Hello! My name is Muhammad Irfan Luthfi, and I warmly welcome you to the UNYDeveloperNetwork (UDN) Laboratory. Our laboratory is at the forefront of research and innovation in several exciting fields including Computer Vision (CV), Artificial Intelligence (AI), and their applications in education. We are also deeply engaged in advancing Mobile Software Engineering, focusing on user interface/user experience design (UI/UX), and ensuring the highest standards in Mobile Software Quality Assurance.
On this page, you’ll find a comprehensive collection of resources related to my work. Explore my published books, scholarly articles, ongoing projects, and educational videos from my classroom sessions. Dive into the details of our cutting-edge research and discover how we’re pushing the boundaries of technology and education.
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Investigating anxiety and acceptance of students and parents toward authentic contextual learning with a mobile app under the COVID-19.
Hariyanti, U.; Hwang, W.; Nurtantyana, R.; Surjono, H. D.; Rochmah, I. N.; Hoang, A.; Luthfi, M. I.; and Maulana Putra, M. T.
Interactive Learning Environments, 32(6): 2776–2788. 2024.
linkbibtex
@article{hariyanti2024investigating,
title={Investigating anxiety and acceptance of students and parents toward authentic contextual learning with a mobile app under the COVID-19},
author={Hariyanti, Uun and Hwang, Wu-Yuin and Nurtantyana, Rio and Surjono, Herman Dwi and Rochmah, Irma Nuur and Hoang, Anh and Luthfi, Muhammad Irfan and Maulana Putra, Muhamad Trio},
journal={Interactive Learning Environments},
volume={32},
number={6},
pages={2776--2788},
year={2024},
publisher={Routledge}
}
Unbox learning: a practical guide to building powerful educational games.
Luthfi, I. M. I.; and Yuniar Indrihapsari, S.
K-Media, 2024.
linkbibtex
@book{luthfi2024unbox,
title={Unbox learning: a practical guide to building powerful educational games},
author={Luthfi, Ir Muhammad Irfan and Yuniar Indrihapsari, ST},
year={2024},
publisher={K-Media}
}
Komparasi Metode Klasifikasi Dalam Analisis Sentimen Ulasan Pengguna Aplikasi KRL Access Di Google Play Store.
Septiyanti, N. D.; Luthfi, M. I.; and Romadloni, N. T.
Journal Computer Science and Information Systems: J-Cosys, 4(1): 64–75. 2024.
linkbibtex
@article{septiyanti2024komparasi,
title={Komparasi Metode Klasifikasi Dalam Analisis Sentimen Ulasan Pengguna Aplikasi KRL Access Di Google Play Store},
author={Septiyanti, Nisa Dwi and Luthfi, Muhammad Irfan and Romadloni, Nova Tri},
journal={Journal Computer Science and Information Systems: J-Cosys},
volume={4},
number={1},
pages={64--75},
year={2024}
}
An Extremely Close Vibration Frequency Signal Recognition Using Deep Neural Networks.
Jati, M. P.; Luthfi, M. I.; Yao, C.; Dehnaw, A. M.; Manie, Y. C.; and Peng, P.
Applied Sciences, 14(7): 2855. 2024.
linkbibtex
@article{jati2024extremely,
title={An Extremely Close Vibration Frequency Signal Recognition Using Deep Neural Networks},
author={Jati, Mentari Putri and Luthfi, Muhammad Irfan and Yao, Cheng-Kai and Dehnaw, Amare Mulatie and Manie, Yibeltal Chanie and Peng, Peng-Chun},
journal={Applied Sciences},
volume={14},
number={7},
pages={2855},
year={2024},
publisher={MDPI}
}
Transforming heavy equipment engineering learning using virtual reality: A literature review and case study.
Tsauri, C. N. I.; Sudira, P.; and Luthfi, M. I.
Jurnal Pendidikan Vokasi, 14(1): 43–52. 2024.
linkbibtex
@article{tsauri2024transforming,
title={Transforming heavy equipment engineering learning using virtual reality: A literature review and case study},
author={Tsauri, Chamdan Nor Ihwan and Sudira, Putu and Luthfi, Muhammad Irfan},
journal={Jurnal Pendidikan Vokasi},
volume={14},
number={1},
pages={43--52},
year={2024}
}
Effect of Chatbot-Assisted Learning on Students’ Learning Motivation and Its Pedagogical Approaches.
Septiyanti, N. D.; Luthfi, M. I.; and Darmawansah, D.
Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika, 10(1): 69–77. 2024.
linkbibtex
@article{septiyanti2024effect,
title={Effect of Chatbot-Assisted Learning on Students’ Learning Motivation and Its Pedagogical Approaches},
author={Septiyanti, Nisa Dwi and Luthfi, Muhammad Irfan and Darmawansah, Darmawansah},
journal={Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika},
volume={10},
number={1},
pages={69--77},
year={2024}
}
Enhancing Usability and Learner Engagement: A Heuristic Evaluation of the AI-Enhanced Video Drama Maker App.
Liu, Y.; Luthfi, M. I.; and Hwang, W.
In 2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE), pages 337–342, 2024. IEEE
linkbibtex
@inproceedings{liu2024enhancing,
title={Enhancing Usability and Learner Engagement: A Heuristic Evaluation of the AI-Enhanced Video Drama Maker App},
author={Liu, Yi-Fan and Luthfi, Muhammad Irfan and Hwang, Wu-Yuin},
booktitle={2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE)},
pages={337--342},
year={2024},
organization={IEEE}
}
Developing Eternal Learning Model Trainer System to Support Continuous Knowledge Integration and Cognitive Growth.
Luthfi, M. I.; and Hwang, W.
In 2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE), pages 217–223, 2024. IEEE
linkbibtex
@inproceedings{luthfi2024developing,
title={Developing Eternal Learning Model Trainer System to Support Continuous Knowledge Integration and Cognitive Growth},
author={Luthfi, Muhammad Irfan and Hwang, Wu-Yuin},
booktitle={2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE)},
pages={217--223},
year={2024},
organization={IEEE}
}
Pengembangan Mesin Tanya Jawab Artikel Ilmiah Berbahasa Indonesia Berbasis GPT.
Luthfi, M. I.; Septiyanti, N. D.; and others
Jurnal Teknologi dan Inovasi Digital, 1(1). 2024.
linkbibtex
@article{luthfi2024pengembangan,
title={Pengembangan Mesin Tanya Jawab Artikel Ilmiah Berbahasa Indonesia Berbasis GPT},
author={Luthfi, Muhammad Irfan and Septiyanti, Nisa Dwi and others},
journal={Jurnal Teknologi dan Inovasi Digital},
volume={1},
number={1},
year={2024}
}
Analyzing the Impact of Academic and Financial Factors on the Employment Prosperity of Engineering Graduates: A Case Study from Universitas Negeri Yogyakarta.
Indrihapsari, Y.; Luthfi, M. I.; Ardy, S. A.; and Shittu, A. J. K.
Elinvo (Electronics, Informatics, and Vocational Education), 9(2): 1–11. 2024.
linkbibtex
@article{indrihapsari2024analyzing,
title={Analyzing the Impact of Academic and Financial Factors on the Employment Prosperity of Engineering Graduates: A Case Study from Universitas Negeri Yogyakarta},
author={Indrihapsari, Yuniar and Luthfi, Muhammad Irfan and Ardy, Satya Adhiyaksa and Shittu, Abdul Jaleel Kehinde},
journal={Elinvo (Electronics, Informatics, and Vocational Education)},
volume={9},
number={2},
pages={1--11},
year={2024}
}
2023
(5)
Evaluation of fraction learning in authentic context using Ubiquitous Fraction App.
Hwang, W.; Luthfi, M. I.; Hariyanti, U.; and Wardani, R.
Education and Information Technologies, 28(6): 6755–6779. 2023.
linkbibtex
@article{hwang2023evaluation,
title={Evaluation of fraction learning in authentic context using Ubiquitous Fraction App},
author={Hwang, Wu-Yuin and Luthfi, Muhammad Irfan and Hariyanti, Uun and Wardani, Ratna},
journal={Education and Information Technologies},
volume={28},
number={6},
pages={6755--6779},
year={2023},
publisher={Springer US New York}
}
Design Thinking untuk Analisis Masalah Pembelajaran Daring Pada Masa Pandemi Covid-19 di Indonesia.
Luthfi, M.; and Septiyanti, N.
DECODE: Jurnal Pendidikan Teknologi Informasi, 3(2): 193–204. 2023.
linkbibtex
@article{luthfi2023design,
title={Design Thinking untuk Analisis Masalah Pembelajaran Daring Pada Masa Pandemi Covid-19 di Indonesia},
author={Luthfi, M.I. and Septiyanti, N.D.},
journal={DECODE: Jurnal Pendidikan Teknologi Informasi},
volume={3},
number={2},
pages={193--204},
year={2023},
publisher={Pendidikan Teknologi Informasi UM Kendari}
}
Breaking Down Computer Networking Instructional Videos: Automatic Summarization with Video Attributes and Language Models.
