Proceedings of the 2013 International Academic Workshop on Social Science

Integrating SOM with K-Means in Taiwan TrainQuali System Performance Assessment

Authors
Wen-Tsann Lin, Shih-Wei Shu, Yung-Tsan Jou, Yih-chuan Wu
Corresponding Author
Wen-Tsann Lin
Available Online October 2013.
DOI
https://doi.org/10.2991/iaw-sc.2013.177How to use a DOI?
Keywords
IIP; ISO10015; K-Means; SOM; TTQS
Abstract
The Taiwanese government has, based on the concept of the UK’s Investors in People (IIP), and the Swiss ISO10015, drawn up the so-called Taiwan TrainQuali System (TTQS), a training process including Plan, Design, Do, Review, and Outcome. TTQS provides businesses and training institutions to carry out internal human training by offering a sound system of evaluating the education and training. In this study, confirmative comparison is made by two-stage clustering in “Self-Organizing Maps, SOM, and K-Means” to verify the consistence between the clustering results of all levels of grading. This study thus identifies the relevant factors that affect the effects of TTQS promotion, organizing and analyzing the current conditions regarding the extent of benefits for organizations from introducing the TTQS and the assistance to them in human training. Further, to verify, from the findings, that this training quality system can effectively enhance the human capital in organizations, such that the organizations that introduce and carry out TTQS all are able to construct the human training system that satisfies themselves.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
International Academic Workshop on Social Science (IAW-SC-13)
Part of series
Advances in Intelligent Systems Research
Publication Date
October 2013
ISBN
978-90-78677-84-0
ISSN
1951-6851
DOI
https://doi.org/10.2991/iaw-sc.2013.177How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Wen-Tsann Lin
AU  - Shih-Wei Shu
AU  - Yung-Tsan Jou
AU  - Yih-chuan Wu
PY  - 2013/10
DA  - 2013/10
TI  - Integrating SOM with K-Means in Taiwan TrainQuali System Performance Assessment
BT  - International Academic Workshop on Social Science (IAW-SC-13)
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/iaw-sc.2013.177
DO  - https://doi.org/10.2991/iaw-sc.2013.177
ID  - Lin2013/10
ER  -