Handbook of Artificial Intelligence in Education

Handbook of Artificial Intelligence in Education

Benedict du Boulay, Antonija Mitrovic, Kalina Yacef
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Gathering insightful and stimulating contributions from leading global experts in Artificial Intelligence in Education (AIED), this comprehensive Handbook traces the development of AIED from its early foundations in the 1970s to the present day. The Handbook evaluates the use of AI techniques such as modelling in closed and open domains, machine learning, analytics, language understanding and production to create systems aimed at helping learners, teachers, and educational administrators. Chapters examine theories of affect, metacognition and pedagogy applied in AIED systems; foundational aspects of AIED architecture, design, authoring and evaluation; and collaborative learning, the use of games and psychomotor learning. It concludes with a critical discussion of the wider context of Artificial Intelligence in Education, examining its commercialisation, social and political role, and the ethics of its systems, as well as reviewing the possible challenges and opportunities for AIED in the next 20 years. Providing a broad yet detailed account of the current field of Artificial Intelligence in Education, researchers and advanced students of education technology, innovation policy, and university management will benefit from this thought-provoking Handbook. Chapters will also be useful to support undergraduate courses in AI, computer science, and education.
年:
2023
版:
1
出版社:
Edward Elgar Publishing
言語:
english
ページ:
696
ISBN 10:
1800375417
ISBN 13:
9781800375413
シリーズ:
Elgar Handbooks in Education
ファイル:
PDF, 11.84 MB
IPFS:
CID , CID Blake2b
english, 2023
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