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All Journal Jurnal sistem informasi, Teknologi informasi dan komputer Prosiding Semnastek Proceeding of the Electrical Engineering Computer Science and Informatics JURNAL PENDIDIKAN TAMBUSAI Jurnal Riset Informatika Infotech: Journal of Technology Information Society: Jurnal Pengabdian Masyarakat Jurnal Gramaswara: Jurnal Pengabdian kepada Masyarakat NUSANTARA: Jurnal Pengabdian Kepada Masyarakat SIENNA Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Dedication : Jurnal Pengabdian Masyarakat Kenduri: Jurnal Pengabdian Dan Pemberdayaan Masyarakat Jurnal Inovasi Komputer INTECH - Informatika Dan Teknologi ABDINE :Jurnal Pengabdian Masyarakat Journal of Nexural Intelligence
Mirza Sutrisno
Universitas Muhammadiyah Jakarta
Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Languange, Linguistic, Communication & Media Library & Information Science Mathematics Social Sciences Other

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Implementasi Case-Based Reasoning dalam Rekomendasi Pendidikan Montessori Anak Usia Dini Mirza Sutrisno; Asruddin
INTECH Vol. 6 No. 1 (2025): INTECH (Informatika Dan Teknologi)
Publisher : Informatics Study Program, Faculty of Engineering and Computers, Baturaja University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54895/intech.v6i1.3022

Abstract

Pendidikan anak usia dini membutuhkan pendekatan yang adaptif terhadap karakteristik individu anak. Metode Montessori, yang menekankan kemandirian, eksplorasi sensorik, dan pembelajaran berbasis pengalaman, telah terbukti efektif secara holistik, namun implementasinya perlu disesuaikan dengan profil masing-masing anak. Penelitian ini mengembangkan sistem rekomendasi berbasis Case-Based Reasoning (CBR) untuk menentukan pendekatan Montessori yang paling sesuai. Sistem memanfaatkan basis kasus historis yang mencakup atribut seperti usia, minat sensorik, tingkat kemandirian, dan fokus belajar. Melalui perhitungan angka similaritas, sistem merekomendasikan model pembelajaran Montessori seperti Practical Situation, Reading & Writing, Initial Sensory, dan Arithmetic. Evaluasi menggunakan metode Confusion Matrix yang menunjukkan angka akurasi mencapai 86,7%. Hasil ini mengindikasikan efektivitas metode CBR dalam mendukung pengambilan keputusan pendidikan Montessori yang lebih personal dan berbasis data.
WEBINAR dan WORKSHOP Front-End Fundamentals: A Beginner's Guide to Web Development for Junior Programmer Kurniawan, Bagas; Zia Zhuang, Tan Kelvin; Jundullah, Khalid; Mujiastuti, Rully; Adharani, Yana; Sutrisno, Mirza
ABDINE: Jurnal Pengabdian Masyarakat Vol. 4 No. 2 (2024): ABDINE : Jurnal Pengabdian Masyarakat
Publisher : Institut Teknologi dan Bisnis Riau Pesisir

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52072/abdine.v4i2.913

Abstract

Webinar dan workshop "Front-End Fundamentals: A Beginner's Guide to Web Development for Junior Programmer" bertujuan untuk memperkenalkan dasar-dasar pengembangan web front-end kepada pemula. Acara ini dilaksanakan secara daring melalui Zoom pada 19 Juli 2024 dan dihadiri oleh peserta dari berbagai universitas. Kegiatan dimulai dengan pengenalan HTML, CSS, dilanjutkan dengan sesi tanya jawab, serta diakhiri dengan workshop praktis di mana peserta membangun halaman web sederhana menggunakan Visual Studio Code. Evaluasi melalui kuesioner menunjukkan bahwa 55,6% peserta sangat setuju, 22,2% setuju, dan 22,2% cukup setuju bahwa materi yang disampaikan relevan. Sebelum acara, rata-rata skor pretest peserta adalah 78,7, yang meningkat secara signifikan menjadi 91,82 setelah acara, menandakan peningkatan pemahaman yang substansial. Secara keseluruhan, acara ini berhasil memberikan pemahaman mendalam tentang pengembangan web front-end, baik dari segi teori maupun praktik.
Comparative Analysis of NIST SP 800-86 Framework in Handling Digital Evidence in Cloud Computing Environment Anton Maulana Ibrahim; Mirza Sutrisno; Asrudin
Journal of Nexural Intelligence Vol. 1 No. 1 (2026): Journal of Nexural Intelligence
Publisher : Citra Air Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71200/nexural.v1.i1.260

