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<journal-meta>
<journal-id journal-id-type="publisher-id">JDS</journal-id>
<journal-title-group><journal-title>Journal of Data Science</journal-title></journal-title-group>
<issn pub-type="epub">1683-8602</issn><issn pub-type="ppub">1680-743X</issn><issn-l>1680-743X</issn-l>
<publisher>
<publisher-name>School of Statistics, Renmin University of China</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">JDS1208F</article-id>
<article-id pub-id-type="doi">10.6339/25-JDS1208F</article-id>
<article-categories><subj-group subj-group-type="heading">
<subject>Education in Data Science</subject></subj-group></article-categories>
<title-group>
<article-title>Discussion of “Addressing the Challenges of AI-Generated Assignment Submissions in Education: Insights and Strategies”<xref ref-type="fn" rid="j_jds1208f_fn_001"><sup>✩</sup></xref></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Huo</surname><given-names>Xiaoming</given-names></name><xref ref-type="aff" rid="j_jds1208f_aff_001">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ni</surname><given-names>Xuelei Sherry</given-names></name><email xlink:href="mailto:sni@kennesaw.edu">sni@kennesaw.edu</email><xref ref-type="aff" rid="j_jds1208f_aff_002">2</xref><xref ref-type="corresp" rid="cor2">∗</xref>
</contrib>
<aff id="j_jds1208f_aff_001"><label>1</label>H. Milton Stewart School of Industrial and Systems Engineering, <institution>Georgia Institute of Technology</institution>, Atlanta, GA, <country>USA</country></aff>
<aff id="j_jds1208f_aff_002"><label>2</label>School of Data Science and Analytics, <institution>Kennesaw State University</institution>, Kennesaw, GA, <country>USA</country></aff>
</contrib-group>
<author-notes>
<fn id="j_jds1208f_fn_001"><label>✩</label>
<p>Main article: <ext-link ext-link-type="doi" xlink:href="https://doi.org/10.6339/25-JDS1208">https://doi.org/10.6339/25-JDS1208</ext-link>.</p></fn><corresp id="cor2"><label>∗</label>Corresponding author. Email: <ext-link ext-link-type="uri" xlink:href="mailto:sni@kennesaw.edu">sni@kennesaw.edu</ext-link>.</corresp>
</author-notes>
<pub-date pub-type="ppub"><year>2026</year></pub-date><pub-date pub-type="epub"><day>11</day><month>2</month><year>2026</year></pub-date><volume>24</volume><issue>1</issue><fpage>269</fpage><lpage>271</lpage>
<permissions><copyright-statement>2026 The Author(s). Published by the School of Statistics and the Center for Applied Statistics, Renmin University of China.</copyright-statement><copyright-year>2026</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Open access article under the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">CC BY</ext-link> license.</license-p></license></permissions><related-article related-article-type="commentary-article" ext-link-type="doi" xlink:href="10.6339/25-JDS1208" id="j_jds1208f_ppc_001"/>
<kwd-group>
<label>Keywords</label>
<kwd>AI auditing</kwd>
<kwd>assessment redesign</kwd>
<kwd>GenAI/ChatGPT</kwd>
<kwd>model diagnostics</kwd>
</kwd-group>
</article-meta>
</front>
<back>
<ref-list id="j_jds1208f_reflist_001">
<title>References</title>
<ref id="j_jds1208f_ref_001">
<mixed-citation publication-type="journal"> <string-name><surname>El Khoury</surname> <given-names>E</given-names></string-name> (<year>2025, October 6</year>). <article-title>Two years of generative artificial intelligence in higher education: The seven waves of assessment and GenAI</article-title>. <source><italic>The Assessment Review (CUNY)</italic></source>, <volume>6</volume>(<issue>1</issue>). <ext-link ext-link-type="uri" xlink:href="https://assessatcuny.commons.gc.cuny.edu/2025/10/two-years-of-generative-artificial-intelligence-in-higher-education-the-seven-waves-of-assessment-and-genai/">https://assessatcuny.commons.gc.cuny.edu/2025/10/two-years-of-generative-artificial-intelligence-in-higher-education-the-seven-waves-of-assessment-and-genai/</ext-link>.</mixed-citation>
</ref>
<ref id="j_jds1208f_ref_002">
<mixed-citation publication-type="other"> <string-name><surname>Freeman</surname> <given-names>J</given-names></string-name> (<year>2025</year>). Student Generative AI Survey 2025 (HEPI Policy Note 61). Higher Education Policy Institute / Kortext. Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.hepi.ac.uk/reports/student-generative-ai-survey-2025/">https://www.hepi.ac.uk/reports/student-generative-ai-survey-2025/</ext-link>.</mixed-citation>
</ref>
<ref id="j_jds1208f_ref_003">
<mixed-citation publication-type="other"> <string-name><surname>Hu</surname> <given-names>X</given-names></string-name> (<year>2025, October 14</year>). Assessment in the AI era: Grade the thinking, not just the text. University of Arizona, College of Information Science. Retrieved from the InfoSci “Thought Leadership” series. <uri>https://infosci.arizona.edu/news/assessment-in-the-ai-era</uri>.</mixed-citation>
</ref>
<ref id="j_jds1208f_ref_004">
<mixed-citation publication-type="journal"> <string-name><surname>Wang</surname> <given-names>S</given-names></string-name>, <string-name><surname>Xu</surname> <given-names>L</given-names></string-name>, <string-name><surname>Liu</surname> <given-names>J</given-names></string-name>, <string-name><surname>Zhai</surname> <given-names>Y</given-names></string-name> (<year>2025</year>). <article-title>Addressing the challenges of AI-generated assignment submissions in education: Insights and strategies</article-title>. <source><italic>Journal of Data Science</italic></source>, <volume>24</volume>(<issue>1</issue>): <fpage>1</fpage>–<lpage>7</lpage>. <ext-link ext-link-type="doi" xlink:href="https://doi.org/10.6339/25-JDS1208" xlink:type="simple">https://doi.org/10.6339/25-JDS1208</ext-link></mixed-citation>
</ref>
</ref-list>
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