Proceedings of the 2023 4th International Conference on Big Data and Social Sciences (ICBDSS 2023)

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Information Capability Evaluation Model of Military Personnel Based on Factor Analysis

Authors
Yang Wu1, *, Yi Zhang2, Zhenyue Zhang1
1China People’s Liberation Army National Defence University, Beijing, 100091, China
2National University of Defense Technology, Wuhan, Hubei, 430035, China
*Corresponding author. Email: 348023288@qq.com
Corresponding Author
Yang Wu
Available Online 27 October 2023.
DOI
10.2991/978-94-6463-276-7_51How to use a DOI?
Keywords
Factor Analysis; Capability Evaluation; Evaluation Model; Evaluation Method
Abstract

Information capability of military personnel refers to the the comprehensive ability of military personnel to acquire, process and use information. Before the evaluation of the information capability of military personnel, a scientific definition of the system, composition, and evaluation model of information capability is required. Based on literature research and fieldwork, we adopt the suggestions of military personnel and put forward 26 information capabilities that military personnel should possess. After that, with the participation of military personnel, we filter and then determine the weights of the 26 items through several approaches to machine learning, such as statistical analysis and feature selection. Based on this, we obtain the evaluation model of information capability of military personnel. Finally, a scale was designed to collect military personnel’s self-assessment for the assessment model, and an analysis of the results show that the model is reliable and practicable.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 4th International Conference on Big Data and Social Sciences (ICBDSS 2023)
Series
Atlantis Highlights in Social Sciences, Education and Humanities
Publication Date
27 October 2023
ISBN
978-94-6463-276-7
ISSN
2667-128X
DOI
10.2991/978-94-6463-276-7_51How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Yang Wu
AU  - Yi Zhang
AU  - Zhenyue Zhang
PY  - 2023
DA  - 2023/10/27
TI  - Information Capability Evaluation Model of Military Personnel Based on Factor Analysis
BT  - Proceedings of the 2023 4th International Conference on Big Data and Social Sciences (ICBDSS 2023)
PB  - Atlantis Press
SP  - 485
EP  - 496
SN  - 2667-128X
UR  - https://doi.org/10.2991/978-94-6463-276-7_51
DO  - 10.2991/978-94-6463-276-7_51
ID  - Wu2023
ER  -