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@article{192844,
        author = {Dr. S. B. Ninu and T. Prem Kumar and Dr. A. P. Praveen Kumar and Dr.Ben M.Jebin},
        title = {Design and Empirical Evaluation of an AI-Empowered Learning Ecosystem (AILEE) for Python Programming Education},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {9},
        pages = {3518-3523},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=192844},
        abstract = {},
        keywords = {Artificial intelligence in education, adaptive learning, intelligent tutoring systems, Python programming, learning analytics.},
        month = {February},
        }