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All Journal Journal of Applied Data Sciences JT-IBSI (Jurnal Teknik Ibnu Sina)
Nur Shilah
Institut Teknologi Batam
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering

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Evaluasi Waktu Kerja Operator pada Proses Cutting di Perusahaan Manufaktur dengan Metode Maynard Operation Sequence Technique (MOST): Evaluasi Waktu Kerja Operator pada Proses Cutting di Perusahaan Manufaktur dengan Metode Maynard Operation Sequence Technique (MOST) M Ansyar Bora; Gunadi; Ririt Dwiputri Permatasari; Herman; Nur Shilah
Jurnal Teknik Ibnu Sina (JT-IBSI) Vol. 9 No. 02 (2024): JT-IBSI (Jurnal Teknik Ibnu Sina)
Publisher : Fakultas Teknik Universitas Ibnu Sina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36352/jt-ibsi.v9i02.991

Abstract

Produktivitas kerja menjadi perhatian penting dalam industri karena berpengaruh langsung terhadap efisiensi dan output perusahaan. Penelitian ini bertujuan untuk menganalisis metode kerja operator cutting proses di Perusahaan manufaktur dengan menggunakan metode Maynard Operation Sequence Technique (MOST). Masalah utama yang ditemukan adalah banyaknya waktu kerja yang terbuang akibat aktivitas transportasi operator, yang berdampak pada rendahnya output produksi. Metode kerja awal menunjukkan waktu baku sebesar 30,015 menit/box dengan output standar 16 box/hari atau 672 lembar material/hari. Dengan menghilangkan aktivitas transportasi dalam metode kerja usulan, waktu baku menurun menjadi 20,4775 menit/box, menghasilkan output standar 24 box/hari atau 1008 lembar material/hari, sehingga mencapai target perusahaan. Hasil penelitian ini menunjukkan bahwa perbaikan metode kerja dapat meningkatkan efisiensi waktu dan jumlah produksi secara signifikan. Temuan ini penting untuk mendukung peningkatan produktivitas tenaga kerja dan optimalisasi proses produksi di industri manufaktur.
Evaluating Usability and Clustering of SILCARE System for MSME Shipping: A Data-Driven Approach Using SUS and User Behavior Analysis Ririt Dwiputri Permatasari; M Ansyar Bora; Luki Hernando; Tommy Saputra; Haidil Fauzan; Nur Shilah; Tia Andini Salsabila
Journal of Applied Data Sciences Vol 6, No 2: MAY 2025
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v6i2.590

Abstract

The SILCARE system is a digital logistics platform designed to optimize shipping operations for Micro, Small, and Medium Enterprises (MSMEs). This study evaluates its usability and user behavior patterns through System Usability Scale (SUS) assessments and clustering analysis. The research involved 100 SME users performing key system tasks such as registration, product management, and order confirmation. The SUS results showed a significant usability improvement, with the pre-test score of 74.5 (B grade) increasing to 90.25 (A grade) in the post-test, indicating enhanced user experience. User interaction data analysis revealed that registration took an average of 7.11 minutes, product addition 8.91 minutes, and order confirmation 5.15 minutes. Clustering using DBSCAN identified four distinct user groups, highlighting behavioral differences, where 37% of users struggled with complex tasks while 25% displayed balanced engagement. These findings inform targeted system improvements, such as simplifying workflows for new users and enhancing features for power users. The novelty of this study lies in integrating usability testing with behavior-driven clustering to refine a logistics platform tailored to MSMEs. By leveraging data-driven insights, the SILCARE system contributes to digital transformation in MSME logistics, improving operational efficiency and user satisfaction The paper explores the development process of the system, starting from the requirements gathering phase, where user needs were identified through extensive surveys and interviews with stakeholders. The iterative prototyping method allowed for the creation of an initial version of the system that was refined based on user feedback, ensuring that the final product met both functional and usability standards. The SILCARE system holds substantial promise for MSMEs, offering a digital solution for streamlining logistics and shipping processes and contributing to the overall success of small businesses.
Co-Authors Gunadi Haidil Fauzan Herman Herman Hernando, Luki M Ansyar Bora Ririt Dwiputri Permatasari Tia Andini Salsabila Tommy Saputra