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USD 30 /hr
Hire Muhammad A.
Japan
USD 30 /hr

AI/ML Researcher & Scientific Technical Writer

Profile Summary
Subject Matter Expertise
Services
Writing Technical Writing, General Proofreading & Editing
Research Technology Scouting, Scientific and Technical Research, Systematic Literature Review
Consulting Scientific and Technical Consulting
Data & AI Predictive Modeling, Algorithm Design-ML, Text Mining & Analytics, Data Mining
Work Experience

Lecturer

Universitas Jember

March 2021 - Present

Education

PhD (Information Science)

Japan Advanced Institute of Science and Technology

April 2026 - March 2029

Master of Computer (Information System)

Institut Teknologi Sepuluh Nopember

January 2017 - September 2019

Bachelor of Art (Informatics Education)

Universitas Negeri Malang

August 2012 - August 2016

Certifications
  • Certification details not provided.
Publications
JOURNAL ARTICLE
Muhammad Ariful Furqon, Slamin Slamin, Rizky Alfanio Atmoko, Antonius Cahya Prihandoko, Qurrota A’yuni Ar Ruhimat, Annisa Fitri Maghiroh Harvyanti, Bayu Taruna Widjaja Putra, Roslan Hasni (2026). Agraph neural network framework for vascular streak dieback recognition . Indonesian Journal of Electrical Engineering and Computer Science.
Muhammad Ariful Furqon, Muhamad Arief Hidayat, Windi Eka Yulia Retnani, Gayatri Dwi Santika (2026). Rice Deep Knowledge Graph-Based Expert System: An Intelligent Solution for Identifying Rice Pests and Diseases . Journal of Applied Agricultural Science and Technology.
Pendampingan Petani Melalui Aplikasi Smart Farming “GermasTani” di Desa Sukorejo Kabupaten Jember @article{Ariful_Furqon_2025, title={Pendampingan Petani Melalui Aplikasi Smart Farming “GermasTani” di Desa Sukorejo Kabupaten Jember}, volume={3}, ISSN={2986-1519}, url={http://dx.doi.org/10.35143/jiter-pm.v3i4.6839}, DOI={10.35143/jiter-pm.v3i4.6839}, number={4}, journal={JITER-PM (Jurnal Inovasi Terapan - Pengabdian Masyarakat)}, publisher={Politeknik Caltex Riau}, author={Ariful Furqon, Muhammad and Kusmiati, Ati and Puspaningrum, Diah}, year={2025}, month=dec, pages={1–9} } . JITER-PM (Jurnal Inovasi Terapan - Pengabdian Masyarakat).
Implementation of Finite State Machine in Flowchart-Based Visual Programming Game @article{Iqbal_Al_Mahdi_2025, title={Implementation of Finite State Machine in Flowchart-Based Visual Programming Game}, volume={10}, ISSN={2548-480X}, url={http://dx.doi.org/10.21512/jggag.v10i3.12133}, DOI={10.21512/jggag.v10i3.12133}, number={3}, journal={Journal of Games, Game Art, and Gamification}, publisher={Universitas Bina Nusantara}, author={Iqbal Al Mahdi and Saiful Bukhori and Muhammad Ariful Furqon}, year={2025}, month=dec, pages={93–105} } . Journal of Games, Game Art, and Gamification.
Muhammad Ariful Furqon, Fadil Abdillah Suyudi, Qurrota A'yuni Ar Ruhimat (2025). Implementation of Bidirectional Encoder Representations from Transformers in a Content-based Music Recommendation System for Digital Music Platform Users . Jurnal Elektronika dan Telekomunikasi.
Deteksi Berita Hoaks Berbahasa Indonesia Menggunakan One-Dimensional Convolutional Neural Network @article{Muhammad_Zuama_Al_Amin_2025, title={Deteksi Berita Hoaks Berbahasa Indonesia Menggunakan One-Dimensional Convolutional Neural Network}, volume={14}, ISSN={2301-4156}, url={http://dx.doi.org/10.22146/jnteti.v14i2.19050}, DOI={10.22146/jnteti.v14i2.19050}, number={2}, journal={Jurnal Nasional Teknik Elektro dan Teknologi Informasi}, publisher={Universitas Gadjah Mada}, author={Muhammad Zuama Al Amin and Muhammad Ariful Furqon and Dwi Wijonarko}, year={2025}, month=may, pages={161–169} } . Jurnal Nasional Teknik Elektro dan Teknologi Informasi.
