2024 IEEE ICoDSE
2024 IEEE International Conference on Data and Software Engineering (ICoDSE)
“Data-Driven Innovation: Transforming Industries and Societies”
🏅 Best Papers
CodeView: A Tool for Software Visualization in Development View
Christopher Jeffrey, Aditya Prawira Nugroho, Satrio Adi Rukmono and Yani Widyani
LLM2Vec Sentence Embeddings Analysis in Sentiment Classification
Matthew Martianus Henry, Nur Adhianti Heryanto, Mahmud Isnan, Dian Kurnianingrum, Chyntia Ika Ratnapuri and Bens Pardamean
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Date
October 30-31, 2024
Venue
Damhil Hotel, Gorontalo, Indonesia
Program Schedule
Time in the program schedule is in Central Indonesia Time / Waktu Indonesia Tengah (WITA; GMT+8). Please pay attention and adjust it to your local time. Current time in WITA can be found on time.is/Gorontalo.
Day I – Wednesday, 30 October 2024
07.30–08.00 | Registration |
08.00–09.40 | Opening + photo sessions |
09.40–10.40 | Keynote 1: Prof. David Lo, Ph.D. (Singapore Management University, Singapore) |
10.40–11.40 | Keynote 2: Prof. Taufiq Asyhari (Monash University, Indonesia) |
11.40–11.45 | Short Break |
11.45–13.05 | Parallel Session I (4 rooms x 4 papers @20 minutes) |
13.05–13.40 | Lunch Break |
13.40–15.20 | Parallel Session II (4 rooms x 4 papers @20 minutes) |
15.20–15.25 | Short Break |
15.25–16.10 | Keynote 3: O. Univ. Prof. Dr. techn. A Min Tjoa (Vienna University of Technology, Austria) |
16.10–16.15 | Coffee Break |
16.15–17.35 | Parallel Session III (4 rooms x 4-5 papers @20 minutes) |
17.35–18.20 | Break |
18.20–20.40 | Dinner (with Meet and Greet) |
Day II – Thursday, 31 October 2024
06.30–07.00 | Registration |
07.00–11.00 | Social Event: (Sightseeing around Gorontalo) Location: Whale Sharks at Botubarani, Gorontalo |
11.00–12.30 | Gala Lunch, Chairman Committee Report (Dr. Riza Satria Perdana, S.T., M.T.) Location : Oceana Resto & Resort |
Parallel Session I
Session I-A
- Development of a Module for Information Extraction and Curriculum Vitae Classification for Candidate Matching Using Machine Learning Model
Muhammad Risqi Firdaus, Agung Dewandaru and Gusti Ayu Putri Saptawati Soekidjo - Implementation of Exact Machine Unlearning Algorithm in Credit Scoring Cases
Ilham Pratama and Windy Gambetta - Evolving Student Expectations in Information Systems: A Three-Year Trend Analysis
Rahmat Taufik R L Bau, Hermila A and Nayla Putri Salsabila - (*)AI as Companion Interaction Design in Internal Developer Portals: A Path to Enhanced Developer Experience
Yasya Rusyda Aslina and I Gusti Bagus Baskara Nugraha
Session I-B
- Text Augmentation to Overcome Data Limitations in Sentiment Analysis
Muhammad Nasry Ashar and Daniel Oranova Siahaan - Sentence Embedding-based Soft Clustering for Analyzing Texts of Student Outcomes
Steven Siahaan and Masayu Khodra - Development of a Text-Based Anti-Cheat Component Using ALBERT for Detecting Cheating in Automated Interviews
Yakobus Iryanto Prasethio, Agung Dewandaru and G A Putri Saptawati - (*)LLM Alignment with Prompt Engineering and RAG (Case Study: Conversational Agent for the "MIST" Diary System
Zhillan Attarizal Rezyarifin and Riza Satria Perdana
Session I-C
- A Secure Software Development Methodology for Enterprise Business Applications
Hrishikesh Joshi - Enhanced Multi-SARIMA Model for Anomaly Detection in Multi-Seasonal Time Series Data
Ashton Williams and Soon Chung - An Ontology for Capturing and Integrating Statistical Data Production Metadata
Sulthoni Ashiddiiqi, Fajar J Ekaputra, Muhammad Zuhri Catur Candra and Gusti Ayu Putri Saptawati - (*)Microservice-Based Backend Architecture for Software-as-a-Service Queuing System
Riandy Hasan and Riza Satria Perdana
Session I-D
- Allergen Information Interaction Design in Food Delivery Application Using User-Centered Design Approach
Natasha Tiovanny Silaban and Wikan Danar Sunindyo - Microinteractions Development for Enhancing Usability in Klik Indomaret Application
Faizah Kamilah Setiawan and Adi Mulyanto - A Next Generation Web Browser Execution Environment
Zahir Toufie and Boniface Kabaso - User-Centered Interaction Design for Indonesia's E-Government Passport Application: The M-Paspor Indonesia Case Study
Claudia and Dessi P Lestari
Parallel Session II
Session II-A
- LLM2Vec Sentence Embeddings Analysis in Sentiment Classification
Matthew Martianus Henry, Nur Adhianti Heryanto, Mahmud Isnan, Dian Kurnianingrum, Chyntia Ika Ratnapuri and Bens Pardamean - Explainable Artificial Intelligence (XAI) Application on Classification of Diseases and Symptoms of Pest Infestation on Plants (Case Study on Rice Plant Leaves)
William Manuel Kurniawan, Windy Gambetta and Rika Alfianny - Classification of Hashtag's Popularity Growth Patterns Using Shape Dynamic Time Warping
