TEAMLAB / Research - paper
International journals
2023
2022
- Choi, S., Lee, H., Park, E. and Choi, S., 2022. Deep learning for patent landscaping using transformer and graph embedding. Technological Forecasting and Social Change, 175, p.121413. NLP PATENT
- What Makes “GOOD” Fashion Images on Instagram? Computational Analysis of Images Posted by Luxury Fashion Brands, AI_APPLICATION
- Choi, J., Lee, J., Yoon, J., Jang, S., Kim, J. and Choi, S., 2022. A two-stage deep learning-based system for patent citation recommendation. Scientometrics
, pp.1-22. NLP PATENT
2021
- Lee, H., Ha, M., Lee, J., Aini, R.Q., Rusmana, A.N., Sya’bandari, Y., Lee, J.K., Shin, S., Lee, G.G., Choo, J. and Choi, S., 2021. Spelling Errors in Korean Students’ Constructed Responses and the Efficacy of Automatic Spelling Correction on Automated Computer Scoring. Technology, Knowledge and Learning, pp.1-21.Vancouver NLP AI_APPLICATION EDUCATION_AI
- Lee, H., Lee, J., An, M., Park, G. and Choi, S., 2021. Machine learning approach to analyze the status of forklift vehicles with irregular movement in a shipyard. Computers in Industry, 133, p.103544. SMART_MFT AI_APPLICATION
2020
- Jeon, H., Seo, W., Park, E. and Choi, S., 2020. Hybrid machine learning approach for popularity prediction of newly released contents of online video streaming services. Technological Forecasting and Social Change, 161, p.120303., LOG_DATA_ANALYSIS AI_APPLICATION
- Jeong, C., Jang, S., Park, E. and Choi, S., 2020. A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks, Scientometrics, 124(3), pp.1907-1922, NLP SCHOLARY_BIG_DATA
- Kim, J., Yoon, J., Park, E. and Choi, S., 2020. Patent document clustering with deep embeddings. Scientometrics, pp.1-15. NLP PATENT
- Kim, J., Jang, S., Park, E. and Choi, S., 2020. Text Classification using Capsules. Neurocomputing, 376, pp.214-221. NLP
Domestic journals
- 하민수, 이경건, 신세인 , 이준기, 최성철, 주재걸, 김남형, 이현주, 이종호, 이주림, 조용장, 강경필, 박지선. 2019. 학습 지원 도구로서의 서술형 평가 그리고 인공지능의 활용: WA3I 프로젝트 사례. 현장과학교육, 13(3): 271-282 NLP EDUCATION_AI
Working papers
- Convolutional Neural Net based Maintenance Lift Vehicle Demand Prediction Model Considering Types of an Equipment and Process in a Large-Scale Shipyard