Designing a knowledge assessment system for the Data structures and Algorithms course

Các tác giả

  • Hoàng Ngọc Long Trường Đại học Quốc tế Hồng Bàng
  • Mai Trung Thành Trường Đại học Quốc tế Hồng Bàng
  • Đỗ Văn Nhơn Trường Đại học Quốc tế Hồng Bàng
DOI: https://doi.org/10.59294/HIUJS.VOL.6.2024.631

Từ khóa:

E-learning, intelligent software, intelligent tutoring system

Abstract

The course of Data Structures and Algorithms is one of the fundamental and crucial subjects in the curriculum of the Information Technology field. This course serves as the foundation for understanding and applying data structures and algorithms in solving real-world and complex problems. However, teaching and learning Data Structures and Algorithms often face many challenges. Students often struggle with understanding and applying concepts, algorithms, and data structures to real-world problems. Moreover, assessing students' knowledge and learning performance in the course also requires accuracy and objectivity. In this context, designing and implementing a system to support testing and evaluating knowledge for the Data Structures and Algorithms course becomes truly necessary. Such a system not only helps students grasp knowledge effectively but also provides opportunities for instructors to monitor students' learning progress and provide feedback for them to improve their learning outcomes. The paper will present the design of techniques for building an application for testing and evaluating knowledge in the Data Structures and Algorithms course. This application will be a useful tool for both instructors and students, thereby enhancing the quality of teaching and learning in Information Technology-related subjects.

Tài liệu tham khảo

[1] Lin, C. C., Huang, A. Y., & Lu, O. H., “Artificial intelligence in intelligent tutoring systems toward sustainable education: a systematic review”, Smart Learning Environments, 10(1), 41, 2023.

DOI: https://doi.org/10.1186/s40561-023-00260-y

[2] Kurni, M., Mohammed, M. S., & Srinivasa, K. G., “Intelligent tutoring systems”. In A beginner's guide to introduce artificial intelligence in teaching and learning (pp. 29-44). Cham: Springer International Publishing, 2023.

DOI: https://doi.org/10.1007/978-3-031-32653-0_2

[3] E. Mousavinasab, N. Zarifsanaiey, S. R. Niakan Kalhori, M. Rakhshan, L. Keikha, and M. Ghazi Saeedi, “Intelligent tutoring systems: A systematic review of characteristics, applications, and evaluation methods”, Interact. Learn. Environ., pp. 1–22, Dec. 2018, doi: 10.1080/10494820.2018.1558257.

DOI: https://doi.org/10.1080/10494820.2018.1558257

[4] B. D. Nye, “Intelligent tutoring systems by and for the developing world: A review of trends and approaches for educational technology in a global context,” Int. J. Artif. Intell. Educ., vol. 25, no. 2, pp. 177–203, Jun. 2015.

DOI: https://doi.org/10.1007/s40593-014-0028-6

[5] Nguyen, H. D., “Intelligent System in Education: Requirements and Design Method”, Journal of Electronic Voltage and Application, 4(2), 12-19, 2023.

DOI: https://doi.org/10.30880/jeva.2023.04.02.002

[6] Hien D. Nguyen, Nhon V. Do, Thanh T. Mai, Vuong T. Pham, “A method for designing the Intelligent system in learning of Algorithms”, Proceedings of 18th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET 2019), Kuching, Malaysia, Frontiers in Artificial Intelligence and Applications, vol. 318, pp. 658 - 671, Sept. (2019).

[7] Thanh T. Mai, Hien D. Nguyen, Trung T. Le, Vuong T. Pham, “An Intelligent Support System for the Knowledge evaluation in high-school mathematics by Multiple choices testing”, The 5th NAFOSTED Conference on Information and Computer Science (NICS 2018), pp. 284-289, Ho Chi Minh city, Vietnam, Nov. 2018.

[8] International English Test, “International English Test”. [Online]. Available: https://internationalenglishtest.com/. [Accessed 25 05 2024].

[9] FPT, “VioEdu”. [Online]. Available: https://vio.edu.vn/. [Accessed 25 05 2024]

[10] Hệ thống Giáo dục HocMai, “HocMai”. [Online]. Available: https://hocmai.vn/. [Accessed 25 05 2024].

[11] Hong Bang International University, “Elearning”. [Online]. Available: https://elearning.hiu.vn/. [Accessed 25 05 2024].

[12] Lâm Quang Thiệp, “Đo lường trong giáo dục - lí thuyết và ứng dụng”, NXB Đại học Quốc gia Hà Nội, 2010.

[13] Trịnh Thanh Đèo, “Tài liệu tập huấn Công tác xây dựng và đánh giá chất lượng ngân hàng đề thi/câu hỏi thi tại Trường Đại học Quốc tế Hồng Bàng”, Khóa tập huấn Xây dựng và đánh giá chất lượng ngân hàng đề thi/câu hỏi thi, 03/2022.

[14] Đỗ Văn Nhơn, Trịnh Quốc Sơn, “Giáo trình Cấu trúc dữ liệu & Giải thuật”, NXB ĐHQG TP. HCM, 2015.

[15] Hoàng Ngọc Long, “Lectures of Data Structures and Algorithms”. [Online]. Available: https://www.youtube.com/playlist?list=PLrcfrbKhqmAWrIoc47jVx1eEzS9gJUdg_ . [Accessed 25 05 2024].

Tải xuống

Số lượt xem: 547
Tải xuống: 17

Đã xuất bản

24.06.2024

Cách trích dẫn

[1]
H. N. L. Hoàng Ngọc Long, M. T. T. Mai Trung Thành, và Đỗ V. N. Đỗ Văn Nhơn, “Designing a knowledge assessment system for the Data structures and Algorithms course”, HIUJS, vol 6, tr 65–74, tháng 6 2024.

Số

Chuyên mục

ENGINEERING AND TECHNOLOGY SCIENCES