Program
2025 2nd Beyond Technology Summit on Informatics International Conference (BTS-I2C)
There are no stamped papers.| Time (Jakarta) | Room 1 | Room 2 | Room 3 | Room 4 | Room 5 | Room 6 | Room 7 | Room 8 | Room 9 |
|---|---|---|---|---|---|---|---|---|---|
Thursday, December 18 |
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| 07:00 am-09:30 am | 1-1: Parallel Session 1-1 | 1-2: Parallel Session 1-2 | 1-3: Parallel Session 1-3 | 1-4: Parallel Session 1-4 | 1-5: Parallel Session 1-5 | 1-6: Parallel Session 1-6 | 1-7: Parallel Session 1-7 | 1-8: Parallel Session 1-8 | 1-9: Parallel Session 1-9 |
| 09:30 am-12:00 pm | PS: Opening Ceremony & Plenary Session | ||||||||
| 12:00 pm-01:00 pm | LB: Lunch Break | ||||||||
| 01:00 pm-04:00 pm | 2-1: Parallel Session 2-1 | 2-2: Parallel Session 2-2 | 2-3: Parallel Session 2-3 | 2-4: Parallel Session 2-4 | 2-5: Parallel Session 2-5 | 2-6: Parallel Session 2-6 | 2-7: Parallel Session 2-7 | 2-8: Parallel Session 2-8 | 2-9: Parallel Session 2-9 |
| 04:00 pm-04:15 pm | CS: Closing, Announcement, & Photo | ||||||||
| 04:15 pm-04:20 pm | LogOut: Leave Zoom Meeting | ||||||||
Thursday, December 18
Thursday, December 18 7:00 - 9:30 (Asia/Jakarta)
1-1: Parallel Session 1-1
Room 1
Chair: Indah Werdiningsih, M.Pd
- A Comparison of LSTM and Convolutional LSTM for Indonesian Sign Language Alphabet Recognition from Video Sequences
- Performance Analysis of Parasitized Cell Image Classification Using Texture Features and Multilayer Perceptron
- An Enhancement Technique for Fundus Images to Improve Accuracy in Computer Vision for Early Glaucoma Detection
- Student Engagement Prediction Using Deep Learning: Comparative Analysis of Unimodal and Multimodal Approaches
- YOLO-Based Enhancement Method for Accurate Chili Leaf Disease Detection
- A Multi-Method Image Enhancement Framework for Low-Light Driver and Passenger Image Analysis
- FractureNet: A Swin Transformer Model for Radiographic Bone Injury Classification
- Comparison of SVM and KNN for BEMD-Based Texture Analysis in Huanglongbing Disease Severity Classification
- Performance Evaluation of Apriori and FP-Growth Algorithms on Association Rule Mining Concept Map Propositions
1-2: Parallel Session 1-2
Room 2
Chair: Ginanjar Abdurrahman
- An Evaluation of MRI Image Planes in the Classification of Autism Spectrum Disorder
- Determining and Visualizing Forest Fire Spreading Risk using Drone-captured Images
- Optimizing Gene Regulatory Networks Inference Application on a Vector Processor
- Tactical Visualization in Basketball Using Smartphone Video and Homographic Projection
- Dual Process Molecular Fingerprint and Expanded Multilayer Perceptron to Predict Meningitis Ligand via CISH Protein
- Analysis of Pollutant Exposure and Toxicological Risk in Aquatic Species Using Knowledge Graphs with Louvain Community Detection
- Implementation of Lion Optimization Algorithm-Ensemble for Predicting Autoignition Temperature as a Hazard Indicator
- CO2e Emissions Analysis in Life Cycle Inventory Using Knowledge Graph Modeling
- Continuous Severity-Level Simulation of Color Vision Deficiency Using Interpolated LMS-RGB Transformation
1-3: Parallel Session 1-3
Room 3
Chair: Nada Maharani Salsabilah
- Analyzing Women's Leadership Values in Indonesian News Article Using IndoBERT
- Integration of Graph-Based Model and Content-Based Filtering for Movie Recommendation System on Netflix
- Hierarchical TF-IDF for Tech Job Recommendation: Comparing ESCO and MIND Ontologies
