2025 IEEE ICoDSE
2025 IEEE International Conference on Data and Software Engineering (ICoDSE)
“Generative AI Meets Data and Software Engineering: Challenges and Innovations”
Date
October 28-29, 2025
Venue
Technopark Politeknik Negeri Batam (hybrid online + offline)
Program Schedule
Time in the program schedule is in Western Indonesia Time / Waktu Indonesia Barat (WIB; GMT+7). Please pay attention and adjust it to your local time. Current time in WIB can be found on time.is/Batam.
Day I – Tuesday, October 28, 2025
08.00–08.30 | Registration Day 1 |
08.30–09.45 | Opening Ceremony |
09.45-10.00 | Coffe Break |
10.00–11.00 | Keynote Speech 1: Assoc. Prof. Dr. Ir. G.A. Putri Saptawati |
11.00–12.00 | Keynote Speech 2: Prof. Marta Sabou, Ph.D. |
12.00–13.00 | Lunch Break |
13.00-15.00 | Special Track: Generative AI for Education Parallel Session I |
15.00–16.00 | Keynote Speech 3: AP. Cristoph Treude, Ph.D. |
16.00–18.00 | |
18.00–19.00 | Preparation for Gala Dinner |
19.00–21.00 | Gala Dinner |
Day II – Wednesday, October 29, 2025
08.00–08.30 | Registration Day 2 |
08.30–09.30 | Keynote Speech 4: Shrinath Thube |
09.30–11.30 | Parallel Session III |
11.30–12.00 | Closing |
14.00–18.00 | Social Event: sightseeing around Batam |
Parallel Session
Parallel Session I: Tue, Oct 28, 2025 13.00-15.00
Session I-A
Room: Sungai Harapan (1st Floor), Full-Offline *)
- Hybrid Powered Library Chatbot: A LLM Solution for Book Recommendations and Service Assistance in Academic Libraries
Rahmad Naibaho and Ryan Wijaya - Performance Analysis of CNN and SVM Approaches for Text-Based Emotion Classification
Herimanto Pardede, Tegar Arifin Prasetyo, Ranty Deviana Siahaan, Putri Ruth Berliana Siahaan and Cheilint Claudina Siallagan - Creation of BAPOLAIC: An AI-Powered Chatbot for Document Recognition and Voice Assistance
Rival Fahreji, Ryan Satria Wijaya, Anugerah Wibisana and Senanjung Prayoga - Cross-Lingual SynthDocs: A Large-Scale Synthetic Corpus for Any to Arabic OCR and Document Understanding
Haneen Al-Homoud, Asma Ibrahim, Murtadha Al-Jubran, Fahad Al-Otaibi, Yazeed Al-Harbi, Daulet Toibazar, Kesen Wang and Pedro J. Moreno - Weak Labeling for Emotion Recognition: A CLIP Auto-Curation Approach
Rina Yulius, Muchamad Fajri Amirul Nasrullah and Rajabul Haris - Machine Learning-Based Class Grouping for Differentiated Instruction under the Merdeka Curriculum
Berta Erwin Slam, Nolan Efranda, Rifaldi Herikson and Rafi Dio
Session I-B
Room: Batam Center (2nd Floor), Hybrid - All Presenters Online
- Spoken Language Recognition for Indonesian Local Languages Using Deep Learning
Andree Panjaitan and Amalia Zahra - BISINDO Gloss to Indonesian Text Translation and Indonesian Text to BISINDO Gloss Translation Using Transfer Learning
Arawinda Dinakaramani, Erdefi Rakun, Kurniawati Azizah and Evi Yulianti - An Automated System for Citation Intent Classification using SciBERT
Jimly Firdaus and Fariska Zakhralativa Ruskanda - ASTE-RL: A Reinforcement Learning-Based Aspect Sentiment Triplet Extraction in Bahasa Indonesia
Meganingrum Arista Jiwanggi and Iis Afriyanti - Sentiment Analysis on Indonesian Stock Market Texts: A Comparative Study of Support Vector Machine (SVM) and IndoBERT
