Research Assistant


Université Paris 8; March 2020 ~ November 2020

Developed COHA pre-trained models with RoBERTa & a data visualization system to evaluate the models


Resources

Models




Research Assistant


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





Research Assistant


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




Research Assistant


Ajou University, Leaders in INdustry-university Cooperation (LINC); March 2016 ~ August 2016

Data mining/analysis, system development, research paper writing as a co-author






Research Assistant


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




Research Assistant


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

Description, Process Map




Research Assistant


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




Research Assistant


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




Statistical investigation agent


Gyeongin Regional Statistics Office; July 2013 ~ August 2013

Managed survey data of the Population and Housing Census





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