Marvin Chandra Wijaya

@maranatha.edu

Departement of Computer Engineering
Universitas kristen maranatha

Marvin Chandra Wijaya


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https://researchid.co/marvinchw

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Engineering, Computer Science, Engineering, Artificial Intelligence
25

Scopus Publications

607

Scholar Citations

12

Scholar h-index

12

Scholar i10-index

Scopus Publications

  • Binary Classification of Melanoma and Non-Melanoma Skin Lesions Using Rotation-Based Augmentation and Convolutional Neural Networks
    Instrumentation Mesure Metrologie, 2026
  • A multimedia system for best-first search evacuation routes in tsunami mitigation emergencies on Sanur Beach, Bali, Indonesia
    Marvin Chandra Wijaya
    Journal of Emergency Management Weston Mass, 2026
    This study discusses tsunami disaster mitigation on Sanur Beach, Bali, Indonesia—one of the world’s most popular tourist destinations, but also prone to natural disasters such as tsunamis. To effectively protect both residents and visitors, a structured mitigation plan is essential. This research developed such a plan using the best-first search algorithm, with Sanur Beach as a case study. Evacuation routes were mapped considering tourist positions, local roads, and designated assembly points. Three evacuation zones were identified: High-Risk Zone, Low-Risk Zone, and Safe Zone. The multimedia system developed provides evacuation route guidance from crowded tourist areas. Estimated evacuation times range from 10 to 27 minutes to the Low-Risk Zone and 25 to 60 minutes to the Safe Area Zone.
  • Safety Engineering in Adaptive Multimedia System Design for Emergency Accessibility Based on WCAG
    and Marvin Chandra Wijaya
    International Journal of Electrical and Electronic Engineering and Telecommunications, 2025
    People with disabilities often face critical challenges in accessing timely and comprehensive emergency alerts. This study presents an adaptive multimedia system that uses safety engineering principles using Web Content Accessibility Guidelines (WCAG). Based on WCAG, the system was created to meet visual, auditory, and tactile output requirements based on user profiles and environmental conditions. The system inputs are fed through the Internet of Things (IoT) and processed by a rule-based adaptation engine. The emergency adaptive system combines environmental data, user health, and manual input to generate appropriate multimedia alerts (audio, visual, or vibration). A prototype was built using React/Tailwind for the user interface and integrated with sensors for environmental monitoring. The system was evaluated in an emergency scenario on 32 participants including groups of people with visual, hearing, cognitive, and multiple disabilities. The evaluation results showed a high average system usability scale (SUS) score of 86.2, indicating excellent usability. The average Accessibility Coverage Metric (ACM) score was also obtained at 0.89, indicating broad and inclusive modality support. Based on the experiments, the Adaptive Decision Function (ADF) score exceeded 0.90 for combinations such as visual with vibration and audio output. This shows strong adaptive performance under various conditions. These results demonstrate the potential of the system to improve the inclusiveness of emergency response for people with disabilities.
  • Smart Home and Multimedia Panels Design Interface in Sundanese Indonesian Traditional Houses
    Marvin Chandra Wijaya
    Ssrg International Journal of Electrical and Electronics Engineering, 2025
  • Machine Learning Algorithms for Real-Time Analysis of Multimedia Data from IoT-Based Health Instruments for Diabetes Management
    Marvin Chandra Wijaya
    Instrumentation Mesure Metrologie, 2025
  • Transforming Physics Education with Multi-Sensory Media Innovations
    and Marvin Chandra Wijaya
    International Journal of Information and Education Technology, 2025
    Physics education is often associated with abstract and difficult concepts. This perception leads to low student motivation and learning desire. Traditional physics teaching methods occasionally hinder effective learning and fail to clearly convey complex physics concepts. Even standard multimedia learning approaches often remain ineffective in increasing student engagement and improving the effectiveness of physics instruction. This study aims to develop better physics teaching methods to enhance students’ learning outcomes, motivation, and critical thinking skills using multi-sensory media (mulsemedia). The research methodology uses a quasi-experimental design involving two student groups: a control group that received traditional teaching and an experimental group taught using multi-sensory media. The mulsemedia approach combines visual, auditory, and kinesthetic elements. Data were collected through pre-tests and post-tests, along with student engagement surveys. The experimental group showed significant improvements across several metrics. From pre-test to post-test, the experimental group showed a performance increase of 27.7 percentage points (post-test score: 82.4%) compared to the control group’s 10.5 percentage point improvement (post-test score: 65.8%). Additionally, 87% of students in the experimental group reported strong involvement, compared to 42% in the control group, indicating significantly increased student engagement. The experimental group also demonstrated better critical thinking abilities in problem-solving activities, outperforming the control group by 78% to 51%. This study concludes that multi-sensory media significantly improves learning outcomes, student motivation, and critical thinking skills in physics learning. Further research is recommended to explore the application of multi-sensory media in various science subjects and other educational levels, as well as examining its long-term impact on learning and cognitive development. To increase practical contribution, future studies should examine the use of low-cost equipment for schools with limited access to technology.