Reena Simanihuruk, Evi Yulianti, Kurniawati Azizah and Wisnu Jatmiko - Ensemble Learning for Stock Price Prediction using Financial Statements and News Sentiment
Hobert Jonatan and Fariska Zakhralativa Ruskanda
Session I-C
Room: Muka Kuning (2nd Floor), Hybrid - All Presenters Online
- Machine Learning Module in a Web Application Firewall for Multi-Label Web Attacks Detection
Muhammad Bangkit Dwi Cahyono and Muhammad Zuhri Catur Candra - HyperQR: A Secure Multi-Frame QR Encoding Framework for Data Compression and Temporal Access Control
Noortaz Ahmed, Maslinia Sujnus Shifa and Nishat Tasnim Niloy - Enhancing Phishing Detection with Machine Learning: A Study on the Effectiveness of Feature Selection Techniques
Akbar Hamonangan, Dhanu Ahsan Fatih and Andi Sunyoto - Comparative Analysis of Static and Dynamic Evasion Techniques in Packers for Security Product Evaluation
Muhammad Haidar Akita Tresnadi, Moch. Sofyan Firdaus, Frankie Huang and Robithoh Annur - Analysis of Antivirus Resilience and Efficiency Against Crypto Ransomware Attacks
Frankie Huang, Muhammad Haidar Akita Tresnadi, Moch Sofyan Firdaus and Robithoh Annur - Iris Liveness Detection for Video Replay Attack using Quality Metrics and EfficientNetB7
Vaishali Kulloli and Maheshwari Biradar
Session I-D
Room: Batu Ampar (2nd Floor), Hybrid - All Presenters Online
- The Effectiveness of Implementing Android’s TalkBack Screen Reader and Braille-Based Gestures on Android Application in Facilitating Visually Impaired Users in Music Learning
Samantha Michelle and Sonya Manalu - A Reusable Library for Secure Attendance Systems: Fraud Mitigation Based on QR Code and Geolocation
Akmal Oktavian, Wawan Gunawan and Mezan el-Khaeri Kesuma - Solvio: An Interactive and Gamified Platform for Teaching Computational Thinking
Raditya Naufal Abiyu, Hosea Nathanael Abetnego, Razzan Daksana Yoni, Adi Mulyanto and Agung Dewandaru - Hein Method: Hybrid Content-Based Filtering for College Major Recommendation
Farhan H Haq, Yuranan R Gartiwa and Shofiyati N Karimah - Affective Mood Tracking Task Reminders Powered by Machine Learning and Virtual Companion
Aisyah Farhana Faizal, Suziah Sulaiman, Mahdiyeh Moosavi and Frederic Merienne - Machine Learning-Based CO₂ Emission Prediction and Industry Classification for Malaysia
Khairunisah Mohd Hamdan and Ts. Nazleeni Samiha Haron
Session I-E
Full-Online
- Decentralizaing the Tender Process Using Blockchain and Off-Chain Storage
Ariel Jovananda and Muhammad Zuhri Catur Candra - Generation and Visualization of BPMN from Legal Documents
Willy Wilsen, Agung Dewandaru and Muhammad Zuhri Catur Candra - Neuro-Symbolic Compliance-as-Code: Toward Explainable, Adaptive, and Self-Evolving Governance Systems
Sajal Nigam and Sagar Patel - Unit Test Case Generation from Source Code Based On Control Flow Graph
Azmi Hasna Zahrani and Yani Widyani - Measurement of Modularity and Reusability Quality in Refactoring Object-Oriented Program Code
Siti Rochimah, Bintang Nuralamsyah, Glenaya and Tiara Rahmania Hadiningrum
Session I-F: Special Session on Generative AI for Education
Room: TP 301 Tanjung Piayu (3rd Floor), Hybrid
- Self‑Supervised Pretraining for High School Chemistry Problem Generation Using Conditional GANs.
