Article

Artificial intelligence in educational assessment: 'Breakthrough? Or buncombe and ballyhoo?'

Citation

Gardner J, O'Leary M & Yuan L (2021) Artificial intelligence in educational assessment: 'Breakthrough? Or buncombe and ballyhoo?'. Journal of Computer Assisted Learning, 37 (5), pp. 1207-1216. https://doi.org/10.1111/jcal.12577

Abstract
Artificial Intelligence is at the heart of modern society with computers now capable of making process decisions in many spheres of human activity. In education, there has been intensive growth in systems that make formal and informal learning an anytime, anywhere activity for billions of people through online open educational resources and massive online open courses. Moreover, new developments in Artificial Intelligence related educational assessment are attracting increasing interest as means of improving assessment efficacy and validity, with much attention focusing on the analysis of the large volumes of process data being captured from digital assessment contexts. In evaluating the state of play of Artificial Intelligence in formative and summative educational assessment, this paper offers a critical perspective on the two core applications: automated essay scoring systems and computerized adaptive tests, along with the Big Data analysis approaches to machine learning that underpin them.

Keywords
artificial intelligence; automated essay scoring; big data; computerized adaptive tests; learning analytics; machine learning

Journal
Journal of Computer Assisted Learning: Volume 37, Issue 5

StatusPublished
FundersDublin City University
Publication date31/10/2021
Publication date online31/07/2021
Date accepted by journal06/06/2021
URLhttp://hdl.handle.net/1893/32882
PublisherWiley
ISSN0266-4909
eISSN1365-2729

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