QISTINA: Jurnal Multidisiplin Indonesia
Vol 3, No 2 (2024): December 2024

Implementation of AI in Student Health Risk Analysis: Case Study Using Random Forest and SVM Algorithms

Daulay, Parhan (Unknown)
Ridho, Muhammad (Unknown)
Hidayat, Muhammad Ferdiansyah (Unknown)
Dewi, Sri (Unknown)
Ramadhani, Fanny (Unknown)



Article Info

Publish Date
30 Nov 2024

Abstract

The health of students on campus is often threatened by stress and unhealthy living habits, such as poor sleep patterns or lack of physical activity. Students' health is important to their achievement and well-being. By using AI and machine learning algorithms such as Random Forest and Support Vector Machine (SVM), we can analyze health data more quickly and accurately. This helps detect problems early and provide timely assistance. Early identification of students who have the potential to experience health problems, so that timely intervention can be carried out. This research uses quantitative methods by collecting from various sources related to the use of AI and machine learning algorithms in analyzing student health at Medan State University. Data was collected through a survey at Medan State University, covering daily habits such as sleep patterns, physical activity and stress levels. With the results of this analysis, campuses can design health policies that are more effective and appropriate to student needs. It is hoped that this research can contribute to improving the health and well-being of students in the campus environment, as well as preventing more serious health problems in the future.

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Journal Info

Abbrev

qistina

Publisher

Subject

Religion Economics, Econometrics & Finance Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Nursing

Description

QISTINA: Jurnal Multidisiplin Indonesia is a journal that publishes Focus & Scope research articles, which include: 1. Humanities and social sciences 2. Contemporary political science 3. Education science 4. Religion and philosophy 5. engineering science 6. Business and economy 7. cooperative 8. ...