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All Journal Elkom: Jurnal Elektronika dan Komputer Jurnal Riset Informatika Journal of Innovation Research and Knowledge Jurnal Teknologi dan Manajemen Industri Terapan STORAGE: Jurnal Ilmiah Teknik dan Ilmu Komputer Gudang Jurnal Multidisiplin Ilmu Jurnal Sains Student Research Jurnal Ilmiah Multidisiplin Ilmu Jurnal Riset Teknik Komputer Jurnal Computer and Technology SITEKNIK: Sistem Informasi, Teknik dan Teknologi Terapan
Akhlis Munazilin
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Religion Aerospace Engineering Arts Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Public Health Social Sciences Other

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PROTOTYPE SISTEM MONITORING, DETEKSI KEBAKARAN DAN NOTIFIKASI BERBASIS IoT (Internet of Things) Irfan; Akhlis Munazilin; Abdul Ghofur
Journal of Innovation Research and Knowledge Vol. 4 No. 2: Juli 2024
Publisher : Bajang Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53625/jirk.v4i2.7877

Abstract

: Fire is a situation where a building in a place such as a house/settlement, factory, market, building and so on is being hit by fire which causes casualties and/or losses, therefore fire is categorized as a disaster. There were 17,768 fire cases that occurred in Indonesia throughout 2021, of which 5,274 were caused by electrical short circuits or around 45%. The source of the fire itself is an electrical short circuit (70% of residential fires), gas cylinder/gas stove leaks, cigarette butts, and hot weather. From several previous studies, the system/equipment created was indoors and would only focus on certain houses/buildings. The difference that researchers made was using the Smart Village concept. Halim Iskandar defines Smart Village as village development based on the application of appropriate technology. By implementing this technology, it is hoped that villages can achieve various breakthrough achievements so that they meet the qualifications to enter the independent village category. Therefore, an outdoor system is needed to monitor, detect and provide warnings before a fire grows, so that the community works together to extinguish the fire while waiting for the fire brigade to arrive.
PERANCANGAN ARSITEKTUR ENTERPRISE DALAM SISTEM PENILAIAN SANTRI DI LINGKUNGAN LEMBAGA I’DADIYAH MENGGUNAKAN METODE TOGAF Akhlis Munazilin; Wardatul Gufronia; Syirva Nada Fidya
Jurnal Ilmiah Multidisiplin Ilmu Vol. 2 No. 6 (2025): Desember : Jurnal Ilmiah Multidisiplin Ilmu (JIMI)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/we8hz633

Abstract

Management of student assessments in Islamic boarding schools, especially at the Madrasah I’dadiyah level, is still largely manual and fragmented, making it difficult to monitor students’ academic development and character effectively (Hidayat, 2019). This study aims to design an Enterprise Architecture for the student assessment system using the TOGAF (The Open Group Architecture Framework) method, known as a standard framework for structured enterprise architecture design (The Open Group, 2018; Lankhorst, 2017). The research approach was carried out through a case study at the Madrasah I’dadiyah Islamic Boarding School Salafiyah Syafi’iyah Sukorejo, which combines business needs analysis, application architecture design, data, and technology (Erl, Khattak, & Buhler, 2017; Nurhadi & Susanto, 2020). The results of the study indicate that the application of TOGAF ADM can produce an integrated system architecture, enabling more efficient, accurate, and easily accessible assessment data management by Islamic boarding school managers. The proposed system also supports data-driven decision-making, facilitates the evaluation of students' academic and moral development, and strengthens educational management within the I'dadiyah environment. This research contributes to the development of an enterprise architecture-based educational information system in Islamic boarding schools.
PERANCANGAN ARSITEKTUR ENTERPRISE PADA MTS SALAFIYAH SYAFIIYAH PUTRI MENGGUNAKAN METODE TOGAF ADM Akhlis Munazilin; Risma Nur Kholishah; Nur Sahila Chapsah
Jurnal Ilmiah Multidisiplin Ilmu Vol. 2 No. 6 (2025): Desember : Jurnal Ilmiah Multidisiplin Ilmu (JIMI)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/80117918

