Alva Hendi Muhammad

ASSOCIATE PROFESSOR

Alva Hendi Muhammad, M.Eng, PhD

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🏢 Posisi

Ketua Program Studi Doktor Informatika

🎓 Fakultas

Fakultas Ilmu Komputer

✉️ Email

👤 Biografi

Alva Hendi Muhammad meraih gelar Ph.D. di bidang Teknologi Informasi dari University of Technology Sydney, Australia. Saat ini beliau menjabat sebagai Associate Profesor sekaligus sebagai Ketua Program Studi pada Program Doktor Informatika, Fakultas Ilmu Komputer, Universitas Amikom Yogyakarta. Memiliki pengalaman lebih dari 10 tahun mengajar di jenjang sarjana dan pascasarjana, beliau aktif mengembangkan penelitian di bidang:

  • Pemodelan sistem keputusan & sistem pakar
  • Integrasi Kecerdasan Buatan dengan rekayasa & teknologi pendidikan
  • Keamanan informasi
  • Pembelajaran berbasis AI & data-driven decision making

Selain mengajar, beliau juga terlibat dalam Technical Program Committee (TPC) konferensi internasional seperti ICOIACT, serta aktif mempublikasikan riset di jurnal bereputasi.

🎓 Pendidikan

  • Doktor — University of Technology Sydney, Australia
  • Magister — Universitas Gadjah Mada, Indonesia
  • Sarjana — Universitas Gadjah Mada, Indonesia

⭐ Expertise

  • Artificial Intelligence
  • Data-driven Decision Making
  • Information Security

📨 Kolaborasi

  • Penelitian
  • Tenaga ahli Pemerintah
  • Narasumber
  • Membimbing Doktor
  • Membimbing Magister

📚 Mata Kuliah yang Diampu

Program Doktor (S3):

  • Advanced Digital Transformation Engineering
  • Research Methodology

Program Magister (S2):

  • Cyber Security
  • Strategic IT Alignment
  • IT Audit
  • Financial Technology
  • Marketing Intelligence
  • Research Methodology

Program Sarjana (S1):

  • System Vulnerability Assessment
  • Mobile Security and Digital Forensic
  • Computer Security
  • Computer Networking
  • Security Analysis
  • Data Communication
  • Research Methodology

📑 Publikasi

  • Muhammad, A. H., Nasiri, A., & Harimurti, A. (2025). Machine learning methods for classification and prediction of information security risk assessment. IAES International Journal of Artificial Intelligence, 14(1), 457–465. https://doi.org/10.11591/ijai.v14.i1.pp457-465

  • Muhammad, A. H., Yuana, K. A., Ghozali, B., Haris, R., & Hanafi. (2025). Data-driven security assessments for predicting information security maturity levels. Journal of Internet Services and Information Security, 15(2), 906–925. https://doi.org/10.58346/JISIS.2025.I2.060

  • Kusrini, K., Santoso, J. D., Muhammad, A. H., & Pramono, E. (2023). Design and evaluation of a similarity checking tool for Indonesian documents. In Proceedings of the 8th International Conference on Informatics and Computing (ICIC 2023). IEEE.

  • Mulyawan, R., Santoso, J. D., & Muhammad, A. H. (2023). Pre-trained CNN architecture analysis for transformer-based Indonesian image caption generation model. International Journal on Informatics Visualization, 7(4), 550–558.

  • Muhammad, A. H., Ghozali, B., & Nasiri, A. (2023). Information security investment prioritization using best-worst method for small and medium enterprises. Indonesian Journal of Electrical Engineering and Computer Science, 29(1), 199–207.

  • Wijaya, U., Santoso, J. D., & Muhammad, A. H. (2022). Indonesian seismic mitigation using earthquake predicted artificial intelligence model. In Proceedings of the 5th International Conference on Information and Communications Technology (ICOIACT 2022). IEEE.

  • Suparyati, S., Widayani, W., & Muhammad, A. H. (2022). Lumpy skin disease prediction based on meteorological and geospatial features using random forest algorithm with hyperparameter tuning. In Proceedings of ICOIACT 2022. IEEE.

  • Mulyawan, R., Widayani, W., & Muhammad, A. H. (2022). Automatic Indonesian image captioning using CNN and transformer-based model approach. In Proceedings of ICOIACT 2022. IEEE.

  • Kastowo, D., Pramono, E., & Muhammad, A. H. (2022). FHIR, BigchainDB, and GraphQL approach for interoperability between heterogeneous health information system. In Proceedings of ICOIACT 2022. IEEE.

  • Muhammad, A. H., Santoso, J. D., & Kusrini, K. (2022). Incremental knowledge-based system for recommending content adaptation in dynamic learning environment. International Journal on Advanced Science, Engineering and Information Technology, 12(5), 1971–1978.

🔬 Hibah Penelitian

  • Model Machine Learning dengan Deteksi Outlier dan Balanced Sampling untuk Penilaian Risiko Keamanan Informasi
    Ketua: Alva Hendi Muhammad. Penelitian Kompetitif Nasional (PFR), 2024. Dana: Rp76.640.000.

