Text mining in education

R Ferreira‐Mello, M André, A Pinheiro… - … : Data Mining and …, 2019 - Wiley Online Library
The explosive growth of online education environments is generating a massive volume of
data, specially in text format from forums, chats, social networks, assessments, essays …

Mapping the ethics of learning analytics in higher education: A systematic literature review of empirical research

T Cerratto Pargman, C McGrath - Journal of Learning Analytics, 2021 - diva-portal.org
Ethics is a prominent topic in learning analytics that has been commented on from
conceptual viewpoints. For a broad range of emerging technologies, systematic literature …

Artificial intelligence in education

W Holmes - Encyclopedia of education and information …, 2020 - Springer
The effects of technology acceptance and innovation diffusion behaviors on information and
communications technology-enabled teaching/learning systems (ITLS) adoption attract …

A comparative analysis of the skilled use of automated feedback tools through the lens of teacher feedback literacy

S Buckingham Shum, LA Lim, D Boud… - International Journal of …, 2023 - Springer
Effective learning depends on effective feedback, which in turn requires a set of skills,
dispositions and practices on the part of both students and teachers which have been …

Educator perspectives on learning analytics in classroom practice

A Shibani, S Knight, SB Shum - The Internet and Higher Education, 2020 - Elsevier
Failing to understand the perspectives of educators, and the constraints under which they
work, is a hallmark of many educational technology innovations' failure to achieve usage in …

The effects of explanations in automated essay scoring systems on student trust and motivation

R Conijn, P Kahr, CCP Snijders - Journal of Learning Analytics, 2023 - research.tue.nl
Ethical considerations, including transparency, play an important role when using artificial
intelligence (AI) in education. Explainable AI has been coined as a solution to provide more …

Ethical Challenges for Learning Analytics.

R Ferguson - Journal of Learning Analytics, 2019 - ERIC
Ethical Challenges for Learning Analytics Page 1 ISSN 1929-7750 (online). The Journal of
Learning Analytics works under a Creative Commons License, Attribution - NonCommercial-NoDerivs …

Contextualizable learning analytics design: A generic model and writing analytics evaluations

A Shibani, S Knight, S Buckingham Shum - Proceedings of the 9th …, 2019 - dl.acm.org
A major promise of learning analytics is that through the collection of large amounts of data
we can derive insights from authentic learning environments, and impact many learners at …

Facilitating learners' self‐assessment during formative writing tasks using writing analytics toolkit

L Tang, K Shen, H Le, Y Shen, S Tan… - Journal of Computer …, 2024 - Wiley Online Library
Background Learners' writing skills are critical to their academic and professional
development. Previous studies have shown that learners' self‐assessment during writing is …

[PDF][PDF] The ethics of learning analytics in Australian higher education

L Corrin, G Kennedy, S French… - Accessed …, 2019 - researchgate.net
The ever-increasing availability of data about student activities in educational environments
presents many opportunities for the improvement of learning and teaching through the use …