Handbook of Artificial Intelligence in Education

Hardback

Handbook of Artificial Intelligence in Education

9781800375406 Edward Elgar Publishing
Edited by Benedict du Boulay, Emeritus Professor of Artificial Intelligence, University of Sussex, UK, Antonija Mitrovic, Professor, Department of Computer Science and Software Engineering, University of Canterbury, New Zealand and Kalina Yacef, Associate Professor of Computer Science, University of Sydney, Australia
Publication Date: April 2023 ISBN: 978 1 80037 540 6 Extent: c 720 pp
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.

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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.
Critical Acclaim
‘The Handbook of Artificial Intelligence in Education is a great resource for people studying the field of AI and data-directed education, which is a complex tapestry, with many different elements feeding into its design and development. The Handbook supports readers to experience the full tapestry and to pull out and examine individual threads, without losing the underlying purpose The field has grown tremendously in the past 30 years. Intelligent tutors now listen to and speak to learners; model student expertise and knowledge, examine theories (about how humans learn, think, collaborate and socialize), and support classroom orchestration, learning at scale, assessment, and human-machine interaction. The Handbook nicely documents progress in the field without overwhelming a new generation of AIED researchers.’
– Beverly Woolf, author of Building Intelligent Interactive Tutors and University of Massachusetts, Amherst, US

‘This is a really great Handbook written by some of the most well known authors in the field of Artificial Intelligence in Education (AIED). It describes both the most important topics and future trends in a very comprehensive way for a wide range of stakeholders.’
– Cristóbal Romero, University of Córdoba, Spain
Contributors
Contributors include: Vincent Aleven, Ivon Arroyo, Roger Azevedo, Nicole Barbaro, Tiffany Barnes, Gautam Biswas, Stephen Blessing, Christopher Brooks, Peter Brusilovsky, Alberto Casas-Ortiz, Min Chi, Cristina Conati, Mutlu Cukurova, Huw C. Davies, Vania Dimitrova, Benedict du Boulay, Jon Echeverria, Rebecca Eynon, Ying Fang, Claude Frasson, Dragan Gašević, Stephen Gilbert, Arthur Graesser, Neil Heffernan, Wayne Holmes, Ken Holstein, Yun Huang, Judy Kay, Hassan Khosravi, Jeremy Knox, Kenneth R. Koedinger, Vitomir Kovanović, Bob Kummerfeld, Susanne Lajoie, Sebastien Lalle, H. Chad Lane, James Lester, Shan Li, Rosemary Luckin, Ye Mao, Roberto Martinez-Maldonado, Samiha Marwan, Manolis Mavrikis, Gordon McCalla, Bruce McLaren, Danielle S. McNamara, Antonija Mitrovic, Riichiro Mizoguchi, Jack Mostow, Kasia Muldner, Selena Nemorin, Huy A. Nguyen, Quan Nguyen, Stellan Ohlsson, Andrew M. Olney, Jennifer Olsen, Kaśka Porayska-Pomsta, Stanislav Pozdniakov, Thomas W. Price, Ethan Prihar, Meredith Riggs, Steven Ritter, Maria Mercedes T. Rodrigo, Rod D. Roscoe, Carolyn Rosé, Jonathan Rowe, Nikol Rummel, Vasile Rus, Olga C. Santos, Preya Shabrina, Yang Shi, Shaveen Singh, Sergey Sosnovsky, Zachari Swiecki, Anouschka van Leeuwen, Kurt VanLehn, Julita Vassileva, Megan Wiedbusch, Ben Williamson, Kalina Yacef
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