X+AI | 서울대학교AI연구원(AIIS)

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RESEARCH

X+AI

AIIS (Artificial Intelligence Institute at Seoul National University) is an intercollegiate research institute
committed to integrating and supporting AI-related research. As a hub of AI research both in Core AI
and X+AI areas, researchers of diverse disciplines collaborate through AIIS.

Humanities/Social Sciences

Cha, Jiwook Department of Psychology

  • Research Lab SNU Connectome Lab
  • Research Area (Core AI)Learning & Reasoning, Brain & Mind
  • Research Area (X+AI)Neuroscience, Bio, Humanities/Social Sciences, Medicine,Brain

대표논문

"The sexual brain, genes, and cognition: A machine-predicted brain sex score explains individual differences in cognitive intelligence and genetic influence in young children." Human Brain Mapping
"Association of Genome-wide Polygenic Scores for Multiple Psychiatric and Common Traits Identify Preadolescent Youth with Risk for Suicide." JAMA Network Open
"Maturity of gray matter structures and white matter connectomes, and their relationship with psychiatric symptoms in youth." Human Brain Mapping
"Machine learning prediction of incidence of Alzheimer’s disease using large-scale administrative health data." NPJ Digital Medicine
"Diagnosis and prognosis of Alzheimer's disease using brain morphometry and white matter connectomes." Neuroimage-Clinical
"Associations between brain structure and connectivity in infants and exposure to selective serotonin reuptake inhibitors during pregnancy. " JAMA pediatrics
"The Effects of Obstructive Sleep Apnea Syndrome on the Dentate Gyrus and Learning and Memory in Children.'" The Journal of Neuroscience
"Clinically anxious individuals show disrupted feedback between inferior frontal gyrus and prefrontal-limbic control circuit."  Journal of Neuroscience
"Neural correlates of aggression in medication-naive children with ADHD: multivariate analysis of morphometry and tractography."  Neuropsychopharmacology
"Hyper-reactive human ventral tegmental area and aberrant mesocorticolimbic connectivity in overgeneralization of fear in generalized anxiety disorder."  Journal of Neuroscience
"Circuit-wide structural and functional measures predict ventromedial prefrontal cortex fear generalization: implications for generalized anxiety disorder."  Journal of Neuroscience

이권상 Department of Statistics

  • Research Lab 인과추론연구실 (Causal Inference Lab.)
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Medicine

대표논문

Fogarty, C. B., Lee, K., Kelz, R. R., and Keele, L. (2021) Biased encouragements and heterogeneous effects in an instrumental variable study of emergency general surgical outcomes. Journal of the American Statistical Association.

Lee, K., Small, D. S., and Dominici, F. (2021) Discovering heterogeneous exposure effects using randomization inference in air pollution studies. Journal of the American Statistical Association.

Lee, K., and Small, D. S. (2019). Estimating the malaria attributable fever fraction accounting for parasites being killed by fever and measurement error. Journal of the American Statistical Association.

Lee, K., Lorch S. A., and Small, D. S. (2019). Sensitivity analyses for average treatment effect when outcome is censored by death in instrumental variable models. Statistics in Medicine.

Lee, K., Small, D. S., and Rosenbaum, P. R. (2018). A powerful approach to the study of moderate effect modification in observational studies. Biometrics. (Statistics in Epidemiology (SIE) Young Investigator Award)

Lee, K., Small, D. S., Hsu, J. Y., Silver, J. H. and Rosenbaum, P. R. (2018). Discovering effect modification in an observational study of surgical mortality at hospitals with superior nursing. Journal of the Royal Statistical Society, Series A.

Park, Kiwan Department of Business Administration

  • Research Lab Strategic Brand Management, Consumer Behavior, Consumer Insight
  • Research Area (Core AI)Learning & Reasoning, Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Arts, Humanities/Social Sciences, Commerce

대표논문

Kim, Hakkyun, Kyoungmi Lee, and Kiwan Park (2015), “Balancing Out Feelings of Risk by Playing It Safe: The Effect of Social Networking on Subsequent Risk Judgment,” Organizational Behavior and Human Decision Processes, 131(November), 121-131.
Kim, Hakkyun, Kiwan Park, and Norbert Schwarz (2010), “Will This Trip Really Be Exciting? The Role of Incidental Emotions in Product Evaluation,” Journal of Consumer Research, 36 (April), 983-991.
Priester, Joseph R., Richard E. Petty, and Kiwan Park (2007), “Whence Univalent Ambivalence? From the Anticipation of Conflicting Reactions,” Journal of Consumer Research, 34(June), 11-21.
4차산업 혁명 시대의 서비스 사용 촉진 및 저해 요인에 대한 분석, 한국연구재단 중견연자지원(2019S1A5A2A01050564), 2019.07-2022.06, 연구책임자

Chung, Minhwa Department of Linguistics

  • Research Lab 음성언어처리연구실
  • Research Area (Core AI)Language & Cognition
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

Seung Hee Yang, Minhwa Chung (2019). Self-imitating Feedback Generation Using GAN for Computer-Assisted Pronunciation Training. Proceedings of INTERSPEECH 2019, 1881-1885.
Hyejin Hong, Sunhee Kim, Minhwa Chung (2014). A corpus-based analysis of English segments produced by Korean learners. Journal of Phonetics, 46, 52-67.
Sunhee Kim, Yumi Hwang, Daejin Shin, Chang-Yeal Yang, Seung-Yeun Lee, Jin Kim, Byunggoo Kong, Jio Chung, Namhyun Cho, Ji-Hwan Kim, Minhwa Chung (2013). VUI development for Korean people with dysarthria. Journal of Assistive Technology (JAT), 7(3), 188-200.
Minsu Na, Minhwa Chung (2016). Optimizing Vocabulary Modeling for Dysarthric Speech Recognition. Proceedings of ICCHP 2016, 507-510.
Seung Hee Yang, Minhwa Chung (2017). ​Characterization Of Phonetic And Phonological Error Patterns Of Korean Produced By Chinese Learners. Proceedings of Oriental COCOSDA, 405-410.
119 구급 신고 정보 표준화 및 자료 활용 방안 연구, 산업통상자원부, 2019.10~2022.06
외국인을 위한 음성언어처리 기술 기반의 한국어 말하기 교육 소프트웨어 개발, 한국연구재단,  2015.11~2018.10
발성 장애인을 위한 개인 맞춤형 내장형 명령어 인식기 개발, 지식경제부, 2010.06~2014.05

Chung, Wankyo Department of Public Health Sciences

  • Research Lab Economic Evaluation of Health Care Programs, Equity in Health and Health Care
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Medicine

대표논문

Lim, Yong Department of Law

  • Research Lab Economic Law
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Commerce, Competition Policy

대표논문

인공지능과 시장경쟁: 데이터에 대한 규율을 중심으로 한국경제포럼  공동(Book Chapter)  201910
Tech Wars: Return of the Conglomerate - Throwback or Dawn of a New Series for Competition in the Digital Era? Journal of Korean Law  단독  202002
경쟁자의 비용 증대를 통한 배제 전략의 경쟁법적 고찰 서울법학 서울시립대 법학연구소 단독  201902

