Affiliation: National Election Commission
Degree: Ph.D. 2024
Thesis: Social Network Analysis of Medical Narcotics : Focusing on Narcotics Information Management System in Korea
Affiliation: WIPS Co., Ltd.
Degree: Ph.D. 2024
Thesis: Analysis of ICT Original Technology R&D Performance Efficiency and Technology Convergence Trends
Research Interest: Patent mining, Link Prediction
Affiliation: National Credit Union FOK
Ph.D. 2023
Thesis: 이차전지 분야 기술 융합 비교분석 연구(Comparative Analysis Study of Technology Convergence in the Secondary Battery Field)
Research Interest : Social Network Analysis, Finance Technology
Affiliation: Gyeonggi Content Agency (경기콘텐츠 진흥원)
Ph.D. 2023
Thesis: 토픽모델링과 사회연결망분석을 활용한 실감영상기술 관련 특허 동향 분석 (Analysis of patent trends related to realistic imaging technology using topic modeling and social network analysis)
Research Interest : Social Network Analysis, Business Performance Analysis, Data Mining
Affiliation: NHNPayco Co., Ltd.
Ph.D. 2022
Thesis: 선불전자지급수단의 이상거래탐지 연구 (A Study on the Fraud Detection for Electronic Prepayment)
Research Interest : FinTech & E-finance Security
Affiliation : WIPS Co., Ltd.
Ph.D. 2020
Thesis: 국가연구개발사업의 성과 유형별 효율성 분석 연구(A Study on Efficiency Analysis of National R&D Projects by Performances Types)
Research Interest : R&D efficiency, DEA
Affiliation : Large & Small Business Cooperation Foundation
Ph.D. 2017
Thesis: 스마트공장 환경에서의 중소기업 맞춤형 기술보호 수준진단에 관한 연구 (A Study on the Level Diagnosis of Technology Protection customized for Small and Medium-sized Enterprises under Smart Factory Environment)
Affiliation : Korea Standard Association(한국표준협회)
Ph.D. 2017
Thesis: 표준 연결망의 비즈니스 활용에 관한 연구 (A Study on Business Applications of Networks of Standards)
Affiliation : Oracle Korea
Ph.D. 2016
Thesis: 재벌 내부거래 연결망의 정태적·동태적 분석(Static and Dynamic Network Analysis of Internal Transactions between Chaebol Affiliates)
Affiliation : Bank for International Settlements at Swiss
Ph.D. 2014
Thesis: 거시경제 시계열 비선형 예측모형에 관한 실증연구(An Empirical Study on a Nonlinear Forecasting Model for Macroeconomic Time Series)
Degree : M.S. 2024
Thesis: Research on significant review selection methods to derive appropriate embedding values for deep learning recommendation systems
Research Interest: Recommendation system, Social network analysis
contact: glacksrnt @ naver.com
Degree : M.S. 2023
Affilation: Rapeech.com
Thesis: Improving Natural Language Processing Knowledge Distillation Classification Model Performance using Poor Teacher and Triplet Loss
contact: pkd9001 @ naver.com
M.S. 2023
Affliation: 크디랩
Thesis: 다중 모달 딥러닝과 대조 학습을 이용한 면접자 성격유형 분류 연구(A Study on Interviewer Personality Type Classification Using Multimodal Deep Learning and Contrastive Learning)
Research Interest : Graph neural network, Recommendation system, Computer vision
M.S. 2022
Affiliation: 비트나인
Thesis: 조절 가능한 단순화 그래프 확산 신경망 연구 (A study on Adjustable and Simplified Graph Diffusion Neural Networks)
M.S. 2021
Affiliation : 텔레픽스
Thesis: 순환신경망(RNN)을 활용한 이러닝 학습자의 집중도 판별 연구 (A Study on Concentration Discrimination of E-Learning Learners Using Recurrent Neural Network (RNN))
M.S. 2019
Affiliation : Korea Health Industry Development Institute (한국보건산언진흥원)
Thesis: 그래프 합성곱 신경망(Graph Convolutional Networks)을 이용한 학술논문 주제 분류 (Subject Classification of Research Articles using Graph Convolutional Networks)
Affiliation : IBM Korea
M.S. 2019
Thesis: 비지도학습 이상치 탐지의 데이터 이상정도 측정 지표에 관한 연구(A study on an Outlierness metric for Unsupervised Outlier Detection)
Affiliation : NHN
M.S. 2018
Thesis: 포인트 클라우드 기반 딥 러닝 기법을 이용한 BIM 객체 분류에 관한 연구 (A study on BIM object classification using a deep learning method based on point cloud data)
Affiliation : Olulo
M.S. 2016
Thesis: 확산모형과 군집분석을 이용한 게임제품의 흥행요소 분석 (Analysis of Success Factors in Game Products by using a Diffusion Model and a Cluster Analysis)
Affiliation : Samyang, Inc.
