Aleedy, M, Atwell, E orcid.org/0000-0001-9395-3764 and Meshoul, S (2022) Using AI Chatbots in Education: Recent Advances Challenges and Use Case. In: Artificial Intelligence and Sustainable Computing: Proceedings of ICSISCET 2021. 3rd International Conference on Sustainable and Innovative Solutions for Current Challenges in Engineering & Technology ICSISCET 2021, 13-14 Nov 2021, Online. Algorithms for Intelligent Systems . Springer Singapore , pp. 661-675. ISBN 978-981-19-1652-6
Abstract
Nowadays, younger generation is much more exposed to technology than previous generations used to. The recent advances in artificial intelligence (AI) and particularly natural language processing (NLP) and understanding (NLU) make it possible to reinforce and widespread the adoption of AI chatbots in education not only to help students in their administrative affairs or in aca-demic advising but also in assisting them and monitoring their performance dur-ing their learning experience. This paper presents a review of the different meth-ods and tools devoted to the design of chatbots with an emphasis on their use and challenges in the education field. Additionally, this paper focuses on language-related challenges and obstacles that hinder the implementation of English, Ara-bic, and other languages of chatbots. To show how AI chatbots benefit education, a use case is described where Hubert.ai chatbot has been used to assess students’ feedback regarding a machine learning course evaluation.
Metadata
Item Type: | Proceedings Paper |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | This version of the article has been accepted for publication, after peer review (when applicable) and is subject to Springer Nature’s AM terms of use (https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms), but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: https://doi.org/10.1007/978-981-19-1653-3_50 |
Keywords: | Artificial Intelligence; Chatbots; Conversational Agents; Education |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Computing (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 14 Jan 2022 10:37 |
Last Modified: | 30 Jan 2024 18:33 |
Published Version: | https://link.springer.com/chapter/10.1007/978-981-... |
Status: | Published |
Publisher: | Springer Singapore |
Series Name: | Algorithms for Intelligent Systems |
Identification Number: | 10.1007/978-981-19-1653-3_50 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:182133 |