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AI is Social Computing 인공지능과 소셜컴퓨팅

AI는 소셜컴퓨팅의 영역을 넓혀주고 있다. AI는 특히 사이버-물리-사회 시스템에 대한 소셜 인텔리전스의 연구를 통해 사회 행동과 컴퓨터 시스템 간의 상호작용을 더 잘 이해하도록 돕는다.

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  • 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, 주수헌, 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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