• 1398 Citations
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19982020

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2020

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)

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
1 Citation (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)

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)

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

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

1 Citation (Scopus)

Incorporating citation impact into analysis of research trends

Lee, M. & Song, M., 2020 Aug 1, In : Scientometrics. 124, 2, p. 1191-1224 34 p.

Research output: Contribution to journalArticle

Monolingual and multilingual topic analysis using LDA and BERT embeddings

Xie, Q., Zhang, X., Ding, Y. & Song, M., 2020 Aug, In : Journal of Informetrics. 14, 3, 101055.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Semisupervised sentiment analysis method for online text reviews

Lee, G. T., Kim, C. O. & Song, M., 2020, (Accepted/In press) In : Journal of Information Science.

Research output: Contribution to journalArticle

1 Citation (Scopus)

The evolution of social health research topics: A data-driven analysis

Cho, S. M., Park, C. U. & Song, M., 2020 Nov, In : Social Science and Medicine. 265, 113299.

Research output: Contribution to journalArticle

Two layer-based trajectory analysis of the research trend in automotive fuel industry

Lee, N. K., Han, Y., Xong, W. & Song, M., 2020 Sep 1, In : Scientometrics. 124, 3, p. 1701-1719 19 p.

Research output: Contribution to journalArticle

2019

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)

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

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
2 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
1 Citation (Scopus)

Inferring drug-protein-side effect relationships from biomedical text

Song, M., Baek, S. H., Heo, G. E. & Lee, J. H., 2019 Feb, In : Genes. 10, 2, 159.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Mining of textual health information from Reddit: Analysis of chronic diseases with extracted entities and their relations

Foufi, V., Timakum, T., Gaudet-Blavignac, C., Lovis, C. & Song, M., 2019 Jun 1, In : Journal of medical Internet research. 21, 6, e12876.

Research output: Contribution to journalArticle

Open Access
6 Citations (Scopus)

Visualizing a field of research: A methodology of systematic scientometric reviews

Chen, C. & Song, M., 2019 Oct, In : PloS one. 14, 10, e0223994.

Research output: Contribution to journalArticle

Open Access
17 Citations (Scopus)
2018

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)

Incorporating product description to sentiment topic models for improved aspect-based sentiment analysis

Amplayo, R. K., Lee, S. & Song, M., 2018 Jul, In : Information sciences. 454-455, p. 200-215 16 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)

Investigating drug–disease interactions in drug–symptom–disease triples via citation relations

Song, M., Kang, K. & Young An, J., 2018 Nov, In : Journal of the Association for Information Science and Technology. 69, 11, p. 1355-1368 14 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Network-based approach to detect novelty of scholarly literature

Amplayo, R. K., Hong, S. L. & Song, M., 2018 Jan, In : Information sciences. 422, p. 542-557 16 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Relation extraction for biological pathway construction using node2vec

Kim, M., Baek, S. H. & Song, M., 2018 Jun 13, In : BMC bioinformatics. 19, 206.

Research output: Contribution to journalArticle

6 Citations (Scopus)

The funding factor: a cross-disciplinary examination of the association between research funding and citation impact

Yan, E., Wu, C. & Song, M., 2018 Apr 1, In : Scientometrics. 115, 1, p. 369-384 16 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

The landscape of smart aging: Topics, applications, and agenda

Song, I. Y., Song, M., Timakum, T., Ryu, S. R. & Lee, H., 2018 May, In : Data and Knowledge Engineering. 115, p. 68-79 12 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Topic diffusion analysis of a weighted citation network in biomedical literature

Kim, M., Baek, I. & Song, M., 2018 Feb 1, In : Journal of the Association for Information Science and Technology. 69, 2, p. 329-342 14 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Topology-driven trend analysis for drug discovery

Lv, Y., Ding, Y., Song, M. & Duan, Z., 2018 Aug, In : Journal of Informetrics. 12, 3, p. 893-905 13 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2017

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

25 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)
2 Citations (Scopus)

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)

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)

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)

Ideological Bias and Extremism among Twitter Networks in South Korea1

Jho, W., Song, M., Lee, J. M. & Kim, E. H. J., 2017 Dec 1, In : Taiwanese Political Science Review. 21, 2, p. 235-276 42 p.

Research output: Contribution to journalArticle

Metabolites distinguishing visceral fat obesity and atherogenic traits in individuals with overweight

Baek, S. H., Kim, M., Kim, M., Kang, M., Yoo, H. J., Lee, N. H., Kim, Y. H., Song, M. & Lee, J. H., 2017 Feb 1, In : Obesity. 25, 2, p. 323-331 9 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Relationship between changes in polyunsaturated fatty acids and aging-related arterial stiffness in overweight subjects 50 years or older over a 3-year period

Baek, S. H., Kim, M., Kim, M., Yoo, H. J., Lee, A., Ji, M., Song, M. & Lee, J. H., 2017 Jan 1, In : Journal of Clinical Lipidology. 11, 1, p. 185-194.e2

Research output: Contribution to journalArticle

1 Citation (Scopus)

Standing on the shoulders of giants

Amjad, T., Ding, Y., Xu, J., Zhang, C., Daud, A., Tang, J. & Song, M., 2017 Feb 1, In : Journal of Informetrics. 11, 1, p. 307-323 17 p.

Research output: Contribution to journalArticle

29 Citations (Scopus)
2016

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)

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)

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)

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)

Identifying liver cancer and its relations with diseases, drugs, and genes: A literature-based approach

Zhu, Y., Song, M. & Yan, E., 2016 May 1, In : PloS one. 11, 5, e0156091.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Opinion polarity detection in Twitter data combining shrinkage regression and topic modeling

Yoon, H. G., Kim, H., Kim, C. O. & Song, M., 2016 May 1, In : Journal of Informetrics. 10, 2, p. 634-644 11 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)

Subject–method topic network analysis in communication studies

Lee, K., Jung, H. & Song, M., 2016 Dec 1, In : Scientometrics. 109, 3, p. 1761-1787 27 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Trajectory analysis of drug-research trends in pancreatic cancer on PubMed and ClinicalTrials.gov

Jeong, Y. K., Heo, G. E., Kang, K. Y., Yoon, D. S. & Song, M., 2016 Feb 1, In : Journal of Informetrics. 10, 1, p. 273-285 13 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Understanding the correlations between social attention and topic trends of scientific publications

Dong, X., Xu, J., Ding, Y., Zhang, C., Zhang, K. & Song, M., 2016 Feb, In : Journal of Data and Information Science. 1, 1, p. 28-49 22 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Understanding the evolving academic landscape of library and information science through faculty hiring data

Zhu, Y., Yan, E. & Song, M., 2016 Sep 1, In : Scientometrics. 108, 3, p. 1461-1478 18 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)
2015

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

6 Citations (Scopus)