- Food Recipe Recommender System Based on Available Ingredients Using Case-Based Reasoning
- User Perception and Awareness of AI-Generated Cyber Threats: A TAM-Based Study
- Lily: A Perfume Conversational Recommender System Fine-Tuned GPT-OSS-20B with Retrieval-Augmented Generation
- IoT PCAP Traffic Data Attack Analysis Using Ensemble Machine Learning
- Performance Evaluation of Quantum Machine Learning Classifiers in Bioinformatics Applications
- Development of an Automatic Paddy Winnower Machine Powered by Solar Energy
- Hybrid K-Means-PCA Framework for Geospatial Crime Prediction Using a Machine Learning Attention Based Model
1-4: Parallel Session 1-4
Room 4
Chair: Deni Arifianto
- E-Commerce Product Review Analysis Based on Emotion Detection with IndoBERT and Qwen 2.5 Text Generation
- Multi-thresholding and PSO-Based Segmentation with Classification of Lenke 1 and Lenke 5 Spinal Curvature Types Using HOG & GLCM Features
- Lenke Scoliosis classification In X-Ray Images Using PSO-Based Multi Thresholding Segmentation and Resnet-50
- Recommender System for App Store Applications Based on Heterogeneous Graph Neural Networks
- Body Mass Index Dominates Long-Term Influenza Vaccine Response: An Explainable AI Study
- Advanced Sentiment Analysis of M-Paspor Application Using Integrated Machine Learning and Deep Learning Approaches
- Hybrid DenseNet201-Random Forest for Type Corneal Ulcer Classification
- Measuring the Readiness of Artificial Intelligence Implementation in Enhancing Customer Service at Electrical Companies Using UTAUT 2 and TRI
- Hybrid Re-ranking for Retrieval-Augmented Generation in Library Chatbots: A Case Study at Surabaya City Library
1-5: Parallel Session 1-5
Room 5
Chair: Amalina Maryam Zakiyyah
- Extended Chacha20 Stream Cipher With Modified The Round Quarter Function for IoT System
- 5G Network Planning for Sustainable Smart City Development: A Case Study of Ibu Kota Nusantara
- 5G NR Coverage Planning for Vehicle-to-Infrastructure Services Using N40 Band: A Case Study on Ahmad Yani-Tunjungan Road, Surabaya
- Comparative Assessment of 4G LTE Network Quality Using Hybrid Drive and Stationary Testing
- The Impact of Artificial Intelligence Based Personalization on Purchase Intention in Mobile Super Apps
- A Low-Cost Vehicle-to-Vehicle Communication System Using HackRF One and GNU Radio
- Experimental Path Loss Exponent for 6G Communications in Indonesia
- On The Sensitivity of Channel Estimation for Indonesia High Speed Railway Communications
- Grading Breast Cancer With Deep Learning Methode in the Pathology Image
- Imperialist Competitive Algorithm with Weighted-Penalized Composite Objective Function for Collaborative Beamforming Optimization
1-6: Parallel Session 1-6
Room 6
Chair: Ilham Saifudin
- Platformer Game Level Generation Based on Player Behavior Using Reinforcement Learning and TOAD-GAN Integration
- Robust Abandoned Object Detection via Segmentation and Temporal Context
- Collaborative and Content-Based Filtering for Nutrition Recommendation in Pregnancy
- Performance Evaluation of LightGCN for Amazon Product Recommendation
- Application of the Weighted Performance Indicator Method in Decision Support Systems for Managerial Performance Evaluation
- Leveraging Diverse Electroencephalogram Signal Datasets for a Robust Deep Learning Classifier Model in Parkinson's Disease Detection
- Breast Ultrasound Images Enhancement Using Speckle Reducing Anisotropic Diffusion Filter
- Development and Implementation of Smart Environmental and Safety Monitoring System Using CANBus and MQTT with Real-Time Visualization