Combining Rule Based, Lexicon Based and Support Vector Machine for Improve Accuracy in Sentiment Analysis of ChatGPT Usage @article{Arham_Zainul_Abidin_2025, title={Combining Rule Based, Lexicon Based and Support Vector Machine for Improve Accuracy in Sentiment Analysis of ChatGPT Usage}, volume={1}, ISSN={3090-3157}, url={http://dx.doi.org/10.19184/raisa.v1i1.4334}, DOI={10.19184/raisa.v1i1.4334}, number={1}, journal={Journal of Research in Artificial Intelligence for Systems and Applications}, publisher={UPT Penerbitan Universitas Jember}, author={Arham Zainul Abidin and Muhammad Ariful Furqon and Bukhori, Saiful}, year={2025}, month=jan, pages={20–28} } . Journal of Research in Artificial Intelligence for Systems and Applications.
Furqon, M., Mauritsius, T.(2025). Prediction of the Use of Liquid Chemical Materials using Machine Learning Method: A Case Study at XYZ Company . International Journal of Engineering Trends and Technology. 73. (9). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 66-78.
Munawwaroh, Halilatul, El Maidah, Nova, Furqon, Muhammad Ariful (2025). Forecasting the Average Bulk Cooking Oil Prices in Indonesia Using the Chen Fuzzy Time Series Method . Preprints.org.
Mochamad Bagoes Alfarazi, Muhammad 'Ariful Furqon, Harry Soepandi (2024). Sentiment Analysis of Universitas Jember’s Sister for Student Application Using Gaussian Naive Bayes and N-Gram . Journal of Innovation Information Technology and Application (JINITA).
Harmoni Multikultural: Membangun Kebersamaan di Tengah Perbedaan untuk Kaum Milenial @article{Katarina_Leba_2024, title={Harmoni Multikultural: Membangun Kebersamaan di Tengah Perbedaan untuk Kaum Milenial}, volume={3}, ISSN={2962-6692}, url={http://dx.doi.org/10.55123/abdisoshum.v3i4.4217}, DOI={10.55123/abdisoshum.v3i4.4217}, number={4}, journal={ABDISOSHUM: Jurnal Pengabdian Masyarakat Bidang Sosial dan Humaniora}, publisher={Yayasan Literasi Sains Indonesia}, author={Katarina Leba and Balthasar Watunglawar and Muhammad ‘Ariful Furqon and Dwi Wijonarko}, year={2024}, month=dec, pages={240–253} } . ABDISOSHUM: Jurnal Pengabdian Masyarakat Bidang Sosial dan Humaniora.
Penerapan Metode Fuzzy Time Series Cheng Pada Peramalan Inflasi di Indonesia @article{Putri_2024, title={Penerapan Metode Fuzzy Time Series Cheng Pada Peramalan Inflasi di Indonesia}, volume={13}, ISSN={2252-9039}, url={http://dx.doi.org/10.34010/komputika.v13i2.12108}, DOI={10.34010/komputika.v13i2.12108}, number={2}, journal={Komputika : Jurnal Sistem Komputer}, publisher={Universitas Komputer Indonesia}, author={Putri, Ikfira Agustina and El Maidah, Nova and Ariful Furqon, Muhammad}, year={2024}, month=oct, pages={183–191} } . Komputika : Jurnal Sistem Komputer.
Critical Exploratory Data Analysis on Stroke Prediction Dataset @article{Ariful_Furqon_2024, title={Critical Exploratory Data Analysis on Stroke Prediction Dataset}, volume={10}, ISSN={2443-4159}, url={http://dx.doi.org/10.35143/jkt.v10i1.6307}, DOI={10.35143/jkt.v10i1.6307}, number={1}, journal={Jurnal Komputer Terapan}, publisher={Politeknik Caltex Riau}, author={Ariful Furqon, Muhammad Arif and Najwa, Nina Fadilah and Zarkasi, Mohamad and Pandunata, Priza and Fajariyanto, Gama Wisnu}, year={2024}, month=jun, pages={67–77} } . Jurnal Komputer Terapan.
