ASSESSMENT SYSTEMS BASED ON ARTIFICIAL INTELLIGENCE IN EDUCATION
Abstract
This article explores the application of artificial intelligence (AI) in educational assessment systems. AI-based assessment tools provide personalized feedback, automate grading, and analyze learner behavior to improve educational outcomes. The study discusses the benefits of efficiency, scalability, and objectivity, while also addressing concerns such as data privacy, algorithmic bias, and the need for teacher oversight. It offers a comprehensive overview of current AI technologies used in assessment and their implications for future educational practices.
References
● Malone, Billy (2025) Ethical Considerations in Instructional Design Enhanced by Artificial Intelligence: A Phenomenological Inquiry. doi: https://core.ac.uk/download/639072054.pdf
● Ajani, Oluwatoyin Ayodele, Maphalala, Mncedisi Christian (2025) Leveraging artificial intelligence as a learning tool in higher education. doi: https://core.ac.uk/download/639865094.pdf
● ADEOWU, Wasiu Adeniyi, KEHINDE-AWOYELE, Adetutu Adedoyin (2025) The Role of AI in Shaping Ethical Perspectives within Nigerian Social Studies Education. doi: https://core.ac.uk/download/654538449.pdf
● Biamin Ahmad, Farah Hida Sharin, Siti Azura Bahadin, Harjinder Kaur A/P Balbir Singh, Muhamad Faizzuddin Mohd Razali, Muhamad Amin Ab Ghani, Mohd Saleh Abbas (2025) Exploring AI Applications in Curriculum Customization: Best Practices and Case Studies. doi: https://core.ac.uk/download/640070590.pdf
● Alabed, Amani, Aldous, Kholoud, Farooq, Ali, Jansen, et al. (2025) Human-centred artificial intelligence in progressive education : unravelling the benefits and challenges in Qatar’s HEIs. doi: https://core.ac.uk/download/653393002.pdf
● Glangeaud, Maylis Jr (2025) Acceptance of Artificial Intelligence in Education. doi: https://core.ac.uk/download/638726130.pdf
● Alifah, Nur, Hidayat, Agus Rohmat (2025) Effectiveness of Artificial Intelligence-Based Learning Analytics Tool in Supporting Personalized Learning in Higher Education. doi: https://core.ac.uk/download/654395419.pdf
● Sudarman, Sudarman (2025) Urgency of Field of Accounting in The Era of Artificial Intelligence. doi: https://core.ac.uk/download/654632200.pdf
● Malone, Billy (2025) Ethical Considerations in Instructional Design Enhanced by Artificial Intelligence: A Phenomenological Inquiry. doi: https://core.ac.uk/download/639072054.pdf
● Ceconello, Mauro, Sciannamè, Martina, Spallazzo, Davide (2025) User Experience + Artificial Intelligence. doi: https://core.ac.uk/download/638784322.pdf
● Gehringer, Ed, Gudipati, Srilekha, Jadhav, Kaushik, Khosravi, et al. (2025) Enhancing Peer Assessment with Artificial Intelligence. doi: https://core.ac.uk/download/639693286.pdf
● Amoreena Most, Andrea Sikora, Brian Murray, Huibo Yang, Mengxuan Hu, Sheng Li, Susan E. Smith, et al. (2025) Evaluating accuracy and reproducibility of large language model performance on critical care assessments in pharmacy education. doi: https://core.ac.uk/download/648117216.pdf
● Alabed, Amani, Aldous, Kholoud, Farooq, Ali, Jansen, et al. (2025) Human-centred artificial intelligence in progressive education : unravelling the benefits and challenges in Qatar’s HEIs. doi: https://core.ac.uk/download/653393002.pdf
● Enriquez, Bernadette B., Mallillin, Leovigildo Lito D., Yee, Catlleya C. (2025) ARTIFICIAL INTELLIGENCE (AI) IN THE HIGHER EDUCATION INSTITUTIONS (HEIS) PRACTICES: A TRANSFORMATION TRENDS IN TEACHING AND LEARNING. doi: https://core.ac.uk/download/641620260.pdf
● Gehringer, Ed, Gudipati, Srilekha, Jadhav, Kaushik, Khosravi, et al. (2025) Enhancing Peer Assessment with Artificial Intelligence. doi: https://core.ac.uk/download/639693286.pdf
● Glangeaud, Maylis Jr (2025) Acceptance of Artificial Intelligence in Education. doi: https://core.ac.uk/download/638726130.pdf
● Edward Mandoga, Stephen Tsekea (2025) The ethics of artificial intelligence use in university libraries in Zimbabwe. doi: https://core.ac.uk/download/648351585.pdf
● Malone, Billy (2025) Ethical Considerations in Instructional Design Enhanced by Artificial Intelligence: A Phenomenological Inquiry. doi: https://core.ac.uk/download/639072054.pdf
● Al Ahmed, Yazan, Al-Ansari, Mohammed Jassim, El Bahnaswi, Hadeel Hesham (2025) Balancing Usability and Protection in AI and Data Security: A Human-Centric Approach. doi: https://core.ac.uk/download/646845393.pdf
● Alifah, Nur, Hidayat, Agus Rohmat (2025) Effectiveness of Artificial Intelligence-Based Learning Analytics Tool in Supporting Personalized Learning in Higher Education. doi: https://core.ac.uk/download/654395419.pdf