  • DEVELOPMENT OF ADAPTIVE CONGESTION CONTROL MECHANISM FOR REAL-TIME MULTIMEDIA STREAMING IN VARIABLE NETWORK CONDITION
    Marvin Chandra Wijaya
    Eastern European Journal of Enterprise Technologies, 2025
    This research focuses on real-time multimedia streaming using RTP and RTCP protocols. The main issue addressed is that standard RTP/RTCP congestion control is inadequately adapted to changing and unstable network conditions, resulting in increased packet loss, end-to-end latency, unstable bitrates, and poor video quality. A dynamic bandwidth-adaptive congestion control mechanism was developed for RTP streaming, which utilizes RTCP feedback to dynamically change the bitrate and framerate in real time during the streaming session. Controlled experiment results show that average packet loss decreases from 8.2% to 3.4%; end-to-end latency decreases from an average of 220 ms to 135 ms; and provides a more stable average bitrate than standard RTP/RTCP systems. Furthermore, this system also provides a more stable average framerate than standard RTP/RTCP systems and a higher average framerate under poor network conditions. This result can be attributed to the ability of the adaptive mechanism to continuously monitor packet loss, interference, and delays in addition to reacting immediately to conditions instead of waiting for RTCP reports to appear at fixed time intervals. A key point regarding the proposed design is the integration of bitrate and framerate to ensure smooth playback and user enjoyment with reduced risk of interruption and improved stability in dynamic and unpredictable network environments. This contribution can be practically applied in real-time applications, such as video conferencing, telemedicine, or live streaming while traversing mobile or wireless networks where conditions are always dynamic and unpredictable. The proposed method can be practically applied under unfavorable internet network conditions, which is an advantage of this method
  • Intelligent Multimedia Composition: Leveraging Machine Learning for Conflict-Free Layouts
    Journal of Information Hiding and Multimedia Signal Processing, 2025
  • Security Analysis of SQL Injection Attacks on Multimedia and Journal-Services Sites Using Concatenated Input Validation and Parsing Method (CIVP)
    Marvin Chandra Wijaya
    Ingenierie Des Systemes D Information, 2024
  • Monitoring location of people in a certain area using Wi-Fi
    Marvin Chandra Wijaya
    Aip Conference Proceedings, 2023
  • Auto-correction of multiple spatial conflicts in multimedia authoring tools
    Marvin Chandra Wijaya, Zulisman Maksom, Muhammad Haziq Lim Abdullah
    Bulletin of Electrical Engineering and Informatics, 2023
  • Color Detection Algorithm for Measuring Ozone Concentrations using Indigo Method
    Marvin Chandra Wijaya
    International Journal of Engineering Trends and Technology, 2023
  • Reporting of Endangered Animals at Tourist Destination Locations using Self-Reporting Applications
    Marvin Chandra WIJAYA
    Journal of Environmental Management and Tourism, 2022
  • Template Matching Using Improved Rotations Fourier Transform Method
    Marvin Chandra Wijaya
    International Journal of Electronics and Telecommunications, 2022
  • RESEARCH OF INDONESIAN LICENSE PLATES RECOGNITION ON MOVING VEHICLES
    Marvin Chandra Wijaya
    Eureka Physics and Engineering, 2022
  • A Brief Review: Multimedia Authoring Modeling
    Journal of Information Hiding and Multimedia Signal Processing, 2022
  • Speedup Multimedia Authoring Process: Incrementality of Multimedia Authoring Verification
    Marvin Chandra Wijaya, Zulisman Maksom, Mohammad Haziq Lim Abdullah
    Journal of Engineering Science and Technology Review, 2022
  • Novel Framework for Translation Algorithms in Multimedia Authoring Tools
    Iaeng International Journal of Computer Science, 2022
  • Comparative analysis of performance run length (Rle) data compression design by vhdl and design by microcontroller
    and Marvin Chandra Wijaya
    International Journal of Modern Education and Computer Science, 2021
  • Automatic Short Answer Grading System in Indonesian Language Using BERT Machine Learning
    Marvin Chandra Wijaya
    Revue D Intelligence Artificielle, 2021
  • Two Verification Phases in Multimedia Authoring Modeling
    M. Wijaya, Z. Maksom, Muhammad Haziq Lim Abdullah
    Journal of Information and Communication Convergence Engineering, 2021
  • A brief of review: multimedia authoring tool attributes
    Marvin Chandra Wijaya, Zulisman Maksom, Muhammad Haziq Lim Abdullah
    Ingenierie Des Systemes D Information, 2021
  • The classification of documents in malay and indonesian using the naive bayesian method uses words and phrases as a training set
    Marvin Chandra Wijaya
    Mendel, 2020
  • Two stages best first search algorithm using hard and soft constraints heuristic for course timetabling
    Marvin Chandra Wijaya
    Revue D Intelligence Artificielle, 2020
  • Optimization maze robot using A* and flood fill algorithm
    Semuil Tjiharjadi, Marvin Chandra Wijaya, Erwin Setiawan
    International Journal of Mechanical Engineering and Robotics Research, 2017

