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  • 전임교수

교수소개

전임교수

  • 부교수 Data Mining, Machine Learning, Social Computing
  • 한진영 홈페이지 바로가기
    Lab Data Science and Artificial Intelligence Lab

관심분야

 Data Science, Machine Learning, Networks, Computational Social Science, Artificial Intelligence

학력

  • 2013 서울대학교 컴퓨터공학부 박사
  • 2007 KAIST 전산학부 학사

약력/경력

  • 2019-현재 성균관대학교 조교수
  • 2017-2019 한양대학교 조교수
  • 2014-2017 UC Davis 박사후 연구원
  • 2013-2014 서울대학교 박사후 연구원
  • 2003-2005 소프트맥스 엔지니어

학술지 논문

  • (2024)  Predicting diversification scores of videos in recommendation network.  EXPERT SYSTEMS WITH APPLICATIONS.  238,  A
  • (2024)  Prediction of neovascular age-related macular degeneration recurrence using optical coherence tomography images with a deep neural network.  SCIENTIFIC REPORTS.  14,  5854
  • (2023)  Developing and Evaluating an AI-Based Computer-Aided Diagnosis System for Retinal Disease: Diagnostic Study for Central Serous Chorioretinopathy.  JOURNAL OF MEDICAL INTERNET RESEARCH.  25,  1
  • (2023)  Detecting depression on video logs using audiovisual features.  HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS.  10,  1
  • (2023)  Predicting continuity of online conversations on Reddit.  TELEMATICS AND INFORMATICS.  79,  101965
  • (2023)  Dancing on the inside: A qualitative study on online dance learning with teacher-AI cooperation.  EDUCATION AND INFORMATION TECHNOLOGIES.  28,  9
  • (2022)  Experiencing Stress During COVID-19: A Computational Analysis of Stressors and Emotional Responses to Stress.  CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING.  25,  9
  • (2022)  ?Why tag me??: Detecting motivations of comment tagging in Instagram.  EXPERT SYSTEMS WITH APPLICATIONS.  202,  1
  • (2022)  Preventing rumor spread with deep learning.  EXPERT SYSTEMS WITH APPLICATIONS.  197, 
  • (2022)  Behind the scenes of K-pop fandom: unveiling K-pop fandom collaboration network.  Quality and Quantity.  56,  3
  • (2022)  Social Sharing of Emotion During the COVID-19 Pandemic.  CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING.  25,  6
  • (2022)  The connection to the public's preferred sports analysis and physical education curriculum.  PLOS ONE.  17,  3
  • (2022)  Classifying neovascular age-related macular degeneration with a deep convolutional neural network based on optical coherence tomography images.  SCIENTIFIC REPORTS.  12,  1
  • (2022)  Assessing central serous chorioretinopathy with deep learning and multiple optical coherence tomography images.  SCIENTIFIC REPORTS.  12,  1
  • (2022)  Classifying central serous chorioretinopathy subtypes with a deep neural network using optical coherence tomography images: a cross-sectional study.  SCIENTIFIC REPORTS.  12,  1
  • (2021)  Distinguishing retinal angiomatous proliferation from polypoidal choroidal vasculopathy with a deep neural network based on optical coherence tomography.  SCIENTIFIC REPORTS.  11,  1
  • (2021)  Between comments and repeat visit: capturing repeat visitors with a hybrid approach.  DATA TECHNOLOGIES AND APPLICATIONS.  55,  4
  • (2021)  Traveller acceptance of mobile reservation services.  INTERNATIONAL JOURNAL OF MOBILE COMMUNICATIONS.  19,  2
  • (2020)  Cross-cultural comparison of interactive streaming services: Evidence from Twitch.  TELEMATICS AND INFORMATICS.  55,  1
  • (2020)  Optical coherence tomography-based deep-learning model for detecting central serous chorioretinopathy.  SCIENTIFIC REPORTS.  10,  1

학술회의논문

  • (2023)  Learning Co-Speech Gesture for Multimodal Aphasia Type Detection.  Empirical Methods in Natural Language Processing.  싱가포르
  • (2023)  SAFE: Sequential Attentive Face Embedding with Contrastive Learning for Deepfake Video Detection.  ACM Conference on Information and Knowledge Management.  영국
  • (2023)  Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning.  ACM SIGKDD Conference on Knowledge Discovery and Data Mining.  미국
  • (2023)  InfluencerRank: Discovering Effective Influencers via Graph Convolutional Attentive Recurrent Neural Networks.  International AAAI Conference on Web and Social Media.  사이프러스
  • (2023)  AlphaDAPR: An AI-based Explainable Expert Support System for Art Therapy.  ACM International Conference on Intelligent User Interfaces.  오스트레일리아
  • (2022)  Magic Brush: An AI-based Service for Dementia Prevention focused on Intrinsic Motivation.  ACM Conference on Computer-Supported Cooperative Work.  미국
  • (2022)  Predicting Emotional Intensity in Political Debates via Non-verbal Signals.  Interspeech.  대한민국
  • (2022)  Detecting Suicidality with a Contextual Graph Neural Network.  The Eighth Workshop on Computational Linguistics and Clinical Psychology.  미국
  • (2022)  D-Vlog: Multimodal Vlog Dataset for Depression Detection.  AAAI Conference on Artificial Intelligence.  미국
  • (2022)  5G and User Experience: A Bibliometric Approach.  IEEE 40th International Conference on Consumer Electronics.  미국
  • (2022)  Trafficformer: A Transformer-based Traffic Predictor.  IEEE 40th International Conference on Consumer Electronics.  미국
  • (2021)  Passing to Win: Using Characteristics of Passing Information for Match Winner Prediction.  International Conference on Sport Sciences Research and Technology Support.  스페인
  • (2021)  COVID-19 Korean Fake News Detection using Named Entity and User Reproliferation Information.  Human and Language Technology.  대한민국
  • (2021)  Evaluating Audience Loyalty and Authenticity in Influencer Marketing via Multi-task Multi-relational Learning.  International AAAI Conference on Web and Social Media (ICWSM).  미국
  • (2021)  A quantitative analysis of satisfaction on Airbnb from UX perspectives: The comparison between the United States and Hong Kong.  International Conference on Ubiquitous Information Management and Communication (IMCOM).  대한민국
  • (2021)  Computers as Social Actors? Examining How Users Perceive and Interact with Virtual Influencers on Social Media.  International Conference on Ubiquitous Information Management and Communication (IMCOM).  대한민국
  • (2020)  Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention.  EMNLP Findings.  미국
  • (2020)  VCTUBE: A Library for Automatic Speech Data Annotation.  INTERSPEECH.  중국
  • (2020)  Detecting Engagement Bots on Social Influencer Marketing.  International Conference on Social Informatics.  이탈리아
  • (2020)  Cross-domain Classification of Facial Appearance of Leaders.  International Conference on Social Informatics.  이탈리아