Ren Hayashi and Yasuhiro Hashimoto - (*)Go vs Java: A Detailed Performance Analysis in Concurrent Programming
Md Neaz Morshed and Prince Roy
Session II-B
- Utilisation of Artificial Intelligence through ChatGPT in Teaching: A Comprehensive Review of Perspectives and Future Directions
Hermila A , Rahmat Taufik R L Bau and Mukhlisulfatih Latief - Development of LLM-Based System for IT Talent Interview
David K H Pasaribu, Agung Dewandaru and G A Putri Saptawati - Optimizing White Blood Cell Nuclei Segmentation: A Proficient Method for Improved Diagnostic Accuracy
Abdulaziz Ahmed Siyad, Abdisalam Abdulkadir Adam, Ibrahim Abdullahi Farah, Mohamed Abdirahman Yusuf and Bashir Abdirahman Hussein - Image Captioning on Diseased Chili Plants Using ResNeXt50 and Transformer
Dwi Ratna Sulistyaningrum, Budi Setiyono and Muhammad Khusni Nailul Mubarok
Session II-C
- An Initial Analysis of Newcomers based on Labels in Contemporary GitHub Projects
Fadhlih Hasan Setiawan, Yusuf Sulistyo Nugroho and Raula Gaikovina Kula - Micro Frontend Application Shell and Module Federation Architecture implementation and comparison
Marcos Roberto G Bahiense-Junior, Lanier M dos Santos, Renan R Bezerra and Erick C Bezerra - Development of Cascading Circuit Breaker System using Event-Driven Approach in Microservices
Mohamad Daffa Argakoesoemah and Muhammad Zuhri Catur Candra - PERISAI: Design and Implementation of a Remote Deployment System for IoT Applications
Muhammad Garebaldhie and Muhammad Zuhri Catur Candra
Session II-D
- Assessment Tool for Software Failure and Risk Mitigation in Project Management
Mohammad Ibraigheeth - Optimizing Load Forecasting in Smart Grids with AI-Driven Solutions
Jamshaid Iqbal Janjua - ReduJavator: A Tool to Simplify Developer-written Java Unit Tests
Brandon Wilber, Tuan Le and Arpit Christi - Collaborative Virtual Reality for Short-Range Combat Training: System Design and Initial Technical Evaluation
Melisa Rende and Kusno Prasetya
Parallel Session III
Session III-A
- An Enhanced Vigenère Encryption Algorithm using 6S-Substitution and 2S-Transposition Technique
Sugar Mae Galeza, Ariel Sison and Ruji Medina - A systematic literature review of the application of Agile applied to Large-scale, safety-critical, cyber-physical systems
Robin Yeman and Yashwant Malaiya - Analysis of In-Processing Algorithms Meeting Monotonic Selective Risk Conditions for Fairness and Accuracy in Machine Learning
Nayotama Pradipta and Windy Gambetta - Detection of Broken Access Control Vulnerability Using Graph Representation
Fawwaz Anugrah Wiradhika Dharmasatya and Yudistira Asnar
Session III-B
- On Performance Comparison Between Strong Machine Unlearning Algorithms for Logistic Regression Credit Assessment Models
Jeremy Syaloom Okey Nathanael Simbolon and Windy Gambetta - Curriculum Vitae Matching Module Development Using Semantic Textual Similarity in the Curriculum Vitae Screening Application
Kevin Roni, Gusti Ayu Putri Saptawati, Ricardo Irwan Rei, Yoseph Alexander Siregar and Rizky Akbar Asmaran - Development of Machine Learning Module in Intrusion Detection System for Unknown Threat Detection
Christine Hutabarat and Yudistira Asnar - (*)An Authenticated Framework for Supply Chain Management
Prince Roy, Rajneesh Kumar and Md Neaz Morshed
Session III-C
- Application of Semi-Supervised Learning for Job Applicant Competency Classification
Steven Wen and Putri Soekidjo - Enterprise Architecture Practical in Telecommunication Industry
Muhammad Rayhan and Muhammad Mahreza Maulana - Blockchain-based Public Key Infrastructure using Smart Contracts
Frederik Louis and Muhammad Zuhri Catur Candra - The Development of Blockchain-Based Access Control with a Decentralized XACML Approach: A Case Study on Payment Gateway
I Gede Arya Raditya Parameswara and Muhammad Zuhri Catur Candra - (*)Measuring the Impact of Technical Debt on Development Effort in Software Projects
Kartik Gupta
Session III-D
- CodeView: A Tool for Software Visualization in Development View
Christopher Jeffrey, Aditya Prawira Nugroho, Satrio Adi Rukmono and Yani Widyani - SRS for Software with Machine Learning Features
Muhammad Helmi Hibatullah and Yani Widyani - Use Case Generator Based on User Stories
Hana Fathiyah and Yani Widyani - (*)Optimal Cloud Infrastructure for Software-as-a-Service Queuing System
Muhammad Rey Shazni Helmi and Riza Satria Perdana
Zoom conference link will be sent via email, for those who have registered.
(*): To be confirmed
Social Events
Notes for the social events:
- They are two options to watch the whale sharks: watching from the boat, or swimming with them in the sea (yes, they are big, but friendly).
- Please do not touch the whale sharks, because they have sensitive skins.
- Snorkeling gears, fins, and life vests are available if you need them.
- Changing rooms and bathrooms are also available.