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Crimmins, Patricia Beron; Foster, Jonathan K.; Youngs, Peter A. – AERA Online Paper Repository, 2023
Recent research suggests that neural networks, algorithms designed to reflect the human brain's behavior to recognize patterns, can be used to develop data dashboards that provide teachers with more specific and frequent feedback to improve their instruction (Jacobs et al., 2022). This qualitative case study examines six teachers' perceptions of…
Descriptors: Artificial Intelligence, Algorithms, Teacher Attitudes, Feedback (Response)
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Riordan Alfredo; Vanessa Echeverria; Linxuan Zhao; LuEttaMae Lawrence; Jie Xiang Fan; Lixiang Yan; Xinyu Li; Zachari Swiecki; Dragan Gaševic; Roberto Martinez-Maldonado – Journal of Learning Analytics, 2024
Despite growing interest in applying human-centred design methods to create learning analytics (LA) systems, most efforts have concentrated on initial design phases, with limited exploration of how LA tools and practices can coevolve during the actual learning and teaching activities. This paper examines how a human-centred LA dashboard can be…
Descriptors: Learning Analytics, Learning Management Systems, Artificial Intelligence, Computer Software
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Leah Gustilo; Ethel Ong; Minie Rose Lapinid – International Journal for Educational Integrity, 2024
Background: Despite global interest in the interface of Algorithmically-driven writing tools (ADWTs) and academic integrity, empirical data considering educators' perspectives on the challenges, benefits, and policies of ADWTs use remain scarce. Aim: This study responds to calls for empirical investigation concerning the affordances and…
Descriptors: Algorithms, Writing (Composition), Integrity, Teacher Attitudes
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Lin, Chien-Chang; Huang, Anna Y. Q.; Lu, Owen H. T. – Smart Learning Environments, 2023
Sustainable education is a crucial aspect of creating a sustainable future, yet it faces several key challenges, including inadequate infrastructure, limited resources, and a lack of awareness and engagement. Artificial intelligence (AI) has the potential to address these challenges and enhance sustainable education by improving access to quality…
Descriptors: Artificial Intelligence, Educational Technology, Sustainability, Technology Uses in Education
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Noureldin Mohamed Abdelaal; Islam Al Sawi – Australian Journal of Applied Linguistics, 2024
Artificial Intelligence (AI) has emerged as a prominent area of investigation in the field of education. Also, perceptions, challenges and threats of AI among university professors show notable variations. This study explores university professors' perspectives regarding AI, including their familiarity with AI, its educational impacts, challenges…
Descriptors: Artificial Intelligence, College Faculty, Teacher Attitudes, Teaching Methods