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Outcomes – Differentiation
Research synthesis is AI-generated, human reviewed. Updated 05/2026.
Displaying 241 - 270 of 777
Divergent-Convergent Thinking In Large Language Models For Creative Problem Generation
Manh Hung Nguyen, Adish Singla. (12/2025). arXiv. https://arxiv.org/pdf/2512.23601v1
Problems With Large Language Models For Learner Modelling: Why Llms Alone Fall Short For Responsible Tutoring In K-12 Education
Danial Hooshyar, Yeongwook Yang, Gustav Sir, Tommi Karkkainen, Raija Hamalainen, Mutlu Cukurova, Roger Azevedo. (12/2025). arXiv. https://arxiv.org/pdf/2512.23036v1
Llteacher: A Tool For The Integration Of Generative Ai Into Statistics Assignments
Emanuela Furfaro, Simone Mosciatti. (12/2025). arXiv. https://arxiv.org/pdf/2512.23053v1
Evaluating an AI Tutor for Student Learning and Engagement in Community College Python Courses
Hao Loi, Charulata Trivedi, Gargi Chug, Cynthia Breazeal. (12/2025). ACM. https://dl.acm.org/doi/10.1145/3769694.3771169
Teaching With Ai: A Systematic Review Of Chatbots, Generative Tools, And Tutoring Systems In Programming Education
Said Elnaffar, Farzad Rashidi, Abedallah Zaid Abualkishik. (12/2025). arXiv. https://arxiv.org/pdf/2510.03884v2
Bidirectional Human-Ai Alignment In Education For Trustworthy Learning Environments
Hua Shen, NYU Shanghai, New York University. (12/2025). arXiv. https://arxiv.org/pdf/2512.21552v1
An Exploration Of Higher Education Course Evaluation By Large Language Models
Bo Yuan, Jiazi Hu. (12/2025). arXiv. https://arxiv.org/pdf/2411.02455v2
Agenttutor: Empowering Personalized Learning With Multi-Turn Interactive Teaching In Intelligent Education Systems
Yuxin Liu, Zeqing Song, Jiong Lou, Chentao Wu, Jie Li. (12/2025). arXiv. https://arxiv.org/pdf/2601.04219v1
Learning Factors In Ai-Augmented Education: A Comparative Study Of Middle And High School Students
Gaia Ebli, Bianca Raimondi, Maurizio Gabbrielli. (12/2025). arXiv. https://arxiv.org/pdf/2512.21246v1
From Pilots To Practices: A Scoping Review Of Genai-Enabled Personalization In Computer Science Education
Iman Reihanian, Yunfei Hou and Qingquan Sun. (12/2025). arXiv. https://arxiv.org/pdf/2512.20714v1
Can Llms Estimate Student Struggles? Human-Ai Difficulty Alignment With Proficiency Simulation For Item Difficulty Prediction
Ming Li, Han Chen, Yunze Xiao, Jian Chen, Hong Jiao, Tianyi Zhou. (12/2025). arXiv. https://arxiv.org/pdf/2512.18880v1
Comprehensive Ai Literacy: The Case For Centering Human Agency
Sri Yash Tadimalla, Justin Cary, Gordon Hull, Jordan Register, Tina Heafner, Daniel Maxwell, David Pugalee. (12/2025). arXiv. https://arxiv.org/pdf/2512.16656v1
Snapclass: An Ai-Enhanced Classroom Management System For Block-Based Programming
Bahare Riahi, Xiaoyi Tian, Ally Limke, Viktoriia Storozhevykh, Veronica Cateté, Tiffany Barnes, Nicholas Lytle, Khushbu Singh. (12/2025). arXiv. https://arxiv.org/pdf/2512.15825v1
Teachers' Perspectives On Integrating Al Tools In Classrooms: Insights From The Philippines
Vanessa B. Sibug, Vicky P. Vital, John Paul P. Miranda, Emerson Q. Fernando, Almer B. Gamboa, Hilene E. Hernandez, Joseph Alexander Bansil, Elmer M. Penecilla, Dina D. Gonzales. (12/2025). arXiv. https://arxiv.org/pdf/2601.06043v1
How K-12 Educators Use Ai: Llm-Assisted Qualitative Analysis At Scale
Alex Liu, Lief Esbenshade, Shawon Sarkar, Zewei (Victor) Tian, Zachary Zhang, Kevin He, Min Sun. (12/2025). arXiv. https://arxiv.org/pdf/2507.17985v3
Embedding-Based Rankings Of Educational Resources Based On Learning Outcome Alignment: Benchmarking, Expert Validation, And Learner Performance
