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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) Proceedings of KNASTIK TEKNOLOGI: Jurnal Ilmiah Sistem Informasi Jurnal Teknologi Informasi dan Ilmu Komputer Jurnas Nasional Teknologi dan Sistem Informasi Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika Seminar Nasional Teknologi Informasi Komunikasi dan Industri JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI ILKOM Jurnal Ilmiah SISFO International Journal of Social Science and Business Data Science: Journal of Computing and Applied Informatics ILKOMNIKA: Journal of Computer Science and Applied Informatics Jurnal Impresi Indonesia Sewagati Jurnal Teknik Elektro dan Komputer Khazanah Informatika : Jurnal Ilmu Komputer dan Informatika
Ahmad Muklason
Institut Teknologi Sepuluh Nopember
Religion Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Public Health Social Sciences Other

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PENDEKATAN HYPER HEURISTIC DENGAN KOMBINASI ALGORITMA PADA EXAMINATION TIMETABLING PROBLEM Supoyo, Vicha Azthanty; Muklason, Ahmad
ILKOM Jurnal Ilmiah Vol 11, No 1 (2019)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v11i1.420.34-44

Abstract

Generally, exam scheduling is still done manually and definitely will take a long time. Many researches have developed various studies to find a more appropriate strategy. Hyperheuristic was proposed in this study. In Hyperheuristic, Simple Random is used as a strategy for selecting low-level-heuristic while Hill Climbing and Simulation Annealing as move acceptance strategy. The Carter dataset is used as a test for the algorithms. We proposed testing datasets with a time limit of 15 minutes up to 1 hour and the results were compared with the research conducted by Carter et al (1996) as an initial study using that dataset. In addition, dataset, the number of iterations, and the time limit are as same as one of the literatures which will then be compared. The results obtained show that one pair of algorithms proposed in this study is better than the literature while other algorithms also provide significant results.
Analisis Penerapan Standar Interoperabilitas Data Simrs dan BPJS Kesehatan Dalam Implementasi Rekam Medis Elektronik Ahdy Atma; Ahmad Muklason
Jurnal Impresi Indonesia Vol. 5 No. 8 (2026): Jurnal Impresi Indonesia
Publisher : Riviera Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58344/jii.v5i8.8024

Abstract

Interoperabilitas data kesehatan menjadi tantangan kritis dalam pertukaran data antara fasilitas kesehatan dan BPJS Kesehatan di Indonesia, dengan ketidakseragaman format data, inkonsistensi terminologi medis, dan fragmentasi sistem informasi menyebabkan inefisiensi bagi lebih dari 242 juta peserta Jaminan Kesehatan Nasional. Penelitian ini bertujuan menganalisis penerapan standar HL7 FHIR untuk meningkatkan interoperabilitas data antara SIMRS dan sistem BPJS Kesehatan dalam konteks Rekam Medis Elektronik (RME), serta merumuskan roadmap implementasi operasional. Penelitian menggunakan pendekatan kualitatif deskriptif-analitis dengan studi kasus di RS Primaya, meliputi studi literatur, analisis standar (FHIR R4, ISO/IEC 25012, 27001, 27799, ISO 8000), observasi, wawancara dengan 12 informan lintas fungsi, dan analisis log transaksi VClaim selama enam bulan (>15.000 klaim/bulan), dianalisis melalui pemetaan BPMN, gap analysis terhadap FHIR R4/ISO, dan FHIR Maturity Model pada lima dimensi kesiapan. Temuan menunjukkan error rate klaim BPJS 18-22% (mismatch ICD-10 34%, data tidak lengkap 27%, identitas tidak sesuai 17%), duplikasi rekam medis 14,4%, verifikasi kepesertaan rata-rata 4 menit 32 detik, skor FHIR readiness 2,9 dari 5, dan kepatuhan ISO/IEC 27001 baru 58,8%. Dari 140+ resource FHIR R4, teridentifikasi 18 resource inti pada tujuh fase siklus pelayanan. Proyeksi integrasi FHIR memangkas waktu verifikasi menjadi <8 detik (naik 97%), error rate <3%, duplikasi <1%, dengan ROI tahun pertama ~105% dan payback period delapan bulan. Roadmap empat fase (Fondasi, Pilot, Ekspansi, Maturitas) diusulkan bagi Kemenkes, BPJS Kesehatan, rumah sakit, dan vendor SIMRS, mencakup blueprint adopsi FHIR, Master Patient Index nasional berbasis NIK, migrasi API VClaim/PCare ke FHIR R4 native, pembentukan Health Data Governance Committee, dan pelatihan coding ICD-10.
Co-Authors Adi Suryani, Adi Aelisa Nailin Nabila Agung Premananda, I Gusti Ahdy Atma Ahlan Robbani, Shof Rijal Alda Muhammad Sulaiman Amalia Utamima Amalinda Jayanty Angelita Depari, Helena Arif Djunaidy Arif Nuriman, Muhammad Berto Mulia Wibawa Diaz Perdana Emral Hakim Endarko Endarko Eskalalita, Eskalalita Fabroyir, Hadziq Faizal Mahananto Fajar Kurnia Malays Feby Artwodini Muqtadiroh Firdaus, Anang Grandys Frieska Prassida Hanif Mitsal Mahatta Hardhika Propitadewa I Gusti Agung Premananda I Gusti Agung Premananda Indraswari, Rarasmaya Ita Ulfin Jeremy Diaz Prasetyo Jihaan Harvi Habibah Lailatul Qadariyah Laura Wilhelmina Theresia M. Fiqri Ananda Marom, Ahsanul Mashuri Mashuri Mochamad Zidan Aqila Kamil Muhammad Ali Fikri Muhammad Aliffiro Naufal Muhammad Arif Nuriman Muhammad Daffa Maulana Muhammad Hisyam Muhammad Reza Pahlawan Naufal Rafiawan Basara Nazriyah Deni Tsaniyah Nur Aini Rakhmawati Nur Khofifah Nur Laila Nur Nindya Risnina Premananda, I Gusti Agung Putri, Malfa Liya Rahadiantino, Lienggar Rahma Fauzia Rahmawati, Deti Rahmawati, Deti Raras Tyas Nurita Raras Tyasnurita Retno A. Vinarti Retno Aulia Vinarti Riksakomara, Edwin Rizal Risnanda Hutama Septica Tiara Indah Permatasari Setiawan Setiyo Gunawan Soedarso Soedarso Soedarso Soedarso Soedarso, Soedarso Supoyo, Vicha Azthanty Supoyo, Vicha Azthanty Sutikno Tendio, Yusnardo Tri Achmadi Tsani Nahdliyah Ulya, Athiyatul Wiwik Anggraeni Wiwik Anggraeni Yunianto, Rahmanizar Maksum