Heo, Seongwook Department of Law

  • Research Lab Administrative Law/Environmental Law/Energy Law/Law and Economics/Privacy Law
  • Research Area (Core AI)AI Platform, Data Intelligence, AI Law & Ethics
  • Research Area (X+AI)Arts, Humanities/Social Sciences, Energy

대표논문

한국에서 빅데이터를 둘러싼 법적 쟁점과 제도적 과제 경제규제와 법 서울대학교 법학연구소 단독  20141
스마트그리드와 개인정보보호 법정책 개인정보보호의 법과 정책 박영사 단독  201405
공법이론과 공공정책 (II) - 공공선택이론 관점에서 본 행정재판의 역할 - 공법연구 한국공법학회 단독  201812

Seo, Jinwook Department of Computer Science and Engineering

  • Research Lab Human-Computer Interaction Laboratory
  • Research Area (Core AI)Vision & Perception, Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Medicine, Manufacturing

대표논문

Jaemin Jo and Jinwook Seo, "Disentangled Representation of Data Distributions in Scatterplots," 2019 IEEE Visualization Conference (VIS), Vancouver, BC, Canada, 2019, pp. 136-140.
Daekyoung Jung, Wonjae Kim, Hyunjoo Song, Jeong-in Hwang, Bongshin Lee, Bohyoung Kim, and Jinwook Seo, ChartSense: Interactive Data Extraction from Chart Images, In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '17), pp. 6706-6717, 2017.

Lee, Jaemin Department of Law

  • Research Lab International Law
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Commerce

대표논문

Subsidies for Illegal Activities? - Reframing IUU Fishing from the Law Enforcement Perspective JOURNAL OF INTERNATIONAL ECONOMIC LAW  단독  201906
Two bites at the same apple? ‘derivative’ ISDS proceedings in the revised Korea-US FTA JOURNAL OF EAST ASIA AND INTERNATIONAL LAW  단독  201903
TRADE AGREEMENTS' NEW FRONTIER-REGULATION OF STATE-OWNED ENTERPRISES AND OUTSTANDING SYSTEMIC CHALLENGES ASIAN JOURNAL OF WTO & INTERNATIONAL HEALTH LAW AND POLICY  단독  201903

Jou, Kyung-Chul Department of Western History

  • Research Lab Modern Western History, Maritime History
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

주요 논문
「해적과 밀수: 아시아와 세계가 만나는 다른 길」, 『명청사연구』, 48 (2017), 1-28.
「대서양 세계의 형성과 '서구의 흥기'」, 『역사학보』, 232 (2016), 1-29.
「민중 마술에서 마녀로: 요하네스 니더의 《개미나라》를 중심으로」, 『서양사연구』, 53 (2015), 229-260.
「《말레우스 말레피카룸》의 악마와 마녀, 마술 개념」,  『서양사연구』, 51 (2014), 215-245.
「마녀 개념의 형성 연구: 《캐논 에피스코피》에서 《말레우스 말레피카룸》까지 」, 『서양사연구』, 48 (2013), 149-185.
「예수회의 북아메리카 전도와 문명간 교류: "예수회 보고서(Jesuit Relations)"를 토대로」, 『서양사연구』, 44 (2011), 1-39.
「콜럼버스의 심성 구조와 해로의 개척: 콜럼버스의 1차 항해를 중심으로」, 『대구사학』, 100 (2010), 413-434.
「스탈 부인과 유럽의 발견」, 『역사학연구』, 33 (2009), 293-318.
「다문화주의에서 "문화전쟁으로 - 네덜란드 이주민 통합 문제」, 『이화사학연구』, 35 (2007), 59-82.
「영화와 집단기억의 재구성: 큐브릭의 전쟁영화를 중심으로」, 『인문논총』, 56 (2006), 1-30.
「네덜란드 동인도회사와 아시아 교역: 세계화의 초기 단계」, 『미국학』, 28 (2005), 1-32.
「영화를 위한 변명 ― 역사와 영화의 관계에 대한 탐색」, 『프랑스사연구』, 2 (1999), 129-145.
「프랑스의 고문서보관소 제도」, 『역사비평』, 36 (1997), 100-107.
「근대 초 서구 상인들의 동구 진출 : 동프로이센의 네덜란드 상인을 중심으로」, 『서양사론』, 53 (1997), 37-58.
「17세기 네덜란드의 국제무역상인 : 얀 얀센 코르버(Jan Jansen Corver)과 한스 반 되른(Hans van Deurn)」, 『경제사학』, 17:1 (1993), 105-151.
 
저서
『18세기 도시 : 교류의 시작과 장소의 역사』, 정병설 외 공저 (파주: 문학동네, 2018).
『그해, 역사가 바뀌다: 세계사에 새겨진 인류의 결정적 변곡점』 (파주: 21세기북스, 2017).
『도시는 기억이다: 공공기념물로 본 서양 도시의 역사와 문화』, 주경철 외 공저 (파주: 서해문집, 2017).
『마녀 : 서구 문명은 왜 마녀를 필요로 했는가』 (서울: 생각의힘, 2016).
『크리스토퍼 콜럼버스, 종말론적 신비주의자』(서울: 서울대학교 출판문화원, 2014).
『근대 유럽의 형성: 16-18세기』, 이영림·주경철·최갑수 공저 (서울: 까치글방, 2011).
『문명과 바다』 (서울: 산처럼, 2009).
『대항해시대: 해상 팽창과 근대 세계의 형성』 (서울: 서울대학교출판부, 2008).
『(신화에서 역사로) 신데렐라 천년의 여행』 (서울: 산처럼, 2005).
『네덜란드: 튤립의 땅, 모든 자유가 당당한 나라』 (서울: 산처럼, 2003).
『테이레시아스의 역사: 서울대 주경철 교수의 역사읽기』 (서울: 산처럼, 2002).
『역사의 기억, 역사의 상상』 (서울: 문학과지성사, 2000).

역서
페르낭 브로델, 『지중해: 펠리페 2세 시대의 지중해 세계』, 주경철 외 공역, 총3권 (서울: 까치글방, 2017).
스티븐 솔로몬, 『물의 세계사: 부와 권력을 향한 인류 문명의 투쟁』, 주경철·안민석 공역 (서울: 민음사).
조이스 애플비, 『가차없는 자본주의: 파괴와 혁신의 역사』, 주경철·안민석 공역 (서울: 까치글방, 2012).
토마스 모어, 『유토피아』 (서울, 을유문화사, 2007).
찰스 P. 킨들버거, 『경제 강대국 흥망사 1500-1990』  (서울: 까치, 2004).
엠마뉘엘 토드, 『제국의 몰락: 미국 체제의 해체와 세계의 재편』 (서울: 까치, 2003).
맛시모 몬타나리, 『유럽의 음식문화』 (서울: 새물결, 2001).
마르크 페로, 『역사와 영화』 (서울: 까치, 1999)
페르낭 브로델, 『물질문명과 자본주의』, 총6권 (서울: 까치, 1995).

