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Lecturer · Software Engineering and Information Systems

Hafiz Budi Firmansyah, S.Kom., M.Sc., Ph.D.

Research interests

  • Artificial Intelligence
  • Information Systems
  • Crowdsourcing
  • Crisis Informatics

Education

  1. S-1Universitas Gadjah MadaIlmu Komputer
  2. S-2FranceInformatique Universite De Paris VII
  3. S-3SwitzerlandInformation Systems, University of Geneva2025

Publications

2026

  1. CLEAN: Contextual LLM-Enhanced Analysis for Noisy Data for Improved Disaster Response (opens in a new tab)International Conference on Multidisciplinary Social Networks Research, 278-290
  2. Sosialisasi Smart Aquaculture Pemberdayaan Petambak Udang Berbasis IoT dan Energi Terbarukan HibridaJurnal Pengabdian Kepada Masyarakat (JPKM) TABIKPUN 7 (2), 117-126

2025

  1. Comparing BERTBase, DistilBERT and RoBERTa in Sentiment Analysis for Disaster ResponseJurnal Teknik Informatika (Jutif) 6 (5), 3419-3429
  2. Comparing Human and Machine-Labeled Sentiment Analysis for Disaster Response (opens in a new tab)International Conference on Multidisciplinary Social Networks Research, 131-141
  3. Development of YOLO-based mobile application for detection of defect types in robusta coffee beans (opens in a new tab)Journal of Applied Informatics and Computing 9 (1), 153-160
  4. Improving disaster response with advanced machine learning to analyse social media content(PhD thesis, University of Geneva)
  5. Peningkatan Kualitas Hidup Masyarakat Desa Margasari LabuhanMaringgai Lampung Timur melalui Pelatihan Pengelolaan Sampahdan Teknologi Pendidikan (opens in a new tab)Jurnal Relawan dan Pengabdian Masyarakat REDI Vol. 2 No. 4
  6. Smart Aquaculture: Implementasi Sistem Internet of Things untuk Monitoring dan Kontrol Otomatis Budidaya Tambak UdangProsiding Seminar Nasional Ilmu Teknik Dan Aplikasi Industri Fakultas Teknik …

2024

  1. A Balancing Act in Sports: How Cognitive Skills Contribute to Better Gymnastic Performance (opens in a new tab)Science of Gymnastics Journal
  2. Accelerating Crisis Response: Automated Image Classification for Geolocating Social Media ContentIEEE/ACM International Conference on Advances in Social Networks …
  3. Dual Career Athletes: Disciplinary Analysis of Individual and Team Athletes in the Academic Environment (opens in a new tab)International Journal of Human Movement and Sports Sciences
  4. Empowering crisis response efforts: A novel approach to geolocating social media images for enhanced situational awarenessProceedings of the International ISCRAM Conference 21
  5. Quality of Life of Adolescents in City and Village Areas (opens in a new tab)Universal Journal of Public Health
  6. The effect of vo2max on muscle oxygen saturation (SMO2) in University Badminton Athletes (opens in a new tab)Retos

2022

  1. Smart World Living Lab: A Living Lab Approach to Improve Smart City Implementation (Introducing the DDG areas as an integrated Living Lab) (opens in a new tab)Isc2 2022 8th IEEE International Smart Cities Conference

2021

  1. Adhesive Bonding Analysis of Single Lap Joint Composite E-Glass Fiber WR 600 (opens in a new tab)IOP Conference Series: Earth and Environmental Science
  2. Shrinkage, Density and Hardness of Hard Magnetic Material (BaFe12O19) Based on Iron Sand Produced by Conventional Solid-State Reaction Process (opens in a new tab)Iop Conference Series Earth and Environmental Science

2020

  1. Pretrial on sp3 corruption case in the perspective of victim justice (opens in a new tab)Journal of Environmental Treatment Techniques

2019

  1. Identifying the Components and Interrelationships of Smart Cities in Indonesia: Supporting Policymaking via Fuzzy Cognitive Systems (opens in a new tab)IEEE Access
  2. Sistem Peringatan Dini untuk Pemborosan Penggunaan Listrik pada Masyarakat Provinsi Lampung dengan Menggunakan Model Analisis Regresi Linier dan SMS Gateway, RI Kesuma, MY Darmawan, HB Firmansyah, Electrician 13 (1), 13-18 (opens in a new tab)Electrician : Jurnal Rekayasa dan Teknologi Elektro Vol. 13 No. 1
  3. Smart City Evaluation Model in Bandung, West Java, Indonesia (opens in a new tab)Tssa 2019 13th International Conference on Telecommunication Systems Services and Applications Proce

