• 1346 Citations
  • 19 h-Index
19982020

Research output per year

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Research Output

Article

A bird's-eye view of Alzheizmer's disease research: Reflecting different perspectives of indexers, authors, or citers in mapping the field

Lee, D., Kim, W. C., Charidimou, A. & Song, M., 2015, In : Journal of Alzheimer's Disease. 45, 4, p. 1207-1222 16 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

A comparison study on algorithms of detecting long forms for short forms in biomedical text

Torii, M., Hu, Z. Z., Song, M., Wu, C. H. & Liu, H., 2007 Nov 27, In : BMC bioinformatics. 8, SUPPL. 9, S5.

Research output: Contribution to journalArticle

22 Citations (Scopus)

A context-based ABC model for literature-based discovery

Kim, Y. H. & Song, M., 2019 Apr, In : PloS one. 14, 4, e0215313.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

A data-driven analysis of the knowledge structure of library science with full-text journal articles

Timakum, T., Kim, G. & Song, M., 2020 Jun 1, In : Journal of Librarianship and Information Science. 52, 2, p. 345-365 21 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Adopting text mining on rehabilitation therapy repositioning for stroke

Meng, G., Huang, Y., Yu, Q., Ding, Y., Wild, D., Zhao, Y., Liu, X. & Song, M., 2019 Feb 7, In : Frontiers in Neuroinformatics. 13, 17.

Research output: Contribution to journalArticle

Open Access

A dynamic and semantically-aware technique for document clustering in biomedical literature

Min, S., Xiaohua, H., Illhoi, Y. & Koppel, E., 2009 Oct, In : International Journal of Data Warehousing and Mining. 5, 4, p. 44-57 14 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

An adaptable fine-grained sentiment analysis for summarization of multiple short online reviews

Amplayo, R. K. & Song, M., 2017 Jul, In : Data and Knowledge Engineering. 110, p. 54-67 14 p.

Research output: Contribution to journalArticle

24 Citations (Scopus)

Analyzing the field of bioinformatics with the multi-faceted topic modeling technique

Heo, G. E., Kang, K. Y., Song, M. & Lee, J. H., 2017 May 31, In : BMC bioinformatics. 18, 251.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Analyzing the political landscape of 2012 korean presidential election in twitter

Song, M., Kim, M. C. & Jeong, Y. K., 2014, In : IEEE Intelligent Systems. 29, 2, p. 18-26 9 p., 6832880.

Research output: Contribution to journalArticle

32 Citations (Scopus)

Analyzing topic evolution in bioinformatics: investigation of dynamics of the field with conference data in DBLP

Song, M., Heo, G. E. & Kim, S. Y., 2014, In : Scientometrics. 101, 1, p. 397-428 32 p.

Research output: Contribution to journalArticle

24 Citations (Scopus)

An application of convolutional neural networks with salient features for relation classification

Dashdorj, Z. & Song, M., 2019 May 29, In : BMC bioinformatics. 20, 244.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

A preliminary study of clinical abbreviation disambiguation in real time

Wu, Y., Denny, J. C., Rosenbloom, S. T., Miller, R. A., Giuse, D. A., Song, M. & Xu, H., 2015, In : Applied Clinical Informatics. 6, 2, p. 364-374 11 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

A scalable and adaptive method for finding semantically equivalent cue words of uncertainty

Chen, C., Song, M. & Heo, G. E., 2018 Feb, In : Journal of Informetrics. 12, 1, p. 158-180 23 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

A semi-supervised efficient learning approach to extract biological relationships from web-based biomedical digital library

Hu, X., Lin, T. Y., Song, I. Y., Lin, X., Yoo, I. & Song, M., 2006, In : Web Intelligence and Agent Systems. 4, 3, p. 327-339 13 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Author credit-assignment schemas: A comparison and analysis

Xu, J., Ding, Y., Song, M. & Chambers, T., 2016 Aug 1, In : Journal of the Association for Information Science and Technology. 67, 8, p. 1973-1989 17 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)

Building a PubMed knowledge graph

Xu, J., Kim, S., Song, M., Jeong, M., Kim, D., Kang, J., Rousseau, J. F., Li, X., Xu, W., Torvik, V. I., Bu, Y., Chen, C., Ebeid, I. A., Li, D. & Ding, Y., 2020 Dec 1, In : Scientific Data. 7, 1, 205.

