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 …
assessment research measures it by means of questionnaires and diagnoses the potential …
Forecasting career choice for college students based on campus big data
M Nie, L Yang, B Ding, H Xia, H Xu, D Lian - Web Technologies and …, 2016 - Springer
Career indecision is a difficult obstacle in front of adolescents. Traditional vocational
assessment research measure it by means of questionnaires and diagnose the potential …
assessment research measure it by means of questionnaires and diagnose the potential …
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 …
career appraisers used questionnaires or diagnoses to quantify the factors potentially …
Mining campus big data: Prediction of career choice using interpretable machine learning method
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 …
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 …
development goals based on the analysis of their own subjective and objective factors …
Towards interpretable automated machine learning for STEM career prediction
R Liu, A Tan - Journal of Educational Data …, 2020 - jedm.educationaldatamining.org
In this paper, we describe our solution to predict student STEM career choices during the
2017 ASSISTments Datamining Competition. We built a machine learning system that …
2017 ASSISTments Datamining Competition. We built a machine learning system that …
Career prediction model using data mining and linear classification
RH Rangnekar, KP Suratwala… - 2018 fourth …, 2018 - ieeexplore.ieee.org
When one decides a career, this choice can shape ones life entirely. Recently, more and
more people have begun to re-evaluate their career decisions and change careers at a later …
more people have begun to re-evaluate their career decisions and change careers at a later …
Graduate employment prediction with bias
The failure of landing a job for college students could cause serious social consequences
such as drunkenness and suicide. In addition to academic performance, unconscious biases …
such as drunkenness and suicide. In addition to academic performance, unconscious biases …
Predicting academic performance for college students: a campus behavior perspective
Detecting abnormal behaviors of students in time and providing personalized intervention
and guidance at the early stage is important in educational management. Academic …
and guidance at the early stage is important in educational management. Academic …
Students performance modeling based on behavior pattern
Academic performance of college students is the main concern of educational institutions.
Effective and timely predicting performance is not only conducive to the school's Ministry to …
Effective and timely predicting performance is not only conducive to the school's Ministry to …