{"id":12722,"date":"2025-05-19T04:00:29","date_gmt":"2025-05-19T03:00:29","guid":{"rendered":"https:\/\/icertpublication.com\/?page_id=12722"},"modified":"2026-04-03T09:32:14","modified_gmt":"2026-04-03T04:02:14","slug":"enhancing-conceptual-understanding-in-chemistry-education-through-ai-powered-tutoring-systems","status":"publish","type":"page","link":"https:\/\/icert.org.in\/index.php\/shodh-sari-2\/enhancing-conceptual-understanding-in-chemistry-education-through-ai-powered-tutoring-systems\/","title":{"rendered":"Enhancing Conceptual Understanding in Chemistry Education Through AI- Powered Tutoring Systems"},"content":{"rendered":"\t\t
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Shodh Sari-An International Multidisciplinary Journal<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Vol-04, Issue-02 (Apr-Jun 2025)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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An International scholarly\/ academic journal, peer-reviewed\/ refereed journal, ISSN : 2959-1376<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Enhancing Conceptual Understanding in Chemistry Education Through AI-Powered Tutoring Systems\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Kumar, Sandeep<\/span><\/p>

ORCID: <\/span>https:\/\/orcid.org\/0009-0009-0775-698X<\/span><\/a><\/p>

Professor of Chemistry, and \u2018by courtesy of Psychology\u2019, School of Applied and Behavioral Sciences, NIILM University Kaithal Haryana<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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DOI: <\/span>https:\/\/doi.org\/10.59231\/SARI7830<\/span><\/a><\/p>

Subject: Chemistry Education \/ Educational Technology<\/span><\/p>

Page No: 380\u2013396<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Received: February 27, 2025<\/span><\/p>

Accepted: March 15, 2025<\/span><\/p>

Published: April 01, 2025<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Thematic Classification: AI-Powered Tutoring, Chemistry Pedagogy, Conceptual Understanding, Adaptive Learning, Science Education, Intelligent Tutoring Systems (ITS).<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Abstract<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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This research explores the transformative role of AI-powered tutoring systems in enhancing students’ conceptual understanding in chemistry education. With the integration of intelligent tutoring systems (ITS), adaptive learning technologies, and natural language processing (NLP), AI provides personalized learning experiences tailored to individual student needs. The study employs a mixed-methods approach to assess the effectiveness of AI tools in improving comprehension, retention, and engagement among high school and undergraduate chemistry students. Data is gathered through experimental interventions, pre- and post-tests, and surveys. Results indicate that AI-tutored students outperform those in traditional settings, demonstrating improved problem-solving skills and deeper conceptual grasp. The findings support the integration of AI in chemistry curricula and offer practical recommendations for educators and policymakers.<\/span><\/p>

Keywords:<\/span> Chemistry Education, Artificial Intelligence, Intelligent Tutoring Systems, Conceptual Understanding, Adaptive Learning.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Impact Statement\n<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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AI-powered tutoring systems hold significant promise for transforming chemistry education by fostering deeper conceptual understanding. This research aims to investigate their impact on student learning outcomes, engagement, and attitudes towards chemistry. By providing personalized feedback, adaptive learning paths, and interactive simulations, these systems can address individual learning needs and bridge gaps in understanding abstract chemical concepts. The findings will inform educators and developers on the effectiveness of AI in enhancing conceptual mastery, potentially leading to improved student performance, increased interest in STEM fields, and a more robust foundation for future scientific endeavors. Ultimately, this research seeks to contribute to the development and implementation of more effective and engaging chemistry learning experiences for students.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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About The Author<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Dr Sandeep Kumar<\/span> is working as Professor of Chemistry and \u2018by courtesy of psychology\u2019 NIILM University Kaithal Haryana, and have more than two decades experience in teaching, research, curriculum development, counselling and leadership. His areas of interest are chemical education, research, behavioural science, teacher education and practices. As resource person, he has conducted more than 225 training programs for the school and higher education teachers. He has been awarded with numerous prestigious National and International Awards. He has participated and presented research articles in more than 200 National and International conferences. He has been invited as keynote speaker, guest of honour, conference chair, and resources person in various National and International Conferences. He is associated with various National and International Organizations.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Cite this Article\n<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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APA 7th Style<\/span>\u00a0<\/span><\/p>

