Matrik : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer
Vol 23 No 2 (2024)

Unsafe Conditions Identification Using Social Networks in Power Plant Safety Reports

Annisa’ul Mubarokah (Universitas Muhammadiyah Sidoarjo, Sidoarjo, Indonesia)
Rita Ambarwati (Universitas Muhammadiyah Sidoarjo, Sidoarjo, Indonesia)
Dedy Dedy (PLN Nusantara Power, Surabaya, Indonesia)
Mashhura Toirхonovna Alimova (Samarkand Institute of Economics and Service, Samarkand, Uzbekistan)



Article Info

Publish Date
16 Mar 2024

Abstract

Power plants in Indonesia grapple with significant challenges in managing occupational health and safety. Power generation companies urgently need to reduce workplace accidents every year and need an application for reporting every potential workplace hazard. The huge reporting data in applications such as IZAT requires thorough analysis to find out the pattern and distribution. This research aims to facilitate the company in hazard mitigation by identifying reported unsafe conditions and building a semantic association network to understand the nature of unsafe conditions between Paiton and Indramayu generating units. The research method uses social network analysis, which is carried out by preprocessing the data using programming to remove noise and then converting the data into a readable format. Then, semantic relationships between words were analyzed, and the data was visualized using the ForceAtlas2 algorithm. The findings revealed a different focus between the two units, where 6.597 reports from the Paiton generating unit mainly highlighted team response and accident-prone workplace conditions, while 5.840 reports from the Indramayu unit emphasized specific conditions, locations, and equipment that pose accident risks

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Journal Info

Abbrev

matrik

Publisher

Subject

Computer Science & IT

Description

MATRIK adalah salah satu Jurnal Ilmiah yang terdapat di Universitas Bumigora Mataram (eks STMIK Bumigora Mataram) yang dikelola dibawah Lembaga Penelitian dan Pengabadian kepada Masyarakat (LPPM). Jurnal ini bertujuan untuk memberikan wadah atau sarana publikasi bagi para dosen, peneliti dan ...