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Conference Paper: Using the Community of Inquiry Framework to develop an educational chatbot: lesson learned from a mobile instant messaging learning environment
Title | Using the Community of Inquiry Framework to develop an educational chatbot: lesson learned from a mobile instant messaging learning environment |
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Authors | |
Keywords | Chatbot mobile instant messaging artificial narrow intelligence |
Issue Date | 2020 |
Publisher | Asia-Pacific Society for Computers in Education. |
Citation | The 28 th International Conference on Computers in Education (ICCE 2020), Virtual Conference, Taiwan, 23-27 November 2020, Conference Proceedings, v. 1, p. 69-74 How to Cite? |
Abstract | Chatbots can be defined as artificial narrow intelligence (ANI) that is programmed to perform a single task such as answering customers’ questions by harnessing the power of machine learning. However, there is a lack of educational-related chatbots developed to interact with learners in mobile instant messaging (MIM) apps, as well as a lack of theoretical grounding for chatbots for teaching and learning purposes. In this study, a chatbot taking on the role of an instructor, was developed to teach adult students fake news identification in an online course via the WeChat MIM app. We provide a detailed description of the MIM chatbot development guided by the Community of Inquiry theoretical framework. We present the evaluation of the MIM chatbot based on a self-reported survey regarding students’ perceptions of the teaching presence, social presence, and cognitive presence. The findings revealed social presence mainly existed between the chatbot and individual student in a MIM learning environment. We hence offer some preliminary design principles for future educational chatbot design. |
Description | C1: ICCE Subconference on Artificial Intelligence in Education/Intelligent Tutoring System and Adaptive Learning |
Persistent Identifier | http://hdl.handle.net/10722/306010 |
DC Field | Value | Language |
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dc.contributor.author | Qin, C | - |
dc.contributor.author | Huang, W | - |
dc.contributor.author | Hew, KFT | - |
dc.date.accessioned | 2021-10-20T10:17:32Z | - |
dc.date.available | 2021-10-20T10:17:32Z | - |
dc.date.issued | 2020 | - |
dc.identifier.citation | The 28 th International Conference on Computers in Education (ICCE 2020), Virtual Conference, Taiwan, 23-27 November 2020, Conference Proceedings, v. 1, p. 69-74 | - |
dc.identifier.uri | http://hdl.handle.net/10722/306010 | - |
dc.description | C1: ICCE Subconference on Artificial Intelligence in Education/Intelligent Tutoring System and Adaptive Learning | - |
dc.description.abstract | Chatbots can be defined as artificial narrow intelligence (ANI) that is programmed to perform a single task such as answering customers’ questions by harnessing the power of machine learning. However, there is a lack of educational-related chatbots developed to interact with learners in mobile instant messaging (MIM) apps, as well as a lack of theoretical grounding for chatbots for teaching and learning purposes. In this study, a chatbot taking on the role of an instructor, was developed to teach adult students fake news identification in an online course via the WeChat MIM app. We provide a detailed description of the MIM chatbot development guided by the Community of Inquiry theoretical framework. We present the evaluation of the MIM chatbot based on a self-reported survey regarding students’ perceptions of the teaching presence, social presence, and cognitive presence. The findings revealed social presence mainly existed between the chatbot and individual student in a MIM learning environment. We hence offer some preliminary design principles for future educational chatbot design. | - |
dc.language | eng | - |
dc.publisher | Asia-Pacific Society for Computers in Education. | - |
dc.relation.ispartof | International Conference on Computers in Education | - |
dc.subject | Chatbot | - |
dc.subject | mobile instant messaging | - |
dc.subject | - | |
dc.subject | artificial narrow intelligence | - |
dc.title | Using the Community of Inquiry Framework to develop an educational chatbot: lesson learned from a mobile instant messaging learning environment | - |
dc.type | Conference_Paper | - |
dc.identifier.email | Hew, KFT: kfhew@hku.hk | - |
dc.identifier.authority | Hew, KFT=rp01873 | - |
dc.identifier.hkuros | 328363 | - |
dc.identifier.volume | 1 | - |
dc.identifier.spage | 69 | - |
dc.identifier.epage | 74 | - |
dc.publisher.place | Jhongli City, Taiwan | - |