Research Interests
Text Mining, Web and Social Media Mining, Bioinformatics, Information Visualization, Bibliometrics, Big Data Analytics
Education
M.A. (Candidate)
Department of Library and Information Science, Yonsei University
March 2014 – Present
B.A.
Department of Business Administration, Yonsei University (Dual Degree)
Department of Library and Information Science, Yonsei University
March 2010 – February 2014
Awards and Honors
Graduate School of Yonsei University Best Paper Award | May 2015
Certificate of Merit
with the paper titled "A Bird's-Eye View of Alzheimer's Disease Research: Reflecting Different Perspectives of Indexers, Authors, or Citers in Mapping the Field"
Honors and Distinction in the Bachelor's Degree of Yonsei University | February 2014
Summa Cum Laude
Publications
Journal Papers
Song, M., Kim, W. C., Lee, D., Heo, G. E., & Kang, K. Y.(2015). PKDE4J: Entity and Relation Extraction for Public Knowledge Discovery. Journal of biomedical informatics. doi: http://dx.doi.org/10.1016/j.jbi.2015.08.008 [Epub ahead of print] (SCI)
Lee, D., Kim, W. C., Charidimou, A., & Song, M. (2015). A Bird's-Eye View of Alzheimer's Disease Research: Reflecting Different Perspectives of Indexers, Authors, or Citers in Mapping the Field. Journal of Alzheimer's disease: JAD, 45(4), 1207-1222. (SCIE)
Song, M., Heo, G. E., & Lee, D. (2015). Identifying the landscape of Alzheimer’s disease research with network and content analysis. Scientometrics, 102(1), 905-927. (SSCI)
Kim, Y. H., Lee, D., Han, N. G., & Song, M. (2014). Exploring characteristics of video consuming behaviour in different social media using K-pop videos. Journal of Information Science, 40(6), 806-822. (SSCI)
Conference Posters
Lee, D., Kim, W. C., & Song, M. (2015, May). Finding the Differences between the Perceptions of Experts and the Public in the Field of Diabetes. In Proceedings of the 24th International Conference on World Wide Web Companion (p.57-58). International World Wide Web Conferences Steering Committee.
Jeong, Y. K., Lee, D., & Song, M. (2014, November). An Exploration of the Collaborative Networks for Clinical and Academic Domains in AIDS Research: A Spatial Scientometric Approach. In Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics (DTMBIO@CIKM 2014) (p.5). ACM.
Jeong, Y. K., Lee, D., Han, N.-G., Kim, W. C., & Song, M. (2014, November). Biomedical Named Entity Recognition based on the Combination of Regional and Global Text Features. In Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics (DTMBIO@CIKM 2014) (p.33). ACM.
Kim, Y., Lee, D., Hahm, J. E., Han, N., & Song, M. (2014, April). Investigating socio-cultural behavior of users reflected in different social channels on K-pop. In Proceedings of the Companion Publication of the 23rd International Conference on World Wide Web Companion (p.325-326). International World Wide Web Conferences Steering Committee.
Workshop Papers
Lee, D. (2015, February). Hypothesis Development Using Directed Network-based Biomedical Literature Mining. BK 21+ International Workshop on Mining Big Text 2015.