Nam, K., and Cho, K. 2026. From Channels to Conversations: Leveraging Integrated Customer Data for Interactive Marketing in Fashion Retail, Journal of Research in Interactive Marketing.
2026SSCIPaper ↗
Publication
Journal papers, conference presentations, patents and domestic publications — search them all in one place.
International Journal
2026
Lee, T., Kim, B.H., Nam, K.* and Park, J.* 2026. Classification of dysphagia severity after lateral medullary infarction with deep learning, Scientific Reports.
2026SCIEPaper ↗
2025
Nam, K., and Cho, K. 2025. Navigating the digital purchase journey: the impact of device type and visit channels on consumer behavior, Industrial Management & Data Systems.
2025SCIEPaper ↗
Seo, M., Lee, C., Nam, K., Kwon, B., Kim, B., and Park, J. 2025. Predicting Long-Term Prognosis of Poststroke Dysphagia with Machine Learning, Journal of Clinical Medicine, 14(14), 5025.
2025SCIEPaper ↗
2024
Ghose, A., Lee, H., Nam, K., and Oh, W. 2024. The Effects of Pressure and Self-Assurance Nudges on Product Purchases and Returns in Online Retailing: Evidence from a Randomized Field Experiment, Journal of Marketing Research, 61(3), pp. 1-19. (UTD24, FT50)
2024SSCIUTD24 · FT50Paper ↗
Nam, K., Lee, C., Lee, T., Shin, M., Kim, B., and Park, J. 2024. Automated Laryngeal Invasion Detector of Boluses in Videofluoroscopic Swallowing Study Videos Using Action Recognition-Based Networks, Diagnostics, 14(13), 1444.
2024SCIEPaper ↗
Chung, H., Nam, K., Lee, S., Woo, A., Kim, J., Park, E., and Moon, H. 2024. Diagnosis of Pain Deception Using Minnesota Multiphasic Personality Inventory-2 Based on XGBoost Machine Learning Algorithm: A Single-Blinded Randomized Controlled Trial, Medicina, 60(12), 1989.
2024SCIEPaper ↗
2022
Kyeong, N., and Nam, K.* 2022. Mechanism Design for Data Reliability Improvement through Network-Based Reasoning Model, Expert Systems with Applications, 205, 117660. (*Corresponding Author)
2022SCIEPaper ↗
Lee, D., Nam, K.* Han, I. and Cho, K. 2022. From Free to Fee: Monetizing Digital Content through Utility-based Business Rule Analytics, Information & Management, 59(6), 103681. (*Corresponding Author)
2022SSCISCIEPaper ↗
Nam, K.* 2022. Conversion Paths of Online Consumers: A Sequential Pattern Mining Approach, Expert Systems with Applications, 202, 117253. (*Corresponding Author)
2022SCIEPaper ↗
Seong, N., and Nam, K.* 2022. Forecasting Price Movements of Global Financial Indices using Complex Quantitative Financial Networks, Knowledge-Based Systems, 235, 107608. (*Corresponding Author)
2022SCIEPaper ↗
2021
Seong, N., and Nam, K.* 2021. Predicting Stock Movements based on Financial News and Market Segmentation, Expert Systems with Applications, 164, 113988. (*Corresponding Author)
2021SCIEPaper ↗
Nam, K., and Seong, N.* 2021. A Study on Influencing Factors for Customer Satisfaction and the Continuing Use of Social Network Services, Enterprise Information Systems, 15(3), pp. 395-419.
2021SCIEPaper ↗
2020
Im, K., Nam, K.* and Cho, H. 2020. Towards successful business model management with analytic network process-based feasibility evaluation and portfolio management, Electronic Markets, 30, pp. 509-523. (*Corresponding Author)
2020SSCIPaper ↗
2019
Nam, K., and Seong, N.* 2019. Financial News-based Stock Movement Prediction Using Causality Analysis of Influence, Decision Support Systems, 117, pp. 100-112.