Hong, Sungook Department of Biological Sciences

  • Research Lab Science History Lab
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Arts, Humanities/Social Sciences, Manufacturing

대표논문

<포스트휴먼 오디세이>
"인공지능은 인간을 차별하는가?"
<크로스 사이언스>
<미래는 오지 않는다>
<홍성욱의 과학 에세이>
인공지능: 과학, 역사, 철학
인공지능의 윤리적, 법적, 사회적 문제들
인공지능과 차별

Lee, Chul-Joo Department of Communication

  • Research Lab Health Communication, Science Communication, Network Science and Community
  • Research Area (Core AI)Language & Cognition, AI Law & Ethics, Text Mining
  • Research Area (X+AI)Humanities/Social Sciences, Medicine, Media + AI

대표논문

Chul-joo Lee, Kwanho Kim, & Bee-ah Kang (2019). A moderated mediation model of the relationship between media, social capital, and cancer knowledge. Health Communication. 34, 577-588. [Lead Paper]
Chul-joo Lee & Dongyoung Sohn (2016). Mapping the social capital research in communication: A bibliometric analysis. Journalism & Mass Communication Quarterly, 93(4), 728-749. [Lead Paper]
Chul-joo Lee & Jennifer Kam (2015). Why does social capital matter in health communication campaigns? Communication Research, 42(4), 459-481. [Lead Paper]
Andy Tan, Chul-joo Lee, & Jiyoung Chae (2015). Exposure to health (mis)information: Lagged effects on young adults’ health behaviors and potential pathways. Journal of Communication, 65(4), 674-698.
Chul-joo Lee (2014). The role of social capital in health communication campaigns: The case of the National Youth Anti-Drug Media Campaign. Communication Research, 41(2), 208-235.

Heo, Eunnyeong Department of Energy Resources Engineering

  • Research Lab Energy and Resource Economics
  • Research Area (Core AI)AI Law & Ethics, Economic Valuation
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Energy

대표논문

『우리의 지속가능한 에너지』 (2017) 임현묵 외, 유네스코한국위원회
『리더들이 꼭 알아야 할 에너지기술』 (2015) 차동형 외, 지오북
에너지 클라우드 기술의 가치평가시스템 구축, 한국연구재단 원천기술개발사업, 2019.06~2020.12

Woo, Jisook Department of Public Administration

  • Research Lab Media Policy, Media Law, Broadcasting Law, Internet Regulation, Policy Communication
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, Media

대표논문

Copyright Law and Computer Programs: The Role of Communication in Legal Structure, (New York: Garland Publishing, 2000)
국가운영시스템 과제와 전략 (나남, 2008) 공저)
언론과 법의 지배 (박영사, 2007) (공저)

Choi, Syngjoo Department of Economics

  • Research Lab Behavioral Economics
  • Research Area (Core AI)Human-AI Interaction, AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Finance

대표논문

The Role of Education Interventions in Improving Economic Rationality (with Hyuncheol Bryant Kim, Booyuel Kim, and Cristian Pop-Eleches). Science, 362(6410), 83-86. 2018.
Who Is (More) Rational? (with Shachar Kariv, Wieland Müller and Dan Silverman). American Economic Review, 105(6), 1518-1550. 2014.
Consistency and Heterogeneity of Individual Behavior under Uncertainty (with Raymond Fisman, Douglas Gale and Shachar Kariv). American Economic Review, 97(5), 1921-1938. 2007.
Trading in Networks: Theory and Experiment (with Andrea Galeotti and Sanjeev Goyal). Journal of the European Economic Association, 15(4), 784-817. 2017.
Estimating Ambiguity Aversion in a Portfolio Choice Experiment (with David Ahn, Douglas Gale, and Shachar Kariv). Quantitative Economics, 5(2), 195-223. 2014.

Oh, Songjoo Department of Psychology

  • Research Lab 심리학과 지각 실험실
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Robotics & Action, Human-AI Interaction
  • Research Area (X+AI)Bio, Arts, Humanities/Social Sciences, Brain

대표논문

Kwon, D., & Oh, S. (2019). The number of letters in number words influences the response time in numerical comparison tasks: Evidence using Korean number words. Attention, Perception, & Psychophysics, 81(8), 2612-2618.
Ryu, D., & Oh, S. (2018). The effect of good continuation on the contact order judgment of causal events. Journal of Vision, 18(11), 5-5.
Lee, H., & Oh, S. (2016). How directional change in reading/writing habits relates to directional change in displayed pictures. Laterality: Asymmetries of Body, Brain and Cognition, 21(1), 1-11.
Oh, S. (2013). Eyes can switch finger stroke. Perception, 42(6), 681–684.
Oh S. (2011). The eyeglass reversal. Attention, Perception & Psychophysics. 73, 1336-1343.
Baby mind: 아기 모사형 인공지능 개발
서울대학교 얼굴 데이터베이스 구축
미술감상에서 감상자 자세

Kim, Jun B. Department of Business Administration

  • Research Lab Marketing Management, Digital Marketing, Data-Driven Marketing
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, Business/Marketing/Management

대표논문

im, Paulo Albuquerque, and Bart J. Bronnenberg (2017), “The Probit Choice Model under Sequential Search with an Application to Online Retailing,” Management Science, 63(11), 3911-3929.
Bronnenberg, Bart. J., Jun B. Kim, and Carl F. Mela (2016). “Zooming in on Choice: How do Consumers Search for Cameras Online?” Marketing Science, 35(5), 693-712.
Jiao Xu, Chris Forman, Jun B. Kim, and Koert Van Ittersum (2014), “News Media Platforms: Complements or Substitutes? The Case of Mobile News,” Journal of Marketing, 78:4 (July), 97-112
Jun B. Kim, Paulo Albuquerque, and Bart J. Bronnenberg (2011), “Modeling Online Consumer Search,” Journal of Marketing Research, 48:1 (February), 13-27

Min, Kyoung-Bok Department of Medicine

  • Research Lab Preventive Medicine
  • Research Area (Core AI)Language & Cognition, Data Intelligence, Data Mining
  • Research Area (X+AI)Humanities/Social Sciences, Medicine, Environmental Health

대표논문

Min JY, Song SH, Kim H, Min KB. Mining Hidden Knowledge About Illegal Compensation for Occupational Injury: Topic Model Approach. JMIR Med Inform. 2019;7(3):e14763.
Kim HJ, Min JY, Min KB. Successful Aging and Mortality Risk: The Korean Longitudinal Study of Aging (2006-2014). J Am Med Dir Assoc. 2019;20(8):1013-1020.
Min JY, Min KB. Cumulative exposure to nighttime environmental noise and the incidence of peptic ulcer. Environ Int. 2018;121(Pt2):1172-1178
Min JY, Kim HJ, Yoon C, Lee K, Yeo M, Min KB. Tuberculosis infection via the emergency department among inpatients in South Korea: a propensity score matched analysis of the National Inpatient Sample. J Hosp Infect. 2018;100(1):92-98.
Min JY, Min KB. Exposure to ambient PM10 and NO2 and the incidence of attention-deficit hyperactivity disorder in childhood. Environ Int. 2017;99:221-227.
모바일 헬스 기반 미세먼지 노출에 의한 이상징후 예측 및 질환 발생 기전 연구: Life log data 구축과 머신러닝 분석 기법 활용(한국연구재단, 과학기술정보통신부, 2019.3-2022.2)
취약계층 맞춤형 한파피해 위험 진단기술 개발(국립재난안전연구원, 행정안전부, 2019.6-2020.1)