Mohammadreza Molavi, Mohammad Moein, Mohammadreza Tavakoli, Abdolali Faraji, Stefan T. Mol, Gabor Kismihok. (12/2025). arXiv. https://arxiv.org/pdf/2512.13658v1
On Emerging Paradigm Of Teaching Measurement Science And Technology In Times Of Ubiquitous Use Of Ai Tools
Roman Z. Morawski. (12/2025). arXiv. https://arxiv.org/pdf/2512.13028v1
From Co-Design To Metacognitive Laziness: Evaluating Generative Ai In Vocational Education
Amir Yunus, Gay Peng Rend, Lee Oon Teng. (12/2025). arXiv. https://arxiv.org/pdf/2512.12306v1
Unveiling User Perceptions In The Generative Ai Era: A Sentiment-Driven Evaluation Of Ai Educational Apps' Role In Digital Transformation Of E-Teaching
Adeleh Mazaherian, Erfan Nourbakhsh. (12/2025). arXiv. https://arxiv.org/pdf/2512.11934v1
Evolutionary Reinforcement Learning Based Al Tutor For Socratic Interdisciplinary Instruction
Mei Jiang, Haihai Shen, Zhuo Luo, Bingdong Li, Wenjing Hong, Ke Tang, Aimin Zhou. (12/2025). arXiv. https://arxiv.org/pdf/2512.11930v1
Leaftutor: An Ai Agent For Programming Assignment Tutoring
Madison Bochard, Tim Conser, Alyssa Duran, Lazaro Martull, Pu Tian, and Yalong Wu. (12/2025). arXiv. https://arxiv.org/pdf/2601.02375v1
Flora: An Advanced AI-Powered Engine To Facilitate Hybrid Human-AI Regulated Learning
Xinyu Li, Tongguang Li, Lixiang Yan, Yuheng Li, Linxuan Zhao, Mladen Rakovic, Inge Molenaar, Dragan Gasevic, Yizhou Fan. (12/2025). arXiv. https://arxiv.org/abs/2507.07362v3
Report On The Scoping Workshop On AI In Science Education Research
Marcus Kubsch, Marit Kastaun, Peter Wulff, Nicole Graulich, Moriah Ariely, Alexander Bergmann-Gering, Sebastian Gombert, Bor Gregorcic, Hendrik Härtig, Benedikt Heuckmann, Andrea Horbach, Christina Krist, Gerd Kortemeyer, Ben Münch, Samuel Pazicni, Joshua M. Rosenberg, Sascha Schanze, Gena Sbeglia, Vidar Skogvoll, Christophe Speroni, Christoph Thyssen, Lars-Jochen Thoms, Brandon J. Yik, Xiaoming Zhai. (12/2025). arXiv. https://arxiv.org/abs/2511.14318v3
Teacher-AI Collaboration For Curating And Customizing Lesson Plans In Low-Resource Schools
Deepak Varuvel Dennison, Bakhtawar Ahtisham, Kavyansh Chourasia, Nirmit Arora, Rahul Singh, Rene F. Kizilcec, Akshay Nambi, Tanuja Ganu, Aditya Vashistha. (12/2025). arXiv. https://arxiv.org/abs/2507.00456v2
Large Language Models For Education And Research: An Empirical And User Survey-Based Analysis
Md Mostafizer Rahman, Ariful Islam Shiplu, Md Faizul Ibne Amin, Yutaka Watanobe, Lu Peng. (12/2025). arXiv. https://arxiv.org/abs/2512.08057v1
Classifying German Language Proficiency Levels Using Large Language Models
Elias-Leander Ahlers, Witold Brunsmann, Malte Schilling. (12/2025). arXiv. https://arxiv.org/abs/2512.06483v1
Systematically Thinking About The Complexity Of Code Structuring Exercises At Introductory Level
Georgiana Haldeman, Peter Ohmann, Paul Denny. (12/2025). arXiv. https://arxiv.org/abs/2512.06178v1
Which Type Of Students Can Llms Act? Investigating Authentic Simulation With Graph-Based Human-Ai Collaborative System
Haoxuan Li, Jifan Yu, Xin Cong, Yang Dang, Daniel Zhang-Li, Lu Mi, Yisi Zhan, Huiqin Liu, Zhiyuan Liu. (12/2025). arXiv. https://arxiv.org/abs/2502.11678v4
On The Role And Impact Of Genai Tools In Software Engineering Education
Qiaolin Qin, Ronnie de Souza Santos, Rodrigo Spinola. (12/2025). arXiv. https://arxiv.org/abs/2512.04256v1
Advisingwise: Supporting Academic Advising In Higher Education Settings Through A Human-In-The-Loop Multi-Agent Framework
Wendan Jiang, Shiyuan Wang, Hiba Eltigani, Rukhshan Haroon, Abdullah Bin Faisal, Fahad Dogar. (12/2025). arXiv. https://arxiv.org/abs/2511.05706v2