Sukardiyono, T.; Luthfi, M. I.; and Septiyanti, N. D.
Elinvo (Electronics, Informatics, and Vocational Education), 8(1): 26–37. 2023.
linkbibtex
@article{sukardiyono2023breaking,
title={Breaking Down Computer Networking Instructional Videos: Automatic Summarization with Video Attributes and Language Models},
author={Sukardiyono, Totok and Luthfi, Muhammad Irfan and Septiyanti, Nisa Dwi},
journal={Elinvo (Electronics, Informatics, and Vocational Education)},
volume={8},
number={1},
pages={26--37},
year={2023}
}
Development of an Android-Based Cultural Heritage Map App.
Luthfi, M. I.; Wardani, R.; and Septiyanti, N. D.
Elinvo (Electronics, Informatics, and Vocational Education), 8(1): 103–112. 2023.
linkbibtex
@article{luthfi2023development,
title={Development of an Android-Based Cultural Heritage Map App},
author={Luthfi, Muhammad Irfan and Wardani, Ratna and Septiyanti, Nisa Dwi},
journal={Elinvo (Electronics, Informatics, and Vocational Education)},
volume={8},
number={1},
pages={103--112},
year={2023}
}
Systematic Literature Review Langchain Proposed.
Asyrofi, R.; Dewi, M. R.; Lutfhi, M. I.; and Wibowo, P.
In 2023 International Electronics Symposium (IES), pages 533–537, 2023. IEEE
linkbibtex
@inproceedings{asyrofi2023systematic,
title={Systematic Literature Review Langchain Proposed},
author={Asyrofi, Rakha and Dewi, Mutia Rahmi and Lutfhi, Muhammad Irfan and Wibowo, Prasetyo},
booktitle={2023 International Electronics Symposium (IES)},
pages={533--537},
year={2023},
organization={IEEE}
}
2021
(1)
An authentic learning approach to assist the computational thinking in mathematics Learning for elementary school.
Wardani, R.; Zakaria, M.; Priyanto, P.; Luthfi, M. I.; Rochmah, I. N.; Rahman, A. F.; and Putra, M. T. M.
Elinvo (Electronics, Informatics, and Vocational Education), 6(2): 139–148. 2021.
linkbibtex
@article{wardani2021authentic,
title={An authentic learning approach to assist the computational thinking in mathematics Learning for elementary school},
author={Wardani, Ratna and Zakaria, Masduki and Priyanto, Priyanto and Luthfi, Muhammad Irfan and Rochmah, Irma Nuur and Rahman, Andy Ferry and Putra, Muhammad Trio Maulana},
journal={Elinvo (Electronics, Informatics, and Vocational Education)},
volume={6},
number={2},
pages={139--148},
year={2021}
}
2019
(2)
Authentic U-Fraction in Authentic Learning Environment.
Luthfi, M. I.; and Hwang, W.
2019.
linkbibtex
@misc{luthfi2019authentic,
title={Authentic U-Fraction in Authentic Learning Environment},
author={Luthfi, Muhammad Irfan and Hwang, Wu-Yuin},
journal={https://etd.lib.nctu.edu.tw/cgi-bin/gs32/ncugsweb.cgi/login?o=dncucdr\&s=id\%3D\%22GC107524605\%22.\&searchmode=basic\&fbclid=IwAR3bVHaUlIP4SYHsf3Q6BqwG161wtXR7xNjC1a7T0xLYZdn9g-s8u0y2cos},
year={2019},
publisher={National Central University}
}
Application of Design Thinking in Designing History Instructional Media for High School Students.
Luthfi, M.; and Wardani, R.
International Journal of Advanced Science and Technology, 28(16): 698–710. 2019.
linkbibtex
@article{luthfi2019application,
title={Application of Design Thinking in Designing History Instructional Media for High School Students},
author={Luthfi, M.I. and Wardani, R.},
journal={International Journal of Advanced Science and Technology},
volume={28},
number={16},
pages={698--710},
year={2019},
publisher={Science \& Engineering Research Support Society}
}
2016
(2)
PENGEMBANGAN GAME EDUKASI “BROOOM-BROOOM” BERBASIS ANDROID SEBAGAI MEDIA PEMBELAJARAN DALAM BERLALU LINTAS UNTUK SISWA SMK.
Luthfi, M. I.; Karunia, A. N.; Nurhadiyati, A.; Nur, A. C.; and Aminah, L. F. R.