Ahn, Woo-Young Department of Psychology

  • Research Lab Computational Clinical Science Laboratory
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition, Data Intelligence, Computational neuroscience
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Brain

대표논문

Ahn, W.-Y., Kishida, K. T., Gu, X., Lohrenz, T., Harvey, A. H., Alford, J. R., Smith, K. B., Yaffe, G., Hibbing, J. R., Dayan, P., & Montague, P. R. (2014) Nonpolitical images evoke neural predictors of political ideology. Current Biology, 24, 1-7.
Ahn, W.-Y., Haines, N., & Zhang, L. (2017) Revealing neuro-computational mechanisms of reinforcement learning and decision-making with the hBayesDM package. Computational Psychiatry, 1:1.
Ahn, W.-Y. & Vassileva, J. (2016) Machine learning identifies substance-specific behavioral markers for heroin and amphetamine dependence. Drug and Alcohol Dependence, 161, 247-257.
Aylward, J., Valton, V., Ahn, W. Y., Bond, R. L., Dayan, P., Roiser, J. P., & Robinson, O. J. (2019). Altered learning under uncertainty in unmedicated mood and anxiety disorders. Nature Human Behaviour, 3(10), 1116-1123.
Yang, J., Pitt, M. A., Ahn, W. Y., & Myung, J. I. (in press) ADOpy: A Python Package for Adaptive Design Optimization. Behavior Research Methods.
  기계학습을 이용한 빠르고 높은 신뢰도의 멀티모달 금연 표지 개발, 한국연구재단 (연구책임자), 2017-2022년
작업기억-의사결정 상호작용의 뇌신경망에 관한 통합적 연구, 한국연구재단 (공동연구자), 2018-2020년
뇌영상기법과 기계학습을 이용한 비정상적 의사결정의 신경계산학적 기전 연구, 서울대학교 창의선도 신진 연구자 지원사업 (연구책임자), 2019-2022년

Kho, Bong-Chan Department of Business Administration

  • Research Lab Investments, Asset Pricing, Corporate Finance, and Derivatives
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Commerce

대표논문

한국거래소의 초단위 거래자료 빅데이터를 분석하여 외환위기 당시 외국인 투자자의 영향을 자세히 분석한 논문을 재무금융 분야 세계 톱저널인 Journal of Financial Economics (Vol. 54, No. 2, 1999)에 게재함으로써, 한국거래소 거래자료 이터를 분석한 최초의 논문으로서 한국거래소를 전세계에 널리 알리는 쾌거를 이루었음.
전세계 주식수익률 빅데이터를 분석하여 각국 주식수익률 결정의 공통적인 팩터와 전세계의 공통적인 팩터가 어떻게 다른지를 분석하여 자산가격결정 분야에서 팩터모형의 새로운 연구방향을 제시하는 기여를 하였으며, 해당 논문은  재무금융 분야 세계 톱저널인 Review of Financial Studies (Vol. 24, No. 8, 2011)에 게재하였음.
과제명: 극단적 주식수익률의 반전현상과 복권성향의 투자행태에 관한 연구
연구비 지원기관: 한국연구재단 일반공동연구
연구수행 기간: 2014.12.01~2015.11.30
과제명: Do Domestic Investors Have an Edge? The Trading Experience of Foreign Investors in Korea
연구비 지원기관: 한국학술진흥재단 국제협동연구(우수연구성과 사례로 사후 선정됨)
연구수행 기간: 2004.12.01~2005.11.30

Park, Dong Yeol Department of French Language Education

  • Research Lab Teaching French as a foreign language
  • Research Area (Core AI)Language & Cognition
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

Chang, Woojin Department of Industrial Engineering

  • Research Lab Financial Risk Engineering Lab
  • Research Area (Core AI)Data Intelligence, FinTech Application
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Manufacturing

대표논문

Lee, Youngki Department of Computer Science and Engineering

  • Research Lab Human-Centered Computing Systems Lab
  • Research Area (Core AI)AI Platform, Human-AI Interaction
  • Research Area (X+AI)Humanities/Social Sciences, Commerce, Healthcare, Education

대표논문

Hong, Jae-Hee Department of Food and Nutrition

  • Research Lab Sensory Science
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, sensory science, flavor perception, liking

대표논문

Hong, Jin-Ho Department of German Language and Literature

  • Research Lab German literature of Naturalism, German performingart
  • Research Area (Core AI)Language & Cognition
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

19세기 말부터 20세기 초의 독일어권 문학. 새로운 인간관과 세계관을 바탕으로 발달한 자연주의의 혁신적인 문학과 세기전환기의 독특한 문화적 흐름 속에서 형성된 다양한 문학적 양상이 주요 관심 분야이다. 특히 게르하르트 하우프트만, 아르노 홀츠, 에두아르트 폰 카이절링, 아르투어 슈니츨러 등의 작가들을 주요 연구대상으로 삼고 있다. 더불어 19세기 말부터 20세기 초반에 독일어권에서 발달한 환상문학(프란츠 카프카, 구스타프 마이링크, 알프레드 쿠빈 등)과 이를 분석하고 이해하기 위한 이론적 연구에도 관심을 기울이고 있으며, 독일 공연예술과 공연예술 이론에 대한 연구도 진행하고 있다.

Kim, Ki-Hyeon Department of Philosophy

  • Research Lab Contemporary epistemology, philosophy of mind
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

Suh, Kyo Department of International Agricultural Technology

  • Research Lab Green Resources Engineering Center
  • Research Area (Core AI)AI Platform, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Logistics, agriculture

대표논문

A Comparative Analysis of the Environmental Benefits of Drone-Based Delivery Services in Urban and Rural Areas
Leveraging Socially Networked Mobile ICT Platforms for the Last-Mile Delivery Problem
공간빅데이터 기반의 농산물 스마트 로지스틱스 파일럿 시스템 구축

Kwon, Illoong Department of Public Administration

  • Research Lab Incentive Theory, Performance-Related Pay, Human Resource, Patent and R&D
  • Research Area (Core AI)AI and Labor Force
  • Research Area (X+AI)Humanities/Social Sciences, Government Policy and Regulation

