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Research Output 1998 2019

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Article
2019
1 Citation (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
Literature Based Discovery
Biological Models
Amyotrophic Lateral Sclerosis
Neurodegenerative Diseases
Alzheimer Disease

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
Data Mining
Patient rehabilitation
Rehabilitation
Stroke
Therapeutics

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
Neural Networks
Neural networks
Hyperparameters
Learning Algorithm
Learning

Developing a supervised learning-based social media business sentiment index

Lee, H., Lee, N., Seo, H. & Song, M., 2019 Jan 1, (Accepted/In press) In : Journal of Supercomputing.

Research output: Contribution to journalArticle

Social Media
Supervised learning
Supervised Learning
Sentiment Analysis
Maximum Entropy

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
Drug-Related Side Effects and Adverse Reactions
Proteins
Data Mining
Semantics
Unified Medical Language System

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 Jan 1, In : Journal of medical Internet research. 21, 6, e12876.

Research output: Contribution to journalArticle

Open Access
Social Media
Chronic Disease
Health
Natural Language Processing
Literature
2018

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

Timakum, T., Kim, G. & Song, M., 2018 Jan 1, (Accepted/In press) In : Journal of Librarianship and Information Science.

Research output: Contribution to journalArticle

data analysis
science
knowledge
text analysis
librarianship
3 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

uncertainty
Computational linguistics
computational linguistics
scientific discipline
Uncertainty
1 Citation (Scopus)

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

Lee, M., Jeon, S. & Song, M., 2018 Mar 7, (Accepted/In press) In : Journal of Supercomputing. p. 1-16 16 p.

Research output: Contribution to journalArticle

Websites
Dirichlet
Social Media
Question Answering
Overflow
7 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

Sentiment Analysis
Model
Unification
Sentiment
Topic model
1 Citation (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

interaction
Interaction
Citations
literature
2 Citations (Scopus)

Network-based approach to detect novelty of scholarly literature

Amplayo, R. K., Hong, S. L. & Song, M., 2018 Jan 1, In : Information sciences. 422, p. 542-557 16 p.

Research output: Contribution to journalArticle

Macros
Graph in graph theory
Regression analysis
Seed
Citations

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

Pathway
Genes
Gene
Data Mining
Medical problems
8 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

funding
examination
Medicine
medicine
science
2 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 1, In : Data and Knowledge Engineering. 115, p. 68-79 12 p.

Research output: Contribution to journalArticle

Agenda
Research activities
Medical care
Literature review
World Wide Web
2 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

Electric network analysis
Proteins
network analysis
literature
Citations
1 Citation (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

Topology
Drug interactions
drug
Drug therapy
trend
2017
16 Citations (Scopus)

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

Amplayo, R. K. & Song, M., 2017 Jul 1, In : Data and Knowledge Engineering. 110, p. 54-67 14 p.

Research output: Contribution to journalArticle

Sentiment
Sentiment analysis
Summarization
Online reviews
Classifier
4 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

Bioinformatics
Computational Biology
Modeling
Time series analysis
Dirichlet
2 Citations (Scopus)
content analysis
Disease
evaluation
Evaluation
Bibliometrics
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

PubMed
Stiffness
Statistical tests
Metabolites
Malondialdehyde
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

Bioinformatics
ranking
content analysis
leader
regression
1 Citation (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

EphA1 Receptor
Polymorphism
Particle Size
Blood pressure
Genes
4 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

Computational linguistics
computational linguistics
Processing
Citations
language

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

twitter
radicalism
Korea
trend
data analysis
7 Citations (Scopus)

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

Intra-Abdominal Fat
Abdominal Obesity
HDL Cholesterol
Isodesmosine
Urobilinogen
1 Citation (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

Vascular Stiffness
Unsaturated Fatty Acids
Pulse Wave Analysis
Body Mass Index
Ankle
21 Citations (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

Stars
career
career start
academic career
elite
2016
12 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

credit
Assignment
Credit
evaluation
19 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

Oncology
field research
2 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

Computational Biology
Neurodegenerative Diseases
Genes
Parkinson Disease
Alzheimer Disease
6 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

Medical Genetics
Information Storage and Retrieval
Natural Language Processing
Inborn Genetic Diseases
Semantics
5 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

liver neoplasms
Liver Neoplasms
Literature
Liver
Genes
15 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

twitter
regression
public opinion
Support vector machines
South Korea
3 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

Electric network analysis
network analysis
communication
Communication
communication technology
3 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

cancer
Trajectories
drug
trend
Cluster analysis
2 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

social media
trend
time series
regression
search engine
7 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

Information science
hiring
information science
computer science
Computer science
2015
4 Citations (Scopus)

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 Jan 1, In : Journal of Alzheimer's Disease. 45, 4, p. 1207-1222 16 p.

