Ethical and privacy principles for learning analytics

Cited by (583)

Items 501–583 of 583

1. Future Directions in Educational Impact Assessment
   Luis Portales Derbez · 2025 · Springer eBooks
2. From Linguistic Rights to Explainable Learning Analytics: A Cross-jurisdictional Policy Framework for Generative AI Feedback in Professional Interpreter Education
   Ran Yi · 2026 · Research Square
3. De-siloing Federal Data Repositories with Care: Toward a Data Integration Ethical Framework
   John A. Williams III, Sonyia C. Richardson, Danielle R. Harrell, Virginia Redwine Johnson, Kala Burrell-Craft · 2026 · The Urban Review
4. CATALYST: learner feedback mining with an LLM-based automated thematic analysis
   Lingchen Kong, Jinnie Shin, Pavlo “Pasha” Antonenko · 2026 · Interactive Learning Environments
5. Institutional Analytics for Transformation
   Ryan S. Baker · 2026 · Rastros Rostros
6. Personal Data Protection in Academic Research: a Comparative Analysis of Italian University policies
   Michele Baldassarre, Martina Dicorato, Anna Maria Cuzzi · 2025 · International Conference on Education Technology and Computers (ICETC)
7. Ethical Governance Models for Artificial Intelligence Deployment in K–12 Education: Balancing Algorithmic Personalization, Accountability and Child Protection Policy
   Maduabuchukwu Augustine Onwuzurike, Favour Ojochide · 2025 · International Journal of Scientific Research and Modern Technology
8. Formulating an Innovative Gamified Personalized Learning Ecosystem Integrating 3D/VR Environments, Machine Learning, and Business Intelligence
   Nymfodora-Maria Raftopoulou, Petros L. · 2026 · Sociology Study
9. Les learning analytics pour promouvoir l'engagement et la réflexion des apprenants en situation d'apprentissage pratique
   Rémi Venant · 2017
10. Outlier Detection as a Tool for Reinforcing Data Analysis and Prediction in Education
    Daria Novoseltseva · 2022
11. Reimagining Education With Artificial Intelligence
    Volkan Duran, Ferdi Çelık · 2026 · Advances in computational intelligence and robotics book series
12. From Noise to Sense-Making
    Leandro Ferreira Pereira, José Crespo de Carvalho · 2026 · Advances in computational intelligence and robotics book series
13. An Energy-Aware Benchmark of Machine Learning Models for Cloud-Based Educational Analytics
    Essa Eqal Almazroei · 2026 · IEEE International Conference on Communication Systems and Network Technologies (CSNT)
14. Ethical, Legal and Security Aspects of the Use of Artificial Intelligence in Education
    Mane Narančić, Vladimir Lović, Miloš Dimitrijević, Aleksandra Pavićević · 2026 · International Journal of Cognitive Research in Science Engineering and Education
15. Measuring Cognitive Load Index in Online Learning: A Multi‐Modal Approach
    Fatema Rahimi, Abolghasem Sadeghi-Niaraki, Jamil Hussain, Houbing Song, Huihui Wang, Soo-Mi Choi · 2026 · Journal of Computer Assisted Learning
16. Academic Stewardship through AI-Enabled Learning Governance: Ethical Systems for Inclusive Learner Support in Higher Education
    Chi Che, Brian Perkins · 2026 · Research Square
17. Artificial Intelligence in Education
    Rajani Mahesh Yemul, Shubham Suresh Vyavahare, Mahesh Satyanarayan Yemul, Virupakshappa Patil · 2026 · Advances in computational intelligence and robotics book series
18. Teaching in the Virtual Worlds
    Nansy Kouroupi · 2026 · Advances in computational intelligence and robotics book series
19. Ethical Concerns and Bias in Educational Machine Learning Systems
    Rehan Saeed Khan · 2026 · Advances in computational intelligence and robotics book series
20. Regulating the Emergence of AI in Education
    Amrita Baid More, Arpan Shrivastava · 2026 · Advances in computational intelligence and robotics book series
21. A Predictive-Cognitive Framework for Using Early Alert Analytics to Reduce Student Dropout in Higher Education
    Archan Mitra, Supratim Mukherjee, Vishal Jain, Shashi Kant Gupta · 2026 · IGI Global eBooks
22. Modelo de integración de inteligencia artificial para la personalización del aprendizaje en la educación superior ecuatoriana
    Jacqueline Mishel Reina-Alvarado, Mireya Alexandra Calderón Curipoma · 2026 · INNOVA Research Journal
