1 |
H. J. Jung, "Research dynamics in innovation studies using text mining", Journal of Technology Innovation, Vol.24, No.4, pp.249-275, Nov. 2016. DOI:https://doi.org/10.14383/SIME.2016.24.4.249
DOI
|
2 |
A. Amado, P. Cortez, P. Rita, S. Moro, "Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis", European Research on Management and Business Economics, Vol.24, No.1, pp.1-7, Jan. 2018. DOI:https://doi.org/10.1016/j.iedeen.2017.06.002
DOI
|
3 |
H. J. Yoon, C. S. Kim, K. Y. Kwahk, An analysis of research trends on local tour studies: Using text mining techniques, Proceedings of the Korean Academic Society of Tourism and Leisure, Korea, pp.275-282, Dec. 2017.
|
4 |
J. H. Yoo, E. C. Jeon, H. N. Kim, "Study of research trends in climate change using text analysis-focusing on journal of climate change research-", Journal of Climate Change Research, Vol.10, No.3, pp.161-172, Sep. 2019. DOI:https://doi.org/10.15531/ksccr.2019.10.3.161
DOI
|
5 |
H. J. Yoon, J. H. Park, J. W. Yoon, "Introduction of topic modeling for extracting potential information from unstructured text data: Issue analysis on news article of dementia-related physical activity", Korean Journal of Sport Science, Vol.30, No.3, pp.501-512, Sep. 2019. DOI:https://doi.org/10.24985/kjss.2019.30.3.501
DOI
|
6 |
K. W. Cho, S. K. Bae, Y. W. Woo, "Analysis on topic trends and topic modeling of KSHSM journal papers using text mining", The Korean Journal of Health Service Management, Vol.11, No.4, Nov. pp.213-224. DOI:http://dx.doi.org/10.12811/kshsm.2017.11.4.213
|
7 |
S. G. Kim, S. Y. Jang, "A study on the research trends in domestic industrial and management engineering using topic modeling", Journal of the Korea Management Engineers Society, Vol.21, No.3, pp.71-95, Sep. 2016. DOI:https://doi.org/10.5762/KAIS.2016.17.11.670
|
8 |
S. Syed, C. T. Weber, "Using machine learning to uncover latent research topics in fishery models", Reviews in Fisheries Science & Aquaculture, Vol.26, No.3, pp.319-336, Jan. 2018.
DOI
|
9 |
J. H. Park, M. Song, "A study on the research trends in library & information science in korea using topic modeling", Journal of the Korean Society for Information Management, No. 30, No.1, pp.7-32, Mar. 2013. DOI:https://doi.org/10.3743/KOSIM.2013.30.1.007
DOI
|
10 |
C. S. Kim, S. J. Choi, K. Y, Kwahk, "Investigation of research trends in information systems domain using topic modeling and time series regression analysis", Journal of Digital Contents Society, Vol.18, No.6, pp.1143-1150, Oct. 2017.
DOI
|
11 |
J. G. Ahn, S. D. Kim, H. W. Kim, "Exploring dynamics of information systems research trend using text mining approach", Information Systems Review, pp.73-96, Sep. 2016. DOI:https://doi.org/10.14329/isr.2016.18.3.073
|
12 |
K. Lee, H. Jung, M. Song, "Subject-method topic network analysis in communication studies". Scientometrics, Vol.109, No.3, pp.1761-1787, Dec. 2016. DOI:https://doi.org/10.14329/isr.2016.18.3.073
DOI
|
13 |
D. M. Blei, "Probabilistic topic models: Surveying a suite of algorithms that offer a solution to managing large document archives", Communications of the ACM, Vol.55, No.4, pp.77-84, Apr. 2012. DOI:https://doi.org/10.1007/s11192-016-2135-7
DOI
|
14 |
D. M. Blei, "Probabilistic topic models", 2013 Topic Modeling Workshop at NIPS, 2013.
|
15 |
Y. W. Kim, S. E. Ko, Y. L, Kim, H. S. Park, S. W. Lee, J. W. Jang, D. S. Cho, A study on the contents of mathematics learning suitable for future students, Korea Foundation for the Advancement of Science and Creativity, Korea, pp.110-111.
