• 1276 Citations
  • 18 h-Index
19982020

Research output per year

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Research Output

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Conference contribution
2019

Evaluating research novelty detection: Counterfactual approaches

Amplayo, R. K., Hwang, S. W. & Song, M., 2019 Jan 1, EMNLP-IJCNLP 2019 - Graph-Based Methods for Natural Language Processing - Proceedings of the 13th Workshop. Association for Computational Linguistics (ACL), p. 124-133 10 p. (EMNLP-IJCNLP 2019 - Graph-Based Methods for Natural Language Processing - Proceedings of the 13th Workshop).

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

2018

Exploring a Supervised Learning Based Social Media Business Sentiment Index

Lee, H., Seo, H., Lee, N. & Song, M., 2018 Jan 1, Proceedings of the 7th International Conference on Emerging Databases - Technologies, Applications, and Theory. Choi, W., Lee, W., Song, M. & Jung, S. (eds.). Springer Verlag, p. 193-202 10 p. (Lecture Notes in Electrical Engineering; vol. 461).

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

Measuring the Impact of Topic Drift in Scholarly Networks

Amjad, T., Daud, A. & Song, M., 2018 Apr 23, The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 373-378 6 p. (The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018).

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

Open Access
3 Citations (Scopus)

Understanding User’s Interests in NoSQL Databases in Stack Overflow

Lee, M., Jeon, S. & Song, M., 2018 Jan 1, Proceedings of the 7th International Conference on Emerging Databases - Technologies, Applications, and Theory. Choi, W., Lee, W., Song, M. & Jung, S. (eds.). Springer Verlag, p. 128-137 10 p. (Lecture Notes in Electrical Engineering; vol. 461).

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

3 Citations (Scopus)
2016

Exploring perceptual differences of experts and the public on diabetes

Lee, D., Kim, W. C. & Song, M., 2016 Jan 1, 2016 International Conference on Big Data and Smart Computing, BigComp 2016. Institute of Electrical and Electronics Engineers Inc., p. 3-9 7 p. 7425794. (2016 International Conference on Big Data and Smart Computing, BigComp 2016).

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

2015

DTMBIO 2015: International workshop on data and text mining in biomedical informatics

Song, M., Lee, D. & Verspoor, K., 2015 Oct 17, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1941-1942 2 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).

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

Exploring concept graphs for biomedical literature mining

Song, M., 2015 Mar 30, 2015 International Conference on Big Data and Smart Computing, BIGCOMP 2015. Institute of Electrical and Electronics Engineers Inc., p. 103-110 8 p. 7072818. (2015 International Conference on Big Data and Smart Computing, BIGCOMP 2015).

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

3 Citations (Scopus)

Exploring context-sensitive Query Reformulation in a biomedical digital library

Kim, E. H. J., Oh, J. S. & Song, M., 2015 Jan 1, Digital Libraries: Providing Quality Information - 17th International Conference on Asia-Pacific Digital Libraries, ICADL 2015, Proceedings. Allen, R. B., Hunter, J. & Zeng, M. L. (eds.). Springer Verlag, p. 94-106 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9469).

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

Finding the differences between the perceptions of experts and the public in the field of diabetes

Lee, D., Kim, W. C. & Song, M., 2015 May 18, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 57-58 2 p. (WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web).

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

2014

DTMBIO 2014: International workshop on data and text mining in biomedical informatics

Chen, L., Lee, D., Xu, H. & Song, M., 2014 Nov 3, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 2090-2091 2 p. (CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management).

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

Grounded feature selection for biomedical relation extraction by the combinative approach

Song, S. J., Heo, G. E., Kim, H. J., Jung, H. J., Kim, Y. H. & Song, M., 2014 Nov 7, DTMBIO 2014 - Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, co-located with CIKM 2014. Association for Computing Machinery, Inc, p. 29-32 4 p. (DTMBIO 2014 - Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, co-located with CIKM 2014).

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

7 Citations (Scopus)

Improved shortest path edit distance for synonyms identification

Rudniy, A., Song, M. & Geller, J., 2014 Jan 1, Proceedings of the 6th International Conference on Bioinformatics and Computational Biology, BICOB 2014. International Society for Computers and Their Applications, p. 97-102 6 p. (Proceedings of the 6th International Conference on Bioinformatics and Computational Biology, BICOB 2014).

