🧠 AI Ed Wiki

🏷️ computational-thinking

22 pages tagged with computational-thinking(16 articles, 6 concepts)

📄 Bots and Blocks: Presenting a Project-Based Approach for Robotics Education
> **Synthesis:** Geger, Briechle, and Rausch (2026) propose a project-based learning approach for teaching robotics in higher education, arguing that classic study programs often fail to prepare stude…
2026-08-13 · educational-robotics, project-based-learning, higher-ed, active-learning, programming-education
📄 Computational Thinking to Enhance Educational Robotics in Secondary School's Curriculum
> **Synthesis:** Valls i Pou (2026) examines how computational thinking can enhance the effective integration of educational robotics into secondary school curricula. Arguing that educational robotics…
2026-08-13 · educational-robotics, stem-education, k-12, curriculum, problem-solving
📄 EduSim-LLM: An Educational Platform Integrating Large Language Models and Robotic Simulation for Beginners
> **Synthesis:** Lu and Zhang (2026) present EduSim-LLM, an educational platform that integrates large language models with robot simulation to make robotic control accessible to beginners. Recognizin…
2026-08-13 · educational-robotics, llm, robotic-simulation, programming-education, beginners
📄 Game-Based and Gamified Robotics Education: A Comparative Systematic Review and Design Guidelines
> **Synthesis:** Mubarrat, Shao, and Min (2026) present the first PRISMA-aligned systematic review and comparative synthesis of game-based learning (GBL) and gamification in robotics education. Analyz…
2026-08-13 · educational-robotics, game-based-learning, gamification, systematic-review, k-12
📄 RoboBlockly Studio: Conversational Block Programming With Embodied Robot Feedback for Computational Thinking
> **Synthesis:** Li, Du, Sun, and colleagues (2026) design and evaluate RoboBlockly Studio, an integrated interactive system that combines block-based programming, a conversational AI teaching agent, …
2026-08-13 · block-programming, educational-robotics, llm, programming-education, k-12
🏷️ Block-Based Programming
> **Block-based programming** — a visual programming paradigm in which learners build programs by snapping together graphical blocks (e.g., Scratch, Blockly) rather than typing text. Block-based envir…
2026-08-13 · block-programming, programming-education, educational-robotics, k-12
🏷️ Robots in Education
> **Robots in education (educational robotics)** — the use of physical or simulated robots as tools for teaching and learning. Educational robotics spans a wide spectrum: from programmable kits that t…
2026-08-13 · educational-robotics, human-robot-interaction, stem-education, k-12, higher-ed
🏷️ Embodied Learning
> **Embodied learning** — the pedagogical principle that learning is grounded in bodily experience, physical interaction, and the sensory-motor context of the learner. Embodied approaches hold that co…
2026-08-13 · embodied-learning, educational-robotics, social-robots, active-learning, situated-learning
🏷️ Programming Education
> **Programming education** — the teaching and learning of computer programming, from introductory block-based programming to advanced software development. In the AI era, programming education increa…
2026-08-13 · programming-education, cs-education, educational-robotics, k-12, higher-ed
📄 Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
> Wu et al. (2025, ACL) tackle the core challenge of [[simulating-students]]: LLMs trained as "helpful assistants" produce overly perfect answers and fail to model the natural imperfections and varied…
2026-08-12 · simulating-students, generative-ai, llm, student-modeling, knowledge-graph
📄 Generative AI-enhanced learning experiences for computational thinking: A systematic scoping review and design guidelines
> **Synthesis:** This systematic scoping review examines the use of GenAI to support the teaching of computational thinking skills. Results reveal a young but rapidly growing research field, with most…
2026-08-10 · generative-ai, higher-ed, ai-tutoring, systematic-review, design-guidelines
📄 Not all collaboration benefits from competition: Collaboration modes in a computational thinking game
> **Synthesis:** This study investigated different collaboration modes and how they interact with competition to influence computational thinking learning, group metacognition and in-game behaviours. …
2026-08-10 · collaborative-learning, ai-education, ai-tutoring, educational-technology, edtech-platform
🏷️ CS Education and AI
> **CS Education** — computer science education is the most-researched STEM subfield in the wiki, benefiting from natural alignment between AI tools and programming tasks. Code generation, debugging a…
2026-08-09 · stem-education, automated-grading, prompt-engineering, higher-ed, k-12
🏷️ STEM Education and AI
> **STEM Education** — science, technology, engineering, and mathematics education is the most common domain for AI in education research in the wiki. STEM's structured knowledge, clear right/wrong an…
2026-08-09 · cs-education, math-education, physics-education, k-12, higher-ed
📄 Using LLMs to Detect Growth in Computational Thinking in Introductory Physics
> **Synthesis:** Savage, Shanker, Michlitsch & Rebello (2026) investigate using LLMs to evaluate students' written explanations of computational physics problems at scale. Establishing a human-coded b…
2026-08-07 · llm, physics-education, stem-education, assessment, higher-ed
📄 A review of intervention designs of LLM Integration in Undergraduate Computer Science Education
This scoping review analyzed **13 experimental studies** on LLM integration in undergraduate [[cs-education]], examining how intervention design choices shape learning outcomes. The central finding: *…
2026-07-31 · cs-education, generative-ai, llm, scaffolding, instructional-design
📄 Analyzing Undergraduate Problem-Solving in Physics Through Interaction With an AI Chatbot
> **Synthesis:** A custom Socratic AI chatbot deployed in a large-enrollment introductory mechanics course with 150 first-year STEM majors, demonstrating that AI-driven Socratic dialogue can foster ex…
2026-07-29 · socratic-method, physics-education, generative-ai, intelligent-tutoring, socratic-questioning
📄 A Tool-Invariant Framework for Teaching and Assessing Computational Methods in the Age of Agentic AI
> **Larry Engelhardt (Francis Marion University)** — *arXiv:2607.15518* [physics.ed-ph], submitted 17 Jul 2026. CC BY 4.0. doi:10.48550/arXiv.2607.15518. > **Note on type:** This is a *framework / pos…
2026-07-19 · agentic-ai, ai-literacy, assessment, authentic-assessment, generative-ai
📄 Why does AI unlock new possibilities in STEM education? A Bibliometric Analysis of Trends and Future Agenda
STEM education faces challenges in personalization and interdisciplinary integration. AI technology has brought new possibilities, but the mechanisms by which AI reshapes the STEM education ecosystem …
2026-07-09 · stem-education, generative-ai, intelligent-tutoring, scaffolding, adaptive-learning
📄 Fostering machine learning literacy in senior primary education: Evaluating a structured pedagogical course design
> **Synthesis:** Fostering machine learning literacy in senior primary education: Evaluating a structured pedagogical course design…
2026-06-03 · ai-literacy, k-12, instructional-design
📄 Computational Thinking Development in AI Agent Creation: A Mixed-Methods Study
> Computational Thinking Development in AI Agent Creation: A Mixed-Methods Study **Sun et al. (2026)** — Multiple institutions. arXiv cs.CY.…
2026-05-15 · k-12, ai-literacy, stem-education, scaffolding, personalized-learning
📄 Understanding Student Effort Using Response-Time Propensities During Problem Solving
Adaptive learning systems produce substantial learning gains, yet many students engage too briefly or superficially to benefit. This paper addresses the central challenge of **measuring student effort…
2026-05-12 · adaptive-learning, assessment, engagement-metrics, learning-analytics, student-experience

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