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Outcomes – Differentiation
Research synthesis is AI-generated, human reviewed. Updated 09/2025.
Displaying 61 - 90 of 519
Evaluating Ai-Powered Learning Assistants In Engineering Higher Education: Student Engagement, Ethical Challenges, And Policy Implications
Ramteja Sajja, Yusuf Sermet, Brian Fodale, Ibrahim Demir. (10/2025). arXiv. https://arxiv.org/abs/2506.05699v2
Multi-Stakeholder Alignment In Llm-Powered Collaborative Ai Systems: A Multi-Agent Framework For Intelligent Tutoring
Alexandre P Uchoa, Carlo ET Oliveira, Claudia L R Motta, Daniel Schneider. (10/2025). arXiv. https://arxiv.org/abs/2510.23245v1
Pedagogy-Driven Evaluation Of Generative Ai-Powered Intelligent Tutoring Systems
Kaushal Kumar Maurya and Ekaterina Kochmar. (10/2025). arXiv. https://arxiv.org/abs/2510.22581v1
Towards Ai Agents For Course Instruction In Higher Education: Early Experiences From The Field
Yogesh Simmhan, Varad Kulkarni. (10/2025). arXiv. http://arxiv.org/abs/2510.20255v1
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models For Educational Text Classification
Shiqi Liu, Sannyuya Liu, Lele Sha, Zijie Zeng, Dragan Gasevic, Zhi Liu. (10/2025). arXiv. http://arxiv.org/abs/2406.00954v2
Integration of AI in STEM Education, Addressing Ethical Challenges in K-12 Settings
Shaouna Shoaib Lodhi, Shoaib Lodhi. (10/2025). arXiv. http://arxiv.org/abs/2510.19196v1
Ai-Driven Personalized Learning: Predicting Academic Performance Through Leadership Personality Traits
Nitsa J Herzog, Rejwan Bin Sulaiman, David J Herzog, Rose Fong. (10/2025). arXiv. http://arxiv.org/abs/2510.19964v1
Relief Or Displacement? How Teachers Are Negotiating Generative Al'S Role In Their Professional Practice
Aayushi Dangol, Smriti Kotiyal, Robert Wolfe, Alex J. Bowers, Antonio Vigil, Jason Yip, Julie A. Kientz, Suleman Shahid, Tom Yeh, Vincent Cho, Katie Davis. (10/2025). arXiv. http://arxiv.org/abs/2510.18296v1
Plural Voices, Single Agent: Towards Inclusive Ai In Multi-User Domestic Spaces
JOYDEEP CHANDRA*, SATYAM KUMAR NAVNEET*. (10/2025). arXiv. http://arxiv.org/abs/2510.19008v1
A Survey On Feedback Types In Automated Programming Assessment Systems
Eduard Frankford, Tobias Antensteiner, Michael Vierhauser, Clemens Sauerwein, Vivien Wallner, Iris Groher, Reinhold Plösch, Ruth Breu. (10/2025). arXiv. http://arxiv.org/abs/2510.18923v1
Integrating Large Language Models And Evaluating Student Outcomes In An Introductory Computer Science Course
Annapurna Vadaparty, David H. Smith IV, Samvrit Srinath, Mounika Padala, Christine Alvarado, Jamie Gorson Benario, Daniel Zingaro, Leo Porter. (10/2025). arXiv. http://arxiv.org/abs/2510.18806v1
Eduadapt: A Question Answer Benchmark Dataset For Evaluating Grade-Level Adaptability In Llms
Numaan Naeem, Abdellah El Mekki, Muhammad Abdul-Mageed. (10/2025). arXiv. http://arxiv.org/abs/2510.17389v1
Sketchmind: A Multi-Agent Cognitive Framework For Assessing Student-Drawn Scientific Sketches
Ehsan Latif, Zirak Khan, Xiaoming Zhai. (10/2025). arXiv. http://arxiv.org/abs/2507.22904v2
Integrating Generative Al Into Lms: Reshaping Learning And Instructional Design
Xinran Zhu, Liam Magee, Peg Mischler. (10/2025). arXiv. http://arxiv.org/abs/2510.18026v1
