[표지] 1

The 7th ICICPE 2023 Conference Committees[이미지참조] 2

Welcome Message / Hwamin Lee 3

Program for the 7th ICICPE 2023[이미지참조] 4

Contents 8

December 27, 2023 18

Oral Session 1 19

01. Exploring the Potential of Large Language Model for Korean Grammatical Error Correction / Seonmin Koo ; Chanjun Park ; Aram So 19

02. Prompt-based Fine-tuning Method for English-Korean Critical Error Detection / Dahyun Jung ; Gyeongmin Kim 22

03. Assessing the Retrieval-based Generation Capabilities of Large Language Models: A Call for a New Benchmark / Jungseob Lee ; Junyoung Son ; Taemin Lee ; Chanjun Park ; Myunghoon Kang ; Yuna Hur 25

04. Evaluating the toxicity of ChatGPT for Gender and Race in Korean / Seungyoon Lee ; Chanjun Park ; Heuiseok Lim 28

05. Which is Better Training for Reward Model, by Ranking or Classification? / Jeongwook Kim ; Imatitikua Danielle Aiyanyo 30

06. Active Learning Enhanced by LLMs: Empirical Strategies to Rectify Intent Classifier Discrepancies / Changwoo Chun ; HeuiSeok Lim 33

07. Improving TOEIC Problems Solving Model Performance through Data Augmentation using WordNet / Jeongwoo Lee ; Aiyanyo Imatitikua Danielle ; Yeongwook Yang 40

08. Identifying Bridging Entity and Its Context using Dense Retriever / Junyoung Son ; Jinsung Kim ; Jungwoo Lim ; Yoonna Jang ; Aram So 42

Oral Session 2 45

01. CheckLLM-Ko:Prompting strategy for constructing Korean LLM written document detecting dataset / Myunghoon Kang ; Jungseob Lee ; Seungyoon Lee ; Seongtae Hong ; Jeongbae Park 45

02. A Study on Dialogue Evaluation Metrics Utilizing Large Language Models / Seungjun Lee ; Dahyun Jung ; Yuna Hur 48

03. Exploring Prefix-Tuning-Based Models for Open-Ended Knowledge Tracing / Suhyune Son ; Myunghoon Kang ; Jaechoon Jo 51

04. Genuine Knowledge Prediction for Commonsense Knowledge Transfer / Jaewook Lee ; Jaehyung Seo ; Dahyun Jung ; Gyeongmin Kim 54

05. Enhancing Translation Performance with SuperICL4Gen / SeongTae Hong ; Seungjun Lee ; Sungmin Ahn ; HeuiSeok Lim 57

06. Examining Zero-shot Relation Extraction in Korean Language using a Large-scale Language Model: A Comparative Analysis / Jinsung Kim ; Gyeongmin Kim ; Jaechoon Jo ; Kinam Park 60

07. The Impacts of Cognitive and Psychological Factors on Maladaptive Social Media Behavior: Insights into Avatar Representation / Hamdan Amer Al-Jaifi ; Hassam Wahid ; Harpaljit Kaur Pritam Singh 63

Oral Session 3 78

01. A Study on Improving Anonymization Security in Real-Time Collected Structured Data / Jiyeon Lee ; Soonseok Kim 78

02. Efficient Multi-party Private Set-Intersecction Protocols using Oblivious Transfer Extenstion / Ji-Yeon Lee 81

03. Biometric Vibration Signal Detection for Health Monitoring - Swallowing and Respiratory Activity / Youn Joung Kang 84

04. Student Concentration Analysis in Remote Settings Based on Facial Recognition / Dong-Uk Kim ; Yeo-Chan Yoon 87

05. Two-Stream Networks in Natural Language Inference: An Experimental Study / Ji-Hyeon Lee ; Ho-Young Kwak 90

06. Designing a Self-Directed Learning Application Using Eye Blink Detection / Seo Bin Park ; Hyeon Seo Jang ; So Hyeon Lee ; Soo Kyun Kim ; Do Hyeun Kim 93

07. Tracking-avoidance guide AI design using Unity ML-Agent / Han, In Chul ; Kim Soo Kyun 95

08. ESG Issues Analysis in the Public Sector Using Big Data / Eunjin Hwang ; Sungmin Roh 97

December 28, 2023 102

Poster Session 1 103

01. Unveiling the Blind Spots: Evaluating Large Language Models in Korean Commonsense Reasoning / Jaehyung Seo ; Heuiseok Lim 103

