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Human-Centered AI Lab

Human-Centered AI Lab

KAIST · School of Digital Humanities and Computational Social Sciences

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Professor

Prof. 이상호

Professor's page · publications

About

KAIST 디지털인문사회과학부 이상호(Sang Ho Lee) 조교수의 연구실로, 정량심리학과 인간 중심 AI를 연구한다. 계산 인지 모델링, 심리학 기반 인공지능, 실험설계 최적화를 중심으로 다양한 계산 모델링·머신러닝 기법을 활용해 인간 행동과 뇌 활동의 개인차를 이해하고자 한다. 오하이오주립대 인지심리학 박사이며 뇌인지과학과 겸직.

Research keywords

Computational Cognitive ModelingPsychology-Based Artificial IntelligenceExperimental Design Optimization

Selected publications

  • Bridging the gap between self-report and behavioral laboratory measures: A real-time driving task with inverse reinforcement learningPsychological Science · 2024
  • Implementation of an online spacing flanker task and evaluation of its test-retest reliability using measures of inhibitory control and the distribution of spatial attentionBehavior Research Methods · 2024
  • Adaptive design optimization as a promising tool for reliable and efficient computational fingerprintingBiological Psychiatry: Cognitive Neuroscience and Neuroimaging · 2023
  • A number-line task with a Bayesian active learning algorithm provides insights into the development of non-symbolic number estimationPsychonomic Bulletin & Review · 2022
  • Individual differences in selective attention reveal the non-monotonicity of visual spatial attention and its association with working memory capacityJournal of Experimental Psychology: General · 2022

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