Data science lab research

The Data Science Lab at Dong-A University aims to incorporate a knowledge graph into recommender systems. Our goal is to discover potential paths between users and items by exploring dynamic interlinks within an evolving knowledge graph. We apply various recommendation, analytics, and reasoning techniques to real-time processing of data streams and (quasi-)static datasets in areas such as air quality monitoring, smart energy monitoring, location intelligence, retail tech, carbon-aware-computing, massive online open courses, and more.

πŸŽ“ We are currently recruiting master's and Ph.D. students for the 2026 academic year!
πŸ“¬ If you're passionate about data science, knowledge graphs, and real-world applications, feel free to contact us.

πŸŽ“ 2026학년도 학뢀인턴, 석사 및 박사과정 학생을 λͺ¨μ§‘ν•©λ‹ˆλ‹€!
πŸ“¬ 데이터 κ³Όν•™, 지식 κ·Έλž˜ν”„, 싀세계 문제 해결에 관심이 μžˆλ‹€λ©΄ λ¬Έμ˜ν•΄ μ£Όμ„Έμš”.

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2025λ…„ ν•œκ΅­λ©€ν‹°λ―Έλ””μ–΄ν•™νšŒ μΆ”κ³„ν•™μˆ λ°œν‘œλŒ€νšŒ thumbnail
2025λ…„ ν•œκ΅­λ©€ν‹°λ―Έλ””μ–΄ν•™νšŒ μΆ”κ³„ν•™μˆ λ°œν‘œλŒ€νšŒ

2025λ…„ ν•œκ΅­λ©€ν‹°λ―Έλ””μ–΄ν•™νšŒ μΆ”κ³„ν•™μˆ λ°œν‘œλŒ€νšŒμ— μ°Έμ—¬

Newly published
ν•œκ΅­μ–΄ ꡐ윑 μ˜μƒμ—μ„œμ˜ λ©€ν‹°λͺ¨λ‹¬ Co-Attention 기반 Topic Segmentation λͺ¨λΈ 섀계

ν•œκ΅­λ©€ν‹°λ―Έλ””μ–΄ν•™νšŒ μΆ”κ³„λ°œν‘œν•™μˆ λŒ€νšŒ 2025.

Newly published
ν•œκ΅­μ–΄ λ¬Έμ„œλ‘œλΆ€ν„° ν‘œ ꡬ쑰 인식을 μœ„ν•œ Transformer 기반 λͺ¨λΈ 섀계

ν•œκ΅­λ©€ν‹°λ―Έλ””μ–΄ν•™νšŒ μΆ”κ³„λ°œν‘œν•™μˆ λŒ€νšŒ 2025.

Newly published
Newly published
건물 메쉬 λ°μ΄ν„°μ—μ„œμ˜ 효율적 μ™Έν”Ό ꡬ쑰 인식 μ•Œκ³ λ¦¬μ¦˜

ν•œκ΅­λ©€ν‹°λ―Έλ””μ–΄ν•™νšŒ μΆ”κ³„ν•™μˆ λ°œν‘œλŒ€νšŒ 2025.

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CAFTM

IEEE CLOUD 2024

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