Expert System in Analyzing Stress Levels in Factory Employees Using the Certainty Factor Method

Factory employees are jobs that have high enough pressure, therefore they are prone to stress. Employees who experience stress have an impact on reducing productivity. This study aims to design and build to diagnose stress levels in factory employees with the Certainty Factor (CF) method. Data collection is done by means of a mental specialist and the distribution of questionnaires to factory employees. In this technological development, expert systems can be used to prevent employees from experiencing high work stress by identifying it early on so that advice can be given. This system is designed with the PHP programming language and MySQL database. The expert system with the Certainty Factor (CF) method has a fairly high level of accuracy, with a certainty level of 85% and can be a management tool in making decisions related to employee mental health.

Authors

Institutions

Publication Details

Journal
INOVTEK Polbeng - Seri Informatika
Published
2025-08-03
DOI
https://doi.org/10.35314/qc6ag389
Primary Topic
Edcuational Technology Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Expert System in Analyzing Stress Levels in Factory Employees Using the Certainty Factor Method

Abdul Rohman, Aya Sofia Dinafa
INOVTEK Polbeng - Seri Informatika
Edcuational Technology Systems
article

Expert System in Analyzing Stress Levels in Factory Employees Using the Certainty Factor Method

Abdul Rohman, Aya Sofia Dinafa
article en

Abstract

Factory employees are jobs that have high enough pressure, therefore they are prone to stress. Employees who experience stress have an impact on reducing productivity. This study aims to design and build to diagnose stress levels in factory employees with the Certainty Factor (CF) method. Data collection is done by means of a mental specialist and the distribution of questionnaires to factory employees. In this technological development, expert systems can be used to prevent employees from experiencing high work stress by identifying it early on so that advice can be given. This system is designed with the PHP programming language and MySQL database. The expert system with the Certainty Factor (CF) method has a fairly high level of accuracy, with a certainty level of 85% and can be a management tool in making decisions related to employee mental health.

INOVTEK Polbeng - Seri InformatikaVol. 10(3)
Universitas Galuh (ID)
Openalex Percentile: Top 90%
Edcuational Technology Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Expert System in Analyzing Stress Levels in Factory Employees Using the Certainty Factor Method — Abdul Rohman, Aya Sofia Dinafa · INOVTEK Polbeng - Seri Informatika (2025) | TGRS Research Map | TGRS