Proceedings of the 5th International Conference on New Computational Social Science (ICNCSS 2025)

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Cluster Analysis on Polytechnic Professional Settings and AI Work Based on Entropy Power Method

Authors
Jiangyi Lv1, Cherry Jiang2, Zhiwang Gan3, *
1Beijing Polytechnic University, Beijing, China
2Columbia University, New York, US
3Tianjin Peisheng Education Technology Co., Ltd, Tianjin, China
*Corresponding author. Email: mhi2008@yeah.net
Corresponding Author
Zhiwang Gan
Available Online 25 August 2025.
DOI
10.2991/978-2-38476-456-3_29How to use a DOI?
Keywords
Cluster Analysis; Polytechnic Professional Setting; AI (Artificial Intelligence); Entropy Power Method
Abstract

Vocational education in undergraduate colleges and universities is an important part of the national modern education system. We aim for comprehensive literacy in training goals, reinforcing the integration of industry and education within professional contexts, and fostering organizational innovation in governance capabilities. Entropy Power method is a method that uses information entropy theory to calculate. This Entropy Power Model BigData Analysis and cluster Research on Vocational Education Professional Setting and Artificial Intelligence Career Orientation just Based on Entropy Power Method.

Copyright
© 2025 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 5th International Conference on New Computational Social Science (ICNCSS 2025)
Series
Advances in Social Science, Education and Humanities Research
Publication Date
25 August 2025
ISBN
978-2-38476-456-3
ISSN
2352-5398
DOI
10.2991/978-2-38476-456-3_29How to use a DOI?
Copyright
© 2025 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  - Jiangyi Lv
AU  - Cherry Jiang
AU  - Zhiwang Gan
PY  - 2025
DA  - 2025/08/25
TI  - Cluster Analysis on Polytechnic Professional Settings and AI Work Based on Entropy Power Method
BT  - Proceedings of the 5th International Conference on New Computational Social Science (ICNCSS 2025)
PB  - Atlantis Press
SP  - 245
EP  - 252
SN  - 2352-5398
UR  - https://doi.org/10.2991/978-2-38476-456-3_29
DO  - 10.2991/978-2-38476-456-3_29
ID  - Lv2025
ER  -