Abstract

The development of information technology demands that educational institutions have integrated and well-managed information systems to support the effectiveness and efficiency of the educational process. MTs Salafiyah Syafi'iyah Putri (MTs Ibrahimy Sukorejo), as an Islamic boarding school-based educational institution, faces challenges in managing its information system, which is still not fully integrated. This research aims to design an Enterprise Architecture as a basis for developing an information system aligned with the needs and objectives of the madrasah. The method used in this research is TOGAF ADM (The Open Group Architecture Framework - Architecture Development Method). The stages applied include the Preliminary Phase, Architecture Vision, Business Architecture, Application Architecture, Technology Architecture, and Opportunities and Solutions. The research results in the form of an Enterprise Architecture blueprint design that encompasses business, application, data, and technology architecture. This design is expected to serve as a strategic reference in the development of an integrated, efficient, and sustainable information system at MTs Salafiyah Syafi'iyah Putri.
ANALISIS KLASIFIKASI ARAH HARGA KRIPTO MENGGUNAKAN POHON KEPUTUSAN (DECISION TREE): PENGUJIAN KETERGANTUNGAN PADA FITUR LAGGED DAN INDIKATOR TEKNIS Fakhri Cholil, Muhammad; Akhlis Munazilin
Journal Computer and Technology Vol. 3 No. 2 (2025): Desember 2025
Publisher : Ninety Media Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69916/comtechno.v3i2.399

Abstract

Pasar aset kripto dicirikan oleh volatilitas tinggi, menjadikannya tantangan signifikan dalam prediksi pergerakan harga. Penelitian ini bertujuan untuk mengklasifikasikan arah pergerakan harga harian (Naik/Turun) dari data historis kripto ("btcidr.csv") menggunakan algoritma Decision Tree. Proses Data Mining melibatkan pembersihan data, rekayasa fitur melalui penciptaan lagged features dan indikator teknis seperti Moving Average (MA), serta pembentukan variabel target Klasifikasi. Model yang dilatih menunjukkan Akurasi sebesar 60% pada data uji. Hasil evaluasi mengungkap adanya ketidakseimbangan kinerja: model sangat baik dalam memprediksi kelas Turun (Recall 0.88), namun lemah dalam memprediksi kelas Naik (Recall 0.32). Analisis Feature Importance menegaskan bahwa harga penutup hari ini (Terakhir) dan harga hari sebelumnya (Terakhir_lag1) adalah prediktor dominan, sementara indikator teknis (MA_5 dan Perubahan%) diabaikan oleh model sederhana ini. Disarankan penggunaan teknik oversampling dan model ensambel untuk meningkatkan sensitivitas prediksi kenaikan harga.
PERANCANGAN ARSITEKTUR ENTERPRISE SISTEM INFORMASI ASRAMA MA’HAD ALY PUTRI MENGGUNAKAN TOGAF ADM Nur Aida; Muftiyah Zakiyah; Akhlis Munazilin
Jurnal Riset Teknik Komputer Vol. 2 No. 4 (2025): Desember : Jurnal Riset Teknik Komputer (JURTIKOM)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/jys18g38

Abstract

This study aims to design an enterprise architecture for the Ma’had Aly Putri dormitory information system using the TOGAF ADM framework. The qualitative approach was employed to analyze business processes, data, applications, and technology architecture based on actual dormitory management conditions. The results of this study produce a comprehensive enterprise architecture design that integrates business processes, data entities, application modules, and supporting technology. This research highlights the novelty of applying TOGAF ADM in the context of Islamic boarding school dormitory management to support more structured, efficient, and integrated information systems.
PERANCANGAN ARSITEKTUR INTERPRISE TERINTEGRASI MENGGUNNAKAN KERANGKA KERJA TOGAF ADM PADA SMP IBRAHIMY 3 SUKOREJO Alfi Khairunnisa; Putri Anindya Damayanti; Akhlis Munazilin
Jurnal Riset Teknik Komputer Vol. 2 No. 4 (2025): Desember : Jurnal Riset Teknik Komputer (JURTIKOM)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/xngkh898