Peningkatan Layanan Warga Sebagai Pendukung Tercapainya Sdg's Desa Melalui Perbaikan Layanan Internet Service Desa @article{Wulandari_2023, title={Peningkatan Layanan Warga Sebagai Pendukung Tercapainya Sdg’s Desa Melalui Perbaikan Layanan Internet Service Desa}, volume={9}, ISSN={2527-5216}, url={http://dx.doi.org/10.32528/jpmi.v9i1.474}, DOI={10.32528/jpmi.v9i1.474}, number={1}, journal={Jurnal Pengabdian Masyarakat IPTEKS}, publisher={Universitas Muhammadiyah Jember}, author={Wulandari, Diah Ayu Retnani and Dewanata Mahrahillah, Albert and ‘Ariful Furqon, Muhammad and Ridwan Susanto4, Benny}, year={2023}, month=jun, pages={7–20} } . Jurnal Pengabdian Masyarakat IPTEKS.
Muhammad Ariful Furqon, Fajrin Nurman Arifin, Adelia Arinda Cahyarani, Oktalia Juwita, R. Isnanto, Hadiyanto, B. Warsito(2023). Small Medium Enterprise Data Visualization Analysis as Strategic Business Development . E3S Web of Conferences. 448. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 02018. EDP Sciences
Muhammad ‘Ariful Furqon, Nina Fadilah Najwa, Deny Hermansyah, Mohammad Zarkasi (2022). Knowledge Graph Modeling in Healthcare: A Bibliometric Analysis . Jurnal Komputer Terapan.
Muhammad Ariful Furqon, Nina Fadilah Najwa, Vera Kartika (2022). Rancang Bangun Sistem E-Commerce untuk Usaha Penjualan Elektronik . Jurnal Nasional Teknologi dan Sistem Informasi.
Graph Database Modelling on Malay Architecture IFC Data @article{Ariful_Furqon_2021, title={Graph Database Modelling on Malay Architecture IFC Data}, volume={4}, ISSN={3023-7009}, url={http://dx.doi.org/10.38027/iccaua2021139n7}, DOI={10.38027/iccaua2021139n7}, number={1}, journal={Proceedings of the International Conference of Contemporary Affairs in Architecture and Urbanism-ICCAUA}, publisher={Alanya Üniversitesi}, author={Ariful Furqon, Muhammad and Faisal, Gun and Fadilah Najwa, Nina}, year={2021}, month=jun, pages={50–55} } . Proceedings of the International Conference of Contemporary Affairs in Architecture and Urbanism-ICCAUA.
Faisal, G., Najwa, N.F., Furqon, M.A., Rozi, F.(2021). IT-Architecture Study Literature Research Collaboration: Malay Architecture Context . International Journal on Informatics Visualization. 5. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 212-217.
Ariful Furqon, Muhammad, Fadilah Najwa, Nina, Septa Sintiya, Endah, Maya Safitri, Erista, Ramadhani Mukhlis, Iqbal (2020). Critical data analysis of COVID-19 spreading in Indonesia to measure the readiness of new-normal policy . ArXiv.
Najwa, Nina Fadilah and Furqon, Muhammad Ariful and Saputra, Eki(2020). Ulasan Literatur: Faktor-Faktor yang Mempengaruhi Adopsi Mobile Cloud Computing pada Mahasiswa. Ultimatics: Jurnal Teknik Informatika. 12. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 72--79.
Nur Aini Rakhmawati and Sayekti Harits Suryawan and Muhammad Ariful Furqon and Deny Hermansyah(2019). Indonesia’s Public Application Programming Interface (API) . Jurnal Penelitian Pos dan Informatika. 9. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 85. Badan Litbang {SDM} Kementerian Komunikasi dan Informatika
Nur Aini Rakhmawati and Sayekti Harits and Deny Hermansyah and Muhammad Ariful Furqon(2018). A Survey of Web Technologies Used in Indonesia Local Governments . Sisfo. 07. (03). Jurusan Sistem Informasi