RECENT SCHOLAR PUBLICATIONS

  • Binary Classification of Melanoma and Non-Melanoma Skin Lesions Using Rotation-Based Augmentation and Convolutional Neural Networks
    MC Wijaya
    Instrumentation, Mesure, Metrologie 25 (2), 85 , 2026
    2026
  • A SMIL-Based Approach for Designing Interactive Multimedia Film Players
    M Tanubrata, MC Wijaya, Z Maksom, AS Lehman, S Tjiharjadi, ...
    SMATIKA JURNAL 16 (01), 121-132 , 2026
    2026
  • A multimedia system for best-first search evacuation routes in tsunami mitigation emergencies on Sanur Beach, Bali, Indonesia.
    MC Wijaya
    Journal of Emergency Management (Weston, Mass.) 24 (2), 173-183 , 2026
    2026
  • The Relationship Between Social Media and Customer Visits at Tourist Destinations: Case Study of Bali Indonesia
    MC Wijaya
    Jurnal Pekommas 10 (2), 36-44 , 2025
    2025
  • DEVELOPMENT OF ADAPTIVE CONGESTION CONTROL MECHANISM FOR REAL-TIME MULTIMEDIA STREAMING IN VARIABLE NETWORK CONDITION.
    MC Wijaya
    Eastern-European Journal of Enterprise Technologies 5 , 2025
    2025
  • Peningkatan Literasi Teknologi Telepresence melalui Pelatihan Interaktif bagi Siswa SMA Harapan Kasih Bandung
    M Tanubrata, H Wong, MC Wijaya, JA Loekito, AS Lehman, J Chandra, ...
    Jurnal Inovasi Pengabdian dan Pemberdayaan Masyarakat 5 (1), 163-174 , 2025
    2025
  • Segmented least recently used cache replacement simulator.
    MC Wijaya, M Angela Kartawidjaja, K Edmund
    Jurnal Mantik 8 (5) , 2025
    2025
  • Smart Home and Multimedia Panels Design Interface in Sundanese Indonesian Traditional Houses
    MC Wijaya
    SSRG International Journal of Electrical and Electronics Engineering 12 (3 … , 2025
    2025
  • PENGARUH ORIENTASI KEWIRAUSAHAAN DAN ORIENTASI PASAR TERHADAP KINERJA USAHA DIMEDIASI KAPASITAS ABSORPTIF UMKM
    M Wijaya, M Ie
    Jurnal Serina Ekonomi dan Bisnis 3 (1), 40-50 , 2025
    2025
  • Machine Learning Algorithms for Real-Time Analysis of Multimedia Data from IoT-Based Health Instruments for Diabetes Management.
    MC Wijaya
    Instrumentation, Mesures, Métrologies 24 (1) , 2025
    2025
    Citations: 1
  • Intelligent Multimedia Composition: Leveraging Machine Learning for Conflict-Free Layouts
    MC Wijaya
