Research on College Counselors’ Ability to Guide College Students’ Employment and Entrepreneurship Based on Analysis of Big Data Technology

[1] Yin, L. (2022). From employment pressure to entrepreneurial motivation: An empirical analysis of college students in 14 universities in China. Frontiers in psychology, 13, 924302. Search in Google Scholar

[2] Zheng, S., Wu, G., Zhao, J., & Chen, W. (2022). Impact of the COVID-19 epidemic anxiety on college students’ employment confidence and employment situation perception in China. Frontiers in Psychology, 13, 980634. Search in Google Scholar

[3] Mulhern, C. (2023). Beyond teachers: Estimating individual school counselors’ effects on educational attainment. American economic review, 113(11), 2846-2893. Search in Google Scholar

[4] Lindstrom, L., Lind, J., Beno, C., Gee, K. A., & Hirano, K. (2022). Career and college readiness for underserved youth: Educator and youth perspectives. Youth & Society, 54(2), 221-239. Search in Google Scholar

[5] Savitz-Romer, M., & Nicola, T. P. (2022). An ecological examination of school counseling equity. The Urban Review, 54(2), 207-232.6 Search in Google Scholar

[6] Lewis, T., Jones, K. D., Militello, M., & Meisenhelder, R. (2022). A clear and consistent focus on students: Principals’ perceptions of the role of school counselors. Journal of School Leadership, 32(1), 3-26. Search in Google Scholar

[7] Anita, Y., Dollarhide, C. T., & Amber, B. (2015). The voices of school counselors: Essential characteristics of school counselor leaders. Professional School Counseling, 19(1), 2156759X1501900101. Search in Google Scholar

[8] Mau, W. C. J., Li, J., & Hoetmer, K. (2016). Transforming High School Counseling: Counselors’ Roles, Practices, and Expectations for Students’ Success. Administrative Issues Journal: Connecting Education, Practice, and Research, 6(2), 83-95. Search in Google Scholar

[9] Chen, H., Liu, F., & Wen, Y. (2023). The influence of college students’ core self-evaluation on job search outcomes: Chain mediating effect of career exploration and career adaptability. Current Psychology, 42(18), 15696-15707. Search in Google Scholar

[10] McCormick, A. C., Moore, J. V., & Kuh, G. D. (2023). Working during college: Its relationship to student engagement and education outcomes. In Understanding the working college student (pp. 179-212). Routledge. Search in Google Scholar

[11] Carvalho, L., Mourão, L., & Freitas, C. (2023). Career counseling for college students: Assessment of an online and group intervention. Journal of Vocational Behavior, 140, 103820. Search in Google Scholar

[12] Harum, A. H., Wahyuni, N., Sinring, A., & Anas, M. (2023). Development of Career Cards Counseling Guidance Media to Improve Student’s Career Planning. Indonesian Journal of Learning Education and Counseling, 6(1), 34-44. Search in Google Scholar

[13] Levin, J. S., Montero-Hernandez, V., & Cerven, C. (2023). Overcoming adversity: Community college students and work. In Understanding the working college student (pp. 43-66). Routledge. Search in Google Scholar

[14] Alqahtani, T., Badreldin, H. A., Alrashed, M., Alshaya, A. I., Alghamdi, S. S., bin Saleh, K., ... & Albekairy, A. M. (2023). The emergent role of artificial intelligence, natural learning processing, and large language models in higher education and research. Research in Social and Administrative Pharmacy, 19(8), 1236-1242. Search in Google Scholar

[15] Zhang, H., Lee, I., Ali, S., DiPaola, D., Cheng, Y., & Breazeal, C. (2023). Integrating ethics and career futures with technical learning to promote AI literacy for middle school students: An exploratory study. International Journal of Artificial Intelligence in Education, 33(2), 290-324. Search in Google Scholar

[16] Herath, G. A. C. A., Kumara, B. T., Ishanka, U. A. P., & Rathnayaka, R. M. K. T. (2024). Computer-Assisted Career Guidance Tools for Students’ Career Path Planning: A Review on Enabling Technologies and Applications. J. Inf. Technol. Educ. Res., 23, 6. Search in Google Scholar

[17] Goulart, V. G., Liboni, L. B., & Cezarino, L. O. (2022). Balancing skills in the digital transformation era: The future of jobs and the role of higher education. Industry and Higher Education, 36(2), 118-127. Search in Google Scholar

[18] Krieger Cohen, P. E., & Johnson, A. T. (2022). Career counselors self-disclosing to first-generation college students: A grounded theory study. Journal of Career Development, 49(3), 491-504. Search in Google Scholar

[19] Oleka Ph D, O., & Mitchell Jr, P. D. (2022). High school counselors as social capital for low-income students in a career academy high school model: A case study. The Qualitative Report. Search in Google Scholar

[20] Pordelan, N., Sadeghi, A., Abedi, M. R., & Kaedi, M. (2018). How online career counseling changes career development: A life design paradigm. Education and Information Technologies, 23, 2655-2672. Search in Google Scholar

[21] Vignesh, S., Priyanka, C. S., Manju, H. S., & Mythili, K. (2021, March). An intelligent career guidance system using machine learning. In 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS) (Vol. 1, pp. 987-990). IEEE. Search in Google Scholar

[22] Pordelan, N., & Hosseinian, S. (2022). Design and development of the online career counselling: a tool for better career decision-making. Behaviour & Information Technology, 41(1), 118-138. Search in Google Scholar

[23] Guleria, P., & Sood, M. (2023). Explainable AI and machine learning: performance evaluation and explainability of classifiers on educational data mining inspired career counseling. Education and Information Technologies, 28(1), 1081-1116. Search in Google Scholar

[24] José-García, A., Sneyd, A., Melro, A., Ollagnier, A., Tarling, G., Zhang, H., ... & Arthur, R. (2023). C3-IoC: A career guidance system for assessing student skills using machine learning and network visualisation. International Journal of Artificial Intelligence in Education, 33(4), 1092-1119. Search in Google Scholar

[25] Huang, L. (2022). The establishment of college student employment guidance system integrating artificial intelligence and civic education. Mathematical Problems in Engineering, 2022(1), 3934381. Search in Google Scholar

[26] Wang, Z., Liang, G., & Chen, H. (2022). Tool for predicting college student career decisions: an enhanced support vector machine framework. Applied Sciences, 12(9), 4776. Search in Google Scholar

[27] YUAN Yulu. (2024). The Visible and Invisible Aspects of the Communist Youth League’s Service to College Students’ Employment and Entrepreneurship. Higher Education of Social Science(2),57-61. Search in Google Scholar

[28] Engin Özdemir & Didem Eren Sarici. (2024). Estimation of mode I fracture toughness of rocks exposed to different environmental conditions using simple and linear multiple regression. Mechanics of Time-Dependent Materials(prepublish),1-17. Search in Google Scholar

[29] Nanxuan Wu & Yang Liu. (2024). Least Squares Estimation of Multifactor Uncertain Differential Equations with Applications to the Stock Market. Symmetry(7),904-904. Search in Google Scholar

[30] Mukhopadhyay Nitis. (2014). Quick Constructions of Non-Trivial Real Symmetric Idempotent Matrices. Sri Lankan Journal of Applied Statistics(1),57-57. Search in Google Scholar