M.S. 2017
Thesis: 토픽 모델링과 사회 연결망 분석을 이용한 사회 연결망 분야 연구 동향 분석 (Analysis of Research Trends in Social Network Analysis using Topic Modeling and Social Network Analysis)
M.S. 2024
Affiliation: Danam Systems
Thesis: Transformer-based Business Process Prediction with Explainable Artificial Intelligence
contact: slkim11 @ naver. com
M.S. 2023
Affiliation: Truck Welfare Foundation
Thesis: 화물정보망의 비즈니스 프로세스 분석 및 개선에 관한 연구(A Study on the Business Process Analysis and Improvement of Freight Information Network)
Affiliation : Korea Institute of Radiological & Medical Sciences (한국원자력병원)
M.S. 2019
Thesis: 프로세스 마이닝을 이용한 업무개선 및 개인정보보호 연구 : 종합병원 사례를 중심으로(A Study on Process Improvement & Personal Data Protection using Process Mining: Focused on a General Hospital Case)
Affiliation: Defense Agency for Technology and Quality (국방기술품질원)
M.S. 2019
Thesis: 데이터 마이닝을 활용한 장기저장탄약 상태 결정요인 분석 연구 (A Study on Determinants of Stockpile Ammunition Using Data Mining)
Affiliation : KISM(Korea Information Supervision & Management)
M.S. 2018
Thesis: 공공 IT 시장 정보기술 동향 및 참여 기업 연결망 분석(Network and Technology Trends Analysis of Public IT Industry)
Affiliation : LG Electronics
M.S. 2017
DEA와 맘퀴스트 생산성지수를 이용한 신재생 에너지기업의 효율성 분석(Efficiency Analysis on Renewable Energy Companies using DEA and Malmqusit Productivity Index)
Affiliation : SAMSUNG SDS
M.S. 2014
사회연결망분석을 활용한 모바일콘텐츠 서비스의 글로벌 이용행태 분석 (Global Usage Behavior Analysis of Mobile Content Services by Social Network Analysis)
Affiliation : P&J Consulting
Degree : M.S.
Affiliation : Dongbu CNI Co,. Ltd
Degree : M.S.
Affiliation : ILP(Institute of Lottery Policy)
Degree : M.S.
M.S. 2010
Thesis: DEA를 이용한 국내 IT산업의 효율성 분석(An Analysis of Efficiency in Korea IT industry using DEA)
M.S. 2022
Thesis: IT기업의 이직의사에 영향을 미치는 요인에 관한 연구(A Study on the Influencing Factors of IT Companies' Turnover Intention)
Affiliation: Gridasoft CTO
M.S. 2022
Thesis: 온라인 쇼핑몰 고객의 재방문과 재구매 및 이탈 요인 연구 (A study on the factors of revisit, repurchase, and churn intention of online shopping customers)
Affiliation: Samyang Data Systems
M.S. 2015
Affiliation : SOMANSA Co., Ltd.
Thesis: 클라우드 환경에서의 개인정보 보호를 위한 DLP(Data Loss Prevention)의 설계 및 구현(Design and implementation of DLP(Data Loss Prevention) for privacy in a cloud environment)
Affiliation : Prada Korea
Degree : M.S.
Affiliation : Dial Communications
Degree : M.S.
Affiliation : SAMA Pharmaceutical Company
Degree : M.S.
Affiliation : SK Hynix
M.S. 2009
Thesis: 유전자 알고리즘을 이용한 응급상황 BPM에서의 서건할당에 관한 연구(A Study on the Task Assignment in Emergency Business Process Management using Genetic Algorithm)