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전임교수

  • 부교수 빅데이터처리&자연어처리&인공지능
  • 오하영 홈페이지 바로가기

관심분야

인공지능융합, 디지털치료기기, 추천시스템, 멀티모달 데이터처리

학력

  • 서울대학교 컴퓨터공학과 (Ph.D)

약력/경력

  • 숭실대학교 조교수(2013.09-2016.08), 아주대학교 조교수(2016.09-2020.02), U.C.Berkeley 방문연구원(2010.04-2010.10)

학술지 논문

  • (2026)  What Do We Want to Know from a Chatbot? Identifying Inquiries among Adult Survivors of Childhood and Adolescent Cancer in South Korea.  EUROPEAN JOURNAL OF ONCOLOGY NURSING.  n,  n
  • (2026)  A Pilot Study of a Mindfulness-Based Cognitive Therapy for Internet Gaming Disorder Among College-Aged Students in South Korea.  MINDFULNESS.  n,  n
  • (2026)  GPT-Empowered Question-Answer Dataset for Informative and Empathetic Support for Korean Childhood Cancer Survivors.  EXPERT SYSTEMS WITH APPLICATIONS.  298,  C
  • (2026)  Power Engineering Domain Pretrained Language Model with Natural Language Processing Benchmarks.  COMPUTERS & ELECTRICAL ENGINEERING.  n,  n
  • (2026)  SAGE: Self-Retrieval-Augmented Generative LLM for Emotional Support Conversation in Expert Systems With Applications.  EXPERT SYSTEMS WITH APPLICATIONS.  313,  C
  • (2026)  A framework for Gaming Disorder Detection based on social media data using Large Language Model labeling.  ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE.  165,  A
  • (2026)  Using photovoice to understand experiences of young adults in recovery from substance use disorder in South Korea.  JOURNAL OF ETHNICITY IN SUBSTANCE ABUSE.  n,  n
  • (2026)  Clinically validated depression dataset aligned with DSM-5 criteria for major depressive disorder (MDD).  EXPERT SYSTEMS WITH APPLICATIONS.  296,  C
  • (2025)  Human-AI Collaborative Journaling with POCKET-MIND: A Dual-Prompt Framework for Emotional Exploration and Goal Attainment.  INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION.  n,  n
  • (2025)  Randomised controlled trial of VR-based observation meditation with AI coaching (‘Otti’) for stress reduction in university students in the United States: study protocol.  BMJ OPEN.  15,  10
  • (2025)  Panic Attack Prediction for Patients With Panic Disorder via Machine Learning and Wearable Electrocardiography Monitoring: Model Development and Validation Study.  JOURNAL OF MEDICAL INTERNET RESEARCH.  27,  1
  • (2025)  GREEN: Generative Retrieval-Enhanced Emotional Support Conversations.  SAGE OPEN.  15,  4
  • (2025)  Associations of green space visitation patterns with sociodemographics, health, and perceptions: A cluster analysis using smartphone Wi-Fi and GPS data.  PLOS ONE.  20,  6
  • (2025)  MBCT-Game: An Ironic Way to Treat Internet Gaming Disorder.  JOURNAL OF MEDICAL INTERNET RESEARCH.  27,  1
  • (2024)  Probability-Based Multi-Label Classification Considering Correlation Between Labels— Focusing on DSM-5 Depressive Disorder Diagnostic Criteria.  IEEE ACCESS.  12, 
  • (2024)  게임 과몰입 청소년의 충동성 완화를 위한 생성형 AI 활용 게임 기반 디지털 치료제 구현 방법론.  한국정보통신학회논문지.  28,  4
  • (2024)  디지털휴먼과 예측모델을 이용한 자살방지 디지털 치료제 구현에 관한 연구.  한국정보통신학회논문지.  28,  4
  • (2023)  Dynamic Automated Labeling System for Real-Time User Intention Analysis.  IEEE ACCESS.  11,  1
  • (2023)  Topic Modeling-Based Framework for Extracting Marketing Information From E-Commerce Reviews.  IEEE ACCESS.  11,  1
  • (2023)  Methodology of Labeling According to 9 Criteria of DSM-5.  APPLIED SCIENCES-BASEL.  13,  18