  • Integrasi Model Bahasa OpenAI GPT dengan Speech Recognition untuk Sistem Pendukung Pembelajaran Kurikulum Merdeka
    Ketua: Alva Hendi Muhammad. Penelitian Kompetitif Nasional (PPS-PTM), 2024. Dana: Rp20.210.000.

  • Eksplorasi Explainable AI (XAI) dalam Meningkatkan Transparansi Rekomendasi Pembelajaran pada Sistem Pembelajaran Adaptif dan Personal
    Ketua: Alva Hendi Muhammad. Hibah Internal Unggulan, 2024. Dana: Rp14.250.000.

  • Intelligent System Audit Model dengan Pendekatan Machine Learning
    Ketua: Alva Hendi Muhammad. Hibah Internal Unggulan, 2023. Dana: Rp15.000.000.

  • Pengembangan Produk Sistem Pelayanan Mandiri dengan Pembayaran Cashless dan Kontrol Mesin Cuci Berbasis AI-IoT untuk UMKM Laundry Self Service
    Ketua: Kusrini; Anggota: Alva Hendi Muhammad dkk. Program Dana Padanan Kedaireka (PDP A3), 2023. Dana: Rp480.235.000.

  • Analisis Penilaian Risiko untuk Mengurangi Beban Investasi Keamanan Teknologi Informasi dengan Kerangka ARCS
    Ketua: Alva Hendi Muhammad. Hibah Internal Unggulan (IPU), 2022. Dana: Rp15.000.000.

⚙️ Hak Kekayaan Intelektual (HKI)

  • Aplikasi KILAO (Kiosk Laundry Self Service Berbasis AI dan IoT). 2023. Nomor: EC00202396834. Status: Diterima.

  • Moodle Based DSCT. 2023. Nomor: EC00202373055. Status: Published.

  • Aplikasi DSCT. 2023. Nomor: EC00202373045. Status: Published.

  • DSCT – Jupyter Notebook Edition. 2021. Nomor: EC00202168566. Status: Granted.

  • Web Based DSCT. 2021. Nomor: EC00202168708. Status: Granted.

📝 Asesor / Reviewer / Evaluator

  • 2024 – Assessor, Audit Sistem Pemerintahan Berbasis Elektronik (SPBE), Kemenpan-RB

  • 2024 – Mentor, FGD Talent Scouting, Diktisainstek

  • 2023–sekarang – Reviewer, Stipendium Hungaricum Scholarship, Diktiristek

  • 2023–sekarang – Reviewer, Beasiswa Pendidikan Indonesia (BPI), LPDP

  • 2023–sekarang – Evaluator, Garuda-ACE Research Project, Diktiristek

  • 2023 – Reviewer, Indonesian International Student Mobility Awards (IISMA), Kemendikbud

  • 2022 – Assessor, Sistem Penjaminan Mutu Internal PT, Universitas Amikom Yogyakarta

  • 2021–sekarang – Reviewer, Program Magister Informatika, Universitas Amikom Yogyakarta

🏆 Penghargaan & Hibah

  • 2025 – Fundamental Research Grant, Kemenristekdikti

  • 2024 – Fundamental Research Grant, Kemendikbudristek

  • 2024 – Thesis Research Grant, Kemendikbudristek

  • 2023 – Matching Funds Kedaireka, Kemendikbudristek

  • 2022 – Internal Research Grant, Universitas Amikom Yogyakarta

  • 2021 – Internal Research Grant, Universitas Amikom Yogyakarta

  • 2021 – Erasmus Staff Mobility, University of Murcia, Spanyol

  • 2014–2018 – Doctoral Scholarship, Beasiswa Pendidikan Indonesia (LPDP)

📑 Reviewer (Journal & Conference)

  • Computer Applications in Engineering Education (Q1), 2019–sekarang

  • Engineering, Technology & Applied Science Research (ETASR) (Q1), 2025

  • International Journal on Advanced Science, Engineering and Information Technology (Q2), 2023

  • IEEE International Conference on Communication, Networks, and Satellite (ComNetSat), 2023

  • IEEE International Conference on Information and Communications Technology (ICOIACT), 2020–sekarang

  • IEEE International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), 2022–sekarang

  • IEEE International Conference on Advanced Engineering and Technologies (ICONNIC), 2023

  • IEEE Access, 2018–2019

  • Future Generation Computer Systems (Q1), 2016

  • IEEE International Conference on Information Management and Technology (ICIMTech), 2016

  • Creative Information Technology Journal, 2021

🎤 Presenter

  • 2025 – Seminar Nasional SEMANTIK, “Reimagining Adaptive Learning: The Generative AI Transformation”, Universitas Muhammadiyah Palopo

  • 2025 – Training Leadership (PTPN-I, III, V), “Data-Driven Decision-Making: Pengambilan Keputusan Eksekutif Berbasis Data”, LPP Agro Nusantara

  • 2024 – Kuliah Pakar, “Implementasi Tata Kelola TI untuk Mewujudkan Transformasi Digital dan Perubahan Budaya”, Universitas Sari Mulia

  • 2023 – Podcast Jendela AMIKOM, MQFM Jogja, “Tren Teknologi AI di Tahun 2024”

  • 2023 – Podcast Jendela AMIKOM, MQFM Jogja, “Setelah Wisuda S1, Kerja atau Kuliah Lagi?”