Invited Speaker: Hendra Kurniawan - Contextualized Hybrid Model for AI Ethics Governance in Malaysia’s TVET Sector
Aminah Bibi Bawamohiddin and Noreen Izza Arshad - A Critical Review of Privacy, Bias, and Trust Challenges in Generative AI for Educational Contexts
Raja Vavekanand and Ganesh Kumar - Automated Student Supervisor Allocation System Using Large Language Models and Linear Programming
Sean Hou Yin Yee, Woan Ning Lim, Ganesh Kumar, and Muhammed Basheer Jasser - Generative AI for Software Project Management: Towards Adaptive, Personalized, and Project-Centered Learning
Hasiah Mohamed, Norulhidayah Isa and Zawawi Ismail
Parallel Session II: Tue, Oct 28, 2025 16.00-18.00
Session II-A
Room: Sungai Harapan (1st Floor), Full-Offline *)
- Developing a FAIR-Compliant RDM Framework: Insights from TU Wien and ITB
Wikan Danar Sunindyo, Hari Purnama, Saiful Akbar, Dicky Prima Satya, Martin Weise, Florina Piroi and Andreas Rauber - A Context-Sensitive Roadmap Framework for Digital Government Transformation in Resource-Constrained Regions: The Case of Mimika Regency, Indonesia
Wikan Danar Sunindyo, Windy Gambetta and Neng Ayu Herawati - Index Selection in Database Based on Query Arrival Rate Prediction
Ulung Adi Putra and Fazat Nur Azizah - Optimization of Circulation Route Connectivity Between Historic Buildings in the Penyengat Island Tourist Area Based on Graph Theory
Sepli Yandri, Yessy Christanti Silaban, Bagas Giar Pratama, Emhade Arman Erhaqim and Rusydina Sabila Fauzi - Quality Evaluation of LLM-based Generated Test Case: A Literature Review
Novi Setiani and Alifia
Session II-B
Room: Batam Center (2nd Floor), Full-Offline *)
- Implementing End-to-End Encryption based on Messaging Layer Security in a Community-based Instant Messaging Application
Salman Ma'Arif Achsien and Yudistira Asnar - Virtual Firewall Implementation with eBPF for Distributed Denial of Service Attacks in Cloud-Native Environments
Irsyad Basuki and Yudistira Asnar - QoS Evaluation and Predictive Modeling of Ubidots and ThingSpeak for Smart Home Water Flow Data
Asri Arganing Hasanah, Nurul Khairani, Heru Wijanarko and Muhammad Naufal Airlangga Diputra - Development of a Gamified Virtual Reality Application for Solar Activity Education
Christian Albert Hasiholan, Addin Munawwar Yusuf, Agung Dewandaru and Erwin Rezasyah - An Empirical Study of Generative AI for CRUD Code: A PHP Case with Tutorial Based Novice Baselines
Fortia Magfira, Feri Irawan and Basyaruddin Harahap
Session II-C
Room: Muka Kuning (2nd Floor), Hybrid - All Presenters Online
- Buah Batu-Samsat Bandung Traffic Intersections Optimization with Multi-Agent Attention-Based Soft Actor-Critic (MASAC) using Real Data
Ahmad Azhar Za and Anggera Bayuwindra - Community Detection in Dynamic Social Networks with Deep Learning Approaches
Kevin John Wesley Hutabarat, Muhammad Zuhri Catur Candra and Maya Nabila - Causal Graph Extraction from Medical Literature using Large Language Models for Hetionet
Mohammad Farhan Fahrezy, Agung Dewandaru, Gusti Ayu Putri Saptawati Soekidjo and Hendro Wicaksono - Information Retrieval System with Knowledge Graph–Based Retrieval-Augmented Generation Using Hetionet for the Medical Domain
Mutawally Nawwar, Agung Dewandaru, Gusti Ayu Putri Saptawati Soekidjo and Hendro Wicaksono - Anomaly Detection in Multivariate Time Series Data with Multiple Seasonal Trends
Ashton Williams and Soon Chung - LLMTestCraft: An Automated Framework for Unit Testing via Large Language Models
Jamal Abdullahi Nuh, Tieng Wei Koh, Babangida Lawal, Adam Amril Jaharadak and Mohamed Abdullahi Ali
Session II-D
Room: Batu Ampar (2nd Floor), Hybrid - All Presenters Online
- Human-in-the-Loop Artificial Intelligence for Asset Management: A Systematic Review of Applications, Methods, and Research Challenges