    J. Inf. Hiding Multimed. Signal Process 16 (2), 737-748 , 2025
    2025
    Citations: 2
  • Web-Based Information System for Boarding House Information
    KZ Yulius, MC Wijaya
    International Journal of Scientific Research and Management , 2024
    2024
    Citations: 12
  • Security Analysis of SQL Injection Attacks on Multimedia and Journal-Services Sites Using Concatenated Input Validation and Parsing Method (CIVP)
    MC Wijaya
    Ingenierie des Systemes d'Information 29 (5), 1915 , 2024
    2024
    Citations: 1
  • Peningkatan Keterampilan Desain 3D Siswa SMA Melalui Pelatihan Berbasis Teknologi
    PP Yapinus, MC Wijaya, JA Loekito, H Wong, J Chandra, M Tanubrata, ...
    Jurnal Abdi Masyarakat 4 (2), 63-70 , 2024
    2024
  • Perancangan Dan Pembuatan Website Himpunan Mahasiswa Sistem Komputer Universitas Kristen Maranatha
    E Kristiandi, MC Wijaya
    Jurnal Sistem Informasi dan Sistem Komputer 9 (2), 134-142 , 2024
    2024
  • Pelatihan Database bagi Siswa SMA Harapan Kasih Bandung
    H Wong, MC Wijaya, JA Loekito, DS Pelupessy, AE Davidy, YN Bunardy, ...
    Jurnal ABDINUS: Jurnal Pengabdian Nusantara 8 (2), 436-443 , 2024
    2024
    Citations: 1
  • " Indie Movie" Film Making Training for SMAK 2 BPK Penabur Bandung Students: Pelatihan Pembuatan Film “Indie Movie” Bagi Siswa SMAK 2 BPK Penabur Bandung
    PP Yapinus, MC Wijaya, H Wong, JA Loekito, J Chandra, S Tjiharjadi, ...
    Dinamisia: Jurnal Pengabdian Kepada Masyarakat 8 (2), 344-350 , 2024
    2024
  • Pengenalan Teknik Komputer bagi Siswa SMAK 4 BPK Penabur Jakarta
    MC Wijaya, PP Yapinus, JA Loekito, M Tanubrata, AS Lehman, SM Cheol, ...
    Yumary: Jurnal Pengabdian kepada Masyarakat 4 (4), 541-549 , 2024
    2024
    Citations: 2
  • Edukasi Dan Pendampingan Pembuatan Aplikasi Mobile Untuk Siswa SMAK Bpk Penabur Singgasana Bandung
    MC Wijaya
    Kumawula: Jurnal Pengabdian Kepada Masyarakat 6 (3), 644-651 , 2023
    2023
    Citations: 3
  • Pelatihan Pembuatan Materi Pengajaran dan Penggunaan Aplikasi Perpustakaan bagi Guru SMP Swadaya Karya Cibuni Desa Indragiri Bandung
    JA Loekito, MC Wijaya, S Tjiharjadi, AS Lehman, M Tanubrata, H Wong, ...
    Jurnal ABDINUS: Jurnal Pengabdian Nusantara 7 (3), 710-718 , 2023
    2023
    Citations: 6