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

Investigating socio-cultural behavior of users reflected in different social channels on K-pop

Kim, Y., Lee, D., Hahm, J. E., Han, N. & Song, M., 2014 Apr 7, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 325-326 2 p. (WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web).

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

2013

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

Kim, H. J. & Song, M., 2013 Dec 1, 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)

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 Dec 11, 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)

DTMBIO 2013: International workshop on data and text mining in biomedical informatics

Butte, A., Lee, D., Xu, H. & Song, M., 2013 Dec 11, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 2555-2556 2 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing

Liu, X., Chen, M., Ding, Y. & Song, M., 2013 Dec 11, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 2547-2548 2 p. (International Conference on Information and Knowledge Management, Proceedings).

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

2012

A technique for suggesting related Wikipedia articles using link analysis

Markson, C. & Song, M., 2012 Jul 11, JCDL '12 - Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 345-346 2 p.

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 Nov 19, 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

Biomedical text categorization with concept graph representations using a controlled vocabulary

Mishra, M., Huan, J., Bleik, S. & Song, M., 2012 Sep 28, 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)

Concept chaining utilizing meronyms in text characterization

Watrous-DeVersterre, L., Wang, C. & Song, M., 2012 Jul 11, 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)

DTMBIO 2012: International workshop on data and text mining in biomedical informatics

Ananiadou, S., Lee, D., Xu, H. & Song, M., 2012 Dec 19, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 2766-2767 2 p. (ACM International Conference Proceeding Series).

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

Histogram difference string distance for enhancing ontology integration in bioinformatics

Rudniy, A., Geller, J. & Song, M., 2012 Dec 1, 4th International Conference on Bioinformatics and Computational Biology 2012, BICoB 2012. p. 108-113 6 p. (4th International Conference on Bioinformatics and Computational Biology 2012, BICoB 2012).

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

1 Citation (Scopus)

Mapping the field of Bioinformatics with a content and co-Authorship analysis

Song, M., Yang, C. C., Tang, X. & Han, W. S., 2012 Dec 1, Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012. p. 774-781 8 p. 6470238. (Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012).

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

Personalized query expansion in the QIC system

Tanapaisankit, P., Watrous-DeVersterre, L. & Song, M., 2012 Jul 11, JCDL '12 - Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 259-262 4 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

3 Citations (Scopus)

Research on multi-agent comprehensive evaluation model based on attribute coordinate

Xu, G., Min, S. & Feng, J., 2012 Dec 1, Proceedings - 2012 IEEE International Conference on Granular Computing, GrC 2012. p. 556-562 7 p. 6468702. (Proceedings - 2012 IEEE International Conference on Granular Computing, GrC 2012).

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

8 Citations (Scopus)

TNMCA: Generation and application of network motif based inference models for drug repositioning

Choi, J., Kim, K., Song, M. & Lee, D., 2012 Dec 10, DTMBIO'12 - Proceedings of the 6th ACM International Workshop on Data and Text Mining in Biomedical Informatics, Co-located with CIKM 2012. p. 61-68 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

1 Citation (Scopus)
2011

Developing a concept extraction technique with ensemble pathway

Tanapaisankit, P., Song, M. & Fox, E. A., 2011 Jul 25, JCDL'11 - Proceedings of the 2011 ACM/IEEE Joint Conference on Digital Libraries. p. 405-406 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

DTMBIO 2011: International Workshop on Data and Textmining in Biomedical Informatics

Ananiadou, S., Lee, D., Navathe, S. & Song, M., 2011 Dec 13, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 2617-2618 2 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Extracting biomedical concepts from fulltext by relative importance in a graph model

Song, M., Bleik, S., Yu, H. & Han, W. S., 2011 Dec 1, 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011. p. 586-593 8 p. 6112433. (2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011).

