Young-Duk Seo(서영덕)

Various data mining studies focusing on recommender systems with deep learning.

• Recommender systems for personalized and group recommendation with various deep learning techniques.
• Data Mining for analyzing data from IoT devices to find the hidden knowledge in smart home area.
• Natural Language Processing for Korean language education.

• 2020.09 ~ present, Assistant professor,
  Dept. of Computer Engineering, Inha University
• 2019.03 ~ 2020.08, Assistant professor,
  Dept. of Data Science, Sejong University
• 2018.09 ~ 2019.02, Post-Doc,
  Computer & Information security, Sejong University
• 2018.03 ~ 2018.08, Research professor,
  Computer, information & communication research institute, Korea University
• 2012.03 ~ 2018.02, Ph.D.
  Computer Science & Engineering, Korea University
• 2008.03 ~ 2012.02, B.S.
  Dept. of Computer & communication engineering, Korea University

• Morpheme-based Korean text cohesion analyzer (Oral)
  Dong-Hyun Kim, Seokho Ahn, Euijong Lee, Young-Duk Seo^*
  SoftwareX. 26, 2024. [pdf]
• WiSOM: WiFi-enabled self-adaptive system for monitoring the occupancy in smart buildings (Oral)
  Muhammad Salman, Lismer Andres Caceres-Najarro, Young-Duk Seo^*, Youngtae Noh
  Energy. 294, 2024. [pdf]
• Practical Implementation of Upgraded Low-Cost Sensors in Everyday Home Devices (Oral)
  Seokho Ahn, Hyungjin Kim, Euijong Lee, Young-Duk Seo^*
  ICCE 2024: IEEE International Conference on Consumer Electronics. [pdf]
• An integration method for optimizing the use of explicit and implicit feedback in recommender systems (Oral)
  SeungJoo Lee, Euijong Lee, Young-Duk Seo^*
  Journal of Ambient Intelligence and Humanized Computing. 14(12), 2024. [link]
• Relation Modeling on Knowledge Graph for Interoperability in Recommender Systems (Oral)
  SeungJoo Lee, Seokho Ahn, Young-Duk Seo^*
  SAC 2023: Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing. [pdf]
• Deep learning based self-adaptive framework for environmental interoperability in internet of things (Poster)
  Euijong Lee, Sukhoon Lee, Young-Duk Seo^*
  SAC 2022: Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing. [pdf]
• Self-Adaptive Framework With Master–Slave Architecture for Internet of Things
  Euijong Lee, Young-Duk Seo^*, Young-Gab Kim
  IEEE Internet of Things Journal. 9(17), 2022. [pdf]
• Group recommender system based on genre preference focusing on reducing the clustering cost
  Young-Duk Seo^*, Young-Gab Kim, Euijong Lee, Hyungjin Kim
  Expert Systems with Applications. 183, 2021. [pdf]
• A comprehensive survey on security and privacy for electronic health data
  Se-Ra Oh, Young-Duk Seo^*, Euijong Lee, Young-Gab Kim
  International Journal of Environmental Research and Public Health. 18(18), 2021. [pdf]
• A Survey on Standards for Interoperability and Security in the Internet of Things
  Euijong Lee, Young-Duk Seo^*, Se-Ra Oh, Young-Gab Kim
  IEEE Communications Surveys & Tutorials. 23(2), 2021. [pdf]
• Point of interest recommendations based on the anchoring effect in location-based social network services
  Young-Duk Seo^*, Yoon-Sik Cho
  Expert Systems with Applications. 164, 2021. [pdf]
• A Cache-based Model Abstraction and Runtime Verification for the Internet of Things Applications
  Euijong Lee, Young-Duk Seo^*, Young-Gab Kim
  IEEE Internet of Things Journal. 7(9), 2020. [pdf]
• Video on demand recommender system for internet protocol television service based on explicit information fusion
  Young-Duk Seo^*, Euijong Lee, Young-Gab Kim
  Expert Systems with Applications. 143, 2020. [pdf]
• A Survey on Security Requirements for WSNs: Focusing on the Characteristics Related to Security
  Jin-Yong Yu, Euijong Lee, Se-Ra Oh, Young-Duk Seo^*, Young-Gab Kim
  IEEE Access. 8, 2020. [pdf]
• Self-Adaptive Framework Based on MAPE Loop for Internet of Things
  Euijong Lee, Young-Duk Seo^*, Young-Gab Kim
  Sensors. 19(13), 2019. [pdf]
• A Nash equilibrium based decision-making method for internet of things
  Euijong Lee, Young-Duk Seo^*, Young-Gab Kim
  Journal of Ambient Intelligence and Humanized Computing. 2019. [pdf]
• Self-Adaptive Framework with Game Theoretic Decision Making for Internet of Things
  Euijong Lee, Young-Gab Kim, Young-Duk Seo^*, Doo-Kwon Baik
  TENCON 2018: International technical conference of IEEE Region 10. [pdf]
• VPL-Based Big Data Analysis System: UDAS
  Hyunjin Choi, Jangwon Gim, Young-Duk Seo^*, Doo-Kwon Baik
  IEEE Access. 6, 2018. [pdf]
• An enhanced aggregation method considering deviations for a group recommendation
  Young-Duk Seo^*, Young-Gab Kim, Euijong Lee, Kwang-Soo Seol, Doo-Kwon Baik
  Expert Systems with Applications. 93, 2018. [pdf]
• Privacy-preserving attribute-based access control model for XML-based electronic health record system
  Kwangsoo Seol, Young-Gab Kim, Euijong Lee, Young-Duk Seo^*, Doo-Kwon Baik
  IEEE Access. 6, 2018. [pdf]
• Design of a smart greenhouse system based on MAPE-K and ISO/IEC-11179
  Young-Duk Seo^*, Young-Gab Kim, Euijong Lee, Kwang-Soo Seol, Doo-Kwon Baik
  ICCE 2018: IEEE International Conference on Consumer Electronics. [pdf]
• RINGA: Design and verification of finite state machine for self-adaptive software at runtime
  Euijong Lee, Young-Gab Kim, Young-Duk Seo^*, Kwangsoo Seol, Doo-Kwon Baik
  Information and Software Technology. 93, 2018. [pdf]
• An Evaluation Method for Content Analysis Based on Twitter Content Influence
  Euijong Lee, Young-Gab Kim, Young-Duk Seo^*, Kwangsoo Seol, Doo-Kwon Baik
  IJSEKE: International Journal of Software Engineering and Knowledge Engineering. 27(5), 2017. [pdf]
• Runtime verification method for self-adaptive software using reachability of transition system model
  Euijong Lee, Young-Gab Kim, Young-Duk Seo^*, Kwangsoo Seol, Doo-Kwon Baik
  SAC 2017: Proceedings of the Symposium on Applied Computing. [pdf]
• Personalized recommender system based on friendship strength in social network services
  Young-Duk Seo^*, Young-Gab Kim, Euijong Lee, Doo-Kwon Baik
  Expert Systems with Applications. 69, 2017. [pdf]

• Fall, CSE1112: Introduction to Computer Engineering
• Fall, CSE2105: Computational Linear Algebra in Computer Science
• Fall, IGB5054: Neural Networks
• Fall, ECE7108: Recommender Systems
• Fall, GED6009: Net-Zero using AI and SW
• Fall, IGZ5006: Introduction to Artificial Intelligence
• Spring, CSE2113: Introduction to Open Source SW
• Spring, CSE1112: Introduction to Computer Engineering
• Spring, CSE3207: Database
• Spring, CSE4205: Capstone Design in CSE
• Spring, ECE6065: Data Science