Big Data and Nature Language Processing Application: Research on Construction of Intelligent Employment Platform for College Graduates
DOI: https://doi.org/10.62517/jnse.202417208
Author(s)
Guangshun Yang1,*, Yanlu Zhao2, Dongyang Liu3
Affiliation(s)
1Jilin Agricultural University, Changchun, China
2Park Construction and Development Co, China Mobile Communications Group Co, Beijing, China
3School of Public Art, Changchun University of Architecture, Changchun, China
*Corresponding Author
Abstract
Higher education expansion has exacerbated vertical stratification and diploma inflation in colleges and universities. It overlaps with the rich-poor divide and economic recession, which leading to the dilemma of extremely difficult employment for college graduates. Implementing the employment priority strategy and improving the promotion mechanism of high-quality employment can expand employment capacity, improve employment quality, and alleviate structural employment conflicts. This paper starts from the employment demand of college graduates and the requirements of college employment work. Combining the current situation of employment platform, it explores the construction scheme of intelligent employment information service management platform in the new era. The use of big data analysis, natural language processing and other methods can help college graduates achieve higher quality employment and provide ideas and suggestions.
Keywords
College Graduates; Big Data Analysis; Natural Language Processing; Employment Informatization; Service Management Platform
References
[1] Qian Long. Research on the construction of University Employment Information Service platform based on Big Data [ J ] . Modern information technology, 2019,3(19) : 143-144.
[2] Zhou Gang. The application of University Employment Big Data Information Service platform based on cloud computing [ J ] . Computer Literacy and technology, 2017,13(19) : 169-170.
[3] Bi Sheng, Na Ching Ching. The application of University Employment Big Data Information Service platform based on cloud computing [ J ] . China new communications, 2017,19(04) : 105-106.