02. Extracting Persona Triples in Utterances / Yoonna Jang ; Kinam Park 106

03. A Study on a Large Language Model's Ability to Solve Riddles / Sugyeong Eo ; Sungmin Ahn ; Jeongbae Park 108

04. Utilization of Image-Text Embeddings for Audio-Visual Scene Dialogue / Jungwoo Lim ; Sungmin Ahn ; Kinam Park 111

05. Evaluating ChatGPT Proficiency in Korea Table QA: Exploring Generative Models in Structured Data Understanding / Joongmin Shin ; Yuna Hur ; Taemin Lee ; Sungmin Ahn ; JeongBae Park 113

06. Hallucination of Large Language Models Derived by the Colloquial Style / Hyeonseok Moon ; Jaehyung Seo ; Sugyeong Eo ; Chanjun Park ; Heuiseok Lim 116

07. Intelligent Contents Analysis based Contextualized Data / Changryul Park ; Woohyeon Kim ; Eunbi Cho ; Kyungyong Chung ; Joo-Chang Kim 119

08. Anomaly Detection of Concrete Structures based on Data Types / Gyu-Il Kim ; Ji-Won Baek ; Seo El Lee ; Hyun Yoo ; Kyungyong Chung 121

09. Development of NWP Radiation Physics Emulator Using Gaussian Process and Neural Network / Yonggwan Shin ; Yun Am Seo 124

10. Social Awareness Change Trends in Cosmetic Surgery using Text Mining based on before and after Covid-19 / Young A Kim ; Sanghoo Yoon 129

11. The covariance parameter screening of the Gaussian process regression model through sequential approach / Taeyong Kwon ; Yongho Choi ; Sanghoo Yoon 131

12. A Study on The Average Number of The LLL Bases using Some Techniques of Data Science / Kyunghwan Song ; Yun Am Seo 139

13. Hardware Design of Kalman Filter for Object Tracking / Jonghuy Choi ; Yonghyeok Yoon ; Taekyeong Song ; Sunhee Kim 144

14. Technological Convergence of Artificial Intelligence Across the Industrial Sectors / Dae-hyun Jeong ; O Young Kown ; Eunjin Hwang 147

15. Comparison of AI models to improve the facial emotion recognition rate of Asians / JunHyeong Lee ; KiSangSong 156

16. Updated Grating Intersection Mark Design for Image Based Overlay Measurement / Hyun-Chul Lee ; Hyun-Jin- Chang ; Ho-Sung Woo 158

17. Emotion Extraction Technique from Background Music for Barrier-Free Caption Generation Based on Patchout Spectrogram Transformers / Gil-sang Yoo ; Hyeocheol Kim 160

18. Segmentation of Everyday Conversations Syllables for Dysphagia Diagnosis / Seok-Hyeon Heo ; Ji-Soo Kim 163

19. Recognition Pattern analysis of Convolutional neural network-based classification of cervical intraepithelial neoplasias using Grad-CAM / Jisoo Kim ; Angela Cho 165

20. Visualization of Car Platoon Formation using Clustering of Vehicle Movement Data / Seung-bin Bu ; Sua Kim ; Yeon-Jin Jeong ; Dong-Ho Yang 167

21. Real-time video segmentation performance study for a child accident prevention system / Hyun-Joo Park ; Jun-Tae Kim ; Su-Min Kim ; Yeon-Ah Kim ; Seung Do Jeong 169

22. Autonomous Librarian Robot using OpenCV and ROS / Nohyu Kim ; Sung Mo Cho ; Minsuh. Park ; Dae Jin Park ; Dong W. Park ; D. Jung ; D. Ham ; Yong-Rae Jung 172

23. Study on User Interface Design for Improved Online Distance Learning Interaction / Yeon-Jin Jeong ; Dong-Ho Yang ; Wang-Cheol Song ; Sang-Joon Lee 174

24. An approach to enrich the structure of the Web of Linked Data / Yuri Kim ; Jihee Lee, Seoyeon Oh ; Jihyun Kim ; Jeongin Mok ; Chaerin Noh ; Seongbin Park 177

25. Artificial intelligence-based blood pressure prediction using photoplethysmography signals / Yonghee Lee ; Byoungwook Kim ; Jundong Lee 180

26. Blood pressure prediction based on artificial intelligence learning data / Yonghee Lee ; Byeongsoo Lee ; Jundong Lee 183

27. Deep Dive into Argument Detection: A Survey on Deep Learning Techniques and Applications / Byoungwook Kim ; Yong Wan Ju ; Sangmin Suh ; HwanSeog Kim 186