23. Microlearning in higher education course: an exploration of student’s behavioral pattern, cognitive engagement and learning outcome using a developed intelligent monitoring platform
    Xin Wei, Yan Zeng, Zizhu Miao, Peizhong Xie, Junhao Shan, Liang Zhou · 2026 · Education and Information Technologies
24. Toward a Zero Trust Security Framework for Smart Learning Environments: Integrating Intrusion Detection Systems to Mitigate Adversarial Machine Learning Threats in AI-Driven Education
    Abdissamad Ayoubi, Loubna Laaouina, Adil Jeghal, Hamid Tairi · 2026 · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
25. Timing-Aware Intervention Control in Adaptive Learning Systems: From Content Recommendation to Learning Process Regulation
    Ryo Sugawara · 2026 · SSRN Electronic Journal
26. A Distributed Data Fusion and Lightweight Deep Learning Framework for Hierarchical Risk Prediction over Heterogeneous Institutional Data Streams
    Jinyun Hu, Xuenan Du, Song Wen, Jian Su, Li Na, Jiangbo Guo, Huayan Shang · 2026 · Research Square
27. Risk Governance of Algorithmic Recommendation in Education for Fostering a Strong Sense of Community for the Chinese Nation: A Conceptual Analysis in Chinese Higher Education
    Guangming Gao · 2026 · Global Education Ecology
28. From Scores to Probabilities to Actions: Option-Level Joint Knowledge Tracing with Post-hoc Calibration for Intelligent Education
    Lingyan Meng, Bárbara Briscioli, Guanghao Lin, Donghui Zhang, 张志杰 · 2026 · Research Square
29. Strategic and Long-Term Educational Planning
    Zahid Ahmad Thoker, Lovleen Marwaha · 2026 · IGI Global eBooks
30. Policy-Governed LLM Routing with Intent Matching for Instrument Laboratories
    Emmanuel A. Olowe, Danial Chitnis · 2026 · IEEE Global Engineering Education Conference (EDUCON)
31. Don’t Forget to Remember: Skill-Decay Dashboards that Time Micro-reviews Using Learners’ Forgetting Curves
    GOPIKANTH ANKAM, SATYA KARTEEK GUDIPATI, SAMBASIVA RAO AKKISETTI · 2026 · Lecture notes in computer science
32. Learning Analytics in Bildungsorganisationen – Chancen und Herausforderungen
    Joana Heil, Dirk Ifenthaler · 2026 · Springer eBooks
33. A process-oriented analytic framework for problem-finding in higher education: capturing inquiry trajectories through multimodal trace data and AI-mediated support
    Shinya Takano, Kentaro Nagahara, Yoshiko Ohara · 2026 · Educational Technology Research and Development
34. The acceptability of AI in higher education: A qualitative study about the notion of education and AI
    Florian Richter, Matthias Uhl · 2026 · Social Sciences & Humanities Open
35. Human–Computer Interaction Patterns in E-Learning: Insights from Learning Behavior Mining for Performance Prediction
    Fasih Iqbal, Hassam Iqbal · 2026 · International Journal of Innovations in Science and Technology
36. Reconstructing the Data-Driven Talent Development Chain in New Business Education: Competency Identification, Collaborative Incubation, and Outcome Optimization
    Can Jiang, Xinyu Xu, Shuangjin Wang · 2026 · Journal of higher education teaching.
37. Video Plugins for Enhanced Learning Analytics in Moodle
    Vladyslav Pylypenko, DMІTRIY NOVAK, Volodymyr Statsenko · 2026 · Lecture notes in networks and systems
38. Evaluating AI-based visual privacy through Cartoonification: Impact on expressive participation and consent for data retention
    Tochukwu Dominic Eze, Khalil Anderson, Marcelo Bonilla Worsley · 2026 · Computers and Education Open
39. The Future of Intelligent School Facilities
    S. Umamageswari, L. Sangeetha, V. Shyamala Susan, I Gusti Bagus Yosia Wiryakusuma · 2026
40. Learning Analytics and Early Warning Systems for Mathematics Achievement: A Multi-Country Comparative Programme Evaluation
    Maryam Jimoh · 2026 · Research Square
41. How Human-Centered Is AI-Aided Learning in Education?
    Sabine Prezenski · 2026 · Springer eBooks
42. Systematic Review of the Research on the Development of Learner Dashboard for Self-Directed Learning
    Yo-Seph Park, Youn-Joon Lee · 2026 · Journal of Digital Contents Society
43. Building an Integrated Supportive Ecosystem for Mental Health Education across Educational Stages in the Digital and AI Era
    Chunqing WANG, Yenan Zhang · 2026 · Higher education and practice.