● Alabed, Amani, Aldous, Kholoud, Farooq, Ali, Jansen, et al. (2025) Human-centred artificial intelligence in progressive education : unravelling the benefits and challenges in Qatar’s HEIs. doi: https://core.ac.uk/download/653393002.pdf
● Enriquez, Bernadette B., Mallillin, Leovigildo Lito D., Yee, Catlleya C. (2025) ARTIFICIAL INTELLIGENCE (AI) IN THE HIGHER EDUCATION INSTITUTIONS (HEIS) PRACTICES: A TRANSFORMATION TRENDS IN TEACHING AND LEARNING. doi: https://core.ac.uk/download/641620260.pdf
● Ajani, Oluwatoyin Ayodele, Maphalala, Mncedisi Christian (2025) Leveraging artificial intelligence as a learning tool in higher education. doi: https://core.ac.uk/download/639865094.pdf
● Christogianni, Aikaterini (2025) The Benefits of Continuous Health Data Monitoring in Cardiovascular Diseases and Dementia.. doi: https://core.ac.uk/download/624404591.pdf
● Crescenzi, Claudia, Girolami, Angelo, Patrizi, Nazarena (2025) Il contributo dell’intelligenza artificiale per la qualificazione dei processi di istruzione. doi: https://core.ac.uk/download/639873049.pdf
● Enriquez, Bernadette B., Mallillin, Leovigildo Lito D., Yee, Catlleya C. (2025) ARTIFICIAL INTELLIGENCE (AI) IN THE HIGHER EDUCATION INSTITUTIONS (HEIS) PRACTICES: A TRANSFORMATION TRENDS IN TEACHING AND LEARNING. doi: https://core.ac.uk/download/641620260.pdf
● Carvalho, L. C., Santos, M. R. C. (2025) AI-driven participatory environmental management: Innovations, applications, and future prospects. doi: https://core.ac.uk/download/639869875.pdf
● Minh Do, Chau Thi, Nguyen, Phong Thanh, Thanh Dao, Hien Thi, Tran, et al. (2025) Integrating Artificial Intelligence into the PDCA Framework for Quality Assurance in Medical English Courses at UMP-HCMC. doi: https://core.ac.uk/download/654538538.pdf
● Brandl, Laura (2025) Leveraging process data for assessing and supporting collaborative problem-solving. doi: https://core.ac.uk/download/646114298.pdf
● AFIT Faculty Learning Community, Bateman, Mark, Borghetti, Brett J., Dukes, Allen W., et al. (2025) AFIT Generative AI Teaching Guidebook. doi: https://core.ac.uk/download/642420002.pdf
● AMARD, Alexandre (2025) DELIVERING HUMAN-CENTERED DIGITAL PUBLIC INFRASTRUCTURE – A PUBLIC VALUES AND GOVERNANCE ANALYSIS OF DIGITAL IDENTITIES. doi: https://core.ac.uk/download/646238891.pdf
● Zhao, Mengyisong (2025) Enabling Better Healthy Food Recommendation By Incorporating Contextual Knowledge. doi: https://core.ac.uk/download/650324280.pdf
● FIGURE Joydeep Bhattacharya (2023). AI in Education Technology: A Statistical Overview. **. Retrieved from https://seosandwitch.com/ai-in-education-technology-stats/ *Note.* Adapted from AI in Education Technology: A Statistical Overview, by Joydeep Bhattacharya, 2023. Retrieved from https://seosandwitch.com/ai-in-education-technology-stats/. Jannik Linder (2025). AI In The Education Industry Statistics. *Gitnux*. Retrieved from https://gitnux.org/ai-in-the-education-industry-statistics/ *Note.* Adapted from AI In The Education Industry Statistics, by Jannik Linder, 2025, Gitnux. Retrieved from https://gitnux.org/ai-in-the-education-industry-statistics/.
● TABLE George Hanshaw (2025). How Artificial Intelligence Enhances Formative and Summative Assessment. **. Retrieved from https://www.hanshawshorizon.com/post/how-artificial-intelligence-enhances-formative-and-summative-assessment *Note.* Adapted from How Artificial Intelligence Enhances Formative and Summative Assessment, by George Hanshaw, 2025. Retrieved from https://www.hanshawshorizon.com/post/how-artificial-intelligence-enhances-formative-and-summative-assessment. Sarah Lee (2025). 10 Proof Points: AI's Application in Modern Education Policy Impact. **. Retrieved from https://www.numberanalytics.com/blog/10-proof-points-ai-application-modern-education-policy-impact *Note.* Adapted from 10 Proof Points: AI's Application in Modern Education Policy Impact, by Sarah Lee, 2025. Retrieved from https://www.numberanalytics.com/blog/10-proof-points-ai-application-modern-education-policy-impact. Joydeep Bhattacharya (2025). AI in Education Technology: A Statistical Overview. **. Retrieved from https://seosandwitch.com/ai-in-education-technology-stats/ *Note.* Adapted from AI in Education Technology: A Statistical Overview, by Joydeep Bhattacharya, 2025. Retrieved from https://seosandwitch.com/ai-in-education-technology-stats/.
● The ethical implications of technology on student privacy, bias, surveillance, and autonomy. [FIGURE]. (2025). Retrieved from https://media.springernature.com/lw685/springer-static/image/art%3A10.1007%2Fs43681-021-00096-7/MediaObjects/43681_2021_96_Fig1_HTML.png
● Conceptual Diagram of AI in Education: Applications, Benefits, and Challenges [FIGURE]. (2025). Retrieved from https://pub.mdpi-res.com/sustainability/sustainability-15-12451/article_deploy/html/images/sustainability-15-12451-g001.png?1692181830