The risk of algorithmic injustice for interactive learning environments

Rospigliosi, A. 2021. The risk of algorithmic injustice for interactive learning environments. Interactive Learning Environments. 29 (4), pp. 523-526. https://doi.org/10.1080/10494820.2021.1940485

TitleThe risk of algorithmic injustice for interactive learning environments
TypeJournal article
AuthorsRospigliosi, A.
Abstract

Major changes are taking place in education, and the most pressing of these changes is how the role and scope of artificial intelligence (AI) is increasing. After a very long AI winter the exponential growth of very large datasets brought about by mass participation on online platforms, and the increasing sophistication of machine learning algorithms, mean AI is a realisable option. The combination of big data with powerful means of pattern matching is leading to many more instances where the resulting outputs have a real-world impact on learning environments. For example, recently the UK government used an algorithm to calculate the grades of all schoolchildren when the Covid 19 pandemic disrupted summer exams. This very large-scale application of AI was subject to intense scrutiny by the young students, their parents and teachers and was found wanting. This editorial seeks to review the mission of the Journal of Interactive Learning Environments (ILE) in the context of AI and algorithms. This is a useful endeavour as there is a growing recognition of the potential harms, and risks, of the application of AI. These potential harms range from surveillance capitalism, which facilitates the ever more intrusive and intense targeting of commercial content; to systems of citizen control, which use video surveillance as a means of scrutiny, and even subjugation, of populations. This is at a time when the use of AI for scrutiny and control in learning environments offers enormous opportunities, and many researchers and practitioners are exploring the possibilities of AI and algorithms.

JournalInteractive Learning Environments
Journal citation29 (4), pp. 523-526
ISSN1049-4820
1744-5191
Year2021
PublisherTaylor & Francis
Digital Object Identifier (DOI)https://doi.org/10.1080/10494820.2021.1940485
Web address (URL)https://doi.org/10.1080/10494820.2021.1940485
Publication dates
Published19 May 2021

Related outputs

What is the role of ChatGPT and other large language model AI in Higher Education?
Rospigliosi, Pericles Asher 2024. What is the role of ChatGPT and other large language model AI in Higher Education? Interactive Learning Environments. 32 (2), pp. 393-394. https://doi.org/10.1080/10494820.2024.2330836

Classifications in our interactive learning environments need careful critical scrutiny
Rospigliosi, A. 2023. Classifications in our interactive learning environments need careful critical scrutiny. Interactive Learning Environments. 31 (2), pp. 591-592. https://doi.org/10.1080/10494820.2023.2189799

Artificial intelligence in teaching and learning
Rospigliosi, A. 2023. Artificial intelligence in teaching and learning. Interactive Learning Environments. 31 (1), pp. 1-3. https://doi.org/10.1080/10494820.2023.2180191

Adopting the metaverse for learning environments means more use of deep learning artificial intelligence: this presents challenges and problems
Rospigliosi, A. 2022. Adopting the metaverse for learning environments means more use of deep learning artificial intelligence: this presents challenges and problems. Interactive Learning Environments. 30 (9), pp. 1573-1576. https://doi.org/10.1080/10494820.2022.2132034

Why we need critical pedagogy in post pandemic interactive learning environments
Rospigliosi, A. 2022. Why we need critical pedagogy in post pandemic interactive learning environments. Interactive Learning Environments. 30 (5), pp. 779-781. https://doi.org/10.1080/10494820.2022.2079277

Vocationalism in British Higher Education for a knowledge based economy
Rospigliosi, A. 2022. Vocationalism in British Higher Education for a knowledge based economy. in: Rein, V. and Wildt, J. (ed.) Discourses, Perspectives, Implications, and Options for Science and Practice Verlag Barbara Budrich. pp. 207-232

Metaverse or Simulacra? Roblox, Minecraft, Meta and the turn to virtual reality for education, socialisation and work
Rospigliosi, A. 2022. Metaverse or Simulacra? Roblox, Minecraft, Meta and the turn to virtual reality for education, socialisation and work. Interactive Learning Environments. 30 (1), pp. 1-3. https://doi.org/10.1080/10494820.2022.2022899

Learning from the quantified self
Rospigliosi, A. 2021. Learning from the quantified self. Interactive Learning Environments. 29 (7), pp. 1059-1061. https://doi.org/10.1080/10494820.2021.1994759

Accelerated modernity
Rospigliosi, A. and Raza-Mejia, S. 2021. Accelerated modernity. in: Cobanoglu, C. and Corte, V.D. (ed.) Advances in global services and retail management: volume 2 University of South Florida M3 Publishing.

