A Generative Artificial Intelligence empowered chatbot: system usability and student teachers’ experience

Stavros Nikou, Arjun Guliya, Suraj Van Verma, Maiga Chang

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

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Abstract

Generative Artificial Intelligence empowered conversational agents (chatbots) seem to be increasingly used in various settings including education. While student teachers are key stakeholders in supporting and improving educa- tion, not many studies exist in student teachers’ views on the educational use of chatbots. The current study performs a usability evaluation and explores student teachers’ views on the academic use of the VIP-Bot, an advanced academic Discord chatbot, which leverages the OpenAI’s gpt-3.5-turbo-instruct model. Student teachers, within the context of the formative task of writing a literature review, interacted with the chatbot and self-reported their experiences through an online survey. The usability evaluation returned a relatively high SUS score (76.36) for the chatbot. Moreover, student teachers view on the chatbot acceptance, effectiveness and motivation were positive. The chatbot can be helpful in developing ideas and initiating further engagement with the literature. Academic misconduct concerns have been expressed if the chatbot is not used properly. The study, as a usability evaluation, is an essential step in further chat- bot development and, as an investigation of student teachers’ views, it is an essential step on the chatbot employment in teaching and learning.
Original languageEnglish
Title of host publicationIntelligent Tutoring Systems
Subtitle of host publication20th International Conference, ITS 2024, Thessaloniki, Greece, June 10-13, 2024, Proceedings
EditorsAngelo Sifaleras, Fuhua Lin
Place of PublicationCham
PublisherSpringer
Pages330-340
Number of pages11
ISBN (Electronic)9783031630286
ISBN (Print)9783031630279
DOIs
Publication statusE-pub ahead of print - 1 Jun 2024
Event20th International Conference on Intelligent Tutoring Systems : “Generative Intelligence and ITS”. - Thessaloniki, Greece
Duration: 10 Jun 202413 Jun 2024
Conference number: 20
https://iis-international.org/its2024-generative-intelligence-and-its/

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume14798 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference20th International Conference on Intelligent Tutoring Systems
Abbreviated titleITS 2024
Country/TerritoryGreece
CityThessaloniki
Period10/06/2413/06/24
Internet address

Keywords

  • chatbot
  • Discord bot
  • Generative Pre-trained Transformer (GPT)
  • gpt-3.5-turbo-instruct
  • system usability
  • acceptance
  • effectiveness
  • motivation

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