ANALYSIS OF STUDENT OPINIONS AND OPTIMIZATION OF MARKETING STRATEGY BASED ON BIG DATA TECHNOLOGIES IN THE PROCESS OF DIGITALIZATION OF HIGHER EDUCATION INSTITUTIONS
Affiliation
TDIU, Dean of the Faculty of Digital Economy, PhD, Associate Professor
Abstract
The study analyzes studentsʼ opinions during the digital transformation of higher education institutions using Big Data technologies. Data were collected from online platforms, social networks, and surveys. Sentiment analysis, topic modeling, and SWOT anal ysis were applied to identify key challenges and opportunities. The findings provide a basis for improving digital services, enhancing student satisfaction, and optimizing marketing strategies for universities.
Keywords
digital transformation, Big Data, sentiment analysis, topic modeling, SWOT analysis, higher education
References
- Alawad, E. A., Ahmed, E. M., & Nassim, S. (2025). Improving student engagement, referencing skills, and argument quality via panel discussions in the prewriting phase: A case study. Theory and Practice in Language Studies, 15(7). https://doi.org/10.17507/tpls.1507.14
- Atanase, F., & Bițu, Ș. -A. (2025). Innovative education and family businesses: The key to adaptability and reducing school dropout rates. Proceedings of the 19th International Conference on Business Excellence 2025, 1934 –1946. https://doi.org/10.2478/picbe -2025 -0150
- Buta, C. (2025). The impact of communication on collaborative innovation in complex business environments. Proceedings of the 19th International Conference on Business Excellence 2025, 747 –760. https://doi.org/10.2478/picbe -2025 -0060
- Caratozzolo, P., Chans, G. M., & Dominguez, A. (2025). Continuing engineering education for a sustainable future. Frontiers in Education, 10, 1629507. https://doi.org/10.3389/feduc.2025.1629507
- Chan, S. W., Xuan, P. C., Ahmad, A. N. A., Ahmad, M. F., Ismail, F., & Zaman, I. (2025). Exploring the influence of Big Five personality traits on entrepreneurial intention among university students. Research in Management of Technology and Business, 6(1), 259–279. https://doi.org/10.30880/rmtb.2025.06.01.021
- Dima, A. M., Argatu, R., & Rădoi, M. (2025). Methods and instruments for university performance: The case of Romania. Proceedings of the 19th International Conference on Business Excellence 2025, 2542 –2558. https://doi.org/10.2478/picbe - 2025 -0197
- Khairunnisa, T., Amelia, V ., & Monika, W. (2025). Understanding of social media literacy about Malay cultural teaching: A case study of students of SMAIT Al - Ittihad Pekanbaru. Lentera Pustaka: Jurnal Kajian Ilmu Perpustakaan, Informasi dan Kearsipan, 11(1), 89 –102. https://doi.org/10.14710/lenpust.v11i1.70978
- Liu, R. (2025). Essays on the economics of education (Doctoral dissertation, University of California, Berkeley). https://escholarship.org/uc/item/13w3m4n8
- Matei, G., & Francu, C. C. (2025). The impact of innovation strategy on business performance in public vs. private healthcare: A systematic literature review. Proceedings of the 19th International Conference on Business Excellence 2025, 3727 –
- https://doi.org/10.2478/picbe -2025 -0284
- Oprea, I. M., Panait, C., Draghici, L. G., & Georgescu, M. -R. (2025). Digital banking, capital market, financial education and public -private partnerships in Romaniaʼs economic development. Proceedings of the 19th International Conference on Business Excel lence 2025, 2951 –2966. https://doi.org/10.2478/picbe -2025 -0226
- Perveen, H., Shahzadi, I., & Waheed, A. (2025). Relationship between adaptive teaching strategy and academic performance of university students. Bulletin of Business and Economics, 14(2), 39 –41. https://doi.org/10.61506/01.00592
- Sentosa, B., Bangsawan, S., & Wulan, M. N. (2025). The impact of social media marketing on college selection mediated by brand image: Case study on @officialunila Instagram account. Journal of Innovation in Management, Accounting and Business, 4(2), 322 –335. https://doi.org/10.56916/jimab.v4i2.1726
- Shure, K. B. (2025). Essays in economics of education (Doctoral dissertation, University of Pennsylvania). https://repository.upenn.edu/items/75d78ab8 -43b0 -47b7 - bb2b -d68bdfcb68d6
- Yadav, G. S. (2024). Advancing social science research: A comprehensive review of SPSS applications and future directions. Cultural Communication and Socialization Journal, 5(2), 50 –53. https://doi.org/10.26480/ccsj.02.2024.50.53
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