A. Burhanuddin, and D. Fransisca Chika, "Expert System in Identifying Diseases in Tilapia using Forward Chaining and Certainty Factor Method," Smart Comp: Jurnalnya Orang Pintar Komputer, vol. 11, no. 3, pp. 396–404, 2022. https://doi.org/10.30591/smartcomp.v11i3.3788

A. Taufik, "Expert System Using Forward Chaining and Certainty Factor Method for Diagnosing Stages of Drug Users," Swabumi, vol. 7, no. 2, pp. 109–113, 2019. https://doi.org/10.31294/swabumi.v7i2.6462

T. Titin, "Decision Making Analysis in Forex Trading Transactions at Fxindo Regional Lamongan," Jurnal Ekbis, vol. 14, no. 2, p. 5, 2015. https://doi.org/10.30736/ekbis.v14i2.121

G. Yosefanita, B. T. Hanggara, and R. I. Rokhmawati, "Comparison Analysis of User Experience in Investment Applications using UX Curve (Study on Bibit and Ajaib)," Jurnal Teknologi Informasi Dan Ilmu Komputer, vol. 9, no. 7, p. 1589, 2022. https://doi.org/10.25126/jtiik.2022976749

D. T. Yuwono, A. Fadlil, and S. Sunardi, "Application of Forward Chaining and Certainty Factor Methods in Expert System for Diagnosing Orchid Pests," Klik - Kumpulan Jurnal Ilmu Komputer, vol. 4, no. 2, p. 136, 2017. https://doi.org/10.20527/klik.v4i2.89




DOI: http://dx.doi.org/10.26798/juti.v3i2.1151

Article Metrics

Abstract view : 4 times
PDF - 4 times

Refbacks

  • There are currently no refbacks.


Copyright (c) 2025 Muhammad Rizky Fattahuddin

Jurnal Teknologi Informasi

Published by
Fakultas Teknologi Informasi
Universitas Teknologi Digital Indonesia (d.h STMIK AKAKOM)

Jl. Raya Janti (Majapahit) No. 143 Yogyakarta, 55198
Telp. (0274)486664

Website : https://www.utdi.ac.id/

e-ISSN


Creative Commons License

JuTI "Jurnal Teknologi Informasi" 
by Fakultas Teknologi Informasi, Universitas Teknologi Digital Indonesia 
is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.