Are we there yet? - A systematic literature review on chatbots in education

  • Chatbots are a promising technology with the potential to enhance workplaces and everyday life. In terms of scalability and accessibility, they also offer unique possibilities as communication and information tools for digital learning. In this paper, we present a systematic literature review investigating the areas of education where chatbots have already been applied, explore the pedagogical roles of chatbots, the use of chatbots for mentoring purposes, and their potential to personalize education. We conducted a preliminary analysis of 2,678 publications to perform this literature review, which allowed us to identify 74 relevant publications for chatbots’ application in education. Through this, we address five research questions that, together, allow us to explore the current state-of-the-art of this educational technology. We conclude our systematic review by pointing to three main research challenges: 1) Aligning chatbot evaluations with implementation objectives, 2) Exploring the potential of chatbots for mentoring students, and 3) Exploring and leveraging adaptation capabilities of chatbots. For all three challenges, we discuss opportunities for future research.

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Author:Sebastian Wollny, Jan Schneider, Daniele Di Mitri, Joshua Weidlich, Marc Rittberger, Hendrik DrachslerORCiDGND
URN:urn:nbn:de:hebis:30:3-633379
DOI:https://doi.org/10.3389/frai.2021.654924
ISSN:2624-8212
Parent Title (English):Frontiers in artificial intelligence
Publisher:Frontiers Media
Place of publication:Lausanne
Document Type:Article
Language:English
Date of Publication (online):2021/07/15
Date of first Publication:2021/07/15
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2021/10/20
Tag:chatbots; domains; education; literature review; pedagogical roles
Volume:4
Issue:art. 654924
Page Number:18
First Page:1
Last Page:18
HeBIS-PPN:48917826X
Institutes:Informatik und Mathematik
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
3 Sozialwissenschaften / 37 Bildung und Erziehung / 370 Bildung und Erziehung
Sammlungen:Universitätspublikationen
Licence (German):License LogoCreative Commons - Namensnennung 4.0