2018

  1. Application of Linear Regression Analysis Model on Early Warning System for Inefficiency of Electricity Usage, RI Kesuma, HB Firmansyah, MY Darmawan, Conference SENATIK STT Adisutjipto Yogyakarta 4, 221-227 (opens in a new tab)SENATIK STT Adisutjipto Vol 4 (2018): Transformasi Teknologi untuk Mendukung Ketahanan Nasional [ ISBN 978-602-52742-0-6 ] AI221-227
  2. Clustering Application for UKT Determination Using Pillar K-Means Clustering Algorithm and Flask Web Framework, AL Ramdani, HB Firmansyah, Indonesian Journal of Artificial Intelligence and Data Mining 1 (2), 53-59 (opens in a new tab)Indonesian Journal of Artificial Intelligence and Data Mining Vol 1, No 2

2017

  1. Pembangunan Sistem Pakar untuk Diagnosis Penyakit Tulang dan Sendi (opens in a new tab)Journal of Science and Applicative Technology Vol 1 No 2

Undated

  1. Pembangunan Sistem Pakar Untuk Diagnosis Penyakit Tulang Dan Sendi, HB Firmansyah, A Putra, Journal of Science and Applicative Technology 1 (2), 44-52
  2. Pillar K-Means Clustering Algorithm Using MapReduce Framework, AL Ramdani, HB Firmansyah, IOP Conference Series: Earth and Environmental Science 258 (1), 012031
  3. The role of Islamic financial technology (FinTech) start-up in improving financial inclusion in Indonesia case: Angsur, HB Firmansyah, AL Ramdani, 3rd International Conference of Integrated Intellectual Community

Research grants

2026

  1. Hybrid Fine-Tuning and Llm-Based Augmentation for Low-Resource Multilingual Sentiment AnalysisPendanaan Penelitian ITERA TA 2026 (Penelitian Prioritas) · Ketua
  2. Optimasi Deteksi Tanaman Obat Keluarga Menggunakan Model YOLOV12 dengan Mekanisme Area AttentionPendanaan Penelitian ITERA TA 2026 (Penelitian Berbasis Kepakaran) · Anggota

2025

  1. Pemanfaatan Artificial Intelligence dan Human Intelligence dalam Anotasi Sentimen untuk Peningkatan Respon BencanaPendanaan Penelitian ITERA TA 2025 (Penelitian Berbasis Kepakaran) · Ketua
  2. Rancang Bangun Sistem Terintegrasi “Harmony” dengan Metode Dynamic System Development Method di Fakultas Teknologi Industri Institut Teknologi SumateraPendanaan Penelitian ITERA TA 2025 (Penelitian Penugasan) · Anggota
  3. Smart Aquaculture: Implementasi Sistem Mobile Berbasis IoT untuk Monitoring dan Kontrol Otomatis Tambak UdangPenelitian Kompetitif Nasional (PRO) · Anggota

2018

  1. Analisis Kinerja Algoritma Mapreduce Pillar K-Means pada Raspberry PiHibah Penelitian ITERA 2018 (Dasar) · Ketua
  2. Sistem Peringatan Dini untuk Pemborosan Penggunaan Listrik pada Masyarakat Provinsi Lampung Menggunakan Model Analisis Regresi Linier dan SMS GatewayPenelitian Kompetitif Nasional (PDP/Dosen Pemula) · Anggota

Community service

  1. Penguatan Layanan Posyandu Berbasis Teknologi Mobile untuk Pemantauan Kesehatan Ibu dan Balita di Posyandu Mawar, Desa Way HuiPendanaan Pengabdian Kepada Masyarakat ITERA (PPKK) · Anggota2026
  2. Pembuatan Perangkat IOT Berbasis Sensor untuk Pemantauan Ph Asam Tanah Secara Real-Time di Kelompok Tani, Sidomulyo, Lampung Timur, LampungPendanaan Pengabdian Kepada Masyarakat ITERA 2025 (LKPM) · Anggota2025

Intellectual property

  1. Angsur - Angsuran Syariah Untuk Mahasiswa IndonesiaHak Cipta · No. EC002018162992018
  2. Angsur : Layanan pembiayaan belanja online dengan prinsip syariahNo. J0020180306462018

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