2019SCIEPaper ↗
Park, J., and Nam, K.* 2019. Group Recommender System for Store Product Placement, Data Mining and Knowledge Discovery, 33(1), pp. 204-229. (*Corresponding Author)
2019SCIEPaper ↗
2018
Nam, K.*, and Park, M. 2018. Improvement of an Optimal Bus Scheduling Model based on Transit Smart Card Data, Transport, 33(4), pp. 981-992. (*Corresponding Author)
2018SCIEPaper ↗
International Conference
2025
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The Devil’s Advocate: When AI Challenges Human Expertise. with Kanghyun Cho and Park, Jin-Woo, Workshop on Information Technologies and Systems (WITS), 2025, Knoxville, TN, US.
2025
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Algorithmic Externalities: How Trading Bots Reshape Human Traders’ Performance in Cryptocurrency Markets. with Kanghyun Cho, Jaehwuen Jung, and Jason Thatcher, Conference on Information Systems and Technology (CIST), 2025, Atlanta, GA, US.
2025
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The Devil’s Advocate: When AI Challenges Human Expertise. with Kanghyun Cho and Park, Jin-Woo, INFORMS Annual Meeting, 2025, Atlanta, GA, US.
2025
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Optimizing Human-AI Collaboration in Medical Diagnostics. with Kanghyun Cho, In Academy Of Management (AoM) Annual Meeting, 2025, Copenhagen, Denmark.
2025Paper ↗
2024
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Beyond Automation: Analyzing How Trading Bots Influence Cryptocurrency Returns, with Kanghyun Cho, Jaehwuen Jung, and Jason Thatcher, Workshop on Information Systems and Economics (WISE) 2024.
2024
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First Response or Second Opinion? Evaluating the Impact of Sequential AI-Integrated Workflows on Clinical Decision-Making, with Kanghyun Cho and Park, Jin-Woo, Conference on Information Systems and Technology (CIST) 2024.
2024
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Beyond automation: Unpacking the role of trading bots in shaping online cryptocurrency return, with Kanghyun Cho and Jason Thatcher, Academy of Management Proceedings(AOM) 2024.
2024Paper ↗
2023
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The Effects of Sludges and Nudges on Product Purchases and Returns in Online Retailing: Evidence from a Randomized Field Experiment, with Anindya Ghose, Wonseok Oh, and Heeseung Lee, Workshop on Information Systems and Economics (WISE ) 2023.
2023
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Socialize Less Pay More: The Link Between Virtual Network Embeddedness and User Contributions, with Kanghyun Cho, Americas Conference on Information Systems (AMCIS), Panama City, Panama, 2023.
2023
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Who Gets the Money When the Bots Sleep: Investigating the Role of Expertise in the Cryptocurrency Market, with Kanghyun Cho and Jason Thatcher, Statistical Conference in E-Commerce Research (SCECR) 2023.
2023
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The Effects of Sludges and Nudges on Product Purchases and Returns in Online Retailing: Evidence from a Randomized Field Experiment, with Anindya Ghose, Wonseok Oh, and Heeseung Lee, Statistical Conference in E-Commerce Research (SCECR) 2023.
2023
2022
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Designing Recommender Systems in the Presence of Social Influencers, with Angela Choi, and Chad Ho, Conference on Information Systems and Technology(CIST 2022), October, 2022.
2022
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Bless or Curse: Impact of Algorithmic Trading Bots Invasion on the Cryptocurrency Market, with Kanghyun Cho, International Conference on Information Systems (ICIS) 2022.
2022Paper ↗
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Bless or Curse: Impact of Algorithmic Trading Bots Invasion on the Cryptocurrency Market, with Kanghyun Cho, Statistical Conference in E-Commerce Research (SCECR) 2022.
