Ahuja, N. J., Dutt, S., Choudhary, S. L., & Kumar, M. (2022). Intelligent tutoring system in education for disabled learners using human–computer interaction and augmented reality. International Journal of Human–Computer Interaction, 1-13. https://doi.org/10.1080/10447318.2022.2124359
Aleven, V., Sewall, J., Popescu, O., Xhakaj, F., Chand, D., Baker, R., Wang, Y., Siemens, G., Rosé, C., & Gasevic, D. (2015). The beginning of a beautiful friendship? Intelligent tutoring systems and MOOCs. In C. Conati, N. Heffernan, A. Mitrovic, & M. Verdejo. (Eds.), Lecture notes in computer science: Vol. 9112. Artificial intelligence in education. AIED 2015. (pp. 525-528). Springer. https://doi.org/10.1007/978-3-319-19773-9_53
Anderson, J. R., Boyle, C. F., & Reiser, B. J. (1985). Intelligent tutoring systems. Science, 228(4698), 456-462. https://doi.org/10.1126/science.228.4698.456
Benedikt, O., Módos, I., & Hanzálek, Z. (2020). Power of pre-processing: Production scheduling with variable energy pricing and power-saving states. Constraints, 25, 300-318. https://doi.org/10.1007/s10601-020-09317-y
Bhagat, K. K., Rodrigo, M. T., & Chang, C. Y. (2018). Current status, challenges, and opportunities of the intelligent tutoring systems (ITS) in developing countries in Asia. In K. J. Kennedy & J. C. K. Lee (Eds.), Routledge international handbook of schools and schooling in Asia (pp. 382-395). Taylor & Francis.
Bloom, B. S. (1968). Learning for Mastery. Instruction and curriculum. Regional Education Laboratory for the Carolinas and Virginia (ED053419). ERIC. http://files.eric.ed.gov/fulltext/ED053419.pdf
Chango, W., Cerezo, R., Sanchez-Santillan, M., Azevedo, R., & Romero, C. (2021). Improving prediction of students’ performance in intelligent tutoring systems using attribute selection and ensembles of different multimodal data sources. Journal of Computing in Higher Education, 33, 614-634. https://doi.org/10.1007/s12528-021-09298-8
Chanthiran, M., Ibrahim, A. B., Abdul Rahman, M. H., & Mariappan, P. (2022). Artificial intelligence in education: A systematic mapping study using Scopus and Web of Science. Journal of ICT in Education, 9(2), 61–70. https://doi.org/10.37134/jictie.vol9.2.5.2022
Cuéllar-Rojas, O. A., Hincapié-Montoya, M., Contero, M., & Güemes-Castorena, D. (2022, December). Bibliometric analysis and systematic literature review of the intelligent tutoring systems. Frontiers in Education, 7, Article 1047853. https://doi.org/10.3389/feduc.2022.1047853
Deane, S., Avdelidis, N. P., Ibarra-Castanedo, C., Zhang, H., Yazdani Nezhad, H., Williamson, A. A., Mackley, T., Maldague, X., Tsourdos, A, & Nooralishahi, P. (2020). Comparison of cooled and uncooled IR sensors by means of signal-to-noise ratio for NDT diagnostics of aerospace grade composites. Sensors, 20(12), Article 3381. https://doi.org/10.3390/s20123381
Fang, Y., Lippert, A., Cai, Z., Chen, S., Frijters, J. C., Greenberg, D., & Graesser, A. C. (2022). Patterns of adults with low literacy skills interacting with an intelligent tutoring system. International Journal of Artificial Intelligence in Education, 32, 297-322. https://doi.org/10.1007/s40593-021-00266-y
Ferster, B. (2022). Intelligent tutoring systems. Routledge. https://doi.org/10.4324/9781138609877-REE6-1
Huang, X., Zou, D., Cheng, G., Chen, X., & Xie, H. (2023). Trends, research issues and applications of artificial intelligence in language education. Educational Technology and Society, 26(1), 112-131. https://doi.org/10.30191/ETS.202301_26(1).0009
Huang, Y., Brusilovsky, P., Guerra, J., Koedinger, K., & Schunn, C. (2023). Supporting skill integration in an intelligent tutoring system for code tracing. Journal of Computer Assisted Learning, 39(2), 477-500. https://doi.org/10.1111/jcal.12757
Karpouzis, K. (2023). Explainable AI for intelligent tutoring systems. OSF Preprints. https://doi.org/10.31219/osf.io/4ds7q
Khazanchi, R., Di Mitri, D., & Drachsler, H. (2022). Impact of intelligent tutoring systems on mathematics achievement of underachieving students. In E. Langran (Ed.), Proceedings of society for information technology & teacher education international conference (pp. 1524-1534). https://www.learntechlib.org/primary/p/220916/
Koedinger, K., & Tanner, M. (2013, July 9). 7 Things you should know about intelligent tutoring systems. EDUCAUSE Publications. https://library.educause.edu/resources/2013/7/7-things-you-should-know-about-intelligent-tutoring-systems
Kochmar, E., Vu, D. D., Belfer, R., Gupta, V., Serban, I. V., & Pineau, J. (2022). Automated data-driven generation of personalized pedagogical interventions in intelligent tutoring systems. International Journal of Artificial Intelligence in Education, 32(2), 323-349. https://doi.org/10.1007/s40593-021-00267-x