- Delay-Adaptive Causal Markov Decision Processes Achieve Exponential Speedup in Real-Time Safety-Critical Control
1-7: Parallel Session 1-7
Room 7
Chair: Ageng Soeharno
- Aspect-Based Sentiment Analysis of Hotel Reviews Using Multiscale Convolutional Neural Network
- Decoding Gen Z at Work with a Twitter-Based Sentiment Analysis Using Machine Learning Algorithms
- Jury, Judge, and Executioner: Using LLMs to Steer Gamified Multi-Agent Decision-Making
- Comparative Analysis of Machine Learning and Deep Learning Algorithms in Distinguishing AI-Generated and Human-Written Essays
- Timestamp-Based Sentiment Analysis of Public Perception toward Persatuan Sepakbola Seluruh Indonesia (PSSI) on Social Media X during 2023-2025 Using a Transformer Model
- Comparative Evaluation of IndoBERT-base and IndoBERT-lite for Detecting Indonesian-Language Spam Comments on Instagram
- A Comparative Study of BiLSTM and LSTM Architectures for Sentiment Analysis on a Mobile Banking App Review Dataset
- The Illusion of Sustainability: Unmasking Greenwashing in FMCG Reports with Transformer-Based NLP
- Enhancing Scholarship Allocation Fairness Using GRU and Synthetic Minority Oversampling Technique
1-8: Parallel Session 1-8
Room 8
Chair: Kristi Nuraini, M.Pd
- IoT-Enabled MQTT Control System for BLDC Motor Speed Regulation Using Fuzzy-PID
- Modeling Housewives' Stress Levels Using IndoBERT with the Support of Indonesian Linguistic Features
- Preserving the Evidence: Artifact-Aware Preprocessing for Robust Deepfake Detection
- Web-Native Architecture for Real-Time ROV Video Streaming and Analytics Next.js, WebRTC, and Python FastAPI
- Real-Time Fish Detection with YOLOv8 on a Semi Autonomous Underwater Vehicle for Aquaculture Monitoring
- Vibration Based Operational State Classification of Wheel Loader Using Decision Tree and Time Frequency Features
- Comparison of Machine Learning Models for Indonesian Housewifes' Digital Discourse
- Indonesian Named Entity Recognition (NER) using IndoBERT, BiLSTM, and CRF Models
- Greenhouse Gasses Analysis Using Smart Farming Technology on Systems of Rice Intensification (SRI) Methods in Dryland Areas
1-9: Parallel Session 1-9
Room 9
Chair: Salsabila Mazya Permataning Tyas
- Influence of Flux Density, Operating Frequency, and Air Gap Variation on the Rotational Performance of PMSM
- Visual Inspection-Based Diagnosis of Microcracks and Their Influence on PV Module Output Performance
- Metaheuristic Optimized Machine Learning for Real Time Ammonia Prediction in IoT Based POME Bioremediation Systems
- Machine Learning-Based COD Prediction Enhancement in Microalgae Cultivation with POME Using Imputation Techniques
- Property Recommendation Systems Based On Hybrid Filtering And Profile Matching
- Leveraging Sentiment Analysis to Predict Customer Retention on Strava: A Comparative Study of Random Forest and SVM
- Comparative Analysis of LSTM and ARIMA Models for Stock Price Prediction in Sharpe Ratio-Based Portfolio Construction
- Performance Comparison of Single Algorithms and Ensemble Methods for Diabetes Prediction
- Enhancing Chatbot Performance with Retrival-Augmented Generation and Query Expansion
Thursday, December 18 9:30 - 12:00 (Asia/Jakarta)
PS: Opening Ceremony & Plenary Session
- Speech from the Committee
- Speech from the Rector
- Plenary Speakers Session
- Discussion
- Photo Session
Thursday, December 18 12:00 - 1:00 (Asia/Jakarta)
LB: Lunch Break
Thursday, December 18 1:00 - 4:00 (Asia/Jakarta)