Nurvita Arumsari, Moses Laksono Singgih and I Ketut Gunarta - Optimizing Differential Privacy for Effective Machine Learning-Based Financial Fraud Detection
Kevin Fujianto, Fahimsyach Lokanta, Henry Lucky and Derwin Suhartono - Development of Association Rule Framework based on Particle Swarm Optimization on FP-Growth Weighted
Fadly Muhammad and Gusti Ayu Putri Saptawati - Parallel Mining of Frequent Itemsets Based on AprioriHybrid with a Map-Based Trie
Owen Kemp and Soon Chung - Stochastic Degree-Constrained Spanning Tree for Data-Driven Uncertain Network Optimization
Anna Angela Sitinjak, Saib Suwilo, Mardiningsih Mardiningsih and Sutarman
Session II-E
Full-Online
- Bitcoin’s Halving Cycle and Stock Market Correlation: A Machine Learning Approach
Christopher Davin Sasrawan, Wilbert, Henry Lucky and Derwin Suhartono - Procedural Content Generation with Large Language Models for Three-Dimensional Environment Design
Hidayatullah Wildan Ghaly Buchary, Agung Dewandaru and Teguh Budi Wicaksono - Nusava: Social Media Bot with Behavioral Model for Tourism
Juan Christopher Santoso, Alexander Jason, Nathania Calista Djunaedi, Agung Dewandaru and Saiful Akbar - Intelligent Recommender System for IT Ticket Troubleshooting Using Semantic Embeddings and Collaborative Filtering
Gerrald Nathaniel Syarif and Suharjito - Platform Ecosystem Resilience During Regulatory Disruption: A Causal Machine Learning Analysis of TikTok Shop’s Integration with Tokopedia in Indonesia’s Social Commerce Landscape
Sabar Aritonang Rajaguguk
Session II-F
Full-Online
- A Nomogram Visualization for Energy Management in Virtualized Environment for Product Configuration
I Made Murwantara - User Behavior Analysis Base on Time Series Using Elasticsearch and Kibana
Parinya Sornsamdaeng and Jongkol Janruang - Scalable Back-End for an AI-Based Diabetes Prediction Application
Henry Anand Septian Radityo, Bernardus Willson, Raynard Tanadi, Saiful Akbar and Latifa Dwiyanti - Implementation of Web-Based Production Quality Control Monitoring System Using Scrum Method (Case Study: Automotive Component Company)
Indra Akhmad Firdhaus, Anita Rachman, Nanda Amalia Irawan and Riyan Leandros - Integrating Public Health and Social Media Communications for COVID-19: A High-Quality Dataset with Validated Metrics **)
Akhyar Ahmed, Aadil Rasheed, Esther-Maria Antao, Anatol-Fiete Naeher, Lothar H. Wieler and Irina-Catrinel Craciun
Parallel Session III: Wed, Oct 29, 2025 09.30-11.30
Session III-A
Room: Sungai Harapan (1st Floor), Full-Offline *)
- Cybersecurity Costs and Financial Performance: Do Firm Assets and Innovation Capabilities Make a Difference?
Putri Fariska, Puspita Kencana Sari and Adhi Prasetio - A Hybrid Framework for Imputing Time Series Air Pollutant Data in Tropical Climates Area
Hendra Kurniawan, Nerfita Nikentari, Doli Bonardo, Muhammad Amin, Nina Adriani, Marisha Pertiwi and Bavitra - Development of an Automated Visual Inspection System for PCB Defect Detection Using YOLOv11n and the SAHI Method
Azhani Syahputra, Ryan Satria Wijaya, Rifqi Amalya Fatekha and Senanjung Prayoga - Satellite Image Analysis for Oil Spill Detection and Classification Using Machine Learning
Azlina Kamaruddin, Norma Alias and Yahya Nur Ifriza - Comparative Analysis of RBF Neural Networks and CNN for Mangrove Identification Using Field Images
Nola Ritha, Nurul Hayaty, Dony Apdillah, Martaleli Bettiza, Alramadan Oloansyah Dasopang and Tri Nanda - Ball Distance Estimation Using Machine Learning on an Omnidirectional Camera for a Middle Size Soccer Robot
Danni Syahputra, Anugerah Wibisana, Masdika Aliman and Ichsan Fajar Yudika
Session III-B
Room: Batam Center (2nd Floor), Hybrid - All Presenters Online
- MediVision: An Explainable and Robust Deep Learning Framework for Knee Osteoarthritis Grading