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

1 Citation (Scopus)

Inferring hidden relationships from biological literature with multi-level context terms

Lee, S., Choi, J., Park, K., Song, M. & Lee, D., 2011 Dec 15, CIKM 2011 Glasgow: DTMBIO'11 - Proceedings of the ACM 5th International Workshop on Data and Text Mining in Biomedical Informatics. p. 27-34 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Novel recommendation based on Personal Popularity Tendency

Oh, J., Park, S., Yu, H., Song, M. & Park, S. T., 2011 Dec 1, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 507-516 10 p. 6137255. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

49 Citations (Scopus)
2010

A quantitative assessment of SENSATIONAL with an exploration of its applications

Xiong, W., Song, M. & Watrous-deVersterre, L., 2010 Oct 19, 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

Biomedical concept extraction using concept graphs and ontology-based mapping

Bleik, S., Xiong, W., Wang, Y. & Song, M., 2010 Dec 1, 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)

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

Song, M., Yu, H. & Han, W. S., 2010 Jan 1, 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

Discovering biological processes and side effects relationship using the process-drug-side effect network

Lee, S., Song, M. & Lee, D., 2010 Dec 1, Proc. of the ACM 4th International Workshop on Data and Text Mining in Biomedical Informatics, DTMBIO'10, Co-located with 19th International Conference on Information and Knowledge Management, CIKM'10. p. 31-39 9 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Shortest Path Edit Distance for detecting duplicate biological entities

Rudniy, A., Song, M. & Geller, J., 2010 Oct 25, 2010 ACM International Conference on Bioinformatics and Computational Biology, ACM-BCB 2010. p. 442-444 3 p. (2010 ACM International Conference on Bioinformatics and Computational Biology, ACM-BCB 2010).

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

1 Citation (Scopus)
2009

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

Murillo, J. & Song, M., 2009 Dec 1, 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)

CGM: A biomedical text categorization approach using concept graph mining

Bleik, S., Song, M., Smalter, A., Huan, J. & Lushington, G., 2009 Dec 1, 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)

Extraction of key-phrases from biomedical full-text with supervised learning techniques

Qi, Y., Yagci, A. I. & Song, M., 2009 Dec 1, 15th Americas Conference on Information Systems 2009, AMCIS 2009. p. 2992-3000 9 p. (15th Americas Conference on Information Systems 2009, AMCIS 2009; vol. 5).

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

1 Citation (Scopus)

MKEM: A multi-level knowledge emergence model for mining undiscovered public knowledge

Ijaz, A. Z., Song, M. & Lee, D., 2009 Dec 1, 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. 51-58 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Text mining for bioinformatics: State of the art review

Qi, Y., Zhang, Y. & Song, M., 2009 Nov 12, Proceedings - 2009 2nd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009. p. 398-401 4 p. 5234922. (Proceedings - 2009 2nd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009).

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

2 Citations (Scopus)
2008

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)

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)

Document clustering by semantic smoothing and Dynamic Growing Cell Structure (DynGCS) for biomedical literature

Song, M., Hu, X., Yoo, I. & Koppel, E., 2008 Oct 6, Data Warehousing and Knowledge Discovery - 10th International Conference, DaWaK 2008, Proceedings. p. 217-226 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5182 LNCS).

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

IntegraL: Lightweight link-based integration of heterogeneous digital library collections and services in the deep web

Song, M. & Bieber, M., 2008 Dec 1, Proceedings - 10th IEEE Joint Conference on E-Commerce Technology and the 5th Enterprise Computing, E-Commerce and E-Services, CEC 2008 and EEE 2008. p. 369-375 7 p. 4785092. (Proceedings - 10th IEEE Joint Conference on E-Commerce Technology and the 5th Enterprise Computing, E-Commerce and E-Services, CEC 2008 and EEE 2008).

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

2007

A hybrid abbreviation extraction technique for biomedical literature

Song, M. & Yoo, I., 2007 Dec 1, 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

2006

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

Song, M., Song, I. Y. & Lee, K. J., 2006 Jan 1, 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)

Keyphrase extraction-based query expansion in digital libraries

Song, M., Song, I. Y., Allen, R. B. & Obradovic, Z., 2006 Dec 1, 6th ACM/IEEE-CS Joint Conference on Digital Libraries 2006: Opening Information Horizons, JCDL '06. p. 202-209 8 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2006).

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

14 Citations (Scopus)
2005

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

Song, M., Song, I. Y., Hu, X. & Allen, R. B., 2005 Dec 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 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