Université Paris 8; March 2020 ~ November 2020
Developed COHA pre-trained models with RoBERTa & a data visualization system to evaluate the models
Resources
Université Sorbonne Nouvelle Paris 3; November 2018 ~ March 2019
Developed a web-based data archiving system for efficient handling and safe management of child language development records
Related works
Université Paris Nanterre & Ajou University; December 2017 ~ August 2018
Developed an automatic recognition system to extract multiword expressions from raw text data
Related works
Mun, S., Desagulier, G., & Lee, K. (October 2017). How can we capture Multiword Expressions?. 5th International Conference on Statistical Language and Speech Processing, SLSP2017.
Program, PPT, POSTER, PDF
Mun, S., Choi, G., Desagulier, G., & Lee, K. (2018). PreechVis: Visual Profiling using Multiple-word Combinations. Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP2018), 97-107.
Scopus, dblp, Scitepress, Program, PPT, PDF
Mun, S., Desagulier, G., & Lee, K. (2017). A visual approach for text analysis using multiword topics. IEEE, EuroVis 2017, Proceedings of the 19th EG/VGTC Conference on Visualization, 57-59.
Eurographics, dblp, HAL, Program, POSTER, PDF
Ajou University, Leaders in INdustry-university Cooperation (LINC); March 2016 ~ August 2016
Data mining/analysis, system development, research paper writing as a co-author
Sungshin Women's University; December 2015
Developed a data analysis program for the relationship between formative elements of arts and degree of art quality by using Classification and Regression Trees
Korea Road Traffic Authority & Korea Meteorological Administration; March 2015 ~ December 2015
Developed a data mining process of accident reports and an algorithm for searching for better places for traffic cameras
Resources
Ajou University, Department of History; November 2014 ~ November 2018
Developed data visualization systems and text mining algorithms to investigate power changing patterns of strengthening or weakening as the power of the family was inherited to later generations in the Joseon dynasty
Related works
Mun, S., Choi, G., Lee, S., & Lee, K. (2017). Visual analysis for voting relationships in Joseon Dynasty, Korea. Proceedings of the 10th International Conference on ICT, Society and Human Beings, 111-118.
Scopus, Iadis, Program, PDF
Mun, S., Han, H., Choi, G., Yoon, T., Kim, J., & Lee, K. (November 2016). Hierarchical Network Visualization Approach to Power Mechanism in Medieval Joseon Korea. 41st Annual Meeting of the Social Science History Association.
Program, PPT
Lee, S., Choi, H., Mun, S., Han, H., Ha, H., & Lee, K. (December 2014). Visualization Approach to a Korean Genealogy Data. 2014 The 1st International Symposium on Digital Humanities, Digital Humanities and Culture : Trends and Prospects.
Cover, Program, PPT
Brain Korea 21; September 2014 ~ August 2018
Data mining/analysis, system development, research paper writing as a co-author
Related works
Research Award from the Minister of Education | The Education Ministry of Korea; National Research Foundation of Korea; March 2018
PDF
Gyeongin Regional Statistics Office; July 2013 ~ August 2013
Managed survey data of the Population and Housing Census