Golam Kibria, Shayan Abrar, B. M. Shahria Alam, Asaduzzaman Rayhan, Mohammad Tahmid Noor, Rafiul Awal and Shamim Ripon - Hyperparameter Optimization Strategies for Enhancing Modified YOLO11 in Fire Detection
Satriadi Putra Santika, Arya Krisna Putra, Abba Suganda Girsang and Ezra Peranginangin - Enhancing Rice Grain Classification Performance Using EfficientNet-CBAM Model
M. Faris Al Hakim, Fariska Ratna Fauziah and Budi Prasetiyo - YOLOv8 Implementation on ESP32-CAM for IoT-Based Human and Vehicle Detection
Asep Trisna Setiawan, Ary Setijadi Prihatmanto, Muhammad Fahmi Nurfadilah, M. Aji Perdana, Mohammad Riza Nurtam, Faiza Kailani Kuswanto, Dika Hastanto, Nina Lestari and Dewi Tresnawati - Cross-Domain Fine-Tuning of YOLOv8 for Vehicle Detection in Daytime and Nighttime Traffic Surveillance
I Nyoman Eddy Indrayana, Made Sudarma, I Ketut Gede Darma Putra and Anak Agung Kompiang Oka Sudana - Identification of Stroke Level Based on EEG Waves Using Wavelet and Slim UNETR
Lucky Bahtiar and Esmeralda Djamal
Session III-C
Room: Muka Kuning (2nd Floor), Hybrid - All Presenters Online
- Towards a Versatile Hierarchical Data Management System for Numerical Data in Distributed Environments
Drestanto Muhammad Dyasputro - Designing Resilient Cloud Based ETL Systems for Scalable Business Intelligence
Sruthi Erra Hareram - Implementation and Evaluation of Query Performance Prediction Network on The Sakila Schema
Matthew Mahendra and Tricya Esterina Widagdo - Performance benchmark of Embedded Model using MongoDB
Marcos Roberto G. Bahiense Junior, Lanier M. Santos, Raimundo N. V. Diniz Junior and Erick C. Bezerra - Epigenomic Data Storage System to Support Training of Cis-Regulatory Region Activity Prediction Using Feed Forward Neural Network
Marco William Langi and Fazat Nur Azizah - Distributed Micro-Clustering of Streaming Text Data Using MPI on HPC Systems
Nathaniel Crossman and Soon Chung
Session III-D
Room: Batu Ampar (2nd Floor), Hybrid - All Presenters Online
- Rentify: Leveraging Access-Based Consumption to Minimize Waste and Optimize Product Utilization
William, Abraham Kefas Wilham, Sonya Rapinta Manalu and Muhammad Keenan Ario - AuTour: A Mobile App for Disaster-Resilient Tourism Using Feature-Driven Architecture
Sherwin Glorioso and Thelma Palaoag - A Mobile Application Front-End for Presenting Explainable AI Results in Diabetes Risk Estimation
Bernardus Willson, Henry Anand Septian Radityo, Raynard Tanadi, Saiful Akbar and Latifa Dwiyanti - Street View Imagery with Swipe and Push Features for the Interaction Design of Physical Book Search Navigation in the iPusnas Mobile Application
Vania Salsabila and Adi Mulyanto - Improving The Level of Design Through Activity-Centered Design Approach (Case Study: Itinerary Making)
Karina Rahadiani and Adi Mulyanto - A Hybrid Machine Learning Approach for Service Selection in Sidecar Service Mesh
Rizky Abdillah Rasyid and Muhammad Zuhri Catur Candra
Session III-E
Full-Online
- Reverse-Engineering and Automating BDD for Modern Software Development with LLMs
Sagar Patel, Sajal Nigam and Shrikanth Mahale - Enhancing Automated User Story Quality Assessment with Large Language Models
Guntur Budi Herwanto, Wicaksono Leksono Muhamad and Waffiq Maaroja - Software Defect Prediction using Adaptive Differential Evolution-based Quantum Variational Autoencoder-Transformer (ADE-QVAET) Model
Mohanakrishnan Hariharan, Seshu Babu Barma and Satish Arvapalli - Agentic RAG for Software Testing with Hybrid Vector- Graph and Multi-Agent Orchestration
Mohanakrishnan Hariharan, Seshu Babu Barma, Satish Arvapalli and Evangeline Sheela - Development of a Large Language Model-Based Unit Test Case Generator
Reza P. Ubaidillah and Yani Widyani - HiCoS: Hierarchical Commit Summarizer and LLM Benchmarking
Thiago Falcão, Jordan Queiroz and Erick Bezerra
*) The session can still be attended online via Zoom
**) In confirmation