IINAE 2024: The 6th Workshop on Innovation Initiatives in NLP/AI/Education
November 12, 2024
Co-located with The 19th International Joint Symposium on Artificial Intelligence and
Natural
Language Processing (iSAI-NLP-AIoT 2024)
The Zign Hotel Pattaya, Chonburi, Thailand
TOPICS
The workshop will bring together researchers, professors, and students in NLP, AI, and Education. The aim of the proposed workshop is to bring together the community of Southeast Asian Countries’ researchers interested in these areas seems to be growing rapidly.
NLP:
- POS-tagging
- Tokenization
- Named entity recognition (NER)
- Morphological analysis
- Semantic analysis
- Chunking
- Disambiguation
- Machine Translation (MT)
- Automatic Speech Recognition (ASR)
- Text to Speech (TTS)
- Language Model
AI:
- Statistical Learning
- Machine Learning
- Deep Learning
- Bayesian Machine Learning
- Graph Neural Networks
- Meta Learning
- Reinforcement Learning
- Adversarial Machine Learning
- AI in Image and Speech Processing
- Data Analytics
Education:
- AI in Education
- Learning Analytics (LA)
- Educational Data Mining (EDM)
- Technology Enhanced Learning (TEL)
- Grammatical Error Detection and Correction
- Learner Cognition and Cognitive Science
- Collaborative Learning Environments
- Automated Scoring
- Uses of Corpora in Educational Tools
- Tools and Applications for Classroom Teachers, Learners, or Test Developers
Keynote Speakers
Valerie Sutton
Center for Sutton Movement Writing, Inc, United States
Sutton SignWriting 2020-2050
Bringing Together Communities of Southeast Asian Sign Language Users Through Writing Their Sign Languages
- Abstract:
- Biography:
Sutton SignWriting is 50 years old in 2024. It is an internationally-used writing system for writing the movements of all sign languages. The writing system can be applied to writing any sign language in the world because it writes body movement. There are 40 to 60 countries writing their sign languages using SignWriting. The only requirement is that the writers know their own sign language, and if they know how to sign in their sign language, then they can learn to use the SignWriting symbols to write their sign language. SignWriting can be written by hand, or written by computer. The computer software is constantly under development. The biggest challenges in 2025-2050 is for the Sutton SignWriting system to establish a world-wide server that can handle all the computer entries made simultaneously by writers around the world. In 2024, the best software for creating dictionaries online is called “SignPuddle 2”, developed by Steve Slevinski. In this talk, I will teach you how to use SignPuddle 2 for creating a Myanmar Sign Language Dictionary.
Born in New York City in 1951, Valerie Sutton is an American who invented Sutton Movement Writing, a writing system for recording all body movement. Sutton Movement Writing has five sections, including: SignWriting and DanceWriting. For more detailed information about Valerie Sutton, go to valeriesutton.org or on Wikipedia:
Prarinya Siritanawan, PhD
Associate Professor at Faculty of Engineering, Shinshu University, Japan
Security in Image Recognition Systems: Understanding Adversarial Examples and their Countermeasures
- Abstract:
- Biography:
This talk addresses the security challenges posed by adversarial examples in image recognition systems, in particular adversarial patches that can attack image recognition in physical space. We have explored the image features behind these attacks and found the unique characteristics of adversarial patches, in contrast to common misconceptions in the field. The talk will also cover key defence strategies to improve the robustness of image recognition systems. By analysing both vulnerabilities and countermeasures, this talk will feature the importance of secure and trustworthy image recognition in the next generation of AI applications.
Prarinya Siritanawan is a faculty member at the Graduate School of Science and Technology, Shinshu University, Japan, where he leads a research group focused on Trustworthy Human-Centric Image Information Engineering. He received his B.Eng. and M.Eng. degrees from the Sirindhorn International Institute of Technology, Thammasat University, and his Ph.D. in Information Science from the Japan Advanced Institute of Science and Technology (JAIST). Previously, he was a Research Fellow at Nanyang Technological University, Singapore, and later an Assistant Professor at JAIST. He is a member of IEEE Society and served as the committee and a reviewer on several international conferences and journals in the areas of in computer vision, machine learning, and robotics.