2022
2021
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Neural recommender system considering user homogeneity, with Nohyoon Seong, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD) Machine Learning for Consumers and Markets Workshop [KDD] 2021.
2021
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Deep learning for financial distress prediction considering individual effect and complex system, with Nohyoon Seong, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD) Machine Learning in Finance Workshop [KDD] 2021.
2021
2020
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Better than Humans? AI challenge in Creative Tasks: Randomized Field Experiment on AI Recommender Systems, with Jooyoung Kim, and Nohyoon Seong, 2020 INFORMS Data Science Workshop, November, 2020.
2020
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Deep learning for financial distress prediction considering individual effect and complex system, with Nohyoon Seong, 2020 INFORMS Data Science Workshop, November, 2020.
2020
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Predicting stock movements based on financial news with systematic group identification, with Nohyoon Seong, 2020 INFORMS Data Science Workshop, November, 2020.
2020
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Better than Humans? AI challenge in Creative Tasks: Randomized Field Experiment on AI Recommender Systems, with Jooyoung Kim, and Nohyoon Seong, Conference on Information Systems and Technology(CIST 2020), November, 2020.
2020
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Straight-up or Made-up? The Impact of Bare-Face Exposure on Cosmetics Sales in Influencer Marketing, with Angela Choi, and Chad Ho, Conference on Information Systems and Technology(CIST 2020), November, 2020.
2020
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A "Falsely-Framed" Choice: A Randomized Field Experiment on the Attraction Effects in Recommender Systems, with Hyelin Oh, Wonseok Oh, and Nohyoon Seong, Conference on Information Systems and Technology(CIST 2020), November, 2020.
2020
2019
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Context-Dependent Preferences and Image-Based Deep-Learning Recommendations, with Wonseok Oh, and Heeseung Lee, Workshop on Information Systems and Economics (WISE 2019), Munich, December, 2019.
2019
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The Effects of User Competitions on Sustained Use of M-health Application, with Junetae Kim, and Kanghyun Cho, International Conference on Health Data and Information Services, December, 2019.
2019
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A "Falsely-Framed" Choice: A Randomized Field Experiment on the Attraction Effects in Recommender Systems, with Wonseok Oh, Nohyoon Seong, and Hyelin Oh, Information Systems Review Society, November, 2019. [Best Paper Award].
2019Best Paper Award
Patents
2025
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Method for Processing Robot Arm Image Data Based on Artificial Intelligence
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Multimodal Data Processing System and Electronic Device for Smart Factory
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Method for Detecting Abnormal Motion of Robot Arm Based on Artificial Intelligence
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Robot Arm Teaching Device and Method Using Computer Vision
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Automated Robot Teaching Device and Method Considering the Motion of Multiple Robots
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Data Processing Device and Method for Process Management
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Anomalous pattern detection device and method using unsupervised learning
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3D conversion service provision system based on robot camera data
2024
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Time-series data-based data sampling service provision system
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Robot-based 2D and 3D matching service provision system
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Data augmentation and analysis device and method
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Structured data attribute generation device and method for machine learning
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Robot axis movement Device and method for diagnosing robot status using a predictive model
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Device and method for domain adaptation of a robot arm
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Method and device for monitoring engine cylinder temperature and predicting AI-based operations in a ship
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Method and device for monitoring cavitation in a ship propeller
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Method and device for providing a fuel efficiency optimization solution based on ship operation data
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Method and device for controlling ship operation using ship engine data learning
