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AI meets AI: Artificial Intelligence and Academic Integrity - A Survey on Mitigating AI-Assisted Cheating in Computing Education

Published: 11 October 2023 Publication History

Abstract

This paper discusses pressing issues in the area where Artificial Intelligence (AI) meets Academic Integrity (AI). It starts by outlining the potential consequences of AI-assisted cheating, including the risks posed to education quality, fairness, and the credibility of academic institutions. After reviewing an array of strategies reported in the literature to counteract such cheating, this paper calls for rigorous research to assess the effectiveness of those strategies. It further suggests a range of research topics in detecting AI-generated content and highlights a promising research direction focusing on motivating students’ interest in learning through innovative AI applications that divert their efforts away from misuse of technology. Lastly, the paper suggests that addressing AI cheating requires ethical education, academia-industry collaboration, integration into AI ethics, and an international consortium. One of the unique contributions of this paper is outlining a range of potential research directions, both technical and non-technical, in this area where AI meets AI.

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Cited By

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  • (2024)Overviewing the Maze of Research Integrity and False Positives Within AI-Enabled DetectorsImpacts of Generative AI on the Future of Research and Education10.4018/979-8-3693-0884-4.ch013(335-366)Online publication date: 20-Sep-2024
  • (2024)New Innovations in Higher Education's Academic Integrity and Classroom StrategiesAcademic Integrity in the Age of Artificial Intelligence10.4018/979-8-3693-0240-8.ch015(281-300)Online publication date: 13-Feb-2024
  • (2024)It Helps with Crap Lecturers and Their Low Effort: Investigating Computer Science Students’ Perceptions of Using ChatGPT for LearningEducation Sciences10.3390/educsci1410110614:10(1106)Online publication date: 11-Oct-2024
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  1. AI meets AI: Artificial Intelligence and Academic Integrity - A Survey on Mitigating AI-Assisted Cheating in Computing Education

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      cover image ACM Conferences
      SIGITE '23: Proceedings of the 24th Annual Conference on Information Technology Education
      October 2023
      230 pages
      ISBN:9798400701306
      DOI:10.1145/3585059
      This work is licensed under a Creative Commons Attribution International 4.0 License.

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 11 October 2023

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      Author Tags

      1. Academic Integrity
      2. Artificial Intelligence
      3. Cheating
      4. Computing Education

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      View all
      • (2024)Overviewing the Maze of Research Integrity and False Positives Within AI-Enabled DetectorsImpacts of Generative AI on the Future of Research and Education10.4018/979-8-3693-0884-4.ch013(335-366)Online publication date: 20-Sep-2024
      • (2024)New Innovations in Higher Education's Academic Integrity and Classroom StrategiesAcademic Integrity in the Age of Artificial Intelligence10.4018/979-8-3693-0240-8.ch015(281-300)Online publication date: 13-Feb-2024
      • (2024)It Helps with Crap Lecturers and Their Low Effort: Investigating Computer Science Students’ Perceptions of Using ChatGPT for LearningEducation Sciences10.3390/educsci1410110614:10(1106)Online publication date: 11-Oct-2024
      • (2024)Cheating in Higher Education in the Age of Artifical IntelligenceInternational Journal on Lifelong Education and Leadership10.25233/ijlel.155383110:2(47-54)Online publication date: 31-Dec-2024
      • (2024)Risk management strategy for generative AI in computing education: how to handle the strengths, weaknesses, opportunities, and threats?International Journal of Educational Technology in Higher Education10.1186/s41239-024-00494-x21:1Online publication date: 11-Dec-2024
      • (2024)Artificial intelligence and academic integrity: The role of academic librariansInformation Development10.1177/02666669241284230Online publication date: 3-Oct-2024
      • (2024)Unfolding Programming: How to Use AI Tools in Introductory Computing CoursesProceedings of the 25th Annual Conference on Information Technology Education10.1145/3686852.3687073(49-55)Online publication date: 10-Oct-2024
      • (2024)AI in Criminal Justice Education: Assessing Educator’s Attitudes and ExperiencesJournal of Criminal Justice Education10.1080/10511253.2024.2413995(1-23)Online publication date: 15-Oct-2024
      • (2024)Exploring the Impact of Artificial Intelligence on Research Ethics - A Systematic ReviewJournal of Academic Ethics10.1007/s10805-024-09579-8Online publication date: 23-Oct-2024

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