Text mining in education
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 …
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 …
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 …
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
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 …
dispositions and practices on the part of both students and teachers which have been …
Educator perspectives on learning analytics in classroom practice
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 …
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
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 …
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 …
Learning Analytics works under a Creative Commons License, Attribution - NonCommercial-NoDerivs …
Contextualizable learning analytics design: A generic model and writing analytics evaluations
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 …
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 …
development. Previous studies have shown that learners' self‐assessment during writing is …
[PDF][PDF] The ethics of learning analytics in Australian higher education
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 …
presents many opportunities for the improvement of learning and teaching through the use …