Skip to content
IDPortal

Lektor · Software Engineering and Information Systems

Eko Dwi Nugroho, S.Kom., M.Cs.

About

Field of science
Cluster Ilmu Formal
Tree Komputer
Branch Ilmu Komputer atau Informatika

Research interests

  • Komputasi Paralel

Education

  1. S-1Universitas LampungIlmu Komputer
  2. S-2Universitas Gadjah MadaIlmu Komputer

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. Comparison of Holt’s Exponential Smoothing and Weighted Moving Average Methods in Predicting the Proportion of Alma Mater Sizes (opens in a new tab)Journal of Applied Informatics and Computing Vol. 10 No. 3
  3. Forecasting the Demand for Freshmen Alma Mater Jackets and Sports T-Shirts by Size Using a Hybrid Bayesian–Machine Learning Approach (opens in a new tab)Journal of Applied Informatics and Computing Vol. 10 No. 3
  4. Pemrograman Paralel dengan Bahasa Pemrograman C++ dan Pustaka Pthread, OpenMP, Cuda, Fork, dan MPIBuku Ajar · Itera Press · ISBN 9786347903075
  5. Random Forest Method for Financial Distress Classification in LQ45 Index CompaniesCgant Journal of Mathematics and Applications 2026

2025

  1. Analysis Comparison of Depression Levels Based on Gender and Academic Factors of Students (opens in a new tab)Applied Science and Technology Reaserch Journal Vol. 4 No. 2
  2. Comparative of LSTM and GRU for Traffic Prediction at Adipura Intersection, Bandar Lampung (opens in a new tab)JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) Vol. 10 No. 4
  3. Design Incubator Analyzer with Noise Parameters (opens in a new tab)Aip Conference Proceedings
  4. Design Of Stunting and Overweight Detection Tools with Height and Weight Parameters in Children 2-5 Years Based On Arduino Uno (opens in a new tab)Aip Conference Proceedings
  5. 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 Vol. 9 No. 1
  6. Evaluasi Logistic Regression dan Neural Network pada Klasifikasi Gagal Jantung Berbasis Threshold (opens in a new tab)Jurnal Teknik Informatika UNIKA Santo Thomas, 14-23
  7. Evaluation of the Implementation of Augmented Reality on Vegetable Objects Using Marker-Based Tracking and SUS (opens in a new tab)InComTech : Jurnal Telekomunikasi dan Komputer Vol 15, No 2
  8. Multi-Channel Sensor for Temperature Monitoring on Blood Bank Refrigerator based on ATMEGA328 (opens in a new tab)Aip Conference Proceedings
  9. Prototype of Air Temperature and Humidity Measuring Instrument in the Operating Room Based on the Internet of Things (opens in a new tab)Aip Conference Proceedings

2024

  1. Dasar-Dasar Pemrograman Web Dengan Kerangka Kerja Python Pyramid dan React JsBuku Referensi · ITERA Press · ISBN 9786347013040
  2. The Evaluation of LSB Steganography on Image File Using 3DES and MD5 Key (opens in a new tab)JITCE (Journal of Information Technology and Computer Engineering) Vol. 8 No. 1

2023

  1. Analysis of Elbow, Silhouette, Davies-Bouldin, Calinski-Harabasz, and Rand-Index Evaluation on K-Means Algorithm for Classifying Flood-Affected Areas in Jakarta (opens in a new tab)Journal of Applied Informatics and Computing Vol. 7 No. 1
  2. Comparative Analysis of OpenMP and MPI Parallel Computing Implementations in Team Sort Algorithm (opens in a new tab)
  3. Geohash-Based Maize Plant Monitoring System Utilizing Drones (opens in a new tab)Journal of Applied Informatics and Computing Vol. 7 No. 2
  4. Penerapan Teknologi Mobile Computing untuk Memudahkan Pengelolaan Pembayaran SPP pada SMA IT Al-Kholis (opens in a new tab)JURPIKAT (Jurnal Pengabdian Kepada Masyarakat) Vol 4 No 3

2022

  1. Current Trends in Intelligent Control Neural Networks for Thermal Processing (Foods): Systematic Literature Review (opens in a new tab)Journal of Robotics and Control Jrc