Domain-Contextualized Concept Graphs: A Computable Framework For Knowledge Representation
Chao Li, Yuru Wang. (10/2025). arXiv. http://arxiv.org/abs/2510.16802v1
Socratic Mind: Impact Of A Novel Genai-Powered Assessment Tool On Student Learning And Higher-Order Thinking
Jeonghyun Lee, Jui-Tse Hung, Meryem Yilmaz Soylu, Diana Popescu, Christopher Zhang Cui, Gayane Grigoryan, David A Joyner, Stephen W Harmon. (10/2025). arXiv. http://arxiv.org/abs/2509.16262v2
Personalized Learning Path Planing Through Goal-Driven Learner State Modeling
Joy Jia Yin Lim, Ye He, Jifan Yu, Xin Cong, Daniel Zhang-Li, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu. (10/2025). arXiv. http://arxiv.org/abs/2510.13215v1
AI-Agents For Culturally Diverse Online Higher Education Environments
Fuze Sun, Paul Craig, Lingyu Li, Shixiangyue Meng, Chuxi Nan. (10/2025). arXiv. http://arxiv.org/abs/2510.10520v2
Reliable Generation Of Isomorphic Physics Problems Using Generative Ai With Prompt-Chaining And Tool Use
Zhongzhou Chen. (10/2025). arXiv. http://arxiv.org/abs/2508.14755v2
Learnlens: Llm-Enabled Personalised, Curriculum-Grounded Feedback With Educators In The Loop
Runcong Zhao, Artem Bobrov, Jiazheng Li, Cesare Aloisi, Yulan He. (10/2025). arXiv. http://arxiv.org/abs/2507.04295v4
Globalizeed: A Multimodal Translation System That Preserves Speaker Identity In Academic Lectures
Hoang-Son Vo, Karina Kolmogortseva, Ngumimi Karen Iyortsuun, Hong-Duyen Vo, Soo-Hyung Kim. (10/2025). arXiv. http://arxiv.org/abs/2510.11596v1
Automatic Piecewise Linear Regression For Predicting Student Learning Satisfaction
Haemin Choi, Gayathri Nadarajan. (10/2025). arXiv. http://arxiv.org/abs/2510.10639v1
Artificial Intelligence For Optimal Learning: A Comparative Approach Towards Ai-Enhanced Learning Environments
Ananth Hariharan. (10/2025). arXiv. http://arxiv.org/abs/2510.11755v1
Notebooklm As A Socratic Physics Tutor: Design And Preliminary Observations Of A Rag-Based Tool
Eugenio Tufino. (10/2025). arXiv. http://arxiv.org/abs/2504.09720v3
The Mechanical Yes-Man: Emancipatory Ai Pedagogy In Higher Education
Dr Linda Rocco. (10/2025). arXiv. http://arxiv.org/abs/2510.10176v1
Survey Of Natural Language Processing For Education: Taxonomy, Systematic Review, And Future Trends
Yunshi Lan, Xinyuan Li, Hanyue Du, Xuesong Lu, Ming Gao, Weining Qian, Aoying Zhou. (10/2025). arXiv. http://arxiv.org/abs/2401.07518v4
Student-Ai Interaction In An Llm-Empowered Learning Environment: A Cluster Analysis Of Engagement Profiles
Zhanxin Hao, Jianxiao Jiang, Jifan Yu, Zhiyuan Liu, Yu Zhang. (10/2025). arXiv. http://arxiv.org/abs/2503.01694v3
Edumath: Generating Standards-Aligned Educational Math Word Problems
Bryan R. Christ, Penelope Molitz, Jonathan Kropko, Thomas Hartvigsen. (10/2025). arXiv. http://arxiv.org/abs/2510.06965v1
From Handwriting To Feedback: Evaluating Vlms And Llms For Ai-Powered Assessment In Indonesian Classrooms
Nurul Aisyah, Muhammad Dehan Al Kautsar, Arif Hidayat, Raqib Chowdhury, Fajri Koto. (10/2025). arXiv. http://arxiv.org/abs/2506.04822v2
Investigating Students' Preferences For Ai Roles In Mathematical Modelling: Evidence From A Randomized Controlled Trial
Wangda Zhu, Guang CHEN, Yumeng Zhu, Lei Cai, Xiangen Hu. (10/2025). arXiv. http://arxiv.org/abs/2510.06617v1
