Career choice prediction based on campus big data—mining the potential behavior of college students

M Nie, Z Xiong, R Zhong, W Deng, G Yang - Applied Sciences, 2020 - mdpi.com
Career choice has a pivotal role in college students' life planning. In the past, professional
career appraisers used questionnaires or diagnoses to quantify the factors potentially …

Advanced forecasting of career choices for college students based on campus big data

M Nie, L Yang, J Sun, H Su, H Xia, D Lian… - Frontiers of Computer …, 2018 - Springer
Career indecision is a difficult obstacle confronting adolescents. Traditional vocational
assessment research measures it by means of questionnaires and diagnoses the potential …

Mining campus big data: Prediction of career choice using interpretable machine learning method

Y Wang, L Yang, J Wu, Z Song, L Shi - Mathematics, 2022 - mdpi.com
The issue of students' career choice is the common concern of students themselves, parents,
and educators. However, students' behavioral data have not been thoroughly studied for …

[Retracted] Prediction and Influencing Factors of College Students' Career Planning Based on Big Data Mining

L Cai, X Wang - Mathematical Problems in Engineering, 2022 - Wiley Online Library
College students' career planning refers to the process of establishing their own career
development goals based on the analysis of their own subjective and objective factors …

A machine learning approach for graduate admission prediction

A AlGhamdi, A Barsheed, H AlMshjary… - Proceedings of the 2020 …, 2020 - dl.acm.org
With the increase in the number of graduates who wish to pursue their education, it becomes
more challenging to get admission to the students' dream university. Newly graduate …

[Retracted] Predicting Course Grade through Comprehensive Modelling of Students' Learning Behavioral Pattern

D Hooshyar, Y Yang - Complexity, 2021 - Wiley Online Library
While modelling students' learning behavior or preferences has been found as a crucial
indicator for their course achievement, very few studies have considered it in predicting …

Application of data mining in predicting college graduates employment

S He, X Li, J Chen - … on Artificial Intelligence and Big Data …, 2021 - ieeexplore.ieee.org
With the popularization and enrollment expansion of higher education in China, the
employment of college students has been the focus of public attentions. In this study, taking …

A recommendation system for selecting the appropriate undergraduate program at higher education institutions using graduate student data

Y Zayed, Y Salman, A Hasasneh - Applied Sciences, 2022 - mdpi.com
Selecting the appropriate undergraduate program is a critical decision for students. Many
elements influence this choice for secondary students, including financial, social …

On developing generic models for predicting student outcomes in educational data mining

G Ramaswami, T Susnjak, A Mathrani - Big Data and Cognitive …, 2022 - mdpi.com
Poor academic performance of students is a concern in the educational sector, especially if it
leads to students being unable to meet minimum course requirements. However, with timely …

Prospectively predicting 4-year college graduation from student applications

S Hutt, M Gardener, D Kamentz, AL Duckworth… - Proceedings of the 8th …, 2018 - dl.acm.org
We leverage a unique national dataset of 41,359 college applications to prospectively
predict 4-year bachelor's graduation in a generalizable manner. Our features include …