• 1346 Citations
  • 19 h-Index
19982020

Research output per year

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Research Output

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 comparative study of an unsupervised word sense disambiguation approach

Xiong, W., Song, M. & DeVersterre, L. W., 2013 Mar 31, Bioinformatics: Concepts, Methodologies, Tools, and Applications. IGI Global, Vol. 3. p. 1306-1316 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

A comparative study of an unsupervised word sense disambiguation approach

Xiong, W., Song, M. & deDeversterre, L. W., 2011, Applied Natural Language Processing: Identification, Investigation and Resolution. IGI Global, p. 412-422 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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)

A hybrid abbreviation extraction technique for biomedical literature

Song, M. & Yoo, I., 2007, Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007. p. 42-47 6 p. 4413035. (Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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)

An automatic unsupervised querying algorithm for efficient information extraction in biomedical domain

Song, M., Song, I. Y., Hu, X. & Allen, R. B., 2005, Advances in Knowledge Discovery and Data Mining - 9th Pacific-Asia Conference, PAKDD 2005, Proceedings. Springer Verlag, p. 173-179 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3518 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An ontology-based approach to sentiment classification of mixed opinions in online restaurant reviews

Kim, H. J. & Song, M., 2013, Social Informatics - 5th International Conference, SocInfo 2013, Proceedings. p. 95-108 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8238 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

An outcome discovery system to determine mortality factors in primary care facilities

Murillo, J. & Song, M., 2009, 3rd ACM International Workshop on Data and Text Mining in Bioinformatics, DTMBIO'09, Co-located with the 18th ACM International Conference on Information and Knowledge Management, CIKM 2009. p. 95-96 2 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 prototype application for real-time recognition and disambiguation of clinical abbreviations

Wu, Y., Denny, J. C., Rosenbloom, S. T., Miller, R. A., Giuse, D. A., Song, M. & Xu, H., 2013, DTMBIO 2013 - Proceedings of the 7th International Workshop on Data and Text Mining in Biomedical Informatics, Co-located with CIKM 2013. p. 7-8 2 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

A quantitative assessment of SENSATIONAL with an exploration of its applications

Xiong, W., Song, M. & Watrous-deVersterre, L., 2010, Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23. p. 289-294 6 p. (Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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)

A technique for suggesting related Wikipedia articles using link analysis

Markson, C. & Song, M., 2012, JCDL '12 - Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 345-346 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A trend analysis of domain-specific literatures with content and co-author network similarity

Yang, C. C., Tang, X., Song, M. & Kim, S., 2012, The Outreach of Digital Libraries: A Globalized Resource Network - 14th International Conference on Asia-Pacific Digital Libraries, ICADL 2012, Proceedings. p. 73-76 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7634 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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)

Automatic extraction for creating a lexical repository of abbreviations in the biomedical literature

Song, M., Song, I. Y. & Lee, K. J., 2006, Data Warehousing and Knowledge Discovery - 8th International Conference, DaWaK 2006, Proceedings. Springer Verlag, p. 384-393 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4081 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Automatic extraction of abbreviation for emergency management websites

Song, M. & Chang, P., 2008 Jan 1, Proceedings of ISCRAM 2008 - 5th International Conference on Information Systems for Crisis Response and Management. Information Systems for Crisis Response and Management, ISCRAM, p. 93-100 8 p. (Proceedings of ISCRAM 2008 - 5th International Conference on Information Systems for Crisis Response and Management).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Automatic Query Expansion with Keyphrases and POS Phrase Categorization for Effective Biomedical Text Mining

Song, M. & Song, I. Y., 2007 May 23, Knowledge Discovery in Bioinformatics: Techniques, Methods, and Applications. John Wiley & Sons, Inc., p. 197-207 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Bibliomapper: a cluster-based information visualization technique

Song, M., 1998, p. 130-136. 7 p.

Research output: Contribution to conferencePaper

9 Citations (Scopus)

BioKeySpotter: An Unsupervised Keyphrase Extraction Technique in the Biomedical Full-Text Collection

Song, M. & Tanapaisankit, P., 2012, Data Mining: Foundations and Intelligent Paradigms: Volume 3:Medical,Health, Social, Biological and other Applications. Holmes, D. & Jain, L. (eds.). p. 19-27 9 p. (Intelligent Systems Reference Library; vol. 25).

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Biomedical concept extraction using concept graphs and ontology-based mapping

Bleik, S., Xiong, W., Wang, Y. & Song, M., 2010, Proceedings - 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010. p. 553-556 4 p. 5706627. (Proceedings - 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Biomedical text categorization with concept graph representations using a controlled vocabulary

Mishra, M., Huan, J., Bleik, S. & Song, M., 2012, Proc. of the 11th Int. Workshop on Data Mining in Bioinformatics, BIOKDD 2012 - Held in Conjunction with the 18th ACM SIGKDD Int. Conference on Knowledge Discovery and Data Mining, SIGKDD'12. p. 26-32 7 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 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)

Cerebral amyloid angiopathy research: On the verge of an explosion?

Charidimou, A., Fox, Z., Werring, D. J. & Song, M., 2015 Jul 1, In : International Journal of Stroke. 10, 5, p. E47-E48

Research output: Contribution to journalLetter

3 Citations (Scopus)

CGM: A biomedical text categorization approach using concept graph mining

Bleik, S., Song, M., Smalter, A., Huan, J. & Lushington, G., 2009, Proceedings - 2009 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2009. p. 38-43 6 p. 5332134. (Proceedings - 2009 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 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., 2010, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 35-44 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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)

Concept chaining utilizing meronyms in text characterization

Watrous-DeVersterre, L., Wang, C. & Song, M., 2012, JCDL '12 - Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 241-248 8 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (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., 2008 Dec 1, Proceedings - IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2008. p. 457-460 4 p. 4684939. (Proceedings - IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)