학술회의논문

  • (2026)  PEARL : Profile-based Explainable Agent for Edge LLM Recommendation via Latent Decomposition.  ACM SIGIR Conference on Information Retrieval.  오스트레일리아
  • (2026)  Fine-Tuned LLMs for Flow-Based Intrusion Detection in Smart Agriculture via Semantic Augmentation.  27th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks.  이탈리아
  • (2026)  Table-Aware Group Relative Policy Optimization: Reward Design for Large Vision–Language Models.  Pacific-Asia Conference on Knowledge Discovery and Data Mining.  홍콩
  • (2026)  Explainable Cognitive Task Classification in Pediatric EEG Using CPCC-Based Functional Connectivity Images.  Pacific-Asia Conference on Knowledge Discovery and Data Mining.  홍콩
  • (2026)  BatterySurAD: A Dataset for Anomaly Detection on Pouch-Type Reflective Battery Surfaces with Spatial Zone Annotations.  Pacific-Asia Conference on Knowledge Discovery and Data Mining.  홍콩
  • (2026)  DELTA: Language Diffusion-Based EEG-to-Text Architecture.  IEEE International Conference on Acoustics, Speech, and Signal Processing.  스페인
  • (2026)  MACA: A Multi-Agent Cognitive Adaptation Framework for Human–Agent Collaborative Decision Making.  International World Wide Web Conference.  아랍에미리트
  • (2026)  EEG-Informed Neuroadaptive Language Model for CBT.  ACM SIGAPP Symposium on Applied Computing.  그리스
  • (2026)  GoTCHA: Hierarchical Graph-of-Thoughts for Explainable Cognitive Distortion Classification.  ACM SIGAPP Symposium on Applied Computing.  그리스
  • (2026)  HERA: Hybrid Emotion Recognition Model for Alexithymia Assessment Using AI and Multimodal Data.  ACM SIGAPP Symposium on Applied Computing.  그리스
  • (2026)  Can LLM Agents Really Simulate Clients in Counseling?.  ACM SIGAPP Symposium on Applied Computing.  그리스
  • (2026)  Multi-Agent LLM Framework for PRECEDE-PROCEED Aligned Behavior Change Intervention Design.  ACM SIGAPP Symposium on Applied Computing.  그리스
  • (2026)  MerFT: A Framework for Social Conflict Meme Exploration via Multimodal Retrieval-Augmented Fine-tuning.  ACM International Conference on Web Search and Data Mining.  미국
  • (2026)  Does Mindfulness-Based Cognitive Therapy Reduce Gaming Disorder Among College Students?.  SSWR 2026.  미국
  • (2026)  Utilizing Photovoice to Explore the Lived Experiences and Impacts of Internet Gaming Addiction among Young Adults in South Korea.  SSWR 2026.  미국
  • (2025)  Biosensing-Driven Cognitive Augmentation: Real-Time Mind Wandering Detection and Robot Intervention.  ACM International Joint Conference on Pervasive and Ubiquitous Computing.  핀란드
  • (2025)  MindfulBreath: Every Breath You Take, Every Mind You Wake.  ACM International Joint Conference on Pervasive and Ubiquitous Computing.  핀란드
  • (2025)  POCKET-MIND: Personalized LLM-based Journaling to Support Emotional Awareness and Goal Pursuit.  ACM International Joint Conference on Pervasive and Ubiquitous Computing.  핀란드
  • (2025)  Persona Drift for Adaptive Flow in Stage-Aware CBT Chatbots.  ACM International Joint Conference on Pervasive and Ubiquitous Computing.  핀란드
  • (2025)  SHIFT:LLM-powered If-Then feedback tracker for short-form video self-regulation.  ACM Symposium on User Interface Software and Technology.  대한민국