Furqon, Muhammad Ariful and Hermansyah, Deny and Sari, Rita and Sukma, Alifian and Akbar, Yanuandika and Rakhmawati, Nur Aini(2018). Analisis Jenis Posting Media Sosial Pemerintah Daerah di Indonesia Berdasarkan Like dan Analisis Sentimental Masyarakat. Jurnal Sosioteknologi. 17. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 177--190.
Furqon, MA and Hermansyah, D and Sari, S and Sukma, A and Akbar, Y and Rakhmawati, NA(2018). Analisis Sosial Media Pemerintah Daerah di Indonesia Berdasarkan Respons Warganet. Jurnal Sosioteknologi. 17. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2--4.
Najwa, Nina Fadilah and Furqon, Muhammad Ariful and Mahananto, Faizal(2018). Literature Review on Extended Use case in Modeling Non-functional Requirement. Int. J. Sci. Res. Comput. Sci. Eng. Inf. Technol. 3. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1832--1844.
CONFERENCE PAPER
Atmoko, R.A., Slamin, Prihandoko, A.C., Furqon, M.A., Ruhimat, Q.A.A., Putra, B.T.W., Hasni, R.(2025). Indonesia Rice Yields Forecasting Using Agri-Graph Neural Network . Conference Proceedings 2025 9th International Conference on Man Machine Systems Icomms 2025. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 245-249.
Muhammad ‘Ariful Furqon, Erik Razasyah Fahlefi, Nelly Oktavia Adiwijaya (2024). Drug Sales Forecasting Using Single Exponential Smoothing (Case Study: NDM Pharmacy) . PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON MODELLING, SIMULATION AND APPLIED MATHEMATICS (MSAM2017).
Arifin, F.N., Cahyarani, A.A., Ariful Furqon, M., Juwita, O.(2023). Small Medium Enterprise Data Visualization Analysis as Strategic Business Development . E3S Web of Conferences. 448.
Furqon, M., Nugroho, S.M.S., Rachmadi, R.F., Kurniawan, A., Ketut Eddy Purnama, I., Aji, M.H.S.B.(2021). Arrhythmia Classification Using EFFICIENTNET-V2 with 2-D Scalogram Image Representation . Proceedings - 2021 TRON Symposium, TRONSHOW 2021.
Safitri, E.M., Pratama, A., Furqon, M.A., Mukhlis, I.R., Agussalim, Faroqi, A.(2020). Interaction effect of system, information and service quality on intention to use and user satisfaction . Proceeding - 6th Information Technology International Seminar, ITIS 2020. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 92-97.
Sintiya, E.S., Kusumawardana, A., Furqon, M.A., Najwa, N.F., Puspitaningrum, A.C., Afrah, A.S., Sintiya, E.S., Kusumawardana, A., Furqon, M.A., Najwa, N.F., et al.(2020). SARIMA and Holt-Winters Seasonal Methods for Time Series Forecasting in Tuberculosis Case . 4th International Conference on Vocational Education and Training, ICOVET 2020. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 19-23.
Furqon, M.A., Rakhmawati, N.A., Mahananto, F., Furqon, M.A., Rakhmawati, N.A., Mahananto, F.(2018). Heart failure decision support system using semantic web approach . Proceedings - 2018 3rd International Conference on Information Technology, Information Systems and Electrical Engineering, ICITISEE 2018. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 298-303.
OTHER
Furqon, M.A., Najwa, N.F., Sintiya, E.S., Safitri, E.M., Mukhlis, I.R.(2020). Critical data analysis of COVID-19 spreading in Indonesia to measure the readiness of new-normal policy . arXiv.
REPORT
Furqon, Muhammad Ariful(2019). SISTEM PENDUKUNG KEPUTUSAN DALAM BIOMEDIS: PREDIKSI GAGAL JANTUNG KONGESTIF MENGGUNAKAN SEMANTIC BAYESIAN NETWORK . Institut Teknologi Sepuluh Nopember. Unpublished
Furqon, Muhammad Ariful(2016). PENGEMBANGAN GAME EDUKASI BERBASIS MOBILE PADA KOMPETENSI PENGALAMATAN JARINGAN UNTUK SMK PROGRAM KEAHLIAN TKJ . Universitas Negeri Malang. Unpublished