Intelligent collection system of human resource information based on clustering algorithm

Yongguang Liu; Chen Xie; Xuyang Chen; Qianli Zhu; Yuling Sun

doi:10.1117/12.2673991

6 April 2023 Intelligent collection system of human resource information based on clustering algorithm

Yongguang Liu, Chen Xie, Xuyang Chen, Qianli Zhu, Yuling Sun

Proceedings Volume 12615, International Conference on Signal Processing and Communication Technology (SPCT 2022); 126151Z (2023) https://doi.org/10.1117/12.2673991
Event: International Conference on Signal Processing and Communication Technology (SPCT 2022), 2022, Harbin, China

Abstract

Aiming at the popularization of intelligent information collection technology and the demand of fairness and objectivity of human resource assessment, a human resource assessment management system based on K-means clustering is proposed. This paper introduces the principle and steps of K-means clustering algorithm, designs its functional modules and overall architecture in combination with the requirements and indicators of human resources assessment, designs and codes the realization of each functional module in detail, and gives the interface diagrams of some functional modules. Through the design, it provides a new reference for the objective evaluation of human resources assessment, and further strengthens the practical application of information technology in enterprise management.

Citation Download Citation

Yongguang Liu, Chen Xie, Xuyang Chen, Qianli Zhu, and Yuling Sun "Intelligent collection system of human resource information based on clustering algorithm", Proc. SPIE 12615, International Conference on Signal Processing and Communication Technology (SPCT 2022), 126151Z (6 April 2023); https://doi.org/10.1117/12.2673991

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available