DI LAB

Professor

Byung-Won On is a professor in School of Software, Kunsan National University, Gunsan-si, Jeollabuk-do, Korea. He has been also leading Data Intelligence Lab at the same university. In 2007, he earned his PhD degree in Department of Computer Science and Engineering at the Pennsylvania State University at University Park, PA, USA. He also received his MS degree in Department of Computer Science and Engineering at Korea University, Seoul, Korea in 2000. His recent research interests are around Data Mining(esp. Probability Theory and Applications), Machine Learning, Artificial Intelligence, and Reinforcement Learning, mainly working on


In addition, he is serving in various academic and social activities as:

Work Experience

Book Chapters

Selected Publications [Full Publications]

+Google Scholar with Byung-Won On +DBLP: List of computer science publications by Byung-Won On

Patents and Software Copyrights

  • Byung-Won On and Min-Seong Choi, Method and apparatus of generating training data for sentiment analysis, Korea Patent(No. 10-2348177), January 3, 2022
  • Byung-Won On and Jeong-Jae Kim, Fake news recognizing method based on deep learning and apparatus of thereof, Korea Patent(No. 10-2333325), November 26, 2021
  • Byung-Won On, Product evolution mining method and apparatus thereof, Korea Patent(No. 10-2299525), September 1, 2021
  • Byung-Won On and Jeong-Jae Kim, Information classification method based on deep learning and apparatus thereof, Korea Patent(No. 10-2269737), June 22, 2021
  • Gyu Sang Choi, Byung-Won On, and Ingyu Lee, Method for hash collision detection based on the sorting unit of the bucket, US Patent(No. 10628487), April 21, 2020
  • Byung-Won On, Sang-Min Park, Joongwook Ahn, and Sunyoung Oh, Method and apparatus for automating topic model using Latent Dirichlet Allocation, Korea Patent(No. 10-2052823), November 29, 2019
  • Byung-Won On, Sang-Min Park, Chulwon Na, and Harksoo Kim, KNU domain sentiment lexicon automatic generator, Software Copyright Registration (No. C-2019-013402), Korea Copyright Commission, May 10, 2019
  • Byung-Won On and Sang-Min Park, Method of mining object reputation and apparatus performing the same, Korea Patent(No. 10-1961012), March 15, 2019 (Transferred to Dr.Song in July 15, 2021)
  • Su-mok Jung and Byung-Won On, Reversible data concealment method, reversible watermarking method, reversible data concealment device, and reversible watermarking device for pixel value prediction based on spatial locality and surface characteristics, Korea Patent(No. 10-1875401), July 2, 2018
  • Gyu Sang Choi, Byung-Won On, and Ingyu Lee, Method for hash collision detection that is based on the sorting unit of the bucket, Korea Patent(No. 10-1866697), June 4, 2018
  • Byung-Won On, Sang-Min Park, and Chulwon Na, KNU Korean sentiment lexicon, Software Copyright Registration (No. C-2018-012645), Korea Copyright Commission, May 14, 2018 [ GitHub]
  • Gyu Sang Choi, Byung-Won On, and Elkhan Jabarov, Database method for PCM+ tree of non-volatile memory, Korea Patent(No. 10-1861475), May 8, 2018
  • Byung-Won On, Gyu Sang Choi, and Hyunkwang Shin, Method for analyzing digital content, Korea Patent(No. 10-1851890), April 18, 2018
  • Gyu Sang Choi, Byung-Won On, and Ingyu Lee, Method and device of heap sorting based on a memory device, US Patent(No. 9,824,033), November 21, 2017
  • Gyu Sang Choi, Byung-Won On, and Ingyu Lee, Method for hash-join using sorting calculation, and computer program, and storage medium operating thereof, Korea Patent(No. 10-1705444), February 3, 2017
  • Gyu Sang Choi, Byung-Won On, and Ingyu Lee, Method for heap sorting based on a memory device, Korea Patent(No. 10-1666307), October 7, 2016
  • Gyu Sang Choi, Byung-Won On, and Ingyu Lee, Database method for B+-tree based on PRAM, Korea Patent(No. 10-1438667), September 1, 2014

    • Research Grants

    Awards and Honors

    Teaching