MOST CITED SCHOLAR PUBLICATIONS

  • Pengolahan Citra Digital Menggunakan Matlab
    A Prijono, MC Wijaya
    Cetakan Pertama, Informatika, Bandung , 2007
    2007
    Citations: 257
  • The impact of financial ratio toward stock price: evidence from banking companies
    M Wijaya, AI Yustina
    JAAF (Journal of Applied Accounting and Finance) 1 (1), 27-44 , 2019
    2019
    Citations: 32
  • Optimization Maze Robot Using A* and Flood Fill Algorithm
    S Tjiharjadi, MC Wijaya, E Setiawan
    International Journal of Mechanical Engineering and Robotics Research 6 … , 2017
    2017
    Citations: 26
  • Automatic Short Answer Grading System in Indonesian Language Using BERT Machine Learning.
    MC Wijaya
    Revue d'Intelligence Artificielle 35 (6) , 2021
    2021
    Citations: 21
  • Dampak Penggunaan Media Pembelajaran Berbasis Multimedia Interaktif pada Komunikasi Pengajar dan Siswa di Bandung
    MC Wijaya
    Jurnal Pekommas 4 (1), 53-60 , 2019
    2019
    Citations: 21
  • The Impact of Using Multimedia Interactive Based for Learning Media on Teacher and Student Communication in Bandung
    MC Wijaya
    Jurnal Pekommas 4 (1), 53-60 , 2019
    2019
    Citations: 18
  • Mencari nilai threshold yang tepat untuk perancangan pendeteksi kanker Trofoblas
    MC Wijaya, S Tjiharjadi
    Seminar Nasional Aplikasi Teknologi Informasi (SNATI) , 2009
    2009
    Citations: 17
  • Ekstraksi annonaceous acetogenin dari daun sirsak (Annona muricata) sebagai senyawa bioaktif antikanker [skripsi]
    M Wijaya
    Depok: Universitas Indonesia , 2012
    2012
    Citations: 16
  • A Brief of Review: Multimedia Authoring Tool Attributes A Brief of Review: Multimedia Authoring Tool Attributes
    MC Wijaya, Z Maksom, MHL Abdullah
    Ingénierie des Systèmes d’Information 26 (1), 1-11 , 2021
    2021
    Citations: 15
  • Pengenalan Komputer Disertai Pelatihan Mengetik Bagi Anak Remaja Pusat Pengembangan Anak 434 Gloria Genyem Kelurahan Tabri Provinsi Papua
    PP Yapinus, H Wong, AS Lehman, M Tanubrata, J Chandra, JA Loekito, ...
    Jurnal ABDINUS: Jurnal Pengabdian Nusantara 6 (2), 393-401 , 2022
    2022
    Citations: 13
  • Perancangan Pembelajaran Fisika Menggunakan Multimedia Interaktif untuk Meningkatkan Minat Mahasiswa terhadap Mata Kuliah Fisika
    MC Wijaya
    Science and Physics Education Journal (SPEJ) 3 (1), 28-36 , 2019
    2019
    Citations: 13
  • Web-Based Information System for Boarding House Information
    KZ Yulius, MC Wijaya
    International Journal of Scientific Research and Management , 2024
    2024
    Citations: 12
  • Research of Indonesian license plates recognition on moving vehicles
    MC Wijaya
    EUREKA: Physics and Engineering, 185-198 , 2022
    2022
    Citations: 8
  • A Brief Review: Multimedia Authoring Modeling.
    MC Wijaya, Z Maksom, MHL Abdullah
    J. Inf. Hiding Multim. Signal Process. 13 (1), 39-48 , 2022
    2022
    Citations: 8
  • The impact of financial ratio toward stock price: evidence from banking companies. Accountancy, 1–36
    M Wijaya, AI Yustina
    2016
    Citations: 8
  • Comparative analysis of performance run length (Rle) data compression design by vhdl and design by microcontroller
    MC Wijaya
    IJ Modern Education and Computer Science 6, 11-24 , 2021
    2021
    Citations: 7
  • Two Verification Phases in Multimedia Authoring Modeling
    MC Wijaya, Z Maksom, MHL Abdullah
    Journal of Information and Communication Convergence Engineering 19 (1), 42-47 , 2021
    2021
    Citations: 7
  • A brief of review: Multimedia authoring tool attributes. Ingénierie des Systèmes d’Information, 26 (1): 1-11
    MC Wijaya, Z Maksom, MHL Abdullah
    2021
    Citations: 7
  • Pelatihan Merakit Komputer Untuk Panti Sosial Asuhan Anak (PSAA) Darul Inayah
    MC Wijaya, M Tanubrata, AS Lehman, H Wong, A Tianda
    Dinamisia: Jurnal Pengabdian Kepada Masyarakat 4 (51), 285-92 , 2021
    2021
    Citations: 7
  • Pengolahan Citra Digital Menggunakan Matlab Image processing Toolbox
    CH Marvin Wijaya, A Prijono
    Bandung: Informatika , 2007
    2007
    Citations: 7