Analysis of Ethics for Using Portable Intelligent Devices based on PLS Regression Model

DOI

10.2991/emcm-15.2016.125How to use a DOI?

Keywords

Analysis of ethics; Portable intelligent devices; Partial least-squares regression model

Abstract

With the development of wearable device, ethical issues widely attracted the attention of many people. The operating principles of technology and the basic definition of human well-being need to analyze the ethics issue for using portable intelligent devices. In this paper, the factors of impacting human healthy are described and the 21 variables are used for ethics analysis. Then, the partial least-squares regression model is proposed for discriminant analysis of ethics. The model between human healthy and portable intelligent equipment is established. Lastly, the result shows that the proposed method has higher prediction accuracy and the proposed contribution degree is valid for the ethics analysis.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Xuecai Bao
AU  - Jinghai Yin
AU  - Tangsheng Wang
PY  - 2016/02
DA  - 2016/02
TI  - Analysis of Ethics for Using Portable Intelligent Devices based on PLS Regression Model
BT  - Proceedings of the International Conference on Electronics, Mechanics, Culture and Medicine
PB  - Atlantis Press
SP  - 680
EP  - 685
SN  - 2352-538X
UR  - https://doi.org/10.2991/emcm-15.2016.125
DO  - 10.2991/emcm-15.2016.125
ID  - Bao2016/02
ER  -