Program at a Glance : Virtual Conference
Time Fri 25 September 2020 Sat 26 September 2020
09.00 - 09.30 Opening Ceremony Plenary Session V (Thai Version)
09.30 - 10.00 Plenary Session I
10.00 - 10.30 Plenary Session II
10.30 - 10.45 Session Break Session Break
10.45 - 11.15 Plenary Session III Plenary Session VI (Thai Version)
11.15 - 11.45 Plenary Session IV
11.45 - 13.00 Break Break
13.00 - 14.30 Oral Session I (IBDAP 2020) Oral Session III
(IBDAP 2020)
Oral Session IV
(IBDAP 2020)
14.30 - 14.45 Session Break Session Break
14.45 - 16.30 Oral Session II (IBDAP 2020) Oral Session V
(BDAP 2020) (Thai Version)
Oral Session VI
(BDAP 2020) (Thai Version)

 

Technical Program

(Day 1) Friday, 25 September 2020

Time Program
09.00 - 09.30 Opening Ceremony
09.30 - 10.00 Plenary Session I
Keynote Speaker: Ms. Ajarin Pattanapanchai
Permanent Secretary of Digital Economy and Society, Thailand 
10.00 - 10.30 Plenary Session II
Keynote Speaker: Dr. Simon See
Head and chief solution technologist for Nvidia AI Technology Center, Singapore
Title: State of the art in AI
10.30 - 10.45 Session Break
10.45 - 11.15 Plenary Session III
Keynote Speaker: Dr. Anon Plangprasopchok
Senior Researcher, Strategic Analytics Networks with Machine Learning and AI Research Team, NECTEC
Title: Data Analytics in Thai People Map and Analytics Platform 
11.15 - 11.45 Plenary Session IV
Keynote Speaker: Dr. Sarunya Pumma
MTS Software Developer Engineer, Advanced Micro Device (AMD), Austin, Texas
Title: Data Movement Challenges in Large-Scale Deep Learning 
11.45 - 13.00 Break
13.00 - 14.30 Oral Session I (IBDAP 2020)
13.00 - 13.15 Benefit Recommendation System: A Use Case for Pension Fund Data Analytics
13.15 - 13.30 Evaluation Matrix for Smart Machine-Learning Algorithm Choice
13.30 - 13.45 Automatic Hyper-Parameter Tuning for Gradient Boosting Machine
13.45 - 14.00 Cluster Validity Index for Big Data Based on Density Discriminant Analysis
14.00 - 14.15 A Spot-Recommendation System for Taxi Drivers Using Monte Carlo Optimization
14.30 - 14.45 Session Break
14.45 - 16.30 Oral Session II (IBDAP 2020)
14.45 - 15.00 Visual Representations of Different Family Structures Using an Interactive Data Exploration Technique
15.00 - 15.15 Sakdas: A Python Package for Data Profiling and Data Quality Auditing
15.15 - 15.30 Digital Transformation in Business and Management Research: Bibliometric and Co-Word Network Analysis
15.30 - 15.45 Paragraph Tagging Through Text Classification on Thai Primary School Textbooks
15.45 - 16.00 On the Network and Topological Analyses of Legal Documents Using Text Mining Approach
16.00 - 16.15 Towards a Natural Language Query Processing System
16.15 - 16.30 A Big Data Lake for Multilevel Streaming Analytics

 

(Day 2) Saturday, 26 September 2020

Time Program
09.00 - 10.30 Plenary Session V (Thai Version)
Keynote Speaker: Asst.Prof.Dr. Piyabutr Bunaramrueang
Faculty of Law, Chulalongkorn University, Thailand
Title: Personal Data Protection Act (PDPA) 
10.30 - 10.45 Session Break
10.45 - 11.45 Plenary Session VI (Thai Version)
Keynote Speaker: Assoc.Prof.Dr. Tiranee Achalakul
Director, Government Big Data Institute, Thailand
Title: Data Governance
11.45 - 13.00 Break
13.00 - 14.30 Oral Session III (IBDAP 2020) Oral Session IV (IBDAP 2020)
13.00 - 13.15 Monitoring the COVID-19 Situation in Thailand Big Data Analytics Framework for Digital Government
13.15 - 13.30 The Relations Between Implementation Date of Policies and the Spreading of COVID-19 A Framework for Collecting and Analyzing Massive Community Data
13.30 - 13.45 Demand Forecasting Using Artificial Neural Network Based on Quantitative and Qualitative Data Research Topic Modeling: A Use Case for Data Analytics on Research Project Data
13.45 - 14.00 Panic of COVID-19 on the Volatility of U.S. Portfolios: Applied Big Data from Google Trend Detecting Philadelphia Chromosome on Metaphase Images Using a Convolutional Neural Network
14.00 - 14.15 Student Dropout Prediction: A KMUTT Case Study BoydCut: Bidirectional LSTM-CNN Model for Thai Sentence Segmenter
14.15 - 14.30   Detection of Hate Speech Using Global Vector and Deep Belief Network (DBN) Algorithm
14.30 - 14.45 Session Break
14.45 - 16.30 Oral Session V (BDAP 2020) (Thai Version) Oral Session VI (BDAP 2020) (Thai Version)
14.45 - 15.00 Prioritization of Alzheimer's Disease-Related Genes Using Network Diffusion and Network Centrality Government Data Catalog
15.00 - 15.15 Identifying the Insect Transmission Using STH-DBSCAN Technique Data Platform for PTTEP’s Digital Solution Foundation
15.15 - 15.30 Thai Font Generation with GlyphGAN Optimization in Water Production Process at Mahasawat Water Treatment Plant
15.30 - 15.45 Emotional Speech Classification of Depressive Patients Using Machine Learning Technique Uncovered Pipe Detection at Pipe Installation and Replacement Area with Artificial Intelligence
15.45 - 16.00 Fashion-Trend Analyzer Using Deep Learning Techniques MWA. Big Data Analysis toward more Efficient Salt Water Management
16.00 - 16.15   Analysis of International Tourist Behaviours during COVID Situation using Data from Webboard
16.15 - 16.30   PDPA and Data Innovation