2-1: Parallel Session 2-1
Room 1
Chair: Indah Werdiningsih, M.Pd
- Harnessing LSTM for Climate-Sensitive Precision Agriculture: Predicting Rice Blast Disease Expansion
- Time-series Mortality Prediction of Laying Chickens using LSTM Model under Weather Conditions
- Optimizing Nurse Rostering in a Hospital Surgical Unit Using Simulated Annealing
- Comparative Analysis of Deep Learning Approaches for Stock Chart Pattern Detection in Technical Analysis
- Hybrid BiLSTM - BiGRU for Bitcoin Price Prediction with Artificial Bee Colony Optimization
- A Hybrid Deep Feature and Machine Learning Approach for Multi-Class Lung Cancer Classification from CT
- Development of an Interactive Web App for Image Segmentation Using Otsu and LAB K-Means
- Comparative Analysis of YOLO Architectures for Real-Time Debris Segmentation and Area Estimation
- Lightweight YOLOv8 Model for Detecting Downy Mildew on Golden Alisha Melon Leaves
- Javanese Character Recognition Using You Only Look Once
- Design of a Linear Quadratic Gaussian Control System for The Stability of an Octocopter
2-2: Parallel Session 2-2
Room 2
Chair: Ginanjar Abdurrahman
- Evaluating Simulated Annealing Against Ant Colony Optimization: A Case Study of Route Optimization
- Multi-Criteria Detection Algorithm for Automated Cross-Platform BPMN Format Recognition and Standardized JSON Transformation
- Comparative Multi-Dataset Evaluation of Lexicon-Based Sentiment Methods for Book Recommendations
- A Novel Hybrid Deep Learning Approach for Brain Tumor Classification from MRI Images with Grad-CAM Interpretability
- Weakly Supervised Masked Siamese Networks (MSN) for Image-Based Cell Phenotype Prediction
- Adoption Of AI Chatbot In The Banking Sector: Impact On Customer Experience
- Sentiment Analysis and AI Topic Modelling for Political Discourse on Twitter
- Ride, Click, Repeat: Factors That Fuels User Satisfaction in Public Transport Applications (MaaS)
- A Hybrid Lexicon-LLM Framework for Aspect-Based Sentiment Analysis in Indonesian Text
- Identification of Counterfeit Oil Palm Seedlings Using the Convolution Neural Network Method
- 5G NR Network Planning at 700 MHz Frequency for V2I Service (Case Study: Ahmad Yani Road - Tunjungan Road, Surabaya City)
2-3: Parallel Session 2-3
Room 3
Chair: Nada Maharani Salsabilah
- Performance Comparison of YOLOV8 and RT-DETR Models in Multi-Stage Detection and Classification of Knee Osteoarthritis
- Smart Primary Healthcare: Machine Learning-Driven Maternal and Child Nutrition Assessment
- Inception-V3-Based Deep Learning Framework for Automated Multi-Class Soil Texture Classification in Precision Agriculture
- Coral Reef Health Assessment through Deep Residual Learning: A High-Precision ResNet101 Framework for Automated Monitoring and Conservation in the Indo-Pacific Region
- EX-Boost: An Integrated Exploratory Data Analysis and Extreme Gradient Boosting Framework for Forecasting Future Job Opportunities
- Development of an AI-Driven System for Early Bowel Cancer Detection using Capsule Endoscopy Imaging
- Efficient Keratoconus Classification Using Quantized Grayscale Tomography and a Lightweight CNN
- Comparative Analysis of Machine Learning Models for Mental Health Classification
- A Dynamic Systems Approach to the Impact of Lifestyle and Sociodemographic Factors on Diabetes Incidence
- Study of the Effect of Satellite's Latency and Ku-Band Propagations on User Experiences for Internet and Streaming Applications
- Optimizing 5G Network Slicing Prediction in Next-Generation Networks Using CatBoost and Social Spider Algorithm