Paper Submission Instructions
Importance Date
Paper length::
6-10 pages including figures, tables references.Deadline:
October 22, 2024Notification of Acceptance:
October 29, 2024Camera-Ready Submission:
November 5, 2024Workshop Date:
November 12, 2024Submission Format
Papers must be prepared under JIIST format as shown in the link below:https://jiist.aiat.or.th/page/authorGuide
Submission System
The papers must be submitted via the email address:yekyaw.thu@nectec.or.th
Review Process
For papers that are accepted for review, program committee (PC) members will be matched to submissions based on research expertise and interest. Authors will have a limited opportunity to respond to initial reviews. This author feedback will then be taken into account in the final recommendations and reviews may be changed accordingly.Journal Opportunities
A select set of rated papers may be nominated for fast track reviewing at the Journal of Intelligent Informatics and Smart Technology (JIIST).Workshop Date
November 12, 2024Conference Registration and Attendance
At least one author is required to register for the conference to present the paper, and we encourage all authors to attend if possible.Program Chairs
- Ye Kyaw Thu (NECTEC, Thailand)
- Nattapol Kritsuthikul (NECTEC, Thailand)
- Thepchai Supnithi (NECTEC, Thailand)
Time (UTC+07:00) |
Program |
November 12, 2024 |
|
08:45 – 09:00 |
Opening Ceremony |
09:00 – 10:00 |
Keynote 1 Valerie Sutton Inventor, Sutton SignWriting, Sutton DanceWriting, Center for Sutton Movement Writing, Inc, United States Title Sutton SignWriting 2020-2050 Bringing Together Communities of Southeast Asian Sign Language Users Through Writing Their Sign Languages |
10:00 – 13:00 |
Intermission & Lunch |
13:00 – 13:30 |
Keynote 2 Prarinya Siritanawan, PhD Associate Professor at Faculty of Engineering Shinshu University, Japan Title Security in Image Recognition Systems: Understanding Adversarial Examples and their Countermeasures |
13:30 – 13:45 |
Break |
13:45 – 15:45 |
Oral Paper Presentation (8 papers) |
IINAE-2024-0001 Title An Empirical Study of Data Augmentation Methods on News Classification for Myanmar language Authors Eaint Kay Khaing Kyaw, Thura Aung, and Ye Kyaw Thu |
|
IINAE-2024-0002 Title myZagar: Language Identification of Low-resourced Spoken Languages in Myanmar from Text Documents Authors Ye Kyaw Thu, Thazin Myint Oo, and Thura Aung |
|
IINAE-2024-0003 Title A Study on AI-Driven Question Generation Using ChatGPT for Python Programming Education Authors Khaing Hsu Wai, Ye Kyaw Thu, Thazin Myint Oo, Nobuo Funabiki, Lu Xiqin, and Akihiro Yamamura |
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IINAE-2024-0004 Title A Benchmarking Study of Kolmogorov-Arnold Networks (KAN) on the Burmese Handwritten Digit Dataset (BHDD) Author Ye Kyaw Thu |
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IINAE-2024-0005 Title Mobile Application for Monthong Durian Ripeness with Knocking Sounds Using CNN Authors Wanutchaporn GERDCHAI, Chananya POKJAN, Natpassorn LAONET, Rattapoom WARANUSAT, Wasan NA CHAI, and Nattapol KRITSUTHIKUL |
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IINAE-2024-0006 Title Innovations in English to Thai Subtitle Translation Using Machine Learning Authors Thapanakorn CHITVIBULSOPHON, Peerachet PORKAEW, and Nattapol KRITSUTHIKUL |
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IINAE-2024-0007 Title Skin Cancer Classification System Using Image Processing Authors Chayakorn SANOOSIT, Norraphat RATHASAMUTH, Wanthanee RATHASAMUTH, and Nattapol KRITSUTHIKUL |
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IINAE-2024-0008 Title Automatic artificial nest system for rearing dung beetles Authors Chayakorn SANOOSIT, Nawinda SANOOSIT, and Nattapol KRITSUTHIKUL |
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16:00 – 17:00 |
Tutorial 1: Suwit Somsuphaprungyos, PhD Assistant Professor at Department of Business Information Systems and Computers Rajamangala University of Technology Suvarnabhumi, Thailand Title The Synergy of AI and Education: Data grabbing, Surveillance, Opportunities, and Challenges |
Venue
The Zign Hotel Pattaya, Chonburi, Thailand