Research output: Contribution to journalArticle

Alzheimer Disease
Bibliometrics
Research
Amyloid
PubMed
7 Citations (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 Jan 1, In : Applied Clinical Informatics. 6, 2, p. 364-374 11 p.

Research output: Contribution to journalArticle

Natural language processing systems
System program documentation
Processing
Costs
Systems analysis
13 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

Information Storage and Retrieval
Unified Medical Language System
Data Mining
Recognition (Psychology)
Cues
10 Citations (Scopus)

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

Supervised learning
performance
Experiments
experiment
learning
9 Citations (Scopus)

Identifying the landscape of alzheimer’s disease research with network and content analysis

Song, M., Heo, G. E. & Lee, D., 2015 Jan 1, In : Scientometrics. 102, 1, p. 905-927 23 p., A046.

Research output: Contribution to journalArticle

network analysis
dementia
content analysis
macro level
Disease
3 Citations (Scopus)

Identifying the topology of the K-pop video community on YouTube: A combined Co-comment analysis approach

Song, M., Jeong, Y. K. & Kim, H. J., 2015 Dec 1, In : Journal of the Association for Information Science and Technology. 66, 12, p. 2580-2595 16 p.

Research output: Contribution to journalArticle

video
Topology
community
social network
37 Citations (Scopus)

PKDE4J: Entity and relation extraction for public knowledge discovery

Song, M., Kim, W. C., Lee, D., Heo, G. E. & Kang, K. Y., 2015 Oct 1, In : Journal of Biomedical Informatics. 57, p. 320-332 13 p.

Research output: Contribution to journalArticle

Public Relations
Data Mining
Data mining
Information Storage and Retrieval
Publications
6 Citations (Scopus)

SemPathFinder: Semantic path analysis for discovering publicly unknown knowledge

Song, M., Heo, G. E. & Ding, Y., 2015 Oct 1, In : Journal of Informetrics. 9, 4, p. 686-703 18 p.

Research output: Contribution to journalArticle

path analysis
Semantics
semantics
Navigation
biomedicine
2 Citations (Scopus)

Shock waves of political risk on the stock market: The case of Korean companies in the U.S

Pak, Y., Kim, Y. J., Song, M. & Kim, Y-H., 2015 Jan 1, In : Development and Society. 44, 1, p. 143-165 23 p.

Research output: Contribution to journalArticle

stock market
stock exchange
North Korea
news
firm
13 Citations (Scopus)

Topic-based content and sentiment analysis of Ebola virus on Twitter and in the news

Kim, E. H. J., Jeong, Y. K., Kim, Y., Kang, K. Y. & Song, M., 2015 Jan 1, In : Journal of Information Science. 42, 6, p. 763-781 19 p.

Research output: Contribution to journalArticle

twitter
Viruses
news
Vocabulary control
Application programming interfaces (API)
8 Citations (Scopus)

Tracing database usage: Detecting main paths in database link networks

Yu, Q., Ding, Y., Song, M., Song, S., Liu, J. & Zhang, B., 2015 Jan 1, In : Journal of Informetrics. 9, 1, p. 1-15 15 p.

Research output: Contribution to journalArticle

methodology
biology
content analysis
Molecular biology
Nucleic acids
2014
28 Citations (Scopus)

Analyzing the political landscape of 2012 korean presidential election in twitter

Song, M., Kim, M. C. & Jeong, Y. K., 2014 Jan 1, In : IEEE Intelligent Systems. 29, 2, p. 18-26 9 p., 6832880.

Research output: Contribution to journalArticle

Brushes
Electric network analysis