1 |
Robert Donmoyer, Michael Imber, James Joseph Scheurich. The knowledge base in educational administration: multiple perspectives. Albany: State University of New York Press; 1995. p. 1-31.
|
2 |
Bae SH, Jang HY, Oh SH, Jang CS, Lee TH. Vocational education research in Korea: a trend analysis of the Journal of Vocational Education Research. Journal of Vocational Education. 2013;32(2):45-71.
|
3 |
Jung JS, Kim JS. The analysis of the research trends related to school health in Korea. Journal of Korean Society of School Health. 2004;17(1):85-95.
|
4 |
Kwon SJ. Anaysis of research trends on school health. Journal of Korean Academy of Community Health Nursing. 2008;19 (1):101-111.
|
5 |
Jo HI, Kim JW, Lee BG. A study on research trends of blockchain using LDA topic modeling: focusing on United States, China, and South Korea. Journal of Digital Contents Society. 2019;20(7):1453-1460. https://doi.org/10.9728/dcs.2019.20.7.1453
DOI
|
6 |
Hong YH. Topic analysis of software education policy: focused on Busan regional newspapers. Journal of the Korean Official Statistics. 2019;24(2):52-77. https://doi.org/10.22886/JKOS.2019.24.2.52
DOI
|
7 |
Zhai C, Massung S. Text data management and analysis: a practical introduction to information retrieval and text mining. San Rafael, California: Association for Computing Machinery and Morgan & Claypool Publishers; 2016. p. 329-388.
|
8 |
Kim JE, Pack SG. Analysis of issues on the college and university structural reform evaluation using text big data analytics. Asia-Pacific Education Review. 2016;17(3):409-436. https://doi.org/10.15753/aje.2016.09.17.3.409
DOI
|
9 |
Blei DM, Lafferty JD. A correlated topic model of science. The Annals of Applied Statistics. 2007;8(1):17-35. https://doi.org/10.1214/07-aoas114
DOI
|
10 |
Blei DM, Ng AY, Jordan MI. Latent dirichlet allocation. Journal of Machine Learning Research. 2003;3:993-1022.
|
11 |
Grun B, Hornik K. Topicmodels: an R package for fitting topic models. Journal of Statistical Software. 2011;40(13):1-30. https://doi.org/10.18637/jss.v040.i13
DOI
|
12 |
Akaike H. Information theory and an extension of the maximum likelihood principle. In: Petrov BN, Csaki F, editors. Second international symposium on information theory. Budapest, Hungary: Akademiai Kiado; 1973. p. 267-281.
|
13 |
Schwarz G. Estimating the dimension of a model. The Annals of Statistics. 1978;6(2):461-464. https://doi.org/10.1214/aos/1176344136
DOI
|
14 |
Tein JY, Coxe S, Cham H. Statistical power to detect the correct number of classes in latent profile analysis. Structural Equation Modeling. 2012;20(4):640-657. https://doi.org/10.1080/10705511.2013.824781
DOI
|
15 |
Cao J, Xia T, Li J, Zhang Y, Tang S. A density-based method for adaptive LDA model selection. Neurocomputing. 2009;72:1775-1781. https://doi.org/10.1016/j.neucom.2008.06.011
DOI
|
16 |
Shin S, Seo D, Park M. Effectiveness of Latent Class Analysis (LCA) techniques to handle count data with excessive zeros in topic analysis. Poster session presented at: The 32nd florida artificial intelligence research society; 2019 May 19-22; Florida, USA.
|
17 |
Ponweiser M. Latent dirichlet allocation in R [diploma thesis]. Iowa: Institute for Statistics and Mathematics; 2012. p. 1-138.
|
18 |
Wallach HM, Murray I, Salakhutdinov R, Mimno D. Evaluation methods for topic models. Pittsburgh: In Proceedings of the 26th Annual International Conference on Machine Learning; 2009. p. 1105-1112.
|
19 |
Chang J, Blei DM. Relational topic models for document networks. Proceedings of the 12th International Conference on Artificial Intelligence and Statistics. 2009;81-88.
|
20 |
Griffiths TL, Steyvers M. Finding scientific topics. Proceedings of the National Academy of Sciences of the United States of America. 2004;101(suppl 1):5228-5235. https://doi.org/10.1073/pnas.0307752101
DOI
|
21 |
Collins LM, Lanza ST. Latent class and latent transition analysis. Hoboken, NJ: John Wiley & Sons; 2010. p. 77-110.
|
22 |
Chang CG. Development of school health indicator system for the health promotion of school children. Journal of the Korean Society of School Health. 2012;25:204-213.
|
23 |
Park YJ. Looking for a new perspective on school health promotion. Journal of the Korean Society of School Health. 2018;31:157-166. https://doi.org/10.15434/kssh.2018.31.3.157
DOI
|