(2023)
Understanding Mental Health Issues in Different Subdomains of Social Networking Services: Computational Analysis of Text-Based Reddit Posts.
JOURNAL OF MEDICAL INTERNET RESEARCH.
25,
e49074
(2023)
OSANet: Object Semantic Attention Network for Visual Sentiment Analysis.
IEEE TRANSACTIONS ON MULTIMEDIA.
25,
(2023)
Detecting depression on video logs using audiovisual features.
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS.
10,
(2023)
Data-driven approaches into political orientation and news outlet discrimination: The case of news articles in South Korea.
TELEMATICS AND INFORMATICS.
85,
(2023)
Public perspective on renewable and other energy resources: Evidence from social media big data and sentiment analysis.
ENERGY STRATEGY REVIEWS.
50,
(2023)
Can we predict the Billboard music chart winner? Machine learning prediction based on Twitter artist-fan interactions.
BEHAVIOUR & INFORMATION TECHNOLOGY.
42,
6
(2023)
D-HRSP: Dataset of helpful reviews for service providers.
TELEMATICS AND INFORMATICS.
82,
(2023)
Counterattacking long videos: exploring the characteristics of popular instant videos and roles of producers and viewers.
LIBRARY HI TECH.
41,
3
(2023)
Computational approaches to developing the implicit media bias dataset: Assessing political orientations of nonpolitical news articles.
APPLIED MATHEMATICS AND COMPUTATION.
458,
(2023)
Real-time Korean voice phishing detection based on machine learning approaches.
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING.
14,
(2023)
iMovieRec: a hybrid movie recommendation method based on a user-image-item model.
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS.
14,
(2023)
Fused deep neural networks for sustainable and computational management of heat-transfer pipeline diagnosis.
DEVELOPMENTS IN THE BUILT ENVIRONMENT.
14,
(2023)
A harmless webtoon for all: An automatic age-restriction prediction system for webtoon contents.
TELEMATICS AND INFORMATICS.
76,
(2023)
CRNet: A multimodal deep convolutional neural network for customer revisit prediction.
JOURNAL OF BIG DATA.
10,
1
(2023)
Can book covers help predict bestsellers using machine learning approaches?.
TELEMATICS AND INFORMATICS.
78,
(2023)
Motivations for user satisfaction of mobile fitness applications: An analysis of user experience based on online review comments.
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS.
10,
1
(2023)
A smart home dental care system: integration of deep learning, image sensors, and mobile controller.
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING.
14,
(2022)
Antecedents of Consumer Adoption of Over-the-Top Services in South Korea.
JMM International Journal on Media Management.
24,
3
(2022)
Effects of political orientation on sentiment features: the case of online news outlets in South Korea.
TELEMATICS AND INFORMATICS.
74,
(2022)
Classifying apartment defect repair tasks in South Korea: a machine learning approach.
JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING.
21,
6
특허/프로그램
멀티모덜 데이터 기반 생성적 딥러닝 모델을 통한 설비 이상 탐지 프로그램.
C-2022-043847.
20221107.
대한민국
이상 진단 인공지능 모델 학습을 위한 멀티모달 데이터 전처리 프로그램.
C-2022-043846.
20221107.
대한민국
균열 검출 딥러닝 기반 열수송관 건전성 진단 서버 프로그램.
C-2020-042571.
20201109.
대한민국
가짜뉴스 및 사용자 반응 수집 소프트웨어.
C-2018-029279.
20181029.
대한민국
수상/공훈
2017년 세계적 수준 올해의 신진연구자 (한국연구재단-Elsevier 선정)
2013년 이후 10여건의 국내외 수상 (2017 Emerald Literati Awards for Excellence 등)
학술회의논문
(2023)
Bibliometric study on artificial intelligence technologies for semiconductor defects.
The 14th International Conference on ICT Convergence.
대한민국
(2023)
Network Data Generation using IP2Vec Embedding.
The 14th International Conference on ICT Convergence.
대한민국
(2023)
Towards a Lightweight Object Detection through Model Pruning Approaches.
The 14th International Conference on ICT Convergence.
대한민국
(2023)
D-ViSA: A Dataset for Detecting Visual Sentiment from Art Images.
the IEEE/CVF International Conference on Computer Vision Workshop (ICCV '23 Workshop).
프랑스
(2023)
소셜 미디어상 재난 전파에 참여하는 사용자 유형 및 참여 분석.
2023 한국정보기술학회 하계 종합학술대회.
대한민국
(2023)
네트워크 데이터 기반 적대적 생성 모델 성능 결과 분석.
JCCI 2023.
대한민국
(2023)
ACL TA-DA: A Dataset for Text Summarization and Generation.
ACM SIGAPP Symposium on Applied Computing.
에스토니아
(2022)
열수송관 이상 탐지를 위한 멀티 모달 인공지능 모델.
KSC 2022.
대한민국
(2022)
지표 투과 레이더 탐사 데이터 구축과 인공지능 기반 지하 공동 탐지에 대한 연구.
KSC 2022.
대한민국
(2022)
플랜트 설비 건전성 진단을 위한 인공지능 응용 연구.
2022 플랜트융합기술 컨퍼런스- Plant Digital Transformation -.
대한민국
(2022)
Technology Acceptance Perspectives on Mobile Services: A Comparison Between 4G and 5G Services.
2022 13th International Conference on Information and Communication Technology Convergence.
대한민국
(2022)
TransTraffic: Predicting Network Traffic using Low Resource Data.
2022 13th International Conference on Information and Communication Technology Convergence.
대한민국
(2022)
AI를 적용한 구조물 이상탐지 기술 개발: 지하매설시설을 중심으로.
KSCE 2022.
대한민국
(2022)
Are you aware of what you are watching? Role of machine heuristic in online content recommendations.
Cysoc '22 (2022 International Workshop on Cyber Social Threats (ICWSM Workshop)).
미국
(2022)
Measuring Embedded Human-like Biases in Face Recognition Models.
AIBSD 2022 (In Conjunction with AAAI 2022).
미국
(2022)
소셜 미디어 텍스트 분석을 통한 사회 정의 연구.
HCI Korea 2022.
대한민국
(2022)
5G and User Experience: A Bibliometric Approach.
2022 IEEE International Conference on Consumer Electronics (ICCE).
미국
(2022)
Trafficformer: A Transformer-based Traffic Predictor.
2022 IEEE International Conference on Consumer Electronics (ICCE).
미국
(2021)
Web of Science와 Scopus로 본 기계학습과 스마트 플랜트 연구 동향.
2021플랜트융합기술 컨퍼런스 - Plant Digital Transformation -.
대한민국
(2021)
딥 생성 모델 기반 플랜트 이상 탐지 기술.
2021플랜트융합기술 컨퍼런스- Plant Digital Transformation -.
대한민국
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