Action learning for neighbourhood improvement – from practice to theory
Rospigliosi, A. and Bourner, T. 2021. Action learning for neighbourhood improvement – from practice to theory. Action Learning: Research and Practice. 18 (2), pp. 136-150. https://doi.org/10.1080/14767333.2021.1930514

The Fully Functioning University (Great Debates in Higher Education)
Bourner, T., Rospigliosi, A. and Heath, L. 2020. The Fully Functioning University (Great Debates in Higher Education). Emerald Publishing Limited.

Digital transformation of education: can an online university function fully?
Rospigliosi, A. 2020. Digital transformation of education: can an online university function fully? Interactive Learning Environments. 28 (8), pp. 945-947. https://doi.org/10.1080/10494820.2020.1843240

How the coronavirus pandemic may be the discontinuity which makes the difference in the digital transformation of teaching and learning
Rospigliosi, A. 2020. How the coronavirus pandemic may be the discontinuity which makes the difference in the digital transformation of teaching and learning. Interactive Learning Environments. 28 (4), pp. 383-384. https://doi.org/10.1080/10494820.2020.1766753

A Graduate’s Guide to Finding Employment. 2nd edition
Rospigliosi, A., Greener, S. and Bourner, T. 2019. A Graduate’s Guide to Finding Employment. 2nd edition. Book Boon.

Researcher development in universities: Origins and historical context
Rospigliosi, A. and Bourner, T. 2019. Researcher development in universities: Origins and historical context. London Review of Education. 17 (2), pp. 206-222. https://doi.org/10.18546/lre.17.2.08

The Digital Marketing Power of Transmedia
Francis, S., Rospigliosi, A. and Samuel, B. 2019. The Digital Marketing Power of Transmedia. in: Transmedia Earth Conference pp. 235-256

Learning about learning: how demonstrating a willingness and ability to learn may be key
Rospigliosi, A. 2019. Learning about learning: how demonstrating a willingness and ability to learn may be key. Interactive Learning Environments. 26 (8), pp. 989-990. https://doi.org/10.1080/10494820.2018.1527534

The role of social media as a learning environment in the fully functioning university: preparing for Generation Z
Rospigliosi, A. 2019. The role of social media as a learning environment in the fully functioning university: preparing for Generation Z. Interactive Learning Environments. 27 (4), pp. 429-431. https://doi.org/10.1080/10494820.2019.1601849

Origins of the ethos of action learning
Bourner, T. and Rospigliosi, A. 2019. Origins of the ethos of action learning. Action Learning: Research and Practice. 16 (3), pp. 238-253. https://doi.org/10.1080/14767333.2019.1619516

Editorial - Why do I care about interactive learning environments?
Rospigliosi, A. 2018. Editorial - Why do I care about interactive learning environments? Interactive Learning Environments. 26 (1), pp. 1-2. https://doi.org/10.1080/10494820.2018.1410761

The fully-functioning university and its contribution to society
Bourner, T., Rospigliosi, A. and Heath, L. 2017. The fully-functioning university and its contribution to society. Higher Education Review. 49 (2), pp. 5-28.

Marketing 4.0: Enhancing Consumer-Brand Engagement through Big Data Analysis
Jimenez-Zarco, A.I., Rospigliosi, A., Martinez-Ruiz, M.P. and Izquierdo-Yusta, A. 2017. Marketing 4.0: Enhancing Consumer-Brand Engagement through Big Data Analysis. in: Socio-Economic Perspectives of Consumer Engagement and Buying Behaviour IGI Global.

The fully-functioning university and its contribution to the advancement of knowledge
Bourner, T., Rospigliosi, A. and Heath, L. 2016. The fully-functioning university and its contribution to the advancement of knowledge. Higher Education Review. 48 (2), pp. 51-70.

Universities’ engagement with vocationalism: historical perspective
Rospigliosi, A., Bourner, T. and Heath, L. 2016. Universities’ engagement with vocationalism: historical perspective. Journal of Vocational Education and Training. 3 (3), pp. 185-211. https://doi.org/10.13152/ijrvet.3.3.2

Teaching in the second machine age
Rospigliosi, A. 2016. Teaching in the second machine age. Interactive Learning Environments. 24 (8), pp. 1741-1743. https://doi.org/10.1080/10494820.2017.1262142

Learning from each other
Rospigliosi, A. 2016. Learning from each other. Interactive Learning Environments. 24 (1), pp. 1-2. https://doi.org/10.1080/10494820.2015.1128170

Peer to peer learning--showcasing social media research
Huskinson, S., Greener, S.L. and Rospigliosi, A. 2015. Peer to peer learning--showcasing social media research. ALT-C 2015 Conference. Manchester, UK 08 - 10 Sep 2015

The Proceedings of the European Conference on Social Media: ECSM, University of Brighton, UK, 10-11 July 2014
Rospigliosi, A. and Greener, S. 2014. The Proceedings of the European Conference on Social Media: ECSM, University of Brighton, UK, 10-11 July 2014. Academic Conferences.

