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All Journal Compiler Innovative: Journal Of Social Science Research
Deny Adi Setyawan
Politeknik Pelayaran Banten
Humanities Computer Science & IT Law, Crime, Criminology & Criminal Justice Public Health Other

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Evaluasi Kebijakan Dukungan Industri Pelayaran Untuk Meningkatkan Daya Saing Ekonomi Maritim Anggeranika, Vidiana; Zulkarnain, Mokhammad; Setyawan, Deny Adi
Innovative: Journal Of Social Science Research Vol. 3 No. 6 (2023): Innovative: Journal Of Social Science Research
Publisher : Universitas Pahlawan Tuanku Tambusai

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Abstract

Penelitian ini bertujuan untuk mengevaluasi kebijakan dukungan industri pelayaran yang telah diterapkan untuk meningkatkan daya saing ekonomi maritim di Indonesia. Pelayaran memegang peran strategis dalam perdagangan dan konektivitas maritim, dan kebijakan dukungan yang tepat dapat membantu meningkatkan kinerja dan daya saing industri ini dalam skala nasional maupun global. Metode penelitian yang digunakan adalah analisis kebijakan dan studi kasus. Data primer akan dikumpulkan melalui wawancara dengan para pemangku kepentingan, seperti perusahaan pelayaran, asosiasi industri, dan pemerintah terkait. Selain itu, data sekunder seperti undang-undang, regulasi, dan laporan ekonomi maritim akan dianalisis untuk mengevaluasi dampak dari kebijakan dukungan yang telah diterapkan. Penelitian ini akan mengevaluasi berbagai kebijakan dukungan industri pelayaran yang telah ada, seperti insentif fiskal, pembiayaan, pengembangan infrastruktur, pelatihan tenaga kerja, dan dukungan riset dan inovasi. Analisis akan difokuskan pada efektivitas kebijakan dalam meningkatkan daya saing ekonomi maritim Indonesia, serta mengidentifikasi potensi perbaikan dan penyesuaian kebijakan yang lebih baik sesuai dengan perubahan lingkungan ekonomi dan maritim yang terjadi.
A Comparative Analysis between K-Means and Agglomerative Clustering Techniques in Maritime Skill Certification Setyawan, Deny Adi; Purwatiningsih, Agustina
Compiler Vol 13, No 1 (2024): May
Publisher : Institut Teknologi Dirgantara Adisutjipto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28989/compiler.v13i1.2158

Abstract

The maritime industry must constantly adjust seafarer training to meet evolving operational demands and ensure compliance with new regulations. This study addresses the challenge of assessing the relevance of Certificate of Proficiency (COP) services by categorizing them to determine which qualifications are essential for marine professionals. The goal is to identify obsolete or misaligned training programs that need updates or enhancements to better serve industry needs. To this end, the study employed two clustering algorithms, K-Means and Agglomerative Clustering, on data from 2021 to 2023. K-Means was chosen for its efficiency in processing large datasets and creating clear, non-overlapping groups. Agglomerative Clustering was selected for its ability to offer a detailed, hierarchical view of data, which helps in understanding the complex structure of certification demands more comprehensively. The analysis identified three main clusters; notably, Cluster 2 indicated a high demand for critical certifications, while Cluster 1, containing the majority of certifications, received little interest, suggesting they may be less relevant. This insight encourages training providers to consider refining their offerings. Although comprehensive, the study's three-year timeframe suggests extending this period in future research for a more detailed trend analysis and forecasting in maritime training adaptations.
Co-Authors Mokhammad Zulkarnain Purwatiningsih, Agustina Vidiana Anggeranika