Abstract

The rapid development of information technology requires educational institutions to adopt structured and integrated information systems. SMP Ibrahimy 3 Sukorejo, a pesantren-based junior high school, still relies on many manual operational processes. This study aims to design an enterprise architecture using the TOGAF Architecture Development Method (ADM) to identify the school’s information system requirements. Data were collected through observation, interviews, and document analysis, and then analyzed according to the ADM phases. The results indicate the need for system integration in student admission, attendance, grade processing, and financial administration, supported by a centralized database and improved network infrastructure. The resulting enterprise architecture blueprint serves as a strategic reference for information system development and for enhancing the quality of educational services in pesantren-based schools.
PERANCANGAN ARSITEKTUR ENTERPRISE SISTEM INFORMASI AKADEMIK SMK IBRAHIMY 1 SUKOREJO MENGGUNAKAN METODE TOGAF Akhlis Munazilin; Diana Uzlifatil Khairu Ummah; Fitri Elvi Karisma
Jurnal Riset Teknik Komputer Vol. 2 No. 4 (2025): Desember : Jurnal Riset Teknik Komputer (JURTIKOM)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/ngr86815

Abstract

The growing reliance on information technology in educational management has encouraged institutions to reorganize academic services in a more structured, accurate, and integrated manner. SMK Ibrahimy 1 Sukorejo faces similar challenges, as most academic processes are still carried out partially and are not supported by a standardized information system. This condition leads to data duplication, inefficient workflows, and delays in providing information to stakeholders. This study aims to design an enterprise architecture for the Academic Information System (AIS) that serves as a structured and sustainable guideline for academic system development. A descriptive qualitative approach was employed using the TOGAF framework through the stages of the Architecture Development Method (ADM). Data were collected through interviews, observations, and document analysis within SMK Ibrahimy 1 Sukorejo. The results indicate that the proposed architecture successfully maps academic business processes comprehensively, identifies data and application requirements, and formulates a technology architecture aligned with the school’s operational needs. The resulting architectural blueprint is expected to provide a foundation for developing an integrated and adaptive Academic Information System that supports the enhancement of educational service quality at SMK Ibrahimy 1 Sukorejo.
PERANCANGAN ARSITEKTUR ENTERPRISE SISTEM INFORMASI AKADEMIK PADA ASRAMA BAHASA MENGGUNAKAN TOGAF Akhlis Munazilin; Milka Afifah; Wulan Shelfiana Kamil
Jurnal Riset Teknik Komputer Vol. 2 No. 4 (2025): Desember : Jurnal Riset Teknik Komputer (JURTIKOM)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/4y173b24

Abstract

The rapid advancement of information technology requires educational institutions to implement academic management systems that are structured, integrated, and aligned with organizational needs. The Language Dormitory of Pondok Pesantren Salafiyah Syafi’iyah Sukorejo, as a non-formal educational institution, continues to face challenges in academic management, which is predominantly conducted manually, leading to inefficiencies, data duplication, and delays in information delivery. This study aims to design an enterprise architecture for the academic information system at the Language Dormitory using the TOGAF (The Open Group Architecture Framework). The research methodology includes a literature review, field observations, and interviews with relevant stakeholders, which are subsequently analyzed through the TOGAF ADM phases. The results produce an enterprise architecture design encompassing business architecture, application architecture, and data architecture tailored to the academic processes of the language dormitory. The proposed architecture recommends the development of an integrated academic information system to support student registration, learning activities, academic evaluation, and reporting processes. This enterprise architecture design is expected to serve as a strategic guideline for sustainable academic information system development and to enhance the effectiveness and quality of academic services at the Language Dormitory.
PERANCANGAN ARSITEKTUR ENTERPRISE SISTEM INFORMASI AKADEMIK SMA IBRAHIMY 2 SUKOREJO MENGGUNAKAN METODE TOGAF Nadia Selvi Ramadhani; Ummul Khoirun Fitriyah; Akhlis Munazilin
Jurnal Riset Teknik Komputer Vol. 2 No. 4 (2025): Desember : Jurnal Riset Teknik Komputer (JURTIKOM)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/v2ewj633