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Device and method for providing a behavior improvement solution for a smart factory
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Data detection device and method using computer vision technology
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Robot movement control device and method using digital twins
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Robot movement detection device and method using digital space technology in a 3D environment
2023
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Smart Factory-Based Collaborative Robot Trajectory Analysis Service Providing System for Ensuring Safe Distance
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Vision-Based Collaborative Robot Data Synchronization Service Providing System
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Robot Process Optimization Method and Device with Deadlock Point Delay Compensation Function
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Robot Arm Vibration Noise Removal Method and Device
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Robot Arm Noise Removal Method and Device
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Method and device for analyzing motion of a humanoid robot based on ergonomics
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Method and device for analyzing motion of a robot
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Method and device for processing large amounts of data
2022
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Data Security Maintenance Method for Data Analysis Application
2020
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Apparatus for moving makeup video section through learning
2019
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Data Security Maintenance Method for Data Analysis Application
Domestic Journal
2025
Oh, J., and Nam, K.* 2025. "A Study on the Factors Influencing the Acceptance Intention of Autonomous Delivery Robots: An Analysis of the Effects of Trust and Attitude," Journal of the Korean Service Management Society, 26(5). (*Corresponding Author)
Choi, J., Nam, K.*, and In, H. P.* 2025. "BLADE: A Self-Instruct Synthetic Benchmark for Evaluating LLMs in the Blockchain Domain," Journal of Appropriate Technology, 11(3), pp. 199-216. (*Corresponding Author)
2022
Yoon, S., and Nam, K.* 2022. "Information types and characteristics within the Wireless Emergency Alert in COVID-19: Focusing on Wireless Emergency Alerts in Seoul," Journal of Intelligent and Information Systems, 28(1), pp. 45-68. (*Corresponding Author)
2021
Lee, Y., and Nam, K.* 2021. "Impact of impulsiveness on mobile banking usage: Moderating effect of credit card use and mediating effect of SNS addiction," Journal of Intelligent and Information Systems, 27(3), pp. 113-137. (*Corresponding Author)
2020
Na, H., and Nam, K.* 2020. "Application of diversity of recommender system according to user preference change," Journal of Intelligent and Information Systems, 26(4), pp. 67-86. (*Corresponding Author)
2019
Seong, N., and Nam, K.* 2019. Predicting stock movements based on financial news with systematic group identification, Journal of Intelligent and Information Systems, 25(3), pp. 1-17. (*Corresponding Author)
2018
Choi, K., and Nam, K.* 2018. Types of Shopping Website Navigation and Purchase Process Pattern Analysis, Journal of Intelligent and Information Systems, 25(1), pp. 85-107. (*Corresponding Author)
Nam, K., and Seong, N.* 2018. Prediction of Block-Buster Drama, Through Initial Viewing-time Pattern Analysis, Journal of Intelligent and Information Systems, 24(4), pp. 33-49.
2017
Joe, Y., and Nam, K.* 2017. SKU Recommender System for Retail Stores that Carry Identical Brands using Collaborative Filtering and Hybrid Filtering, Journal of Intelligent and Information Systems, 23(4), pp. 77-110. (*Corresponding Author) [Best Paper Award]
Seong, N., and Nam, K.* 2017. Combining macro-economical Effects with Sentiment Analysis for Stock Index Prediction, Entrue Journal of Information Technology, 16(2), pp. 41-54. (*Corresponding Author)
Domestic Conference
2026
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From Probabilistic to Deterministic: When Process Codification Outperforms Runtime Judgment. with Gisu Kim, Korea Society for Innovation Management & Economics Summer Conference (KOSIME), Jeju, Korea, July, 2026.
2026
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Analysis of Financial News Summarization Performance and Explainability Using Lightweight LLMs. with Gisoo Pyo, Korea Society for Innovation Management & Economics Summer Conference (KOSIME), Jeju, Korea, July, 2026.
2026
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Agentic AI-Based Prediction and Application of Turning Points in Oil Price Time-Series Data. with Seoyeon Joo, Korea Intelligent Information Systems Society Spring Conference (KIISS), 2026.
2026
2024
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Diagnosis of Animal Skin Diseases through Multi-Image-Type Analysis. with Juhyun Oh, Korea Society of IT Services Fall Conference (KITS), November, 2024.
