[Responsibilities]• Perform research to strategically implement technology and service innovations • Perform data‑driven analysis research to discover promising technologies and new services• Managed research project processes such as data collection, pretreatment, analysis, results and visualization• Organized paper seminar for reviewing the latest paper[Projects]1. Business project(HUYNDAI MOTOR)- Derive non-purchasing factors to strengthen product competitiveness2. CRM Project - Customer analysis to Strengthen Purchasing with Association Rule Mining and customer segmentation3. Research Project- New Service Discovery Methodology based on Natural Language Processing(NLP)- Categorizing Sub-Categories of Mobile Application Services using Network Analysis: A Case of Healthcare Applications ;Journal of Society for e-Business Studies Aug 2020- Analyzing Weak Signals for Technology Innovation Based on Patent Based Local Outlier Factor(LOF): A case of Autonomous Vehicle ;Journal of the Korea Management Engineers Society- Extraction satisfied/non-satisfied factors with sentimental analysis using tourist reviews