LLM-Driven Learning Analytics Dashboard for Teachers in EFL Writing Education
Authors: Minsun Kim, SeonGyeom Kim, Suyoun Lee, Yoosang Yoon, Junho Myung, Haneul Yoo, Hyungseung Lim, Jieun Han, Yoonsu Kim, So-Yeon Ahn, Juho Kim, Alice Oh...
LLM-Driven Learning Analytics Dashboard for Teachers in EFL Writing Education
Authors: Minsun Kim, SeonGyeom Kim, Suyoun Lee, Yoosang Yoon, Junho Myung, Haneul Yoo, Hyungseung Lim, Jieun Han, Yoonsu Kim, So-Yeon Ahn, Juho Kim, Alice Oh, Hwajung Hong, Tak Yeon Lee
Journal: EMNLP 2024 Workshop, CustomNLP4U
Abstract: This paper presents the development of a dashboard designed specifically for teachers in English as a Foreign Language (EFL) writing education. Leveraging LLMs, the dashboard facilitates the analysis of student interactions with an essay writing system, which integrates ChatGPT for real-time feedback. The dashboard aids teachers in monitoring student behavior, identifying noneducational interaction with ChatGPT, and aligning instructional strategies with learning objectives. By combining insights from NLP and Human-Computer Interaction (HCI), this study demonstrates how a human-centered approach can enhance the effectiveness of teacher dashboards, particularly in ChatGPT-integrated learning.
Link: Read the full paper
Keywords: Human-Computer interaction, Learning Analytics, Education, LLM, AI
2024
Master Defense
I did master defence and successfully confirmed by our committee. Thank you so much for our lab members and my professor.
Designing Prompt Analytics Dashboards to Analyze Student-ChatGPT Interactions in EFL Writing
Authors: Minsun Kim, SeonGyeom Kim, Suyoun Lee, Yoosang Yoon, Junho Myung, Haneul Yoo, Hyungseung Lim, Jieun Han, Yoonsu Kim, So-Yeon Ahn, Juho Kim, Alice Oh...
Exploring Student-ChatGPT Dialogue in EFL Writing Education
Authors: Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Tak Yeon Lee, So-Yeon Ahn, Alice Oh
2023
Master Thesis Proposal!
I successfully finished thesis proposal.
GenAI+Edu Workshop with Elice
I participated ELICE X KAIST Workshop. Elice is the top digital education company in Korea. Our team, Generative AI+Education supported by Elice.
Participatory Workshop: How to Enhance English Learning Experience with Conversational AI
This study examines the role of CAI in English learning, focusing on learner motivations of studying, challenges through participatory workshops with six Kor...
Diary Study: Assessing and Addressing Disruptions in Users’ Daily Routine When Using Hearable Devices
This study employs a diary study approach to investigate the disruptions experienced by HD users.
Patent: DEVICE FOR DETERMINING TYPE OF MEASUREMENT OBJECT
I successfully filed a patent for a device I developed during my internship.
RECIPE: How to Integrate ChatGPT into EFL Writing Education
Authors: Jieun Han, Haneul Yoo, Yoonsu Kim, Junho Myung, Minsun Kim, Hyunseung Lim, Juho Kim, Tak Yeon Lee, Hwajung Hong, So-Yeon Ahn, Alice Oh
Participatory Design: Simultaneous Participatory Design with AI Based Prompt Prototyping
This study introduces ACCoDesign, an innovative approach to participatory design, that is accelerated by AI-generated text-based prototypes.
iF Design Award Winner!
It is honer to get a iF design award! Thank you for our team.
Cultural Probe: Eating cultures of the people who doesn’t have a kitchen
Read Full Result: Link
Ethongraphy: Finding user’s needs about supplementary drawing tools embedded in iPad
Read Full Result: Link
FGI: Designing a Drawing Helper for Hobbyists
This project is to explore what kind of experiences the hobbyists faces during the creativity process both online and offline.