Children on ChatGPT Readability in an Educational Context: Myth or Opportunity?

In this work, we present the results of a preliminary exploration aiming to understand whether the use of ChatGPT in an educational context can be an asset to meet the specific needs of the students. In particular, we focus on the possibility of adapting the responses to online inquiries related to the primary school curriculum to meet the expectations of readers with different literacy levels. The analysis of feedback elicited from children (9- to 10-year-olds) in three 4th grade classrooms indicates that ChatGPT can adapt its responses to the 4th grade level. However, it still needs improvement to reach the right level of readability. Outcomes from this work can inspire future research directions involving technologies like ChatGPT to adapt learning paths to suit a broad range of students with varied cognitive skills. The potential of such tools to support teachers in their effort to adapt to individual learning needs is still to be fully exploited.

[1]  Mohammad Aliannejadi,et al.  ChatGPT in the Classroom: A Preliminary Exploration on the Feasibility of Adapting ChatGPT to Support Children’s Information Discovery , 2023, UMAP.

[2]  C. Lo.  What Is the Impact of ChatGPT on Education? A Rapid Review of the Literature , 2023, Education Sciences.

[3]  F. Fischer,et al.  ChatGPT for good? On opportunities and challenges of large language models for education , 2023, Learning and Individual Differences.

[4]  Wilson Cheong Hin Hong.  The impact of ChatGPT on foreign language teaching and learning: opportunities in education and research , 2023, Journal of Educational Technology and Innovation.

[5]  D. Cotton,et al.  Chatting and cheating: Ensuring academic integrity in the era of ChatGPT , 2023, Innovations in Education and Teaching International.

[6]  Mohammad Awad AlAfnan,et al.  ChatGPT as an Educational Tool: Opportunities, Challenges, and Recommendations for Communication, Business Writing, and Composition Courses , 2023, Journal of Artificial Intelligence and Technology.

[7]  Douglas C. Schmidt,et al.  A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT , 2023, ArXiv.

[8]  Viriya Taecharungroj.  "What Can ChatGPT Do?" Analyzing Early Reactions to the Innovative AI Chatbot on Twitter , 2023, Big Data Cogn. Comput..

[9]  chatGPT,et al.  A Conversation on Artificial Intelligence, Chatbots, and Plagiarism in Higher Education , 2023, Cellular and Molecular Bioengineering.

[10]  Maria Soledad Pera,et al.  Children's Perspective on How Emojis Help Them to Recognise Relevant Results: Do Actions Speak Louder Than Words? , 2021, CHIIR.

[11]  Maria Soledad Pera,et al.  Enhancing classroom instruction with online news , 2020, Aslib J. Inf. Manag..

[12]  Kari Stunell.  Supporting student-teachers in the multicultural classroom , 2020 .

[13]  Jerry Alan Fails,et al.  Query Formulation Assistance for Kids: What is Available, When to Help & What Kids Want , 2019, IDC.

[14]  Jerry Alan Fails,et al.  Online searching and learning: YUM and other search tools for children and teachers , 2017, Information Retrieval Journal.

[15]  Ole Iversen,et al.  Child as Protagonist: Expanding the Role of Children in Participatory Design , 2017, IDC.

[16]  Danielle S. McNamara,et al.  Predicting Text Comprehension, Processing, and Familiarity in Adult Readers: New Approaches to Readability Formulas , 2017, Discourse Processes.

[17]  P. Alexander,et al.  Reading Across Mediums: Effects of Reading Digital and Print Texts on Comprehension and Calibration , 2017 .

[18]  Filippos Vlachos,et al.  Effect of age and gender on children’s reading performance: The possible neural underpinnings , 2015 .

[19]  G. Gay,et al.  Teaching To and Through Cultural Diversity , 2013 .

[20]  M. S. Pera,et al.  Learning Technologies & AI: Who are we designing for? 250-253 , 2023, IUI Workshops.

[21]  X. Zhai.  ChatGPT User Experience: Implications for Education , 2022, SSRN Electronic Journal.

[22]  Maria Soledad Pera,et al.  Getting to Know You: Search Logs and Expert Grading to Define Children's Search Roles in the Classroom , 2021, DESIRES.

[23]  Samy Chahri.  Artificial intelligence act , 2021 .

[24]  Maria Soledad Pera,et al.  Finding, Understanding and Learning: Making Information Discovery Tasks Useful for Children and Teachers , 2016, SAL@SIGIR.

[25]  Cathy Ringstaff,et al.  The Learning Return on Our Educational Technology Investment: A Review of Findings from Research. , 2002 .

[26]  Kevin R. Sumayang,et al.  MAINSTREAMING LEARNERS WITH SPECIAL NEEDS IN A REGULAR CLASSROOM: A SCOPING REVIEW , 2022 .