Jinseok Kim
Research Assistant Professor, Survey Research Center, Institute for Social Research, Research Assistant Professor, Information and Adjunct Lecturer in Information, School of Information
- Email Jinseok Kim
- (734)763-4994
- CV (PDF)
BIO
Jinseok Kim received his doctorate degree in Library and Information Science from the School of Information Sciences at the University of Illinois Urbana-Champaign in 2017. His work focuses on how data quality control can affect knowledge discovery from big data. Recently, Jinseok is working on the automation of supervised author name disambiguation in digital libraries using automatically labeled data and record linkage, to be used to gain insights about international science and engineering research trends. He obtained his M.A. in Communication from the University of Illinois at Urbana-Champaign in 2012, and his B.A. in English Literature from Yonsei University (South Korea) in 2001.
- Jinseok Kim, Jenna Kim, Jinmo Kim. 2023. Effect of Chinese characters on machine learning for Chinese author name disambiguation: A counterfactual evaluation. Journal of Information Science 49(3):711-725.
- Jenna Kim, Jinmo Kim, Aejin Lee, Jinseok Kim. 2023. Bat4RCT: A suite of benchmark data and baseline methods for text classification of randomized controlled trials. PLOS ONE 18(3):e0283342.
- Jinseok Kim, Kim, Jenna. 2023. CluEval: A Python tool for evaluating clustering performance in named entity disambiguation. Software Impacts 16:100510.
- Kim, Jinseok, Jenna Kim, Jason Owen‐Smith. 2021. Ethnicity-based name partitioning for author name disambiguation using supervised machine learning. Journal of the Association for Information Science and Technology
- Kim, Jinseok, Jenna Kim, Owen-Smith, Jason D. 2021. Ethnicity-based name partitioning for author name disambiguation using supervised machine learning. Journal of the Association for Information Science and Technology 72(8):979-994.
- Kim, Jinseok, Owen-Smith, Jason D. 2021. ORCID-linked labeled data for evaluating author name disambiguation at scale. Scientometrics 126(3):2057-2083.
- Kim, Jinseok, Jenna Kim. 2020. Effect of Forename String on Author Name Disambiguation. Journal of the Association for Information Science and Technology 71(7):839-855.
- Kim, Jinseok, Owen-Smith, Jason D. 2020. Model Reuse in Machine Learning for Author Name Disambiguation: An Exploration of Transfer Learning. IEEE Access 8:188378-188389.
- Kim, Jinseok, Owen-Smith, Jason D. 2020. Model Reuse in Machine Learning for Author Name Disambiguation: An Exploration of Transfer Learning. 8:188378-188389.
- Kim, Jinseok, Jenna Kim. 2020. Effect of forename string on author name disambiguation. Journal of the Association for Information Science and Technology 71(7):839-855.