Trust and Inclusion in AI-Mediated Education: Where Human Learning Meets Learning Machines

Dora Kourkoulou (Editor), Anastasia Olga Tzirides (Editor), Bill Cope (Editor), Mary Kalantzis (Editor)

Research output: Book/Report/Conference proceedingBook

Abstract

Trust and Inclusion in AI-Mediated Education: Where Human Learning Meets Learning Machines is a resource for researchers and practitioners in a field where the mainstreaming of AI technologies, and their increased capacities for deception, have produced confusion and fear. Identifying theoretical frameworks and practices in teaching with and training trustworthy and inclusive AI technology sheds light on the new challenges and opportunities for learning machines and their intersections with human learning. The book looks into the history of developing AI technology and algorithms. It offers theoretical models for best practices, interpretation, and evaluation, taking into account especially the needs of contemporary learners and their advanced literacies in cyber-social environments. The book presents in-depth analyses of recent and ongoing applications of state-of-the-art AI technologies in learning environments and classrooms assessments, ending with an interview with George Ritzer on McDonaldization and Artificial Intelligence.
Original languageEnglish (US)
PublisherSpringer
Number of pages324
ISBN (Electronic)9783031644870
ISBN (Print)9783031644863, 9783031644894
DOIs
StatePublished - Sep 28 2024

Publication series

NamePostdigital Science and Education
ISSN (Print)2662-5326
ISSN (Electronic)2662-5334

Keywords

  • AI-based assessment
  • Generative AI and learning
  • Explainable AI
  • Deep learning
  • Inclusive AI
  • Transposition literacies
  • Large language learning models
  • Reinforcing learning algorithms
  • Predictive algorithms and learning
  • Human-centered learning technologies
  • Postdigital education
  • Augmented teaching
  • Artificial intelligence
  • AI trustworthiness

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  • Applications of Explainable AI (XAI) in Education

    Liu, Q., Pinto, J. D. & Paquette, L., Sep 28 2024, Trust and Inclusion in AI-Mediated Education: Where Human Learning Meets Learning Machines. Kourkoulou, D., Tzirides, A. O., Cope, B. & Kalantzis, M. (eds.). Springer, p. 93-109 17 p. (Postdigital Science and Education; vol. Part F3835).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Deep Learning for Educational Data Science

    Pinto, J. D. & Paquette, L., Sep 28 2024, Trust and Inclusion in AI-Mediated Education: Where Human Learning Meets Learning Machines. Kourkoulou, D., Tzirides, A. O., Cope, B. & Kalantzis, M. (eds.). Springer, p. 111-139 29 p. (Postdigital Science and Education; vol. Part F3835).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Emotion Recognition in Self-Regulated Learning: Advancing Metacognition Through AI-Assisted Reflections

    Chen, S., Cheng, H. & Huang, Y., Sep 28 2024, Trust and Inclusion in AI-Mediated Education: Where Human Learning Meets Learning Machines. Kourkoulou, D., Tzirides, A. O., Cope, B. & Kalantzis, M. (eds.). Springer, p. 185-212 28 p. (Postdigital Science and Education; vol. Part F3835).

    Research output: Chapter in Book/Report/Conference proceedingChapter

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