대표논문

"Trust or Distrust: Entrepreneurs vs. Self-Employed" (with Kitae Sohn), Small Business Economics, forthcoming.
"Public-Private Mixed Delivery and Information Effects" (with Sangin Park), Economica, 2018, 85(337), 75-91.
"What Does CEOs' Pay-for-Performance Reveal About Shareholders' Attitude Toward Earnings Overstatements?" (with Katherine Guthrie and Jan Sokolowsky), Journal of Business Ethics, 2017, 146(2), 419-450.
"Job Dissatisfaction of the Self-Employed in Indonesia" (with Kitae Sohn), Small Business Economics, 2017, 49(1), 233-249.
"The Effect of Public Service Motivation and Job Level on Bureaucrats' Preference for Direct Policy Instruments" (with Miyeon Song, Seyoung Cha, Naon Min), Journal of Public Administration Research and Theory, 2017, 27(1), 36-51.
  • Research Lab Biomedical Knowledge Engineering Laboratory
  • Research Area (Core AI)Language & Cognition, AI Platform, Data Intelligence
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Medicine

대표논문

Multi-channel PINN: investigating scalable and transferable neural networks for drug discovery. Journal of Chemical Informatics 11.1 (2019): 46
Cognitive Profiling Related to Cerebral Amyloid Beta Burden Using Machine Learning Approaches. Frontiers in Aging Neuroscience. 10.3389 (2019)
The Disturbance in Dynamic Property in the Reconstructed State Space during Nitrous Oxide Administration. Neuroreport 30.3(2019):162–68
Differential Diagnosis of Jaw Pain using Informatics Technology. Journal of Oral Rehabilitation (2018)
A dynamic and parallel approach for repetitive prime labeling of XML with MapReduce, The Journal of Supercomputing, 73:2 (2017)

Rha, Jo (Jong-Youn) Department of Consumer and Child Studies

  • Research Lab Consumer Information & Retailing Lab.
  • Research Area (Core AI)Human-AI Interaction, Data Intelligence, AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Commerce

대표논문

"Personalization-privacy paradox and consumer conflict with the use of location based commerce", Computers in Human Behavior, 63, 453-462
"Consumer ambivalence towards personlized technology and intention to use mobile commerce: The moderating role of gender", International Journal of Electrononic Commerce Studies, 8(2), 158-179
"온라인트래킹에 대한 소비자 인식과 정책적 시사점",  소비자학연구,  29(2), 171-198
온라인 환경에서 아동에 특화된 개인정보보호 연구, 한국인터넷진흥원, 2019.7-12.
패션이미지의 속성 분석을 통한 Fad Detection,  민간과제, 2019.

Eom, Moonyoung Department of Education

  • Research Lab Educational Administration
  • Research Area (Core AI)Vision & Perception, Human-AI Interaction, AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Finance

대표논문

Lee, Joon Department of Intelligence and Information

  • Research Lab User Experience Lab
  • Research Area (Core AI)Human-AI Interaction, AI Service
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

Impact of an electronic health record-integrated personal health record on patient participation in health care: development and randomized controlled trial of MyHealthKeeper. Journal of medical Internet research(2019)
" My Doctor is Keeping an Eye on Me!" Exploring the Clinical Applicability of a Mobile Food Logger.  2016 CHI.
Prescribing 10,000 steps like aspirin: designing a novel interface for data-driven medical consultations. 2017 CHI.
지능형 Agent 감성 Multi-modal UX 연구.  삼성전자. 2019 1년
공간 특화 HE 인공지능 서비스 발굴. LG전자. 2018 1년
T map Voice UX 사용자 조사 및 가이드라인 수립. SK텔레콤. 2017 1년
  • Research Lab 바이오인텔리전스 랩
  • Research Area (Core AI)Learning & Reasoning,Brain & Mind,Language & Cognition,Language & Cognition
  • Research Area (X+AI)Humanities/Social Sciences,Bio,Brain

대표논문

Answerer in questioner's mind: Information theoretic approach to goal-oriented visual dialog, S.-W. Lee, Y.-J. Heo, B.-T. Zhang, The 32nd Annual Conference on Neural Information Processing Systems (NIPS 2018), (Spotlight)
Bilinear attention networks, J.-H. Kim, J. Jun, B.-T. Zhang, The 32nd Annual Conference on Neural Information Processing Systems (NIPS 2018)
Overcoming catastrophic forgetting by incremental moment matching, S.-W. Lee, J.-H. Kim, J. Jun, J.-W. Ha, and B.-T. Zhang, The 31st Annual Conference on Neural Information Processing Systems (NIPS 2017)
Multimodal residual learning for visual QA, J.-H. Kim, S.-W. Lee, D.-H. Kwak, M.-O. Heo, J. Kim, J.-W. Ha, and B.-T. Zhang, In The 30th Annual Conference on Neural Information Processing Systems (NIPS 2016)

Lee, Eun-Ju Department of Communication

  • Research Lab Computer-Mediated Communication
  • Research Area (Core AI)Human-AI Interaction
  • Research Area (X+AI)Humanities/Social Sciences, Media + AI

대표논문

Lee, E.-J. (2010). What triggers social responses to flattering computers? Tests of anthropomorphism and mindlessness explanations. Communication Research, 37, 191-214.
Lee, E.-J. (2010). The more humanlike, the better? How speech type and users’ cognitive style affect social responses to computers. Computers in Human Behavior, 26, 665-672.
Lee, E.-J. (2009). I like you, but I won’t listen to you: Effects of rationality on affective and behavioral responses to computers that flatter. International Journal of Human-Computer Studies, 67, 628-638.
Lee, E.-J. (2008). Gender stereotyping of computers: Resource depletion or reduced attention? Journal of Communication, 58, 301-320.

Lee, Joonhwan Department of Communication

  • Research Lab Human+Computer Interaction+Design Lab
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition, Human-AI Interaction
  • Research Area (X+AI)Arts, Humanities/Social Sciences, Media + AI

대표논문

Soomin Kim, Jinsu Eun, Changhoon Oh, Bongwon Suh & Joonhwan Lee (2020) Bot in the Bunch: Facilitating Group Chat Discussion by Improving Efficiency and Participation with a Chatbot. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). Association for Computing Machinery, New York, NY, USA, Paper 654, 1-13.
Dongwhan Kim & Joonhwan Lee (2019) Designing an Algorithm-Driven Text Generation System for Personalized and Interactive News Reading, International Journal of Human–Computer Interaction, 35:2, 109-122, DOI: 10.1080/10447318.2018.1437864
Soomin Kim, Joonhwan Lee, and Gahgene Gweon (2019) Comparing Data from Chatbot and Web Surveys: Effects of Platform and Conversational Style on Survey Response Quality. In Proceedings of the 2019 CHI Conference on Human ctors in Computing Systems (CHI ’19). Association for Computing Machinery, New York, NY, USA, Paper 86, 1–12. DOI:https://doi.org/10.1145/3290605.3300316
SoHyun Park, Jeewon Choi, Sungwoo Lee, Changhoon Oh, Changdai Kim, Soohyun La, Joonhwan Lee & Bongwon Suh (2019) Designing a Chatbot for a Brief Motivational Interview on Stress Management: Qualitative Case Study, Journal of medical Internet research 21 (4), e12231, https://www.jmir.org/2019/4/e12231/
Jieun Wee, Sooyeun Jang, Joonhwan Lee & Woncheol Jang (2017) The influence of depression and personality on social networking, Computers in Human Behavior, 74, 45-52, https://doi.org/10.1016/j.chb.2017.04.003
로봇 저널리즘 기반의 방송 뉴스 콘텐츠 제작 기술 개발, 과학기술정보통신부, 2017.4.1 ~ 2019.12.31
성범죄 피해자 진술 지원 시스템 연구, 과학정보기술통신부, 2018/08/01 ~ 2020/12/31