Abstract

This study analyzes the effectiveness of NIST SP 800-86 in handling digital evidence within cloud computing environments in Indonesia, employing a mixed-methods sequential explanatory approach. The research methods comprised a systematic literature review (SLR) of 120 publications, an implementation readiness survey (n = 110), in-depth interviews with 12 subject-matter experts, and a five-dimensional gap analysis. Findings indicate that NIST SP 800-86 exhibits an average coverage gap of 54.9% relative to the requirements of modern cloud forensics, with the most pronounced deficiencies in cloud-native structures (−77%), multi-tenancy (−75%), and emerging technologies (−53%). The level of cloud forensics implementation readiness in Indonesia falls within the moderate-to-low range (mean = 2.7/5), with law enforcement agencies facing the most critical obstacles owing to limited resources and an insufficient pool of certified practitioners. Multiple regression analysis (R² = 0.591) identified knowledge level, organizational support, and tools and infrastructure availability as the primary predictors of implementation readiness. Furthermore, a strong expert consensus emerged around the need for chain-of-custody standardization and a national forensic framework as prerequisite conditions for the legal admissibility of cloud-generated digital evidence. This study recommends the development of the Cloud Forensics Framework Indonesia (CFFI)—a hybrid framework integrating the procedural foundations of NIST SP 800-86, the legal provisions of ISO/IEC 27037, cloud-native technical specifications, and applicable national regulations—as the basis for policy reform and the advancement of cloud forensics practice in Indonesia
Live Network Acquisition with Pre-Serialization Hashing for Digital Evidence Integrity Mirza Sutrisno; Anton Maulana Ibrahim
Journal of Nexural Intelligence Vol. 1 No. 1 (2026): Journal of Nexural Intelligence
Publisher : Citra Air Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71200/nexural.v1.i1.262

Abstract

The integrity of digital evidence remains a fundamental requirement in network forensic investigations, particularly during the live acquisition phase where packet captures are vulnerable to anti-forensic manipulation. Conventional forensic workflows generally perform cryptographic verification after packet data has been serialized into secondary storage, creating a temporary exposure window that may allow unauthorized modification before integrity validation occurs. This study proposes a proactive forensic acquisition framework that performs cryptographic hashing directly in volatile memory prior to storage serialization. The proposed architecture utilizes Python’s io.BytesIO() mechanism to temporarily preserve packet streams in RAM and generate SHA-256 signatures before physical .pcap file creation. To evaluate the robustness of the framework, ten PCAP datasets consisting of attack and normal traffic captures were processed using an in-memory hashing pipeline. A controlled single-bit tampering simulation was subsequently applied to each serialized file to measure cryptographic sensitivity through Hamming Distance and Avalanche Effect analysis. Experimental results demonstrate that all manipulated files produced complete cryptographic divergence from their original in-memory signatures. The average Hamming Distance reached 132.2 bits with a mean avalanche probability of 0.5164, closely matching the theoretical characteristics of secure hash functions. These findings indicate that pre-serialization integrity verification significantly improves the reliability of digital evidence preservation by reducing the vulnerability window associated with conventional post-acquisition hashing mechanisms.
Seminar dan Workshop “Membangun Website Pertamamu Menggunakan Gemini AI dan UX Pilot” bagi Karang Taruna Unit 08 Kel. Kebon Sirih Muhammad Fikri Arrayan; Muhammad Ajar Danu Wiratama; Muhammad Almustofa Khanafi; Muhammad Haidar Althaaf Sutowo; Amar Triadi; Fadli Indra Guci; Rully Mujiastuti; Nurvelly Rosanti; Popy Meilina; Rita Dewi Risanty; Sitti Nurbaya Ambo; Mirza Sutrisno
KENDURI : Jurnal Pengabdian dan Pemberdayaan Masyarakat Vol. 6 No. 2 (2026): May-August
Publisher : Yayasan Darussalam Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62159/kenduri.v6i2.2788

