Proceedings of the 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)

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Research on the Application of Big Data Technology and Collaborative Filtering Recommendation System in Accurately Guiding the Employment of College Students in the Context of COVID-19

Authors
Yini Liu1, *, Qirui Hao1
1University of Electronic Science and Technology of China, Chengdu, China
*Corresponding author. Email: liuyini@uestc.edu.cn
Corresponding Author
Yini Liu
Available Online 27 December 2022.
DOI
10.2991/978-94-6463-058-9_118How to use a DOI?
Keywords
Big data; collaborative filtering recommendation system; Guiding the employment
ABSTRACT

Under the influence of COVID-19, the employment situation of college students is severe, and the employment guidance of college students is also facing new challenges and opportunities. Based on the analysis of the difficulties faced by college students' employment guidance in the context of the epidemic, this paper explores the application of big data technology and the role of collaborative filtering recommendation algorithm in student employment, to accurately guide college students' employment and improve the effect of employment guidance, alleviate the impact of the epidemic, and effectively improve the employment situation of college students.

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 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)
Series
Advances in Computer Science Research
Publication Date
27 December 2022
ISBN
10.2991/978-94-6463-058-9_118
ISSN
2352-538X
DOI
10.2991/978-94-6463-058-9_118How 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  - Yini Liu
AU  - Qirui Hao
PY  - 2022
DA  - 2022/12/27
TI  - Research on the Application of Big Data Technology and Collaborative Filtering Recommendation System in Accurately Guiding the Employment of College Students in the Context of COVID-19
BT  - Proceedings of the 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)
PB  - Atlantis Press
SP  - 754
EP  - 760
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-058-9_118
DO  - 10.2991/978-94-6463-058-9_118
ID  - Liu2022
ER  -