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AI is Social Computing

AI is redefining what can be studied in social computing. AI helps us better understand the interaction between social behavior and computational systems, particularly through studies on social intelligence in the cyber-physical-social systems.

  • 2022

  • Bayesian inductive learning in group recommendations for seen and unseen groups

    Kwang Hee Lee, Myoung Ho Kim
    INFORMATION SCIENCES
    2022

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  • Semantic Grasping via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach

    Ji Ho Kwak, Jaejun Lee, Whang Joyce Jiyoung, Sungho Jo
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2022

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  • 개체 유형 정보를 활용한 지식 그래프 임베딩

    공승환, 정찬영, 주수현, 황지영
    정보과학회논문지
    2022

  • 고차 그래프 뉴럴 네트워크를 활용한 이질형 그래프에서의 링크 예측

    안성진, 김명호
    정보과학회 컴퓨팅의 실제 논문지
    2022

  • 노드와 링크간의 상호작용을 동시에 반영한 그래프 어텐션 네트워크 기반 지식 그래프 임베딩

    김준선, 김명호
    정보과학회 논문지
    2022

  • 2021

  • Combined center dispersion loss function for deep facial expression recognition

    ABHILASHA NANDA, Woobin Im, Key-Sun CHOI, Hyun S. Yang
    PATTERN RECOGNITION LETTERS
    2021

  • DGC: Dynamic Group Behavior Modeling that utilizes Context Information for Group Recommendation

    Hyunji Jeong, Kwang Hee Lee, Myoung Ho Kim
    KNOWLEDGE-BASED SYSTEMS
    2021

  • Finding epic moments in live content through deep learning on collective decisions

    HyeonHo Song, Park, Kunwoo, Meeyoung Cha
    EPJ DATA SCIENCE
    2021

  • I/O Efficient Structural Clustering and Maintenance of Clusters for Large-scale Graphs

    Junghyuk Seo, Myoung Ho Kim
    EXPERT SYSTEMS WITH APPLICATIONS
    2021

  • Learning to Detect Incongruence in News Headline and Body Text via a Graph Neural Network

    Yoon, Seunghyun, Park, Kunwoo, Lee, Minwoo, Kim, Taegyun, Meeyoung Cha, Jung, Kyomin
    IEEE ACCESS
    2021

  • 이미지 분할과 관심 영역 맵 기반 색상 스키마 추출

    김수지, 최성희
    정보과학회논문지
    2021

  • 2020

  • FourEyes: Leveraging Tool Diversity as a Means to Improve Aggregate Accuracy in Crowdsourcing

    Song, Jean Y., Fok, Raymond, Juho Kim, Lasecki, Walter S.
    ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMS
    2020

  • Utilizing adjacency of colleagues and type correlations for enhanced link prediction

    Hyunji Jeong, Myoung Ho Kim
    DATA & KNOWLEDGE ENGINEERING
    2020

  • 2019

  • Constructing a paraphrase database for agglutinative languages

    HANCHEOL PARK, KyoJoong Oh, Ho-Jin Choi, Gweon, Gahgene
    DATA & KNOWLEDGE ENGINEERING
    2019

  • HGGC: A hybrid group recommendation model considering group cohesion

    Hyunji Jeong, Myoung Ho Kim
    EXPERT SYSTEMS WITH APPLICATIONS
    2019

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  • Non-Exhaustive, Overlapping Clustering

    Whang Joyce Jiyoung, Hou, Yangyang, Gleich, David F., Dhillon, Inderjit S.
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
    2019

  • 2017

  • A System to Analyze Group Socializing Behaviors in Social Parties

    Hyukjae Jang, Choe, Sungwon P., Gunkel, Simon N. B., Kang, Seungwoo, Junehwa Song
    IEEE Transactions on Human-Machine Systems
    2017

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  • Hierarchical Dirichlet scaling process

    Kim, Dongwoo, Alice Oh
    Machine Learning
    2017

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  • 2016

  • An efficient top-k query processing framework in mobile sensor networks

    Hee Jung Yang, Chin-Wan Chung, Myoung Ho Kim
    DATA & KNOWLEDGE ENGINEERING
    2016

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  • Weighted Averaging Fusion for Multi-view Skeletal Data and Its Application in Action Recognition

    Azis, Nur Aziza, Jeong, Young-Seob, Ho-Jin Choi, Iraqi, Youssef
    IET COMPUTER VISION
    2016

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