Lim, Chae Young Department of Statistics

  • Research Lab Spatial Statistics Lab
  • Research Area (Core AI)Learning & Reasoning
  • Research Area (X+AI)Humanities/Social Sciences, Brain, Medicine

대표논문

Kim, Hyunseop Department of Philosophy

  • Research Lab Ethics, Political Philosophy, Jurisprudence
  • Research Area (Core AI)Human-AI Interaction, AI Law & Ethics, Autonomous Driving
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

기술적, 의학적, 윤리적, 법적 관점에서 바라본 인공지능의 책임성 (교육부, 2019.7부터 진행중)
자율주행자동차에 대한 융합연구토대마련 (서울대학교, 2016)

Lee, Jongsub Department of Business Administration

  • Research Lab International Corporate Finance, Corporate Governance, Credit Risk
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence, AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Commerce

대표논문

Lee, Dongjin Department of Law

  • Research Lab Civil Law
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Medicine

대표논문

공동근저당의 법리 ― 대법원 2017. 9. 21. 선고 2015다50637 판결 ― 민사법학 한국민사법학회 단독  202012
고령사회에서 의료법의 과제 ― 원격의료, 공동결정, 자원투입제한 ― 서울대 법학 서울대학교 법학연구소 단독  202012
양도금지특약에 반하는 채권양도, 회생절차와 민법 제434조 ― 대법원 2019. 12. 19. 선고 2016다24284 전원합의체 판결 ― 법조 법조협회 단독  202010

Lee, Yuri Department of Textiles

  • Research Lab Fashion Merchandising Lab.
  • Research Area (Core AI)Learning & Reasoning, Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

Park, Soonae Department of Public Administration

  • Research Lab Public Management, Organizational Behavior, Environmental Administration, Policy Evaluation
  • Research Area (Core AI)Human-AI Interaction, Data Intelligence, AI Security
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Energy

대표논문

Public Choice in Transit Organization and Finance: The Structure of Support. Transportation Research Record (SCI) 1669:87-95.
Regional Model of EKC for Air Pollution: Evidence from the Republic of Korea. Energy Policy (SSCI). 39, 2011
The Environmental Effects of the CNG Bus Program on Metropolitan Air Quality in Korea, The Annals of Regional Science (SSCI). 49 (1) 2012
Imperfect Information and Labor Market Bias against Small and Medium-sized Enterprises: A Korean Case, Small Business Economics: An Entrepreneurship Journal (SSCI). 2014. 10
Public Management in Korea: Performance Evaluation and Public Institutions (Ed). Routledge, 2018

Lee, Keun Department of Economics

  • Research Lab Chinese Economy
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, Manufacturing, 기술혁신

대표논문

When an Importer’s Protection of IPR Interacts with an Exporter’s Level of Technology: Comparing the Impacts on the Exports of the North and South (with Wonkyu Shin and Walter G. Park). World Economy. 2015.
Changing Performance of Business Groups over Two Decades: Technological Capabilities and Investment Inefficiency in Korean Chaebols (with Kineung Choo, Keunkwan Ryu and Jungmo Yoon).

Lee, Nam-in Department of Philosophy

  • Research Lab Phenomenology
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

Edmund Husserls Phaenomenologie der Instinkte, Dordrecht/Boston/London: Kluwer Academic Publishers,1993.
『현상학과 해석학』, 서울: 서울대학교 출판부, 2004.
『지각의 현상학. 후설과 메를로-퐁티』, 파주: 한길사, 2013.
『예술본능의 현상학』, 파주: 서광사, 2018.
Experience and Evidence(Husserl Studies 23(2007))

Kwon, Taekyoung Department of Computer Science and Engineering

  • Research Lab Network Convergence & Security Laboratory
  • Research Area (Core AI)Vision & Perception, Data Intelligence, AI Security
  • Research Area (X+AI)Humanities/Social Sciences, Commerce

대표논문

"Magnetic Field based Indoor Localization System: A Crowdsourcing Approach",  International Conference on Indoor Positioning and Indoor Navigation (IPIN 2019), Pisa, Italy, September 2019
"Unveiling a Socio-Economic System in a Virtual World: A Case Study of an MMORPG", World Wide Web Conference (WWW) 2018 (Industry track), Lyon, France, April. 2018.
"Privacy Leakage in Event-based Social Networks: A Meetup Case Study", In Proceedings of ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW`18), Jersey City, United States, November 2018

Chung, Jin Ho Department of Medicine

  • Research Lab Skin aging, Photobiology, Geriatric dermatology, Anti-skin aging, Cosmetology
  • Research Area (Core AI)Learning & Reasoning, AI Platform, Data Intelligence
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Medicine

대표논문

Jung, Sungkyu Department of Statistics

  • Research Lab Statistical Learning Theory Lab.
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Brain, Medicine

대표논문

Sungkyu Jung, Myung Hee Lee and Jeongyoun Ahn (2018). “On the number of principal components in high dimensions,” Biometrika 105(2), 389-402.
Sungkyu Jung, Jeongyoun Ahn, and Yongho Jeon (2019). “Penalized Orthogonal Iteration for Sparse Estimation of Generalized Eigenvalue Problem” Journal of Computational and Graphical Statistics. 28(3) 710-721.
Gen Li and Sungkyu Jung (2017). “Incorporating Covariates into Integrated Factor Analysis of Multi-View Data,” Biometrics 73 (4), 1433-1442.
Byungwon Kim, Stephan Huckemann, Joern Schulz, and Sungkyu Jung (2019). “Small sphere distributions for directional data with application to medical imaging”, Scandinavian Journal of Statistics. 46(4) 1047-1071.

Ko, Kilkon Department of Public Administration

  • Research Lab Quantitative Analysis, Research Methods, Policy Analysis, Decision Making Theory, Chinese Administrative Reform and Corruption
  • Research Area (Core AI)Data Intelligence, Public Data Analytics and Visualization
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

Kilkon Ko (2020), Multivariate Analysis, Munwoo Publisher, forthcoming
Kilkon Ko (2019), Categorical Data Analysis, Munwoo Publisher
Kilkon Ko (2019), Data Analysis and Visualization, Parkyoung Publisher
질문기반 미세먼지 빅데이터분석, 한국환경정책평가원, 2019.3~2019.12.
질문기반 기후변화 빅데이터분석, 한국환경정책평가원, 2020.3~2020.12.
텍스트 분석을 통한 고용정책 프레임 분석, 서울대학교 빅데이터연구소, 2019.1~2019.12

Lee, Sukjae Department of Philosophy

  • Research Lab History of Early Modern Western Philosophy
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

Kim, Cheongtag Department of Psychology

  • Research Lab Quantitative Psychology
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

김청택 (2019). 빅데이터를 이용한 심리학 연구 방법. 한국심리학회지: 일반, 38(4), 519-548. DOI : 10.22257/kjp.2019.12.38.4.519
Noh, Y., Lee, D. D., Yang, K., Kim, C., & Zhang, B. (2015). Molecular Learning with DNA Kernel Machines, Biosystems, 137, 73-83.
Preacher, K. J., Zhang, G., Kim, C., & Mels, G. (2013). Choosing the optimal number of factors in exploratory factor analysis: A model selection perspective. Multivariate Behavioral Research, 48, 28-56.
Suh, Y. , Yu, J., Mo, J, Song, L, & Kim (2017).A Comparison of Oversampling Methods on Imbalanced Topic Classification of Korean News Articles, Journal of Cognitive Science, 18, 391-437.
김청택, 이태헌(2002). 뇌와 인지모형: 잠재의미분석을 사용한 문서분류. 한국심리학회지:실험 및 인지, 14(4), 309-320.