|
16 |
J. H. Park, H. J. Oh, "Comparison of Topic Modeling Methods for Analyzing Research Trends of Archives Management in Korea: focused on LDA and HDP", Journal of Korean Library and Information Science Society, Vol.48, No.4, pp.235-258, Dec. 2017. DOI:https://doi.org/10.16981/kliss.48.4.201712.235
DOI
|
17 |
J. Chang, S. Gerrish, C. Wang, J. L. Boyd-Graber, D. M. Blei, "Reading tea leaves: How humans interpret topic models", In Advances in neural information processing systems, pp.288-296, Jan. 2009.
|
18 |
D. Newman, J. H. Lau, K. Grieser, T. Baldwin, "Automatic evaluation of topic coherence", In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, CA, USA, pp.100-108, 2010.
|
19 |
T. Jones, W. Doane, M. T. Jones, Functions for text mining and topic modeling [Internet], TextmineR, [Cited 2019 Jan. 01] Available From: https://www.rtextminer.com, (accessed Apr. 07, 2020).
|
20 |
K. Hornik, B. Grun, "topicmodels: An R package for fitting topic models", Journal of statistical software, Vol.40, No.13, pp.1-30, May. 2011.
|
21 |
J. W. Mohr, P. Bogdanov, "Introduction-topic models: What they are and why they matter", Poetics, Vol.48, No.6, pp.545-569, Dec. 2013. DOI:https://doi.org/10.1016/j.poetic.2013.10.001
|
22 |
H. S. Lee, J. K. Park, O. J. Jung, AI mathematics is a global craze, but it's been deleted from high school curriculum in Korea [Internet], Hankyung, [Cited 2019 Oct. 06] Available From: https://news.naver.com/main/ranking/read.nhn?mid=etc&sid1=111&rankingType=popular_day&oid=015&aid=0004219450&date=20191006&type=1&rankingSeq=2&rankingSectionId=105 (accessed Apr. 07, 2020).
|
23 |
K. B. Park, Linkage between industry and academia for promoting industrial mathematics, Policy Research Report, Science and Technology Policy Institute, Korea, pp.1-122.
|
24 |
Ministry of Future, Planning and Science, Mathematics needed in industrial fields, the government will raise it, Press release, Sejong: Ministry of Future, Planning and Science, 2016.
|
25 |
T. H. Kim, Without mathematics, there is no AI. It is imperative to prepare a domestic industrial mathematics ecosystem [Internet], Chosunbiz, [Cited 2019 September 16] Available From: https://biz.chosun.com/site/data/html_dir/2019/09/16/2019091601712.html (accessed Apr. 07, 2020)
|
26 |
M. H. Kim, A study on strategy for vitalizing of industiral and applied mathematics as a national policy, Sejong: Ministry of Future, Planning and Science, 2015. DOI:https://doi.org/10.15724/jslhd.2019.28.3.081
|
27 |
S. J. Kim, J. M. Sung, "Activation plan for entertainment industry mathematics", Journal of Korea Entertainment Industry Association, Vol.11, No.2, pp.289-297, Feb. 2017. DOI:https://doi.org/10.21184/jkeia.2017.02.11.2.289
|
28 |
M. S. Shin, K. W. Cho, "Analysis of topic modeling and trend of journal of speech-language & hearing disorders using text mining: (2002-2018)", Journal of Speech-Language & Hearing Disorders, Vol.28, No.3, pp.81-91, Jul. 2019. DOI:https://doi.org/10.15724/jslhd.2019.28.3.081
|
29 |
T. K. Kim, H. R. Choi, H. C. Lee, "A study on the research trends in Fintech using topic modeling", Journal of the Korean Academia-Industrial Cooperation Society, Vol.17, No.11, pp.670-681, Nov. 2016. DOI:http://dx.doi.org/10.5762/KAIS.2016.17.11.670
|