Farhanna Mar'i, S.Kom., M.Kom.

Farhanna Mar'i, S.Kom., M.Kom. adalah dosen di Universitas Negeri Surabaya. Dalam 5 tahun terakhir, mengampu 5 matakuliah. Sudah melakukan pengabdian sebanyak 2. Sudah mempublikasi Artikel Ilmiah dalam jurnal sebanyak 29. Memiliki karya buku sebanyak 1. Menjadi pemakalah seminar ilmiah sebanyak 8. Memperoleh HKI sebanyak 4.

Identitas Diri

Riwayat Pendidikan

S2
Nama Perguruan Tinggi UNIVERSITAS BRAWIJAYA
Bidang Ilmu S2 Ilmu Komputer
Tahun Masuk-Lulus 2017 - 2019
Judul Skripsi/Tesis/Disertasi -
Nama Pembimbing/Promotor -

Mata Kuliah yang Diampu

No. Mata Kuliah
1 Analisis dan Desain Perangkat Lunak
2 Basis Data
3 Matematika Diskrit
4 Sains Komputasi
5 Statistika

Data Penelitian Dari Sim Litabmas

No. Tahun Judul Sumber Dana
1 2023 COMPARISON OF FEDERATED AND CENTRALIZED LEARNING FOR IMAGE CLASSIFICATION Litabmas

Data Penelitian Dari Non Litabmas

No. Tahun Judul Sumber Dana
1 2025 Pengembangan Media Pembelajaran TinyML Berbasis Wio Terminal dalam Pengenalan Machine Learning untuk Pemula
2 2025 Analisis Pengaruh Faktor Demografi terhadap Waktu Tunggu Kerja Lulusan Teknik Informatika Universitas Negeri Surabaya
3 2025 Rancang Bangun Teknologi AI Inklusif untuk Penerjemah Bahasa Isyarat Bisindo Berbasis TensorFlow
4 2025 Eksplorasi Penggunaan Generative AI dalam Pengembangan Perangkat Lunak: Tinjauan Teoretis dan Perspektif Masa Depan

Pengabdian Kepada Masyarakat

No Tahun Judul Pengabdian Sumber Pendanaan
1 2025 Peningkatan Pemahaman Implementasi Machine Learning bagi Siswa SMK Negeri 1 Bangil untuk Meningkatkan Kompetensi di Bidang Teknik Informatika
2 2025 Peningkatan Kesehatan Mental Pekerja Migran Indonesia di Taiwan: Skrining, Dukungan, dan Edukasi dalam Satu Platform Teknologi