2-4: Parallel Session 2-4
Room 4
Chair: Deni Arifianto
- Performance Analysis of Fuzzy Logic Controlled Battery Inverters under Bidirectional Operation
- Enhanced Transient Response of Interleaved SEPIC Converter Using an Adaptive Fuzzy-PI Control
- Finger Joint Landmark Prediction from Surface Electromyography Using an Attention Temporal Convolutional Network
- Seismometers Fault Identification based on Time-series Ambient Noise Analysis using CatBoost Classification
- Deepfake Voice Detection Using Bayesian Optimization and Root Mean Square Energy-Adjusted Features
- Design Foldable Antenna X-band for Infantry Radar
- Multiscale CNN-GRU Hybrid Network with Attention Mechanism for NILM Applications
- Techno-Economy Asessment of Used Cooking Oil Supply for Sustainable Aviation Fuel Production
- FPGA - Based Adaptive FIR Filter Using LMS Algorithm
- Spectral Preprocessing and Machine Learning for Coffee Moisture Prediction Using FT-NIR
- An Anti-Spoofing Architecture with WavResSa for Deepfake Detection
2-5: Parallel Session 2-5
Room 5
Chair: Amalina Maryam Zakiyyah
- Experimental Comparison of Memory-Based Collaborative Filtering Methods in Recommendation Systems
- Balancing Data and Boosting Performance through SMOTE and Hyperparameter Optimization for HEIs Marketing Priority Classification
- A Comparative Analysis of Heterogenous and Homogenous GraphSAGE Models For Movie Recommendations System
- Performance Evaluation of Unidirectional and Bidirectional Graph Attention Networks in Credit Card Fraud Detection
- A Comparison of Similarity Models in Travel Recommender Systems
- Comparative Evaluation of Modern Gradient Boosting Methods in Movie Recommendation Systems
- Collaborative Filtering Using Random Split and Cold-Start Scenarios
- Sentiment and Social Network Analysis on Public Perception of the Access by KAI Application
- A Comparative Study of LDA and NER-LDA Methods for Topic Modeling of Public Service Complaint Data on Indonesian Texts
- Optimizing Channel Feedback Using Lloyd Algorithm-Based AoD-Adaptive Subspace Codebook for 5G FDD Massive MIMO
- Multi-Day Scheduling for Electric Vehicle Routing: A Novel Model and Comparison Of Metaheuristics
2-6: Parallel Session 2-6
Room 6
Chair: Ilham Saifudin
- Comparative Performance of Supervised Learning Algorithms in Predicting Student Dropout Risk
- Customer Satisfaction and Loyalty Through Gamification-Based Interactions
- Development of a Deep Learning Model for Automating Service Ticket Assignment to Support Teams Based on User Description Content
- Aspect-Based Sentiment Analysis on Public Service Reviews using a Hybrid Rule-Based and Bidirectional Encoder Representations from Transformers (BERT) Approach
- Sentiment Analysis of Public Perception on YouTube Influencer Visit to Indonesia
- Text-to-Sentiment Analysis: Performance Evaluation of SVM, Naive Bayes, and Random Forest for Telegram User Review Classification in Indonesia
- Hierarchical Agglomerative Clustering Method for Grouping Community Health Center Based on Healthcare Professionals
- Implementation of ResNet Architecture for Spice Classification
- Researcher Recommendation System Using Hybrid LDA-Based Topic Extraction and Naive Bayes Model
- Investigation of the Capabilities of Artificial Intelligence in Predictive Maintenance of Technical Equipment
- Spark Vision AI Agent: Real-Time Child Digital Eye-Strain Detection via Rule-Based NLP & CNNs
2-7: Parallel Session 2-7
Room 7