2021

  1. Development of Applications for Simplification of Boolean Functions using Quine-McCluskey Method (opens in a new tab)

2017

  1. Analysis on green IT applications usage for the firm's competitive advantage strategy (opens in a new tab)Qir 2017 2017 15th International Conference on Quality in Research Qir International Symposium on El
  2. Parallel implementation of genetic algorithm for searching optimal parameters of artificial neural networks (opens in a new tab)Proceeding 2017 3rd International Conference on Science and Technology Computer Icst 2017

Research grants

  1. Hybrid Fine-Tuning and Llm-Based Augmentation for Low-Resource Multilingual Sentiment AnalysisPendanaan Penelitian ITERA TA 2026 (Penelitian Prioritas) · Anggota2026
  2. Optimasi Deteksi Tanaman Obat Keluarga Menggunakan Model YOLOV12 dengan Mekanisme Area AttentionPendanaan Penelitian ITERA TA 2026 (Penelitian Berbasis Kepakaran) · Anggota2026
  3. Sistem Uji dan Evaluasi Kualitas Fisik Biji Kopi Lampung Berbasis Citra DigitalHibah Internal Itera2024
  4. "Deteksi Penyakit Kopi Lampung pada Daun dan Biji dengan Deep Learning Confusion Neural Networks"Mandiri (Terapan) · Ketua2023
  5. Implementasi Deep Convolutional Network dan Transfer Learning pada Klasifikasi Batik LampungHibah Penelitian ITERA 2023 (Madya) · Anggota2023

Community service

2026

  1. Penguatan Layanan Posyandu Berbasis Teknologi Mobile untuk Pemantauan Kesehatan Ibu dan Balita di Posyandu Mawar, Desa Way HuiPendanaan Pengabdian Kepada Masyarakat ITERA (PPKK) · Ketua

2025

  1. 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) · Ketua

2024

  1. Implementasi Sistem Monitoring dan Kontroling Otomatis Budidaya Udang Berbasis IOT pada Kelompok Ternak Tambak Udang SdewaPendanaan Pengabdian Kepada Masyarakat ITERA 2024 (Lkp) · Anggota
  2. Pembuatan dan Pelatihan Penggunaan Website Sistem Informasi Desa untuk Menunjang Aktivitas Pelayanan Administrasi yang Efektif di Desa Badran Sari, Kecamatan Punggur, Kabupaten Lampung TengahHibah Internal Itera

2023

  1. Desa Binaan dengan Tema "Digitalisasi Sistem Informasi Desa" di Desa Paya Kecamatan Padang Cermin Kabupaten PesawaranHibah Fakultas (Sistem Informasi) · Anggota

2022

  1. Implementasi, Pelatihan, dan Sosialisasi Penggunaan Sistem Informasi Database OAILHibah Internal Itera
  2. TTG: Penerapan Konservasi Energi Listrik dengan Teknologi IOT di SMP IT Al Kholis Sidomulyo Lampung SelatanHibah Pengabdian ITERA 2022 (TTG) · Anggota

2020

  1. Penerapan dan Pendampingan Pengelolaan Website Sekolah di SMP Negeri 4 JombangPKM Hibah Internal (Insidental) · Anggota

Intellectual property

2024

  1. Dasar-Dasar Pemrograman Web: Dengan Kerangka Kerja Python Pyramid Dan React JsHak Cipta · No. EC002024213683
  2. Implementasi Sistem Monitoring Dan Kontroling Otomatis Budidaya Udang Berbasis Internet Of Things (IoT) Pada Kelompok Budidaya Tambak UdangHak Cipta · No. EC002024214601
  3. Program Komputer - Deteksi Jenis Kecacatan Biji Kopi RobustaHak Cipta · No. EC002024242286

2023

  1. Deteksi Kelengkapan Kendaraan Bermotor Berbasis CitraHak Cipta · No. EC002023133909
  2. Platform M-MiniBankHak Cipta · No. EC00202389096
  3. Program Komputer – Sistem Informasi Database OAIL Itera
  4. Sistem Informasi Database OAIL IteraHak Cipta · No. EC00202376441

Professional memberships

  • Asosiasi Pendidikan Tinggi Informatika dan Komputer (Aptikom)

Courses taught

  • Pemrograman Paralel
  • Pemrograman Berorientasi Objek
  • Algoritma dan Struktur Data
  • Organisasi dan Arsitektur Komputer
  • Sistem Operasi
  • Teori Bahasa Formal dan Otomata
  • Matematika Diskrit
  • Kriptografi
  • Pengantar Komputer dan Software 1
  • Pengantar Komputer dan Software 2
  • Metode Penelitian
  • Jaringan Komputer

← Back to faculty list