Research as a transferable skill in higher education
Bourner, T., Heath, L. and Rospigliosi, A. 2014. Research as a transferable skill in higher education. Higher Education Review. 46 (2), pp. 20-46.

The importance of scientific research on happiness and its relevance to Higher Education
Bourner, T. and Rospigliosi, A. 2014. The importance of scientific research on happiness and its relevance to Higher Education. Higher Education Review. 47 (1), pp. 36-55.

101 Activities for happiness workshops
Bourner, T., Grenville-Cleave, B. and Rospigliosi, A. 2014. 101 Activities for happiness workshops. CreateSpace Independent Publishing Platform.

Human capital or signalling, unpacking the graduate premium
Rospigliosi, A., Greener, S., Bourner, T. and Sheehan, M. 2014. Human capital or signalling, unpacking the graduate premium. International Journal of Social Economics. 41 (5), pp. 420-432. https://doi.org/10.1108/ijse-03-2013-0056

The fully-functioning university and its higher education
Bourner, T., Heath, L. and Rospigliosi, A. 2013. The fully-functioning university and its higher education. Higher Education Review. 45 (2), pp. 5-25.

Graduate employability and the propensity to learn in employment: a new vocationalism
Bourner, T., Greener, S. and Rospigliosi, A. 2011. Graduate employability and the propensity to learn in employment: a new vocationalism. Higher Education Review. 43 (5), pp. 5-30.

Preface
Greener, S. and Rospigliosi, A. 2011. Preface. 10th European Conference on e-Learning (ECEL 2011). Brighton, United Kingdom 10 - 11 Nov 2011

Graduate Employment: 333 tips for finding your first job as a graduate
Greener, S.L., Bourner, T. and Rospigliosi, A. 2011. Graduate Employment: 333 tips for finding your first job as a graduate. Ventus Publishing.

Tread softly... making secure steps towards wider adoption of pedagogically-focused e-learning at Brighton Business School
Greener, S. and Rospigliosi, A. 2009. Tread softly... making secure steps towards wider adoption of pedagogically-focused e-learning at Brighton Business School. ALT-C 2009. Manchester, UK 08 - 10 Sep 2009

Implementing blended self-managed action learning for digital entrepreneurs in higher education
Shurville, S. and Rospigliosi, A. 2009. Implementing blended self-managed action learning for digital entrepreneurs in higher education. Action Learning: Research and Practice. 6 (1), pp. 53-61. https://doi.org/10.1080/14767330902731335

Mathematics students' next steps after graduation
Bourner, T., Greener, S. and Rospigliosi, A. 2009. Mathematics students' next steps after graduation. International Journal of Mathematical Education in Science and Technology. 40 (6), pp. 777-793. https://doi.org/10.1080/00207390902971965

Forty Years on: Long-Term Change in the First Destinations of Graduates
Bourner, T. and Rospigliosi, A. 2008. Forty Years on: Long-Term Change in the First Destinations of Graduates. Higher Education Review. 41 (1), pp. 36-59.

Educational technology: an ecumenical stance
Shurville, S.J., Greener, S. and Rospigliosi, A. 2008. Educational technology: an ecumenical stance. International Conference on Information and Communication Technologies in Education (ICICTE 2008). Corfu, Greece 10 - 12 Jul 2008

Strategic learners at a distance
Greener, T., Greener, S. and Rospigliosi, A. 2008. Strategic learners at a distance. 3rd International Conference on e-Learning. Cape Town, South Africa 26 - 27 Jun 2008

Engaging from the inside: Reflections on the value of Social Cognitive Theory for learning in online discussions
Greener, S., Rospigliosi, P.A. and Shurville, S. 2007. Engaging from the inside: Reflections on the value of Social Cognitive Theory for learning in online discussions. 2nd International Conference on e-Learning. Columbia University, New York, NY, USA 19 2007 - 20 Jul 2023

The value of social cognitive theory in online discussion: reflection via a critical incident repertory grid
Rospigliosi, A., Greener, S. L. and Shurville, S. 2007. The value of social cognitive theory in online discussion: reflection via a critical incident repertory grid. International Conference on Information and Communication Technologies in Education (ICICTE 2007). Crete, Greece 12 - 14 Jul 2007

Permalink - https://westminsterresearch.westminster.ac.uk/item/w7601/the-risk-of-algorithmic-injustice-for-interactive-learning-environments


Share this

Usage statistics

47 total views
0 total downloads
These values cover views and downloads from WestminsterResearch and are for the period from September 2nd 2018, when this repository was created.