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http://dx.doi.org/10.9717/kmms.2015.18.6.734

An Analysis Techniques for Coatings Mixing using the R Data Analysis Framework  

Noh, Seong Yeo (Dept. of Interdisciplinary Program of Management of technology, Pukyong National University)
Kim, Minjung (Nara System Co., Ltd.)
Kim, Young-Jin (Dept. of Systems Management and Eng., Pukyong National University)
Publication Information
Journal of Korea Multimedia Society / v.18, no.6, 2015 , pp. 734-741 More about this Journal
Abstract
Coating is a type of paint. It protects a product forming a film layer on the product and assigns various properties to the product. Coating is one of the fields which is being studied actively in the polymer industry. Importance of coating in various industries is more increased. However, mixing process has been performing in dependence on operator's experience. In this paper, we found the relationship between each data from coating formulation process. We propose a framework to analyze the coating formulation process as well. It can improve the coating formulation process. In particular, the suggested framework may reduce degradation and loss costs due to absence of standard data which is accurate formulation criteria. Also it suggests responses to errors which can be occurred in the future through the analysis of the error data generated in mixing step.
Keywords
Data Analysis; Data Verification; Framework; Coatings Mixing Process; Optimization;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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1 J.H. Lee and S.M. Hwang “Value-Based Enterprise Architecture Framework: VBEAF,” Journal of the Korea Industrial Information Systems Research, Vol. 19, No. 6, pp. 77-79, 2014.   DOI
2 Y.J. Choi and S.S. Park, “Interplay of Text Mining and Data Mining for Classifying Web Contents,” Korean Journal of Cognitive Science, Vol. 13, No. 3, pp. 33-46, 2002.
3 J.J. Lee, A Study on the Realtime Ascii Art Works Using Processing Language, Master's Thesis of Chung-Ang University of Multimedia & Film, 2007.
4 I.K. Oh, Y.M. Kim, and S.W. Cha, “A Study on the Application Methods of Big Data in CMF Design Process of Smart Phone,” Journal of Digital Design, Vol. 14, No. 4, pp. 781-790, 2014.
5 Y.Y. Park and H.W. Byun, “Efficient Development and Quality Evaluation of Online Library System Using Framework,” Journal of Korea Multimedia Society, Vol. 13, No. 5, pp. 627-640, 2010.
6 K.W. Lim and Y.W Kim, "Perforamnce Analysis of Data Processing Framework based on Hadoop," Korean Society for Internet Information Summer Announcement Conference, Vol. 13, No. 1, pp. 225-226, 2012.
7 K.G. Lee, Statistical Analysis using the MATLAB, Ajin, Seoul, 2013.
8 Y.H. Kang and M.G Hong, “Sensory Data Processing by Using Hadoop Framework,” The Journal of Korean Institute of Information Technology, Vol. 11, No. 2, pp. 169-174, 2013.   DOI
9 R Development Core Team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, 2008.
10 H.W. Jeon, “Big Data Analysis with R: R Distributed Programming,” Microsoftware, pp. 186-193, 2011.
11 H.Y. Park and K.Y. Lee, Pattern Recognition and Machine Learning: From the Ground up to Take Advantage of, Ehan Media, Goyang, 2011.
12 D.B. Jung and T.Y. Won, Time Series Data and Analysis of Simplification I , Hannarae Publishing Group, Seoul, 2001.
13 J.H. Lee, “Data Bigbang, Trends of Big Data” Journal of Communications & Radio Spectrum, No. 47, p. 45, 2012.
14 Analyst G. Johnson Interviewed by S. Bushell in Computer World, on 24 July 2000("M-commerce Key to Ubiquitous Internet").
15 M. Koo, J. Lee, and H. Cha, CCM System Practical Technology Research for Laboratory Dyeing Machine, Korean Institute of Industrial Technology, 1993.
16 K. Ashton, “That Internet of Things Thing, in the Real World Things Matter more than Ideas,” RFID Journal, 2009.
17 R Development Core Team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, 2008.
18 J.C. Kim, Design of Framework for the Data Analysis and Validation Based on the Forensic Readiness by Industry Type, Doctor's Thesis of Pukyong National University, 2015.
19 S.R. Kim and M.M. Kang, "Today and the Future of Big Data Analytics Technology," Proceeding of Communications of the Korean Institute of Information Scientists and Engineer, pp. 8-17, 2014.
20 J.C. Stanley, “The Influence of Fisher's ‘The Design of Experiments’ on Educational Research Thirty Years Later,” American Educational Research Journal, Vol. 3, No. 3, pp. 223-229, 1966.   DOI
21 J.F. Box, “R.A. Fisher and the Design of Experiments,” The American Statistician, Vol. 34, No. 1, pp. 1-7, 1980.
22 H. Bae, S.S. Kim, D.W. Choi, S.T. Lee, and Y.J. Kim, “Application of Data Mining for Coagulant Dosage of Water Treatment Plants Corresponding to Input Conditions,” Journal of Korean institute of Intelligent Systems, Vol. 15, No. 1, pp. 1-5, 2005.   DOI
23 W.S. Han, "Social and Technological Big Data Analytics Technology," Proceeding of Communications of the Korean Institute of Information Scientists and Engineer, pp. 3-5, 2014.
24 Functional Inorganic Coatings, http://mirian.kisti.re.kr/publication/view.jsp?record_no=1 55&cont_cd=KI (accessed Nov., 5, 2014).