  • 2023 – Seminar, “How to Get Scholarship? Now Everyone Can Get Scholarship”, IEEE Amikom Student Branch (ASB) & Women in Engineering (WiE)

  • 2023 – Seminar, “Menggali Peluang Karir dan Pendidikan Melalui Beasiswa LPDP”, Universitas Amikom Yogyakarta

  • 2022 – Workshop, “Desain Kurikulum TI dalam Persepsi APTIKOM dan ACM/IEEE”, STMIK Kreatindo Manokwari

  • 2022 – International Seminar, “How Artificial Intelligence Transforming Cyber Security”, Universitas Amikom Yogyakarta & Chandigarh University, India

  • 2022 – Podcast Jendela AMIKOM, MQFM Jogja, “Kuliah Pascasarjana Berbonus Pengalaman Internasional”

  • 2021 – Seminar, “Inovasi dan Transformasi Digital Koperasi”, Dinas Provinsi DIY

  • 2020 – Seminar, “Digital Marketing Strategy”, Dinas Provinsi DIY

✅ Kompetensi Bimbingan

  • Doktor (S3): Ya, sebagai Promotor dan Co-promotor

  • Magister (S2): Ya, sebagai Pembimbing Utama

🎓 Bimbingan Doktoral

  • Arif Nur Rohman (Co-promotor)
    Optimalisasi Natural Language Processing pada Media Sosial dengan Word Normalizer Spell Correction menggunakan Pendekatan Deep Learning

  • I Gusti Ngurah Wikranta (Co-promotor)
    Pengembangan Framework Manajemen Multi-Cloud untuk Optimalisasi Penggunaan Layanan IaaS

  • Arnold Ropen Sinaga (Co-promotor)
    Model Hybrid ANN–Fuzzy Logic berbasis Deep Learning untuk Prediksi Pengambilan Putusan Majelis Hakim dalam Perkara Pidana di Pengadilan Negeri

  • Arif Bakti Nugraha (Co-promotor)
    Proses Agile dalam Rekayasa Perangkat Lunak dan Extreme Programming pada Sistem Informasi Rumah Sakit

🎓 Bimbingan Magister

  • Althof Fauzan Fahmi
    Implementation of Machine Learning for Traffic Control Optimization in Software Defined Networking (SDN) Architecture

  • Bintang Fikri Al Faruqi
    Adaptation of 10-bit on 8-bit Footage using a Machine Learning Based Bit Depth Conversion Method with Specific Visual Quality Evaluation

  • David Diamanta
    Business Process Improvement to Enhance the Loan Reminder Process in Credit Cooperatives

  • Henrian Robby Fakhriannur
    Optimization of Image Data Extraction Model from Screenshots of Technical Parameter Measurements on Digital Television Broadcasting Stations using Deep Learning Approach

  • Fredy Sitinjak
    Recommendation System for Health Human Resources Competency Development at Adam Malik Hospital

  • Raden Muhammad Hilmi Nurhadi
    Implementation of the OWASP Method in Analyzing WordPress Vulnerabilities for Mitigating Illegal Page Injection Risks

  • Alif Sahputra
    Identification of Spoofing Attacks in Student Attendance Face Recognition using CNN-based Liveness Detection (Case Study: Ibn Sina University)

  • Budi Harsudiono Seto Aji
    PDAM Water Meter Replacement Prediction System using Fuzzy Algorithm Method

  • Hari Budhi Suseno
    Analysis of IT Governance Capability Assessment in Data Management using the 2019 COBIT Framework (Case Study: Regional Office V BKN Jakarta)

  • Christin Soyan Dengen
    Detection of Tomato Leaf Diseases using Convolutional Neural Networks

  • Wulandari Juslan
    Evaluation of the Performance of Contrast Enhancement Methods (CLAHE and HE) for Cat Breed Classification using VGG16

  • Novel Adil Dwijaksana
    Using Learning Analytics Technology to Detect Learning Style to Improve Learning Quality at SMK Negeri 1 Kabupaten Sorong

  • David Dos Santos Pinto Lopes
    Optimization of IT Service Quality using COBIT 2019 through a Managed Quality Approach (Case Study: Institute of Business Timor Leste)

  • Fajar Maulana Ahsan Abbas
    Evaluation of Information Technology Risk Management using the COBIT 2019 Framework (Case Study: Sorong City DPRD Office)

  • Thata Authar Razaq
    Risk Management Audit Analysis for Managing IT Risks using the COBIT 2019 Framework (Case Study: National Amil Zakat Institution Baitulmaal Muamalat)

 

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