Hyundeuk Cheon 과학학과

  • Research Lab AI ELSI Research Center
  • Research Area (Core AI)AI Law & Ethics,Learning & Reasoning,Human-AI Interaction
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

- E. Machery, C. Y. Olivola, H. Cheon, I. T. Kurniawan, C. Mauro, N. Struchiner, and H. Susianto, (Forthcoming.) “Is Identity Essentialism a Fundamental Feature of Human Cognition?” Cognitive Science.
- 이한슬, 천현득 (2023). 「알고리듬 투명성을 이해하기」, 『과학철학』 26(1): 31-58.
- Cheon, H. (2022). "A new direction for global epistemology", Metascience 31(2), 195-198
- 이한슬, 천현득 (2021). 「인공지능 윤리에서 해명가능성 원리」, 『인문학연구』 35집: 37-63.
- 천현득 (2020). 「지각의 인지적 침투와 관찰의 이론적재성」, 『과학철학』 23(1): 75-107.
- 천현득 (2019). 「인공 반려의 유혹: 인공물과의 교감을 생각한다」, 『과학철학』 22(2): 27-52.
- 천현득 (2019). 「인공지능의 존재론: 이미 도래했으나 아직 실현되지 않은 존재를 사유하기」, 『쓺-문학의 이름으로』 8집: 7-25.
- 천현득 (2019). 「"킬러 로봇"을 넘어: 자율적 군사로봇의 윤리적 문제들」, Trans-Humanities 12(2): 5-31.
- 천현득 (2017). 「인공 지능에서 인공 감정으로: 감정을 가진 기계는 실현가능한가?」, 『철학』 131: 217-243.
- Cheon, H. and E. Machery, (2016). “Scientific Concepts”, Oxford Handbook for the Philosophy of Science (ed. by Paul Humphreys)

Suh, Bongwon Department of Intelligence and Information

  • Research Lab Human-Centered Computing Laboratory
  • Research Area (Core AI)Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Medicine, Finance

대표논문

I lead, you help but only with enough details: Understanding user experience of co-creation with artificial intelligence, CHI 2018
Us vs. them: Understanding artificial intelligence technophobia over the google deepmind challenge match, CHI 2017
Enhancing VAEs for collaborative filtering: flexible priors & gating mechanisms, RecSys 2019
Bot in the Bunch: Facilitating Group Chat Discussion by Improving Efficiency and Participation with a Chatbot, CHI 2020
Understanding User Perception of Automated News Generation System, CHI 2002
심전도 데이터를 활용한 부정맥 진단 알고리즘 모델 공동 개발, LG전자, 2019-11-20 ~ 2020-06-30
AI기반 문자인식(OCR) 알고리즘, 교보생명주식회사, 2019-10-21 ~ 2020-03-20
로봇 저널리즘 기반의 방송 뉴스 콘텐츠 제작 기술 개발, 과기정통부, 2017-04-01 ~ 2019-12-31

Ko, Haksoo Department of Law

  • Research Lab Law and Economics, Data Privacy/Technology Policy/Contract Negotiation
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Medicine, Finance

대표논문

인공지능과 시장경쟁 : 데이터에 대한 규율을 중심으로 한국경제포럼  공동  201910
인공지능과 고용차별의 법경제학, 법경제학연구 한국경제법학회  공동  201904
인공지능과 차별 저스티스 한국법학원 공동  201904

Cho, Hyun-Jae Department of Dentistry

  • Research Lab Preventive Dental Medicine
  • Research Area (Core AI)
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Medicine, Dentistry

대표논문

Multi-channel PINN: investigating scalable and transferable neural networks for drug discovery. Journal of Chemical Informatics 11.1 (2019): 46
Cognitive Profiling Related to Cerebral Amyloid Beta Burden Using Machine Learning Approaches. Frontiers in Aging Neuroscience. 10.3389 (2019)
The Disturbance in Dynamic Property in the Reconstructed State Space during Nitrous Oxide Administration. Neuroreport 30.3(2019):162–68
Differential Diagnosis of Jaw Pain using Informatics Technology. Journal of Oral Rehabilitation (2018)
A dynamic and parallel approach for repetitive prime labeling of XML with MapReduce, The Journal of Supercomputing, 73:2 (2017)
- 과제명: "빅데이터 기반의 신약 탐색 SW 개발"

 - 연구비 지원 기관: 미래창조 과학부

 - 연구 수행 기간: 2017. 04. 01. ~ 2019. 12. 31.
- 과제명: "WiseKB: 빅데이터 이해 기반 자가학습형 지식베이스 및 추론 기술 개발"

 - 연구비 지원 기관: 과학기술정보통신부

 - 연구 수행 기관: 2013. 05.01. ~ 현재

Lee, Sang Won Department of Law

  • Research Lab Criminal Law & Procedure
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

이른바 수사권조정과 형사사법제도 인권과 정의 대한변호사협회 단독  201912
휴리스틱과 검사의 인지편향 형사정책 한국형사정책연구원 단독  201712
The Best Evidence Rule in a Digital Age CURRENT ISSUES IN KOREAN LAW ROBBINS COLLECTION BERKELEY LAW 단독  201408

Yun, Myung Hwan Department of Industrial Engineering

  • Research Lab Center for Human Interface Systems
  • Research Area (Core AI)Human-AI Interaction, Data Intelligence, Autonomous Driving, User Interface User Experience
  • Research Area (X+AI)Humanities/Social Sciences, Human Factors Cognitive Engineering

대표논문

A Systematic Review of a Virtual Reality System from the Perspective of User Experience Yong Min Kim, Ilsun Rhiu, Myung Hwan Yun 2019
International Journal of Human–Computer Interaction 1-18
Mining affective experience for a kansei design study on a recliner Wonjoon Kim, Taehoon Ko, Ilsun Rhiu, Myung Hwan Yun
2019/1/1 Applied ergonomics 74 145-153
Queueing Network Based Driver Model for Varying Levels of Information Processing
Ye Lim Rhie, Ji Hyoun Lim, Myung Hwan Yun 2018/10/31 IEEE Transactions on Human-Machine Systems 49 6 508-517
Classification of children’s sitting postures using machine learning algorithms Yong Min Kim, Youngdoo Son, Wonjoon Kim, Byungki Jin, Myung Hwan Yun
2018/8 Applied Sciences 8 8 1280
Exploring User Experience of Smartphones in Social Media: A Mixed-Method Analysis
Ilsun Rhiu, Myung Hwan Yun 2018/5/14
International Journal of Human–Computer Interaction
AI 를 이용한 스마트 체어 시스템. 산업부/DBK 2017-2019