44. Digital Value Co-Creation and University Signaling Through Educational Innovation
    Andi Juanna, Diajeng Reztrianti, Setyo Ferry Wibowo, Azzahrah Putri Haykal, Noval Sufriyanto Talani · 2026 · IGI Global eBooks
45. From Feedback to Feedforward
    Vedat Kızıl · 2026 · Advances in computational intelligence and robotics book series
46. Learning analytics and data-driven decision-making in educational institutions: a policy perspective
    Saman M. Almufti‎ · 2026 · Journal of Learning and Educational Policy
47. Privacy Concerns in Big Data Analytics for Student Performance Assessment
    Mokhigul Tursunkhujaeva, Malikakhon Komilova, Malikakhon Akhmedova, Dilnavozkhon Yokubjonova · 2026 · International Conference on Sustainable Computing and Integrated Communication in Changing Landscape of AI (ICSCAI)
48. MOOC in the AI Era: The Transformation of Digital Education
    Anderias Henukh · 2026 · Education and human development
49. Utilizing Big Data to Understand and Improve Student Collaboration in Group Projects
    Nigora Tashlanova, Iroda Tishabayeva, Ilkhomiddin Rustamov, Shakhobiddin Kholmatov, Odiljon Inamov, Sayidov Shukrullo Khaliljonovich · 2026 · International Conference on Sustainable Computing and Integrated Communication in Changing Landscape of AI (ICSCAI)
50. AI-Augmented Creativity in Personalized Learning Pathways
    Uju Judith Eziokwu · 2026 · Advances in computational intelligence and robotics book series
51. ENHANCING DIGITAL COMPETENCE IN NETWORK TECHNOLOGIES EDUCATION THROUGH RULE-BASED ADAPTIVE LEARNING AND WEB-BASED LEARNING ANALYTICS
    Sh Yuldashev · 2026 · Science and Innovation
52. Technology-Enhanced Assessment and Learner Autonomy in TEFL
    Vidhya Lakshmi C. N., Gibin G Varghese · 2026 · IGI Global eBooks
53. Artificial intelligence in education: effects on motor learning, motivation, and student engagement from an educational psychology perspective
    Amin DALY, Sofiene Mnedla, Mohamed Souhaiel Chelly · 2026 · Frontiers in Psychology
54. Ethically integrated generative AI for reading and vocabulary development in higher education: an experimental study of efficacy and learner perceptions
    Shaista Rashid, Sadia Malik, Fatima Ghauri · 2026 · Asian-Pacific Journal of Second and Foreign Language Education
55. Teacher Readiness‐By‐Design for AI ‐Rich Interactive Learning
    Tendai Charles · 2026 · Journal of Computer Assisted Learning
56. A Multidimensional Framework for Evaluating Learning Outcomes in Gamified Metaverse Education
    Tendai Charles · 2026 · IGI Global eBooks
57. Transforming Virtual Reality Simulation Logs into Pedagogically Interpretable Evidence
    Ibis Marlene Álvarez Valdivia, Sergi Robles, Alejandro Romero-Hernández, Andy Morodo, Borja Manero · 2026 · Education Sciences
58. EMSEIF Provides an Explainable AI Framework for Multi Stakeholder Curriculum Feedback and Quality Assurance in Higher Education
    Sneha Singha, Ganesh R. Pathak · 2026 · Research Square
59. STEAP: Camera-Based Longitudinal Classroom Behavior Sensing and Static–Temporal Data Fusion for Academic Performance Prediction in Software Engineering Education
    Jialing Wang, Qikai Lin, Yunhong Ding, Jingyu Liu, Bo Qi · 2026 · Sensors
60. Risk Governance of Algorithmic Recommendation in Education for Fostering a Strong Sense of Community for the Chinese Nation: A Conceptual Analysis in Chinese Higher Education
    Guangming Gao · 2026 · iEducation
61. Beyond Traditional Sales Training: An AI Driven Experiential Learning Framework
    Parvinder Pal Singh, Anshu Saran, Imran Khan, Morris Kalliny · 2026 · Marketing Education Review
62. AI-Enhanced Experimental Teaching Platform for Cultivating Students' Ability to Solve Complex Engineering Problems
    Minghao Zhang, Ye Pan, Chun He · 2026 · UK-China Teaching, Learning, and Educational Technology (TILE-TEC)
63. La alta aceptación de la inteligencia artificial no implica confianza plena: cambios pre–post en comprensión y percepciones de estudiantes universitarios
    Nicolás Guarnizo Carballo, Javier Gutiérrez, Andrés Balcázar · 2026 · Revista perspectivas/Perspectiva
64. Predicting At Risk Student Performance at the First Quarter Semester Boundary Using Ensemble Learning
    Omara Innocent · 2026 · Research Square
65. The Pocket Tutor Has a Price: Scaffolding Self-Paced Learning with AI
