May 21, 2026 article Open access A Novice-Friendly Answer Interface with Code Behavior Visualization and AI Assistant for a Python Programming Learning Assistant System Information DOI: 10.3390/info17050509 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 1 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access What does this Python code do? An exploratory analysis of novice students’ code explanations 2021 conference-paper Computer Science Teaching and Learning Programming Open access 7 citations 1 result