Kim, Yukoum Department of Physical Education

  • Research Lab Health Behavior & Promotion, Sport Marketing
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition, AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

이상학 Department of Data Science

  • Research Lab Causality Lab
  • Research Area (Core AI)Learning & Reasonin, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Medicine

대표논문

Nested Counterfactual Identification from Arbitrary Surrogate Experiments. Juan Correa, Sanghack Lee, Elias Bareinboim. NeurIPS-21. In Proceedings of the 35th Annual Conference on Neural Information Processing Systems,

Causal Identification with Matrix Equations. Sanghack Lee, Elias Bareinboim. NeurIPS-21. In Proceedings of the 35th Annual Conference on Neural Information Processing Systems

Characterizing Optimal Mixed Policies: Where to Intervene, What to Observe. Sanghack Lee, Elias Bareinboim. NeurIPS-20. In Proceedings of the 34th Annual Conference on Neural Information Processing Systems.

General Identifiability with Arbitrary Surrogate Experiments. Sanghack Lee, Juan Correa, Elias Bareinboim. UAI-19. In Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, 2019.

인과성에 기반한 기계학습 모델 및 알고리즘 개발. 과학기술정보통신부/우수신진연구 2023.04.01 ~ 2028.03.31

Ahn, Hyunkee Department of English Language Education

  • Research Lab Applied English Phonetics
  • Research Area (Core AI)Language & Cognition
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

Kim, Dong-Kyu Department of Civil and Environmental Engineering

  • Research Lab Transportation Planning and Logistics
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence, Autonomous Driving
  • Research Area (X+AI)Humanities/Social Sciences, Logistics, Smart mobility

대표논문

Ham, S., H. Park, E. Kim, S. Kho, and D. Kim. “Investigating the Influential Factors for Practical Application of Multiclass Vehicle Detection for Images from Unmanned Aerial Vehicle Using Deep Learning Models.” Proceedings of the 99th Annual Meeting of the Transportation Research Board, Washington, D. C., U.S.A., January 12-16, 2020.
Kim, E., H. Park, S. Kho, and D. Kim*. (2019.12) “A Hybrid Approach Based on Variational Mode Decomposition for Analyzing and Predicting Urban Travel Speed.” Journal of Advanced Transportation, Vol. 2019, Article ID 3958127. https://doi.org/10.1155/2019/3958127.
Kim, E., H. Park, S. Ham, S. Kho, and D. Kim*. (2019.04) “Extracting Vehicle Trajectories Using Unmanned Aerial Vehicles in Congested Traffic Conditions.” Journal of Advanced Transportation, Vol. 2019, Article ID 9060797. https://doi.org/10.1155/2019/9060797.
Park, H., D. Kim*, and S. Kho. (2018.12) “Bayesian Network for Freeway Traffic State Prediction.” Transportation Research Record: Journal of the Transportation Research Board, Vol. 2672, No. 45, pp. 124-135. DOI: 10.1177/0361198118786824.
영상 기반 딥 생성 모델을 활용한 차로별 미시교통정보 생성, 과학기술정보통신부, 2019.09-2020.08
무인항공기와 루프검지기 기반의 통합차량검지시스템을 이용한 교통혼잡 관리전략 개발, 과학기술정통부, 2016.06-2019.05

Lee, Seong Heon Department of French Language and Literature

  • Research Lab Computational Linguistics
  • Research Area (Core AI)Language & Cognition, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

HONG, Chai-song & LEE, Seong Heon, « Representation of Lexico-Syntactic Information for the Description of Predicate Nouns in the Sejong Electronic Dictionary », Korean and/or Corpus Linguistics, 경진문화사, 2003.
이성헌, 「전자사전 구축과 의미부류 - 세종 명사 의미부류 체계의 예」, 『한국사전학』, 한국사전학회, 2005.
이성헌, 임홍빈, 홍재성, 「다국어 연어 대조 연구를 위한 DB 구축과 의미부류의 활용- 한-불 대조를 중심으로」, 『프랑스어문교육』, 한국프랑스어문교육학회, 2009.
LEE, Seong Heon, Le dictionnaire

임도빈 Department of Public Administration

  • Research Lab
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

저서
임도빈. (2021). 더 좋은 나라, 이렇게 하면 어떨까?:한국 사회가 묻고, 임도빈이 답하다. 서울:윤성사
엄석진 [외]. (2021). AI와 미래행정=AI and future administration. 서울: 박영사. 
임도빈. (2020). 비교행정. 백완기, 박종민(편). 학문연구의 동향과 쟁점 행정학 (pp.131-152). 서울: 대한민국학술원.


논문
임도빈. (2021). 정책과 문화예술의 관계: 코로나 19 이후의 변화를 중심으로. 문화예술융합연구, 2(1), 5-25.
정윤진, 경규웅, 임도빈. (2021). 공공봉사동기와 사회적 영향력이 직무만족에 미치는 영향: 공공서비스 개인-조직 적합성의 관점에서. 행정논총, 59(2), 175-200.
Chung, K. H., & Im, T. (2021). Happiness in developing countries: can government competitiveness substitute for formal institutions?. International Review of Administrative Sciences, 00208523211000421.
정윤진, 김필, 임도빈. (2021). 지방․지역인재 우대 인사정책에 대한 공무원의 태도.한국인사행정학회보, 20(1),37-66.
Im, T., & Campbell, J. W. (2020). Coordination, Incentives, and Persuasion: South Korea’s Comprehensive Approach to COVID-19 Containment. Korean Journal of Policy Studies, 35(3), 119-139."

Hahn, Kyu-Sup Department of Communication

  • Research Lab Political Communication
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences

대표논문

-
인공지능 ELSI 센터

인공지능의 윤리적, 법적, 사회적 쟁점을 포괄적으로 분석하고,
의료, 군사, 금융, 법률 등 영역에서 인공지능의 사용이 야기할 수 있는 문제들을 구체적인 수준에서 연구합니다.

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초학제 AI 교육 연구센터

AI 확산을 위해 모두를 위한 AI 교육을 수행함에 있어 전공별, 대상별 격차를 분석하여
모두에게 최적화된 AI 교육을 수행하기 위하여 학제를 초월한 연구를 수행합니다.

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언어 AI 연구센터

언어학자와 다양한 분야 전문가들이 함께 모여 우리가 어떤 언어 AI를 어떻게 개발해야 할지 토론하여 언어 AI 백서를 만들고,
가장 시급하게 연구하고 개발해야 할 언어 AI 연구주제나 애플리케이션에 대한 심층 연구를 준비합니다.

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