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Jeong-hoon Lee

Research Professor in Data Systems Lab

Interests

  • Graph Databases
  • Sensor Networks
  • Information Retrieval

Languages

  • Korean (Native)
  • English (Professional)

About Me

I am a Research Professor in the Dept. of Convergence IT Engineering at Pohang University of Science and Technology (POSTECH). I received Ph.D. degree in Computer Science from Korea Advanced Institute of Science and Technology (KAIST), Korea, in 2010. I am interested in object-relational databases, graph databases, sensor networks, information retrieval, web/web protocols, and peer-to-peer systems. I am doing research under the supervision of Professor Wook-Shin Han.

Experiences

Research Professor in the Dept. of Convergence IT Engineering

2015 ~ present
Pohang University of Science of Technology (POSTECH)

Post-Doc. in the Dept. of Convergence IT Engineering

2013 - 2015
Pohang University of Science of Technology (POSTECH)

Publications

  • Heo, G., Xie, Q., Min, S., and Lee, J., “Combining Entity Co-occurrence with Specialized Word Embeddings to Measure Entity Relation in Alzheimer’s Disease,” BMC Medical Information and Decision Making, 19, 40, 2019 (SCIE)
  • Song, M., Baek, S., Heo, G., and Lee, J., “Inferring Drug Protein-Side Effect Relationships from Biomedical Text,” Genes, 10, 159, 2019 (SCIE)
  • Heo, G., Kang, Y., Song, M., and Lee, J., “Analyzing the Field of Bioinformatics with the Multi- faceted Topic Modeling Technique,” BMC Bioinformatics, 18(Suppl. 7):251, pp. 45-57, June 2017 (SCIE)
  • Kim, M., Lee, S., Han, W., Park, H., and Lee, J., “DSP-CC: IO Efficient Parallel Computation of Connected Components in Billion-scale Networks,” IEEE Transactions on Knowledge and Data Engineering, Vol. 27, No. 11, pp. 2658-2671, April 2015 (SCI)
  • Lee, J., Kasperovics, R., Han, W., Kim, M., Lee, J., and Cho, H., “An Efficient Algorithm for Updating Regular Expression Indexes in RDF Databases,” Int’l Journal of Data Mining and Bioinformatics, Vol. 11, No. 2, pp. 205-222, 2015 (SCIE)
  • Lim, C., Lee, J., Park, M., and Hyun, S., “Design and Implementation of Spatial Operators and Energy- efficient Query Processing Strategy in Wireless Sensor Network Database System,” International Journal of Distributed Sensor Networks, Article 509471, pp.1–17, 2014 (SCIE)
  • Lim, S., Nasridinov, A., Lee, J., and Park, Y., “Efficient duality-based subsequence matching on time-series data in green computing,” The Journal of Supercomputing, Vol.69, No.3, pp. 1039-1053, 2014 (SCIE)
  • Lee, J., Han, W., An, K., and Sung, K., “Toward Intelligent In-vehicle Sensor Database Management Systems,” Multimedia Tools and Applications, August 2013 (SCIE)
  • Han, W., Kwak, W., Yu, H., Lee, J., and Kim, M., “Leveraging spatial join for robust tuple extraction from web pages,” Information Sciences, Vol. 261, pp.132-148, March 2014 (SCI)
  • Lee, J., Han, W., Kim, J., and Lee, J., “Partitioned-Tree Nested Loop Join: An Efficient Join for Spatial-Temporal Interval Join,” IEICE Transactions on Information and Systems, Vol. E96- D, No. 5, pp. 1206-1210, May 2013 (SCIE)
  • Lee, J., Pham, M., Lee, J., Han, W., Cho, H., Yu. H., and Lee, J., “Processing SPARQL Queries with Regular Expressions in RDF Databases,” BMC BioInformatics, Vol.12, Suppl 2:S6, March 2011 (SCIE)
  • Lee, J., Whang, K., Lim, H., Lee, B., and Heo, J., “Progressive Processing of Continuous Range Queries in Hierarchical Wireless Sensor Networks,” IEICE Transactions on Information and Systems, Vol. E-93D, No.7, pp. 1832-1847, July 2010 (SCIE)
  • Nguyen, T., Heo, J., Lee, J., Kim, Y., and Whang, K., “Query Expansion Using Augmented Terms in an Extended Boolean Model,” Journal of Computing Science and Engineering, Vol.2, No.1, pp. 26-43, March 2008
  • Lee, J., Kasperovics, R., Han, W., Lee., J., Kim, M., and Cho, H., “An Effective Algorithm for Updating Regular Expression Indexes in RDF Databases,” International Journal of Data Mining and Bioinformatics, Vol. 11, No. 2, pp. 205-222, 2015 (SCIE)
  • Kim, K., Seo, I., Han, W., Lee, J., Hong, S., Chafi, H., Shin, H., and Jeong, G., “TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data,” In Proceedings of 44th Int’l Conf. on Management of Data, ACM SIGMOD, Huston, USA, June 2018
  • Kim, H., Lee, J., Bhowmick, S., Han, W., Lee, J., Ko, S., and Jarrah, M., “DualSim: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine,” In Proc. 42nd Int’l conf. on Management of Data, ACM SIGMOD, pp. 1231-1245, San Francisco, USA, June 2016
  • Kim, M., Lee, S., Han, W., Park, H., and Lee, J., “DSP-CC: I/ O Efficient Parallel Computation of Connected Components in Billion-scale Networks (Extended Abstract),” In Proceedings of 32nd Int’l Conference on Data Engineering (ICDE 2016), pp. 1504-1505, Helsinki, Filand, 2016 (invited to TKDE track of ICDE 2016)
  • Han, W., Lee, J., and Lee, J., “TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases,” In Proceedings of 39th International Management of Data, ACM SIGMOD, pp. 337- 348, New York, USA, June 2013
  • Han, W., Lee, S., Park, K., Lee, J., Kim, M., Kim, J., and Yu, H., “TurboGraph: A Fast Parallel Graph Engine Handling Billion- scale Graphs in a Single PC,” In Proceedings of the 19th ACM SIGKDD Int’l Conference on Knowledge, Discovery, and Data Mining, KDD, pp. 77-85, Chicago, USA, August 11-14, 2013
  • Han, W., Lee, J., Kasperovics, R., and Lee, J. “An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases,” In Proceedings of 39th In Int’l Conference on Very Large Data Bases/ Proceedings of the VLDB Endowment(PVLDB), Vol. 6, No. 2, pp. 133-144, December 2012