Research output: Contribution to journalArticle

Open Access

Building the process-drug-side effect network to discover the relationship between biological Processes and side effects

Lee, S., Lee, K. H., Song, M. & Lee, D., 2011 Mar 29, In : BMC bioinformatics. 12, SUPPL. 2, S2.

Research output: Contribution to journalArticle

53 Citations (Scopus)

Characterizing user interest in NoSQL databases of social question and answer data

Lee, M., Jeon, S. & Song, M., 2020 May 1, In : Journal of Supercomputing. 76, 5, p. 3866-3881 16 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Coherence analysis of research and education using topic modeling

Lee, H., Kwak, J., Song, M. & Kim, C. O., 2015 Feb 1, In : Scientometrics. 102, 2, p. 1119-1137 19 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Combining active learning and semi-supervised learning techniques to extract protein interaction sentences.

Song, M., Yu, H. & Han, W. S., 2011, In : BMC bioinformatics. 12 Suppl 12, p. S4 S4.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Combining entity co-occurrence with specialized word embeddings to measure entity relation in Alzheimer's disease

Heo, G. E., Xie, Q., Song, M. & Lee, J. H., 2019 Dec 5, In : BMC Medical Informatics and Decision Making. 19, 240.

Research output: Contribution to journalArticle

Open Access

Combining supervised learning techniques to key-phrase extraction for biomedical full-text

Qi, Y., Song, M., Yoon, S. C. & Watrous-De Versterre, L., 2011 Jan, In : International Journal of Intelligent Information Technologies. 7, 1, p. 33-44 12 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)
2 Citations (Scopus)

Content- and proximity-based author co-citation analysis using citation sentences

Kim, H. J., Jeong, Y. K. & Song, M., 2016 Nov 1, In : Journal of Informetrics. 10, 4, p. 954-966 13 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)

Content-based author co-citation analysis

Jeong, Y. K., Song, M. & Ding, Y., 2014 Jan, In : Journal of Informetrics. 8, 1, p. 197-211 15 p.

Research output: Contribution to journalArticle

78 Citations (Scopus)

Content-based citation analysis: The next generation of citation analysis

Ding, Y., Zhang, G., Chambers, T., Song, M., Wang, X. & Zhai, C., 2014 Sep, In : Journal of the Association for Information Science and Technology. 65, 9, p. 1820-1833 14 p.

Research output: Contribution to journalArticle

96 Citations (Scopus)

Design and development of a cross search engine for multiple heterogeneous databases using UML and design patterns

Song, M., Song, I. Y. & Chen, P. P., 2004 Mar, In : Information Systems Frontiers. 6, 1, p. 77-90 14 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Designing and developing an automatic interactive keyphrase extraction system with Unified Modeling Language (UML)

Song, M., Song, I. Y. & Hu, X., 2004 Nov, In : Proceedings of the ASIST Annual Meeting. 41, p. 367-372 6 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Detecting duplicate biological entities using Markov random field-based edit distance

Song, M. & Rudniy, A., 2010 Nov, In : Knowledge and Information Systems. 25, 2, p. 371-387 17 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Detecting duplicate biological entities using shortest path edit distance

Rudniy, A., Song, M. & Geller, J., 2010 Jul, In : International Journal of Data Mining and Bioinformatics. 4, 4, p. 395-410 16 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Detecting evolution of bioinformatics with a content and co-authorship analysis

Song, M., Yang, C. C. & Tang, X., 2013 Jun 14, In : SpringerPlus. 2, 1, p. 1-11 11 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Detecting the knowledge structure of bioinformatics by mining full-text collections

Song, M. & Kim, S. Y., 2013 Jul, In : Scientometrics. 96, 1, p. 183-201 19 p.

Research output: Contribution to journalArticle

36 Citations (Scopus)

Developing a hybrid dictionary-based bio-entity recognition technique

Song, M., Yu, H. & Han, W. S., 2015 May 20, In : BMC Medical Informatics and Decision Making. 15, 1, S9.