Chair: Ageng Soeharno
- Improvement of Vehicle License Plate Detection and Recognition with the Addition of the CLAHE Method
- Computer Vision-Based Leaf Growth Monitoring System of Aeroponic Grown Potato Plant
- Real-Time Rice Leaf Disease Classification With a VGG-16-Based CNN Deployed on Android via TensorFlow Lite
- Age Prediction in Low-Resolution Images: A Comparative Study of Deep Learning and Super-Resolution Models
- Drowsiness Detection in Drivers Based on Eye Aspect Ratio Analysis
- Quantifying Domain Discrepancy in Skeleton Based Industrial Action Recognition Using Maximum Mean Discrepancy
- Driver Drowsiness Detection System Using Yolo v11
- Rhegmatogenous Retinal Detachment Eye Disease Detection For Digital Image Contrast Enchancement Analysis Using Clahe Method
- Performance Evaluation of Contour Detection and Hough Transform for Shape Identification Using HSV Color Space
- PPE Violation Detection in Industry: Dataset Contribution and YOLO-Based Model Optimization
- Ganoderma Detection on Oil Palm Stem using YOLO Approach
2-8: Parallel Session 2-8
Room 8
Chair: Kristi Nuraini, M.Pd
- Enhancing Cold-Start Product Recommendation Using User-Based Collaborative Filtering with Clustering Models
- HDLF-CUMS: A Context-Aware Hybrid Deep Learning Framework for Proactive Threat Detection in University Digital Ecosystems
- A Spatio-Temporal Graph Neural Network for Fifteen Joint Finger Movement Prediction
- Two-Stage Classification of Colon and Lung Cancer Histopathological Images: ResNet50 and EfficientNetV2L
- Recommendation Fashion Products Using Collaborative Filtering and Variational Autoencoders (CF-VAE)
- Dental Caries Classification with MLP Optimized by Adam and SGD Using Hu Moment Features
- Evaluation of Levenberg Marquardt and One Step Secant Training Algorithms in MLP for Eye Disease Classification using HOG Features
- Detecting Distributed Denial of Service (DDoS) on Routers Using IP Firewall
- Gold Price Prediction With Integrated News Sentiment Analysis Using Long Short-Term Memory (LSTM)
- Empathy Experience Detection in Microblog Posts Using the BERT Algorithm
- Enhancing Emotion Classification in Public Service Complaints through Hybrid Embedding and SVM
2-9: Parallel Session 2-9
Room 9
Chair: Salsabila Mazya Permataning Tyas
- Enhanced Credit Default Prediction Performance by Combining Genetic Algorithm Feature Selection and Heterogeneous Ensemble
- Evaluating Semantic Alignment between Teacher and Student Concept Maps Using IndoBERT
- Performance Analysis of Random Forest and Decision Tree for Automated Assessment of Concept-Map Quality
- Comparison Of K-Nearest Neighbors and Ensemble Voting Methods for Nutrition Recommendation System for Pregnant Women In An Efforts to Prevent Stunting
- Brain Tumor MRI Classification Using Weighted Fractional Fourier Transform and K-Nearest Neighbor
- Efficient Pipeline for Classifying Used Integrated Circuits(IC) Using Optimal Data Augmentation and MobileNetV2
- Attendance System in Class Environment with Face Recognition using Arcface Algorithm
- Performance Analysis of Directional and Omni Antenna on the Walksnail Avatar VRX FPV Drone System
- Comparative Analysis of LSTM and XGBoost Methods for Predictive Maintenance of Industrial Pump System
- Model Complexity vs. Market Friction: A Comparative Analysis of OLS and Machine Learning in Weekly Top-N Portfolio
- Implementation of Hybridization of CNN-SVM with Transfer Learning and Attention Mechanism for Breast Cancer Classification on Mammography Images