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Survey on explainable AI: From approaches, limitations and applications aspects
In recent years, artificial intelligence (AI) technology has been used in most if not all domains
and has greatly benefited our lives. While AI can accurately extract critical features and …
and has greatly benefited our lives. While AI can accurately extract critical features and …
A survey on datasets for fairness‐aware machine learning
As decision‐making increasingly relies on machine learning (ML) and (big) data, the issue
of fairness in data‐driven artificial intelligence systems is receiving increasing attention from …
of fairness in data‐driven artificial intelligence systems is receiving increasing attention from …
Algorithmic bias in education
In this paper, we review algorithmic bias in education, discussing the causes of that bias and
reviewing the empirical literature on the specific ways that algorithmic bias is known to have …
reviewing the empirical literature on the specific ways that algorithmic bias is known to have …
Exploring teachers' perceptions of artificial intelligence as a tool to support their practice in Estonian K-12 education
In this article, we present a study on teachers' perceptions about Artificial Intelligence (AI) as
a tool to support teaching in Estonian K-12 education. Estonia is promoting technological …
a tool to support teaching in Estonian K-12 education. Estonia is promoting technological …
Personalized education in the artificial intelligence era: what to expect next
The objective of personalized learning is to design an effective knowledge acquisition track
that matches the learner's strengths and bypasses his/her weaknesses to ultimately meet …
that matches the learner's strengths and bypasses his/her weaknesses to ultimately meet …
Algorithmic fairness in education
Data-driven predictive models are increasingly used in education to support students,
instructors, and administrators, which has raised concerns about the fairness of their …
instructors, and administrators, which has raised concerns about the fairness of their …
[HTML][HTML] Explainable artificial intelligence in education
There are emerging concerns about the Fairness, Accountability, Transparency, and Ethics
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …
Incorporating AI and learning analytics to build trustworthy peer assessment systems
Peer assessment has been recognised as a sustainable and scalable assessment method
that promotes higher‐order learning and provides students with fast and detailed feedback …
that promotes higher‐order learning and provides students with fast and detailed feedback …
Towards strengthening links between learning analytics and assessment: Challenges and potentials of a promising new bond
Learning analytics uses large amounts of data about learner interactions in digital learning
environments to understand and enhance learning. Although measurement is a central …
environments to understand and enhance learning. Although measurement is a central …
Learning analytics dashboards: The past, the present and the future
Learning analytics dashboards are at the core of the LAK vision to involve the human into
the decision-making process. The key focus of these dashboards is to support better human …
the decision-making process. The key focus of these dashboards is to support better human …