. 2016.
linkbibtex
@article{luthfi2016pengembangan,
title={PENGEMBANGAN GAME EDUKASI “BROOOM-BROOOM” BERBASIS ANDROID SEBAGAI MEDIA PEMBELAJARAN DALAM BERLALU LINTAS UNTUK SISWA SMK},
author={Luthfi, Muhammad Irfan and Karunia, Anisah Novi and Nurhadiyati, Anisa and Nur, Ariska Candra and Aminah, Luthfi Fahmi Roshaanatun},
year={2016}
}
PENGEMBANGAN APLIKASI HISTOROID BERBASIS ANDROID SEBAGAI MEDIA PEMBELAJARAN SEJARAH SISWA SMA.
Luthfi, M. I.
Ph.D. Thesis, Universitas Negeri Yogyakarta, 2016.
linkbibtex
@phdthesis{luthfi2016pengembangan,
title={PENGEMBANGAN APLIKASI HISTOROID BERBASIS ANDROID SEBAGAI MEDIA PEMBELAJARAN SEJARAH SISWA SMA},
author={Luthfi, Muhammad Irfan},
year={2016},
school={Universitas Negeri Yogyakarta}
}
2015
(1)
Lapisan–lapisan Sistem Operasi Android.
Luthfi, M. I.
2015.
linkbibtex
@misc{luthfi2015lapisan,
title={Lapisan--lapisan Sistem Operasi Android},
author={Luthfi, Muhammad Irfan},
year={2015}
}
undefined
(6)
LOMBA KARYA TULIS ILMIAH (LKTI) NASIONAL OPEN-EDU INDONESIA (OPEN EDUCATION FOR ALL PEOPLE) SEBAGAI INOVASI PEMBELAJARAN BERBASIS VIRTUAL CLASS TEKNOLOGI PENDIDIKAN.
Luthfi, M. I.; Karunia, A. N.; and Arofah, D. M.
. .
linkbibtex
@article{luthfilomba,
title={LOMBA KARYA TULIS ILMIAH (LKTI) NASIONAL OPEN-EDU INDONESIA (OPEN EDUCATION FOR ALL PEOPLE) SEBAGAI INOVASI PEMBELAJARAN BERBASIS VIRTUAL CLASS TEKNOLOGI PENDIDIKAN},
author={Luthfi, Muhammad Irfan and Karunia, Anisah Novi and Arofah, Diah Meta}
}
“JONO THE ENERGY DISCOVERER” GAME DUA DIMENSI SEBAGAI MEDIA EDUKASI DALAM MENINGKATKAN PEMAHAMAN SUMBER ENERGI TERBARUKAN BAGI GENERASI MUDA MENUJU INDONESIA EMAS.
Karunia, A. N.; Islami, I. N.; and Luthfi, M. I.
. .
linkbibtex
@article{karuniajono,
title={“JONO THE ENERGY DISCOVERER” GAME DUA DIMENSI SEBAGAI MEDIA EDUKASI DALAM MENINGKATKAN PEMAHAMAN SUMBER ENERGI TERBARUKAN BAGI GENERASI MUDA MENUJU INDONESIA EMAS},
author={Karunia, Anisah Novi and Islami, Imas Nurani and Luthfi, Muhammad Irfan}
}
OPTIMALISASI UMKM VIRTUAL MARKET (UVM) DALAM MENGHADAPI ASEAN ECONOMIC COMMUNITY (AEC) 2015.
Islami, I. N.; Karunia, A. N.; and Luthfi, M. I.
. .
linkbibtex
@article{islamioptimalisasi,
title={OPTIMALISASI UMKM VIRTUAL MARKET (UVM) DALAM MENGHADAPI ASEAN ECONOMIC COMMUNITY (AEC) 2015},
author={Islami, Imas Nurani and Karunia, Anisah Novi and Luthfi, Muhammad Irfan}
}
Pengembangan Prototipe Asisten Tugas Akhir Cerdas dengan Teknologi GPT.
Luthfi, M. I.; and Septiyanti, N. D.
. .
linkbibtex
@article{luthfipengembangan,
title={Pengembangan Prototipe Asisten Tugas Akhir Cerdas dengan Teknologi GPT},
author={Luthfi, Muhammad Irfan and Septiyanti, Nisa Dwi}
}
Developing an AI-enhanced Video Drama-Making Learning System to Support.
Liu, Y.; Luthfi, M. I.; and Hwang, W.
. .
linkbibtex
@article{liudeveloping,
title={Developing an AI-enhanced Video Drama-Making Learning System to Support},
author={Liu, Yi-Fan and Luthfi, Muhammad Irfan and Hwang, Wu-Yuin}
}