Research output: Contribution to journalArticle

20 Citations (Scopus)

Developing a supervised learning-based social media business sentiment index

Lee, H., Lee, N., Seo, H. & Song, M., 2020 May 1, In : Journal of Supercomputing. 76, 5, p. 3882-3897 16 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Discovering context-specific relationships from biological literature by using multi-level context terms

Lee, S., Choi, J., Park, K., Song, M. & Lee, D., 2012, In : BMC Medical Informatics and Decision Making. 12, SUPPL. 1, S1.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Discovering implicit entity relation with the gene-citation-gene network

Song, M., Han, N. G., Kim, Y. H., Ding, Y. & Chambers, T., 2013 Dec 17, In : PloS one. 8, 12, e84639.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Discovering New Genes in the Pathways of Common Sporadic Neurodegenerative Diseases: A Bioinformatics Approach

Kim, Y. H., Beak, S. H., Charidimou, A. & Song, M., 2016 Feb 27, In : Journal of Alzheimer's Disease. 51, 1, p. 293-312 20 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Enhancing biomedical concept extraction using semantic relationship weights

Bleik, S., Xiong, W. & Song, M., 2013, In : International Journal of Data Mining and Bioinformatics. 7, 3, p. 303-321 19 p.

Research output: Contribution to journalArticle

Enriching plausible new hypothesis generation in PubMed

Baek, S. H., Lee, D., Kim, M., Lee, J. H. & Song, M., 2017 Jul, In : PloS one. 12, 7, e0180539.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Ensemble analysis of topical journal ranking in bioinformatics

Song, M., Kim, S. Y. & Lee, K., 2017 Jun 1, In : Journal of the Association for Information Science and Technology. 68, 6, p. 1564-1583 20 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Entitymetrics: Measuring the Impact of Entities

Ding, Y., Song, M., Han, J., Yu, Q., Yan, E., Lin, L. & Chambers, T., 2013 Aug 29, In : PloS one. 8, 8, e71416.

Research output: Contribution to journalArticle

32 Citations (Scopus)

EPHA6 rs4857055 C > T polymorphism associates with hypertension through triglyceride and LDL particle size in the Korean population

Kim, M., Yoo, H. J., Kim, M., Kim, J., Baek, S. H., Song, M. & Lee, J. H., 2017 Dec 6, In : Lipids in Health and Disease. 16, 1, 230.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Establishing a baseline for literature mining human genetic variants and their relationships to disease cohorts

Verspoor, K. M., Heo, G. E., Kang, K. Y. & Song, M., 2016 Jul 18, In : BMC Medical Informatics and Decision Making. 16, 68.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Examining drug and side effect relation using author-entity pair bipartite networks

Jeong, Y. K., Xie, Q., Yan, E. & Song, M., 2020 Feb, In : Journal of Informetrics. 14, 1, 100999.

Research output: Contribution to journalArticle

Open Access

Examining influential factors for acknowledgements classification using supervised learning

Song, M., Kang, K. Y., Timakum, T. & Zhang, X., 2020 Feb 1, In : PloS one. 15, 2, e0228928.

Research output: Contribution to journalArticle

Open Access

Exploring author name disambiguation on PubMed-scale

Song, M., Kim, E. H. J. & Kim, H. J., 2015 Oct 1, In : Journal of Informetrics. 9, 4, p. 924-941 18 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Exploring characteristics of highly cited authors according to citation location and content

An, J., Kim, N., Kan, M. Y., Chandrasekaran, M. K. & Song, M., 2017 Aug 1, In : Journal of the Association for Information Science and Technology. 68, 8, p. 1975-1988 14 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Exploring characteristics of video consuming behaviour in different social media using K-pop videos

Kim, Y. H., Lee, D., Han, N. G. & Song, M., 2014 Dec 12, In : Journal of Information Science. 40, 6, p. 806-822 17 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Fast max-margin clustering for unsupervised word sense disambiguation in biomedical texts

Duan, W., Song, M. & Yates, A., 2009 Mar 19, In : BMC bioinformatics. 10, SUPPL. 3, S4.

Research output: Contribution to journalArticle

14 Citations (Scopus)

Finding rising stars in bibliometric networks

Daud, A., Song, M., Hayat, M. K., Amjad, T., Abbasi, R. A., Dawood, H. & Ghani, A., 2020 Jul 1, In : Scientometrics. 124, 1, p. 633-661 29 p.

Research output: Contribution to journalArticle