Kulik, J. A., & Fletcher, J. D. (2016). Effectiveness of intelligent tutoring systems: A meta-analytic review. Review of Educational Research, 86(1), 42-78. https://doi.org/10.3102/0034654315581420
Kurni, M., Mohammed, M. S., & Srinivasa, K. G. (2023). A beginner's guide to introduce artificial intelligence in teaching and learning. Springer. https://doi.org/10.1007/978-3-031-32653-0
Lin, C. C., Huang, A. Y., & Lu, O. H. (2023). Artificial intelligence in intelligent tutoring systems toward sustainable education: A systematic review. Smart Learning Environments, 10, Article 41, https://doi.org/10.1186/s40561-023-00260-y
Ma, W., Adesope, O. O., Nesbit, J. C., & Liu, Q. (2014). Intelligent tutoring systems and learning outcomes: A meta-analysis. Journal of Educational Psychology, 106(4), 901-918. https://doi.org/10.1037/a0037123
Mahdi, A. O., Alhabbash, M. I., & Naser, S. S. A. (2016). An intelligent tutoring system for teaching advanced topics in information security. World Wide Journal of Multidisciplinary Research and Development, 2(12), 1-19. http://wwjmrd.com/upload/1507795088.pdf
Nwana, H. S. (1990). Intelligent tutoring systems: An overview. Artificial Intelligence Review, 4, 251-277. https://doi.org/10.1007/BF00168958
Nye, B. D. (2015). Intelligent tutoring systems by and for the developing world: A review of trends and approaches for educational technology in a global context. International Journal of Artificial Intelligence in Education, 25, 177-203. https://doi.org/10.1007/s40593-014-0028-6
Psotka, J., Massey, L. D., & Mutter, S. A. (Eds.). (1988). Intelligent tutoring systems: Lessons learned. Psychology Press.
Saidong, L., Guohua, T., Yaowen, X., & Yu, S. (2013). The research and implementation of a personalized intelligent tutoring system. Proceedings of the 2nd International Conference On Computer Science And Electronics Engineering, China, 1302-1304. https://doi.org/10.2991/iccsee.2013.326
Šarić-Grgić, I., Grubišić, A., Šerić, L., & Robinson, T. J. (2023). Student clustering based on learning behavior data in the intelligent tutoring system. International Journal of Distance Education Technologies, 18(2), 73-89, https://doi.org/10.4018/IJDET.2020040105
Sudin, I. A. A., Rahmatullah, B., Abdullah, M. F. W., Tamrin, K. F., Khairudin, M., & Yahya, S. R. (2022). A systematic literature review study on university students’ exposure to 3D printing as preparation for industry. Journal of ICT in Education, 9(1), 48–60. https://doi.org/10.37134/jictie.vol9.1.5.2022
VanLehn, K. (2006). The behavior of tutoring systems. International Journal Of Artificial Intelligence In Education, 16(3), 227-265. https://dl.acm.org/doi/10.5555/1435351.1435353
Vimal, K. R., Sowmya, V., & Soman, K. P. (2020). Effect of data pre-processing on brain tumor classification using Capsulenet. In V. Gunjan, V. Garcia Diaz, M. Cardona, V. Solanki, & K. Sunitha (Eds.), ICICCT 2019 – System reliability, quality control, safety, maintenance and management (pp. 110-119). Springer. https://doi.org/10.1007/978-981-13-8461-5_13
Wang, H., Tlili, A., Huang, R., Cai, Z., Li, M., Cheng, Z., ... & Fei, C. (2023). Examining the applications of intelligent tutoring systems in real educational contexts: A systematic literature review from the social experiment perspective. Education and Information Technologies, 28, 9113-9148. https://doi.org/10.1007/s10639-022-11555-x
Wasilewska, A., & Menasalvas, E. (2023). A granular model for data mining. In T. Y. Lin, C. J. Liau, & J. Kacprzyk. (Eds.), Encyclopedia of complexity and systems science series: Granular, fuzzy, and soft computing (pp. 251-264). Springer. https://doi.org/10.1007/978-1-0716-2628-3_260
Yaratan, H. (2003). Intelligent tutoring system: A tool for testing the research curiosities of artificial intelligence researchers. Turkish Online Journal of Educational Technology, 2(3), 41-47. http://www.tojet.net/articles/v2i3/236.pdf
Yilmaz, R., Yurdugül, H., Yilmaz, F. G. K., Şahi̇n, M., Sulak, S., Aydin, F., Tepgeç, M., Müftüoğlu, C. T., & Oral, O. O. O. (2022). Smart MOOC integrated with intelligent tutoring: A system architecture and framework model proposal. Computers and Education: Artificial Intelligence, 3, Article 100092. https://doi.org/10.1016/j.caeai.2022.100092
Zhang, L., Pan, M., Yu, S., Chen, L., & Zhang, J. (2023). Evaluation of a student-centered online one-to-one tutoring system. Interactive Learning Environments, 31(7), 4251-4269. https://doi.org/10.1080/10494820.2021.1958234