Hi, my name is Jihye [ʤihe].
My research interests include Large Language Models (LLMs), Multimodal Learning, and AI Applications & Data-Driven Strategies in Business. I am also interested in delivering AI-related technical knowledge in understandable terms.
You can reach me via e-mail (sophia.jihyeparkk@gmail.com).
Analyzing "equipment maintenance/operation texutal records (written by hardware engineers)" and "sensor data" for root cause analysis (RCA) of equipment failures
Worked as a backend software developer using Java, Linux, and Oracle.
Analyzed user-generated data mainly obtained from surveys.
Jihye Park, Hye Jin Lee, Sungzoon Cho* (2024), "Automatic Construction of Direction-aware Sentiment Lexicon Using Direction-dependent Words," Accepted for Publication to Language Resources and Evaluation.
● The first version of this manuscript previously uploaded to arXiv—a repository that facilitates the free distribution of scholarly work—has been cited four times by other research works.
Jihye Park, Sungzoon Cho* (2023), "Incorporation of Company-Related Factual Knowledge into Pre-trained Language Models for Stock-Related Spam Tweet Filtering," Expert Systems with Applications, Volume 234, 30 December 2023, 121021.
● ESWA has 2022 Impact Factor of 8.5, based on the Journal Citation Reports by Clarivate Analytics (released in June 2023).
[Data] [Code]
Jihye Park, Hye Jin Lee, Sungzoon Cho* (2023), "Hot Topic Detection in Central Bankers' Speeches," Expert Systems with Applications, Volume 230, 15 November 2023, 120563.
● ESWA has 2021 Impact Factor of 8.665, based on the Journal Citation Reports by Clarivate Analytics (released in June 2022).
[Data] [Code]
유용재, 최진우, 박지혜, 유하늘, 박광균, 임재용, 박현섭, 윤동운, 김수정, 조성민, 금의석, 조성준*
Fall Conference of Korean Institute of Industrial Engineers (KIIE), UNIST, Korea, 2023.
박지혜, 조성준*
Summer Conference of Korea Data Mining Society (KDMS), Gangneung, Korea, 2023.
박지혜, 김현종, 박소형, 조성준*, 전성환
Spring Conference of Korean Institute of Industrial Engineers (KIIE), Jeju, Korea, 2023.
안재관, 박지혜, 유용재, 조성준*, 김규진
Summer Conference of Korea Data Mining Society (KDMS), Busan, Korea, 2022.
박지혜, 최진우, 유용재, 정수호, 인창현, 박현섭, 조기윤, 윤동운, 김상혁, 조윤혁, 이은영, 이승호, 금의석, 조성준*
Spring Conference of Korean Institute of Industrial Engineers (KIIE), Jeju, Korea, 2022.
Hye Jin Lee, Sung Whan Jeon, Jihye Park, Sungzoon Cho*
Spring Conference of Korean Institute of Industrial Engineers (KIIE), Jeju, Korea, 2021.
Jihye Park, Hye Jin Lee, Sungzoon Cho*
Fall Conference of Korea Data Mining Society (KDMS), Seoul, Korea, 2019.
Jihye Park, Sungzoon Cho*
Spring Conference of Korea Data Mining Society (KDMS), Seoul, Korea, 2019.
중앙대학교 경영경제대학 광고홍보학과 전공선택 과목 "디지털 애널리틱스"
[Lecture Notes]
Provided technical support for big data analysis program for NH Nonghyup Bank employees.
Provided technical support for Digital Transformation (DX) training program for LG U+ employees.
Presented lectures on python programming and machine learning for government-invited Malaysian students.
National Research Foundation of Korea (한국연구재단)
September 2021 – August 2023
Scraped domain-specific textual data such as FOMC Statements and FOMC Minutes.
Samsung Advanced Institute of Technology (삼성전자 종합기술원)
February 2023 – June 2023
Samsung Electronics (삼성전자 설비기술연구소)
December 2020 – June 2023
NH Investment & Securities (NH투자증권)
September 2021 – December 2021
Samsung Electronics (삼성전자 혁신센터)
June 2019 – March 2021
Seokgi Kim†, Jihye Park†, Kihong Seong†, Namwoo Cho†, Junho Min†, Hwajung Hong*
arXiv preprint arXiv:2102.13350, 2021.
[Media Release] [Paper] [Demo] [Video] [Code]