2024
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Predicting Regional Marriage Rates Using Text Mining: Focusing on Real Estate Policies. with Yoonjee Song, Korea Society of IT Services Fall Conference (KITS), November, 2024.
2024
2021
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Information Types and Characteristics within the Wireless Emergency Alert in COVID-19: Focusing on Wireless Emergency Alerts in Seoul. with Sungwook Yoon, Korea Intelligent Information Systems Society Fall Conference (KIISS), December, 2021.
2021
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Impact of Impulsiveness on Mobile Banking Usage: Moderating Effect of Credit Card Use and Mediating Effect of SNS Addiction. with Youmi Lee, Korea Intelligent Information Systems Society Spring Conference (KIISS), June, 2021.
2021
2020
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Application of Diversity of Recommender System According to User Preference Change. with Hyeyeon Na, Korea Intelligent Information Systems Society Fall Conference (KIISS), November, 2020.
2020
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Recommendation Efficiency of AI versus Experts: An Experimental Study on Fashion Style Recommendation in E-commerce. with Jooyoung Kim, Korea Intelligent Information Systems Society Spring Conference (KIISS), June, 2020.
2020
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Graph-Based Recommender System Considering Recommendation Diversity. with Hyeyeon Na, Korea Intelligent Information Systems Society Spring Conference (KIISS), June, 2020.
2020
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Comparison of ELM Predictions for Real-Time Peak Cylinder Pressure and IMEP Optimization through Engine Data Classification. with Byungseok Lee and Nohyoon Seong, Korea Intelligent Information Systems Society Spring Conference (KIISS), June, 2020.
2020
2019
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Context-Dependent Preferences and Image-Based Deep-Learning Recommendations: Effects on Consumer Choice in Online Shopping. with Heeseung Lee and Wonseok Oh, Korea Society of Management Information Systems Fall Conference (KMIS), November, 2019.
2019
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A "Falsely-Framed" Choice: A Randomized Field Experiment on the Attraction Effects in Recommender Systems. with Hyelin Oh, Wonseok Oh, and Nohyoon Seong, Korea Society of Management Information Systems Fall Conference (KMIS), November, 2019.
2019Best Paper Award
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Predicting Stock Movements Based on Financial News with Systematic Group Identification. with Nohyoon Seong, Korea Intelligent Information Systems Society Spring Conference (KIISS), June, 2019.
2019
2018
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Types of Shopping Website Navigation and Purchase Process Pattern Analysis. with Kyungbin Choi, Korea Intelligent Information Systems Society Fall Conference (KIISS), November, 2018.
2018
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Effects of Online Multi-Channel Marketing and Channel Switching Considering Device Types. with Hajeong Shin, Korea Society of Management Information Systems Fall Conference (KMIS), November, 2018.
2018
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Prediction of Block-Buster Drama through Initial Viewing-Time Pattern Analysis. with Woochan Jung and Nohyoon Seong, Korea Intelligent Information Systems Society Spring Conference (KIISS), June, 2018.
2018
2017
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Online News-Based Stock Prediction Considering Intra-Sector Homogeneity. with Nohyoon Seong, Korea Intelligent Information Systems Society Fall Conference (KIISS), November, 2017.
2017
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Combining Macro-Economic Effects with Sentiment Analysis of Online News for Stock Index Prediction. with Nohyoon Seong, Korea Intelligent Information Systems Society Conference (KIISS), August, 2017.
2017
-
SKU Recommender System for Retail Stores that Carry Identical Brands Using Collaborative Filtering and Hybrid Filtering. with Yongmin Joe, Korea Intelligent Information Systems Society Conference (KIISS), August, 2017.
2017Best Paper Award
2016
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Implications from Industry-Specific Applications of the Internet of Things. with Chanhee Kwak, Hyukgu Kwon, Junetae Kim, Heeseok Lee, Wonseok Oh, and Byungtae Lee, Korea Society of Management Information Systems Fall Conference (KMIS), November, 2016.
2016