    Hasan M. Jamil · 2026 · Big Data and Cognitive Computing
66. Large language models for teaching and learning in higher education: opportunities, challenges, and future directions
    Zhengdao Li, Jordi Conesa, Moncef Gabbouj, Xiaofeng Chen · 2026 · International Journal of Educational Technology in Higher Education
67. CA-DAL: Consent-Aware Permissioned-Ledger Audit Trails for Human-Centric Learning Analytics
    Aditya Nur Cahyo, Muhammad Koprawi, Jan Wantoro · 2026 · International Conference on Information Management and Technology (ICIMTech)
68. An NLP-assisted and explainable rule-based platform for formative feedback from academic similarity reports
    Edwin Roi Casas Huamanta, David Vladimir Arratea Pillco, Jose Gabriel Seijas-Díaz, Enrique Alejandro Barbachán Ruales, Julio Iván Torres Manrique, Ítalo Wile Alejos Patiño · 2026 · Frontiers in Education
69. Systematic Literature Review on Spatially Moderated Multimodal Learning Analytics for Civil Servant Training Personalization
    Pujiatmo Subarkah, Arief Setyanto, Alva Hendi Muhammad, Melwin Syafrizal · 2026 · International Electronics Symposium (IES)
70. Blockchain-Driven Federated Learning for Privacy-Preserving Smart Classrooms
    Jaya Saxena · 2026 · IGI Global eBooks
71. Personalized learning model for higher education based on the integration of big data and ideological and political education
    雪娇 徐, Xiangjun Lin · 2026 · Acta Psychologica
72. Community-in-the-Loop Governance for AI-Enabled Learning Analytics in European Schools - A Socio-Technical Framework from the Schoolwise Project
    G Boccuzzi, Alberto Nico, Giancarlo Masi, Flavio Manganello · 2026 · International Conference on Information Technology for Social Good (GoodIT)
73. Deep Learning Architectures for Predictive Tasks in Learning Analytics: A Systematic Mapping and Architectural Analysis
    Alejandro Felipe Zárate Pérez, Boris Escalante Ramírez, Idalia Flores De la Mota, Jimena Olveres · 2026 · Lecture notes in computer science
74. Early warning of academic risk from the first four weeks of online learning activity and assessment performance: a leakage-controlled, demographic-data-minimizing study on the OULAD benchmark
    Mingyu Wu, Jinye Jia, Thu Thuan Pham · 2026 · Frontiers in Education
75. Reframing Quality and Integrity in AI-Powered Assessment
    Sohom Saha, Mahendra Kumar Singh · 2026 · Advances in computational intelligence and robotics book series
76. Evaluating multimodal explainable adaptive learning in university EFL education: Learner outcomes, teacher oversight, and implementation conditions
    Houda Boumediene, Abeer Aljohani, Mustapha Bouakkaz · 2026 · Acta Psychologica
77. From pedagogical intention to ecosystem readiness: multi-stakeholder evidence on integral learning innovation in Colombian primary schools
    Juan Buitrago-Díaz, Rubén Baena-Navarro, Yulieth Carriazo-Regino · 2026 · Education Innovations Systems and Future Learning
78. Distributed Artificial Intelligence for Privacy Preservation and Cyber Resilience in Educational Ecosystems
    Iacovos I. Ioannou, Vasos Vassiliou · 2026 · Advances in computational intelligence and robotics book series
79. Secure Design Principles for AI-Driven Learning Platforms
    Emmanuel Kigmo Yonga · 2026 · Advances in computational intelligence and robotics book series
80. RAQAMLI TA’LIM MUHITIDA O‘QUV ANALITIKASI VA BAHOLASH TEXNOLOGIYALARI ORQALI TA’LIM SAMARADORLIGINI OSHIRISHNING PEDAGOGIK MEXANIZMLARI
    Shaxnoza Akbaraliyeva · 2026
81. Privacy-Preserving Artificial Intelligence in Digital Learning: A Systematic Review of Federated Learning, Differential Privacy, Security, and Educational Utility in Higher Education
    Adesegun Nurudeen Osijirin, Oliver Okechukwu, Leonard C. Anigbo · 2026 · Research Square
82. Comparative Analysis of Student Performance and Discussion Participation in Online Learning Environments
    Triparna Kundu, Eugene Pinsky · 2026 · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
83. A comparative study of Talkpal.AI-mediated and task-based instruction in relation to EFL students’ uncertainty-related speaking anxiety and metacognitive awareness in speaking: Insights from self-regulated learning theory
    Shan-Shan Guan · 2026 · Learning and Motivation