Analysis of Decreased Public Awareness in the Application of Health Protocols with the C4.5 . Algorithm
Keywords:C4.5 Algorithm, Covid-19, Data Mining, Society
AbstractThe purpose of this study is to determine the dominant factors that affect the decline in public awarenesson the application of health protocols using the C4.5 Algorithm. Sources of data used in this study obtained by conducting observations and interviews. The variables used include (1) Employment, (2) Environment, (3) Sanctions and (4) Concern. The research test process uses RapidMiner software to create a decision tree. The results obtained 6 rules with 4 rules decreasing status and 2 rules increasing status. The level of accuracy obtained is 100%. The results of this study are expected to be input for the surrounding community to better understand the importance of implementing health protocols at this time, so that they can help the Government to succeed in the health protocol awareness program in inhibiting the spread of Covid-19 in Indonesia.
J. Publicuho, D. Tuwu, and K. Kendari, “GOVERNMENT POLICY IN MANAGING THE COVID-19 PANDEMIC,” vol. 3, no. 2, pp. 267–278, 2020, doi:10.35817/jpu.v3i2.12535.
EP Cynthia and E. Ismanto, "Decision Tree Algorithm Method C.45 in Classifying Sales Data," J. Ris. Sis. inf. Dan Tech. information., vol. (3) July, no. July, pp. 1–13, 2018.
Taufiq and Y. Yudihartanti, "Application of the C4.5 Algorithm Classification of Student Graduation Levels," Semin. Nas. Computer Science., vol. 2, pp. 153–162, 2019.
KF Irnanda, D. Hartama, and AP Windarto, “C4 Classification Analysis. 5 Against the Factors that Cause the Decline of Student Learning Achievement During the Pandemic Period,” vol. 5, pp. 327–331, 2021, doi:10.30865/mib.v5i1.2763.
J. Jurnal and S. Information, “APPLICATION OF DATA MINING FOR WALLPAPER SALES PREDICTION USING C4 ALGORITHM. 5 STMIK Royal, Ksiaran,” vol. 2, 2016.
IA Muis, M. Affandes, IA Muis, P. Studi, T. Informatika, and F. Sains, "Application of Support Vector Machine (SVM) Method Using Kernel Radial Basis Function (RBF) in Tweet Classification," vol. 12, no. 2, pp. 189–197, 2015.
Z. Muhammad, "Process Mining School Academics Using Rapid Miner,” Vol. 2, no. 10, pp. 47–51, 2019.
S. Case and S. Pringsewu, “ANALYSIS OF STUDENT SATISFACTION WITH ACADEMIC SERVICES
USING THE C4 ALGORITHM METHOD. 5," vols. 02, no. 01, pp. 1–11, 2016.
L. Farokhah, Y. Ubaidillah, and RA Yulianti, "Covid-19 Health Protocol Disciplinary Counseling in Gandul Village, Cinere
District, Depok City," Semin. Nas. servant. Masy. LPPM UMJ, pp. 1–8, 2020.
RK Sari, "Identification of the Causes of Citizens' Non-compliance with the Implementation of 3M Health Protocols During the Covid-19 Pandemic," J. AKRAB JUARA, vol. 6, no. 1, pp. 84–94, 2021.
How to Cite
Copyright (c) 2021 Journal of Artificial Intelligence and Engineering Applications (JAIEA)
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.