28. Fundamental Study on Developing an Evaluation Rubric for the MCPS Instructional Model in Liberal Arts Computing Courses for Non-Majors / Hee-Jung Park ; Yong-Ju Jeon 189

29. Designing an Educational Dataset Library for Artificial Intelligence Education / Seul ki Kim ; Yong ju Jeon 192

30. Data Quality Index for Secondary School Students / JaeRi Jeong ; Go HakNeung ; Hyunwoo Moon ; Seong-Won Kim ; Youngjun Lee 196

31. Design of an Automatic Evaluation System for AI Models Based on Jupyter Notebook / HakNeung Go ; HyunWoo Moon ; SooHun Lim ; Youngjun Lee 199

32. Analyzing Artificial Intelligence Literacy of Underprivileged Students / Hyunwoo Moon ; Seong-Won Kim ; Seora Kim ; Youngjun Lee 201

33. Analysis of Difficulties Experienced by Pre-service Teachers in the Lesson Design Process of Artificial Intelligence Convergence Education / Seong-Won Kim ; Eunkyoung Lee 203

34. Development of an Artificial Intelligence Convergence Education Model to Enhance Teaching Expertise for Teachers' / Seong-Won Kim 205

35. Analysis of Computing Curriculum in Singapore for Development of Artificial Intelligence-based Digital Textbook / Seong-Won Kim ; Eunkyoung Lee 207

36. Analysis of Digital-related Keywords in the Standard Copyright Education Textbook / KyeongMin Lee ; JaMee Kim ; WonGyu Lee 209

37. Analysis of Secondary School Teachers' Needs for AI Education Competencies / HyeJi Yang ; JaMee Kim ; WonGyu Lee 211

38. An Analysis of South Korea's Elementary and Middle School Teaching & Learning Platforms / Min-Young Kim ; Yong Kim ; Dae-Hyun Lee 213

39. An Analysis of Quality Assurance Criteria for EdTech Tools Management System / Min-Young Kim ; Ja-Mee Kim ; Dae-Hyun Lee ; Ho-Sung Woo ; Yong Kim 216

40. Design Elements for Facial Recognition-Based Video Lecture System / Seung-Ho Seo ; Min-Young Kim ; Yong Kim 218

Oral Session 4 218

01. Multiple Network Interfaces Control for High-Speed Data Transfer / Dae-Young Kim ; So-Yeon Lee ; Min-Seung Kim 220

02. A Brief Study and Selection of Efficient CNN Model for the Detection of AD / Vyshnavi Ramineni ; Uttam Khatri ; Goo-Rak Kwon 225

03. RMTnet: Recurrence meet Transformer for Alzheimer's disease diagnosis using FDG-PET / Uttam Khatri ; Goo-Rak Kwon 229

04. Automated Left Ventricular Ejection Fraction Determination in Echocardiography Using YOLOv8 and U-Net Models / Dong Ok Kim ; Minsu Chae ; Min-Hyung Choi ; HwaMin Lee 233

05. Generalization Approach for Forward Head Posture Classification Using Deep Learning Models / Byeongsu Kim ; Minsu Chae ; Yeongmin Kim ; Inyong Jeong ; Hwamin Lee 237

06. Genetic Algorithm Optimization of Dynamic Gabor Filters For Enhancing Object Visibility in Challenging Images / Timothy Walter Cuizon ; Hernan Alar ; Don Andre T. Apilado ; Justin Angelo S. Barcos ; John Emmanuel M. Quintal ; John Michael G. Vargs 242

07. Development of a Risk Space Prediction Model Based on CCTV Images Using Deep Learning: Crowd Collapse / Hyesung Jung ; Woongil Park ; Jeonghyeon Chang 249

08. Prediction of Psychological Scale Assessments Score Severity from Voice and Physiological Data During Virtual Reality Therapy in People with Social Anxiety Disorder / Jin-Hyun Park ; Yu-Bin Shin ; Chul-Hyun Cho ; HwaMin Lee 252

Oral Session 5 252

01. A Study on Numerical Approaches to the Muscle Stiffness of zTissue and zAttachment in Ziva VFX / Stellar Choi ; Haeun Jung ; Kyoungmin Lee ; Siheon Joo ; Seonggeon Bae 256

02. Replicating Ford et al.'s investigation on the immune consequences and SARS-CoV-2 antibody's binding affinity using an in silico approach / Cameron Jones ; Hannah Zeru ; Denis Jacob Machado 260

December 29, 2023[내용없음] 17

[뒷표지] 265