Abstract

Digital transformation within local youth organizations faces challenges regarding information technology proficiency and the availability of official publication platforms. This community service initiative aims to accelerate digital literacy within the Karang Taruna Kali Pasir RW 08 youth organization through training in AI-based website development (using Gemini AI and UX Pilot). The implementation method comprises three main stages: preparation (partner needs analysis and material design), execution (seminars, hands-on workshops covering HTML, CSS, and JavaScript, and prompt-engineering guidance), and evaluation and output refinement. Evaluation results indicate a significant improvement in participants' cognitive understanding, evidenced by an increase in the average score from 69 in the pre-test to 97 in the post-test, and a Normalized Gain (N-Gain) index of 0.9125, placing it in the high-effectiveness category. The program's tangible output is the "TarunaHub" web profile, featuring modules for an Overview Dashboard, Event Management, Organizational Gallery, and Organizational Structure. Discussions with the partner organization reveal that the TarunaHub platform and AI proficiency have successfully resolved the lack of digital publication media and empowered the organization's administrators to independently document activities and manage organizational information sustainably.
Co-Authors Abdul Rahman Abduzzhohir, Yasir Abean, Mohammad Arief Ade Davy Wiranata Adharani, Yana Adrian Mustafa Afkarinah, Afni Izzah Ahmad Faiz Dermawan Aji, Irfan Pandu Ajinaya, Wisnu Selaguna Akhmad Thauzi Alghifari, Abdul Hafizd Alkodri, M. Nang Alriyanto, Abri Okta Amanullah, Muhammad Faiz Amar Triadi Ambiyah, Muhammad Chairil Amili, Fadel Aminudin, Muhammad Andharani, Yana Andriansyah, Akbar Anggi Rahmadillah Anjani, Meisya Putri Annafi, Ananda Radhiyya Anton Maulana Ibrahim Apriliano, Yova Rezky Ardharani, Yana Asruddin Asruddin Rudi Asruddin, Asruddin Asrudin Aullia, Mochammad Rizqi Azril Ferdiansyah Romadoni Azzahra, Alya Rahmah Bagus Kurniawan, Bagus Bintang, Reihan Aditya Permata Chantika Dian Anugrah Dalilah, Almira Fitri Darmawan , Zuhair Fakhriy Al Faarisi Dede Irawan Deni Mahdiana Dzulkarnain, Mulki Djenfik Elnur , Irsyadi Hanif Fachrudin, Tedy Fadli Indra Guci Fajri, Muhammad Ihsan Fakhul Jannah, Elsa Ananda Hanifah Faridzi, Salman Al Fauzan Azima Faza Shafa Azizah Filayati, Muhammad Albi Akbar Fizar, Bintang Al FJ, Elsa Ananda Hanjfah Gimnastiar, Nazar Habibi, Yusuf Habibie, Muhammad Fadhil Haderiansyah Haderiansyah Hakim, Muhammad Farizs Hanifani , Fildzah Amalina Haq, Hafizh Umar Haryanda, Muhammad Hermawan, Muhammad Luthfi Hidayat, Ragil Ibrahim, Anton Maulana Irawan, Doni Irsyadi Hanif Elnur Jefri Kusuma Rambe Jumail Jumail Jumail Jumail, Jumail Jundullah, Khalid Kevin Arya Dandy Khalid Jundullah Khamdan Budiarto Khanafi , Muhammad Almustofa Khoirudin Sidik Kurniawan, Bagas Kyla, Idelia Fitri Lenny Dwi Novitasari Maulana Faiz Maulana Saputra, Reza Ade Maulana, Hanif Maulana, Mirza Memanda, Freddy MIFTAHUL JANNAH Mochammad Gendry Afriansyah Muhammad Ajar Danu Wiratama Muhammad Ajar Danu Wiratama Muhammad Almustofa Khanafi Muhammad Daffa Muhammad Fikri Arrayan Muhammad Haidar Althaaf Sutowo MUHAMMAD HASBI Muhammad Imam Najib Muhammad Ni’am Syukri Muhammad Taqi Wijdan Muhammad Zaid Itqon Muhammad Zikri Muhammad, Hilbram Mujiastuti , Rully Mustafa, Faizal Nabilla, Naula Nashiro, Muhamad Sultonan Nindya Putri, Azzahra Ningsih , Indri Surya Novranza, Rafi Nugraha, Septian Andhika Nurvelly Rosanti Nurvelly Rosanti, Nurvelly Nurwijayanti Popy Meilina Prasetio, Iqlal Wira Pratama , Nur Fauzta Putra Prayogo, Ikhsan Adi Priadi, Aryaguna Fadlurrahman Putra, Alif Naufal Teguh Putra, Meidi Kelana Nugroho Qardhawi, Nadif Yusuf Ramadhika, Gilang Razani , Muhammad Naufal Rifki Syarif Hidayat Rivaldy, Adrian Rizky Aditya, Fauzan Rizky Maulana, Rizky Rosanti , Nurvelly Rully Mujiastuti Rusydi Umar S, Muhamad Thirafi Qaedi Sabhan, Rifqi Baihaqi Sadam, El Faath Saleh, Muhammad Raihan Saleh, Oldi Alfani Sunan Salma , Aiva Nabilla Sandhi Alfianda Ghifari Saputra, Agita Irvanda Sari, Ririn Agustina Septyawan, Reihan Shadiq, Muhammad Azril Naufal Sherli Fadilah, Ridha Sitti Nurbaya Sitti Nurbaya Ambo Suhendar , Achmad Sunardi, Sunardi Sunatun, Sunatun Surahmat, Asep Sutowo , Muhammad Haidar Althaaf Syahputra, Maulana Taufik Hidayat Utomo Budiyanto Vivria, Muhammad Efendi Wahyudi, Ramzy Al Firza Zahran, Fikry Muhammad Zahro, Rahmita Zaky Yusuf Ajindra Zhuang, Tan Kelvin Zia Zia Zhuang, Tan Kelvin Zulfikar, Mohamad Rafli