output
20182026
most citedThe AI Assessment Scale (AIAS): A Framework for Ethical Integration of Generative AI in Educational Assessment

239 citations

19 papers

cs.HC2026

'A bit of chaos and madness': The AI Assessment Scale and the work of assessment reform

Mike Perkins, Darius Postma, Jasper Roe +2

Generative artificial intelligence (GenAI) has intensified pressure on universities to redesign assessment while maintaining integrity, equity, and validity. Structured frameworks…

cs.HC2026★ 1 cited

Dramaturgies of Deception: AI Humanizers and the Performance of Legitimacy in Higher Education Assessment

Jasper Roe, Mike Perkins, Peter Bannister +2

Artificial intelligence (AI) has disrupted assessment in higher education and accelerated a cycle of compounding performances. Institutional policies demand the demonstration of in…

cs.CY2025

A Peek Behind the Curtain: Using Step-Around Prompt Engineering to Identify Bias and Misinformation in GenAI Models

Don Hickerson, Mike Perkins

Step-around prompting is a form of adversarial prompt engineering in which a user strategically reframes, sequences, or contextualises requests to test whether a generative AI mode…

cs.CY2025★ 4 cited

To Deepfake or Not to Deepfake: Higher Education Stakeholders' Perceptions and Intentions towards Synthetic Media

Jasper Roe, Mike Perkins, Klaire Somoray +2

Advances in deepfake technologies, which use generative artificial intelligence (GenAI) to mimic a person's likeness or voice, have led to growing interest in their use in educatio…

cs.CY2025★ 7 cited

GenAI as Digital Plastic: Understanding Synthetic Media Through Critical AI Literacy

Jasper Roe, Leon Furze, Mike Perkins

This paper introduces the conceptual metaphor of 'digital plastic' as a framework for understanding the implications of Generative Artificial Intelligence (GenAI) content through a…

cs.CY2025★ 4 cited

From Assessment to Practice: Implementing the AIAS Framework in EFL Teaching and Learning

Jasper Roe, Mike Perkins, Leon Furze

Recent advances in Generative AI (GenAI) are transforming multiple aspects of society, including education and foreign language learning. In the context of English as a Foreign Lan…

cs.CY2024★ 30 cited

Research Integrity and GenAI: A Systematic Analysis of Ethical Challenges Across Research Phases

Sonja Bjelobaba, Lorna Waddington, Mike Perkins +3

Background: The rapid development and use of generative AI (GenAI) tools in academia presents complex and multifaceted ethical challenges for its users. Earlier research primarily…

cs.CY2024★ 21 cited

The AI Assessment Scale Revisited: A Framework for Educational Assessment

Mike Perkins, Jasper Roe, Leon Furze

Recent developments in Generative Artificial Intelligence (GenAI) have created significant uncertainty in education, particularly in terms of assessment practices. Against this bac…

cs.CY2024★ 10 cited

Generative AI in Self-Directed Learning: A Scoping Review

Jasper Roe, Mike Perkins

This scoping review examines the current body of knowledge at the intersection of Generative Artificial Intelligence (GenAI) and Self-Directed Learning (SDL). By synthesising the f…

cs.CY2024★ 14 cited

Generative AI and Agency in Education: A Critical Scoping Review and Thematic Analysis

Jasper Roe, Mike Perkins

This scoping review examines the relationship between Generative AI (GenAI) and agency in education, analyzing the literature available through the lens of Critical Digital Pedagog…

cs.HC2024★ 10 cited

Generative AI Tools in Academic Research: Applications and Implications for Qualitative and Quantitative Research Methodologies

Mike Perkins, Jasper Roe

This study examines the impact of Generative Artificial Intelligence (GenAI) on academic research, focusing on its application to qualitative and quantitative data analysis. As Gen…

cs.CY2024★ 9 cited

The EAP-AIAS: Adapting the AI Assessment Scale for English for Academic Purposes

Jasper Roe, Mike Perkins, Yulia Tregubova

The rapid advancement of Generative Artificial Intelligence (GenAI) presents both opportunities and challenges for English for Academic Purposes (EAP) instruction. This paper propo…

cs.CY2024★ 32 cited

Deepfakes and Higher Education: A Research Agenda and Scoping Review of Synthetic Media

Jasper Roe, Mike Perkins

The availability of software which can produce convincing yet synthetic media poses both threats and benefits to tertiary education globally. While other forms of synthetic media e…

cs.CY2024★ 100 cited

GenAI Detection Tools, Adversarial Techniques and Implications for Inclusivity in Higher Education

Mike Perkins, Jasper Roe, Binh H. Vu +4

This study investigates the efficacy of six major Generative AI (GenAI) text detectors when confronted with machine-generated content that has been modified using techniques design…

cs.CY2024★ 78 cited

The AI Assessment Scale (AIAS) in action: A pilot implementation of GenAI supported assessment- A Preprint

Leon Furze, Mike Perkins, Jasper Roe +1

The rapid adoption of Generative Artificial Intelligence (GenAI) technologies in higher education has raised concerns about academic integrity, assessment practices, and student le…

cs.AI2023★ 239 cited

The AI Assessment Scale (AIAS): A Framework for Ethical Integration of Generative AI in Educational Assessment

Mike Perkins, Leon Furze, Jasper Roe +1

Recent developments in Generative Artificial Intelligence (GenAI) have created a paradigm shift in multiple areas of society, and the use of these technologies is likely to become…

cs.CY2023★ 197 cited

Game of Tones: Faculty detection of GPT-4 generated content in university assessments

Mike Perkins, Jasper Roe, Darius Postma +2

This study explores the robustness of university assessments against the use of Open AI's Generative Pre-Trained Transformer 4 (GPT-4) generated content and evaluates the ability o…

cs.NE2020★ 9 cited

Evaluating Mixed-Initiative Procedural Level Design Tools using a Triple-Blind Mixed-Method User Study

Sean P. Walton, Alma A. M. Rahat, James Stovold

Results from a triple-blind mixed-method user study into the effectiveness of mixed-initiative tools for the procedural generation of game levels are presented. A tool which genera…

math.CO2018

(Di)graph decompositions and magic type labelings: a dual relation

S. C. López, F. A. Muntaner-Batle, M. Prabu

A graph is called edge-magic if there is a bijective function from the set of vertices and edges to the set such that the sum $f(x)+f(xy)+f(y…