Publikasi Jurnal

No Judul Artikel Ilmiah Nama Jurnal Volume/Nomor/Tahun
1 A conceptual approach of optimization in federated learning Indonesian Journal of Electrical Engineering and Computer Science 37 /-/2025
2 Sistem Integrasi Kuliah Mandiri (SIKM) sebagai solusi Kampus Merdeka di era Pandemi virus COVID-19 - /-/0
3 Prediction result of dota 2 games using improved svm classifier based on particle swarm optimization 2018 International Conference on Sustainable Information Engineering and …, 2018 - /-/2018
4 Clustering Credit Card Holder Berdasarkan Pembayaran Tagihan Menggunakan Improved K-Means dengan Particle Swarm Optimization J. Teknol. Inf. dan Ilmu Komput 5 (6), 737, 2018 - /-/2018
5 An improved simulated annealing for the capacitated vehicle routing problem (CVRP) Jurnal Ilmiah Kursor 9 (3), 2018 - /-/2018
6 Sistem Rekomendasi profesi berdasarkan dimensi Big Five Personality menggunakan Fuzzy Inference System Tsukamoto Jurnal Teknologi Informasi dan Ilmu Komputer 6 (5), 457-466, 2019 - /-/2019
7 Hybrid particle swarm optimization and simulated annealing for capacitated vehicle routing problem 2019 International Conference on Sustainable Information Engineering and …, 2019 - /-/2019
8 Prediction of forest fire using neural network based on extreme learning machines (ELM) 2019 International conference on sustainable information engineering and …, 2019 - /-/2019
9 Comparative study of numerical methods in multiple linear regression for stock prediction Jakarta Islamic Index (JII) 2019 International Conference on Sustainable Information Engineering and …, 2019 - /-/2019
10 Comparison of machine learning methods for android malicious software classification based on system call 2019 International Conference on Sustainable Information Engineering and …, 2019 - /-/2019
11 The Heron Formula Approach for Head Movements Detection for Student Focus Detection during Pandemic Online Class 2021 International Conference on Information Management and Technology …, 2021 - /-/2021
12 Classification of Fake GPS in GOJEK Application using Logistic Regression Proceedings of the 6th International Conference on Sustainable Information …, 2021 - /-/2021
13 Kampus Merdeka Seri 5: Transformasi Media Pengajaran Kampus Merdeka di Era Kenormalan Baru Syiah Kuala University Press, 2021 - /-/2021
14 Sistem Pendukung Keputusan Penentuan Murid Teladan Menggunakan Metode MOORA Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD 5 (2), 237-246, 2022 - /-/2022
15 Penentuan Kesesuaian Lahan Budidaya Buah Apel Di Kota Batu menggunakan Fuzzy Inference System Tsukamoto Indexia: Informatics and Computational Intelligent Journal 4 (2), 104-119, 2022 - /-/2022
16 Peningkatan Pemahaman Implementasi Data Mining bagi Siswa SMK Dharma Wanita Gresik IJCOSIN: Indonesian Journal of Community Service and Innovation 2 (2), 119-124, 2022 - /-/2022
17 Pengembangan Sistem Informasi Pembayaran ZIS Berbasis Web Di Lazismu Gresik Jurnal Nasional Komputasi dan Teknologi Informasi (JNKTI) 6 (3), 344-355, 2023 - /-/2023
18 Hybrid Artificial Bee Colony and Improved Simulated Annealing for the Capacitated Vehicle Routing Problem Knowledge Engineering and Data Science 5 (2), 109-121, 2023 - /-/2023
19 Pelatihan Pemahaman Implementasi Teori Euclidean Distance dalam Metode K-Nearest Neighbour (K-NN) untuk Komputasi Cerdas bagi Siswa SMA IJCOSIN: Indonesian Journal of Community Service and Innovation 3 (2), 42-48, 2023 - /-/2023
20 Comparison of Federated and Centralized Learning for Image Classification Penelitian Ilmu Komputer, Sistem Embedded and Logic (Piksel) 11 (2), 393-400, 2023 - /-/2023
21 Artificial Neural Network-Based Modeling of Performance Spark Ignition Engine Fuelled with Bioethanol and Gasoline Journal of Mechanical Engineering Science and Technology 7 (No. 2), 190-201, 2023 - /-/2023
22 RANCANG BANGUN SISTEM INFORMASI REGISTER SURAT DAN MEMO BERBASIS WEBSITE PADA PT GCS SPIRIT 15 (2), 2023 - /-/2023
23 Pengembangan Sistem Presensi Guru UPT SMPN 34 Gresik Berbasis Web Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika …, 2024 - /-/2024
24 Perancangan Sistem Informasi Pengarsipan Surat Berbasis Web Di UPT SMPN 34 Gresik JURNAL RISET RUMPUN ILMU TEKNIK 3 (1), 112-127, 2024 - /-/2024
25 Pengembangan Sistem Pakar Tipe Gaya Belajar Siswa Menggunakan Metode Fuzzy Logic Tsukamoto Berbasis Web Universitas Muhammadiyah Gresik, 2024 - /-/2024
26 A conceptual approach of optimization in federated learning Indonesian Journal of Electrical Engineering and Computer Science 37 (1 …, 2024 - /-/2024
27 Perancangan Sistem Informasi Perpustakaan Berbasis Web Pada UPT SMP Negeri 34 Gresik Merkurius: Jurnal Riset Sistem Informasi dan Teknik Informatika 2 (1), 01-14, 2024 - /-/2024
28 A conceptual approach of optimization in federated learning Indonesian Journal of Electrical Engineering and Computer Science 37 (1 …, 2025 - /-/2025
29 Learning Analytics on YouTube Video Learning Content Using Clustering Method 2024 Seventh International Conference on Vocational Education and Electrical …, 2025 - /-/2025

Karya Buku

No Judul Buku Tahun Jumlah Halaman Penerbit
1 Pemrograman Terstruktur 2025 PT. PENERBIT QRISET INDONESIA

Pemakalah Seminar Ilmiah

No Nama Temu ilmiah / Seminar Judul Artikel Ilmiah Waktu dan Tempat
1 3rd International Conference on Sustainable Information Engineering and Technology, SIET 2018 - Proc Prediction Result of Dota 2 Games Using Improved SVM Classifier Based on Particle Swarm Optimization 2018
2 Proceedings of 2019 4th International Conference on Sustainable Information Engineering and Technolo Hybrid Particle Swarm Optimization and Simulated Annealing for Capacitated Vehicle Routing Problem 2019
3 Proceedings of 2019 4th International Conference on Sustainable Information Engineering and Technolo Prediction of Forest Fire using Neural Network based on Extreme Learning Machines (ELM) 2019
4 Proceedings of 2019 4th International Conference on Sustainable Information Engineering and Technolo Comparative Study of Numerical Methods in Multiple Linear Regression for Stock Prediction Jakarta Islamic Index (JII) 2019
5 Proceedings of 2019 4th International Conference on Sustainable Information Engineering and Technolo Comparison of Machine Learning Methods for Android Malicious Software Classification based on System Call 2019
6 Proceedings of 2021 International Conference on Information Management and Technology, ICIMTech 2021 The heron formula approach for head movements detection for student focus detection during pandemic online class 2021
7 ACM International Conference Proceeding Series Classification of Fake GPS in GOJEK Application using Logistic Regression 2021
8 2024 7th International Conference on Vocational Education and Electrical Engineering: Charting the C Learning Analytics on YouTube Video Learning Content Using Clustering Method 2024

Hak Karya Ilmiah

No Judul/Tema HKI Tahun Jenis Nomor
1 [KULIAH ONLINE] Implementasi Coding Logika Fuzzy Menggunakan Python 2021 hak cipta EC00202182407
2 Classification Of Fake GPS In GOJEK Application Using Logistic Regression 2021 hak cipta EC00202182404
3 Koneksi MongoDB ke Java 2024 hak cipta EC002024239494
4 A conceptual approach of optimization in federated learning 2024 hak cipta EC002024239490