Abstract

The implementation of digital technology in academic activities has become an urgent necessity for educational institutions to improve service quality, enhance information management efficiency, and support accurate decision-making. SMA Ibrahimy 2 Sukorejo faces challenges in the form of fragmented processes, the use of non-integrated applications, and limited infrastructure and data management. This research aims to develop an enterprise architecture blueprint for an integrated Academic Information System using the TOGAF Architecture Development Method (ADM). The research method employed is qualitative–design oriented, with data collected through observation, in-depth interviews, document analysis, and validation through discussions with relevant stakeholders within the school. The design stages follow the ADM framework, including the development of the Architecture Vision, Business Architecture, Application Architecture, Data Architecture, and Technology Architecture, complemented by gap analysis and the formulation of an implementation roadmap. The results indicate that the current academic processes lack adequate integration of data and applications, highlighting the need for an architectural framework to serve as a foundation for digital transformation at the school. The resulting architecture blueprint includes business capability mapping, key academic process flows, a list of integrated applications, a conceptual data model, and a hybrid cloud-based technology infrastructure design. The gap analysis identifies major deficiencies in workflow, information management, and infrastructure, while the implementation roadmap is structured into five stages, ranging from system foundation development to core module implementation, integration, and advanced analytics. Through this blueprint, the school gains strategic and technical guidance for developing a structured, standards-compliant, and sustainable Academic Information System. This architecture blueprint is expected to support improvements in operational efficiency, information transparency, and the quality of educational services, as well as serve as a reference for future research and architectural design in similar educational institutions.
Perancangan Arsitektur Enterprice Pada Madrasaah Tahiliyah Menggunakan Metode Togaf ADM Hijrah Hijrah; Afcahrina Diniyil M; Akhlis Munazilin
Jurnal Riset Teknik Komputer Vol. 3 No. 1 (2026): Maret : Jurnal Riset Teknik Komputer (JURTIKOM)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/2v973r71

Abstract

Madrasah Ta’hiliyah Putri, as a faith-based educational institution, requires a structured and integrated management of academic and administrative processes to support the effectiveness of educational services. However, the existing information systems are still partial and not fully aligned with the organizational needs. This study aims to design an enterprise architecture for Madrasah Ta’hiliyah Putri using The Open Group Architecture Framework Architecture Development Method (TOGAF ADM). The research method follows several phases: preliminary, architecture vision, business architecture, information system architecture, technology architecture, and opportunities and solutions. The results of this study produce an enterprise architecture design encompassing business architecture, data architecture, application architecture, and technology architecture aligned with the vision and mission of Madrasah Ta’hiliyah Putri. This design is expected to serve as a guideline for developing an integrated information system, enhancing the efficiency of academic and administrative management, and supporting more precise and sustainable management decision-making.
Co-Authors Abdul Ghofur Adi Susanto Afcahrina Diniyil M Akmaluddin Akmaluddin Alfi Khairunnisa Alifia Rosa Fridausiah Amanda Risky sultan Arif Ferdiansyah Bagus Maulana Zulkarnain Diana Uzlifatil Khairu Ummah Fakhri Cholil, Muhammad Fiki Hasan Fitri Elvi Karisma Hijrah Hijrah Ishqy Bela Johan Dika Pratama Lazim, Farihin Lukman Fakih Lidimilah M. Andrik Muqorrobin Pratama M. Fahrizal Rahman Milka Afifah MMSI Irfan ,S. Kom Moch Ibrahim Valentino Moch. Fajar Mochammad Syaiful Hadi Mochammad Syukron Ramadani Moh. Hasinur Rohim Moh. Syahrul Iskandar Muftiyah Zakiyah Muhammad Rofiq Nadia Selvi Ramadhani Nur Aida Nur Laili Mukarromah Nur Sahila Chapsah Putri Anindya Damayanti Rafi Jawara, Ilham Risma Nur Kholishah Rizqi Tussarifa Sidra Al Sehro Siti Imroatul Janna Suci Mulianingsih Syirva Nada Fidya Ummul Khoirun Fitriyah Wardatul Gufronia Wulan Shelfiana Kamil Zaehol Fatah Zikrullah Zikrullah