CV
Jiwon Jang
E-mail : jangjiwon@khu.ac.kr, (github url)
CV detail : []
EDUCATION
Master of Engineering, Major in Social network Science, Kyung Hee University, Seoul, Korea (Aug 2018 - Aug 2020)
Dissertation Thesis: ‘Predicting pedestrian behavior patterns using user generated contents : Deep reinforcement learning approach (Advisor: Prof. Jin-mu Choi)
Bachelor of Sociology, Major in Sociology, Kyung Hee University, Seoul, Korea, (Mar 2012 - Aug 2018)
RESEARCH INTEREST
GeoAI, Deep learning, Reinforcement learning, spatiotemporal data analysis, human behavior, social media
PROFESSIONAL EXPERIENCE
RESEARCH ASSISTANT, Spatial Analysis Lab, Kyung Hee University
Development of Disaster Information System (Apr. 2019 – Aug. 2020)
National Disaster Management Research Institute, South Korea
A Study on the Correlation between Urban Form and PM10 Distribution (Jul. 2019 – Aug. 2020)
National Research Foundation of Korea
A Study on the Countermeasure of International Standardization of Address (May 2019 – Dec. 2019)
Ministry of the Interior and Safety, South Korea
RESEARCH ASSISTANT, AI & BM Lab, Kyung Hee University
Verification of Data Business Model for Artificial Intelligence Home Appliances (Oct. 2018 – Jul. 2019)
LG Display Corporate, South Korea
AI-based Youth Innovator Training Course (Aug. 2018 – Feb. 2019)
Institute of Information & Communications Technology Planning & Evaluation, South Korea
RESEARCH ASSISTANT, Survey Research Center, Sungkyunkwan University
Korean General Social Survey (Jul. 2016 – Aug. 2016)
ACADEMIC PUBLICATIONS
Jang, J. (1st author), Kim, M., Choi, J., (2020), A Study on the Relationship between Foot Traffic and Instagram Contents Using Spatial Panel Model, Korea Society for Geospatial Information Science (in Korean with English abstract)
ACADEMIC PAPERS
(In progress) Jang, J.(1st author), Choi, J. (2020) Predicting pedestrian behavior using Instagram user generated contents : Deep reinforcement learning approach, Applied geography (Advisor: Prof. Jin-mu Choi)
CONFERENCE PRESENTATIONS
Oral Presentation
Jun.2020 - Jang, J., Lee, H., Choi, J., Predicting Foot traffic in Itaewon commercial district using reinforcement learning, Korea Spatial Information Society
Nov.2019 - Jang, J., Ham, J., Lee, Y., Hwang, S., Choi, J., Analysis of Concentration Characteristics on the Feeling of Fine Dust, 2019 Annual Meeting of Korean Geographer, Seoul, Korea
Poster Presentation
Oct.2019 - Jang, J., Choi, J., A Study on the Relationship between Foot Traffic and Instagram Contents Using Spatial Panel Model, Conference on the Korean Association of Geographic Information Studies, Jeju, Korea
TECHNICAL SKILLS
Programming languages : python, SQL(mysql, nosql), HTML
GIS : QGIS, Geoda
Statistics : SPSS, STATA, R
Agent-Based Model : Anylogic, Netlogo
Other : Linux(ubuntu server), Mac OS, Windows, Gephi, AWS,