Kumar, S. (2025). Enhancing conceptual understanding in chemistry education through AI-powered tutoring systems. <\/span>Shodh Sari-An International Multidisciplinary Journal<\/span>, <\/span>4<\/span>(02), 380\u2013396. <\/span>https:\/\/doi.org\/10.59231\/SARI7830<\/span><\/a><\/p>

Chicago 17th Style<\/span>\u00a0<\/span><\/p>

Kumar, Sandeep. “Enhancing Conceptual Understanding in Chemistry Education Through AI-Powered Tutoring Systems.” <\/span>Shodh Sari-An International Multidisciplinary Journal<\/span> 4, no. 2 (2025): 380\u2013396. <\/span>https:\/\/doi.org\/10.59231\/SARI7830<\/span><\/a>.<\/span><\/p>

MLA 9th Style<\/span>\u00a0<\/span><\/p>

Kumar, Sandeep. “Enhancing Conceptual Understanding in Chemistry Education Through AI-Powered Tutoring Systems.” <\/span>Shodh Sari-An International Multidisciplinary Journal<\/span>, vol. 4, no. 2, 2025, pp. 380-396, <\/span>https:\/\/doi.org\/10.59231\/SARI7830<\/span><\/a>.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Statements & Declarations\n<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Review Method:<\/span> This article underwent a double-blind peer-review process by two independent external experts in Chemistry Pedagogy and Instructional Technology to evaluate the effectiveness of the AI-driven intervention models and their impact on student cognitive architecture.<\/span><\/p>

Competing Interests:<\/span> The author (Sandeep Kumar) declares that there are no financial, personal, or professional conflicts of interest that could have inappropriately influenced the research findings or the analysis of the Intelligent Tutoring Systems (ITS) presented in this study.<\/span><\/p>

Funding:<\/span> This research was conducted as part of the author\u2019s academic and professional activities at the School of Applied and Behavioral Sciences, NIILM University. No specific external grants or commercial funding were received for this work.<\/span><\/p>

Data Availability:<\/span> The analysis is based on a synthesis of empirical studies regarding AI-driven tutoring outcomes, cognitive load theory in chemistry, and adaptive learning algorithms. All primary datasets and comparative literature cited are available through public academic archives and institutional repositories.<\/span><\/p>

License:<\/span> Enhancing Conceptual Understanding in Chemistry Education Through AI-Powered Tutoring Systems<\/span> \u00a9 2025 by Sandeep Kumar is licensed under <\/span>CC BY-NC-ND 4.0<\/span>. This work is published by the International Council for Education Research and Training (ICERT).<\/span><\/p>

Ethics Approval:<\/span> As this study is a theoretical and methodological review of educational technology frameworks and does not involve direct clinical experimentation on human participants, it was deemed exempt from formal ethical review by the Institutional Research Committee of NIILM University.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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References<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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  1. Almalki, A., & Aziz, M. A. (2021). The effectiveness of artificial intelligence applications in enhancing student learning in STEM disciplines. <\/span>Education and Information Technologies, 26<\/span>(4), 4073\u20134091. https:\/\/doi.org\/10.1007\/s10639-021-10541-2<\/span><\/p><\/li>

  2. Carbonell, J. R. (1970). AI in CAI: An artificial-intelligence approach to computer-assisted instruction. <\/span>IEEE Transactions on Man-Machine Systems, 11<\/span>(4), 190\u2013202. https:\/\/doi.org\/10.1109\/TMMS.1970.299942<\/span><\/p><\/li>

  3. Chi, M. T. H., Kang, S., & Yaghmourian, D. L. (2017). Why students learn more from dialogue- than monologue-videos: Analyses of peer interaction and knowledge co-construction. <\/span>Journal of Educational Psychology, 109<\/span>(4), 620\u2013629. https:\/\/doi.org\/10.1037\/edu0000157<\/span><\/p><\/li>

  4. Graesser, A. C., & McNamara, D. S. (2010). Self-regulated learning in intelligent tutoring systems. In B. J. Zimmerman & D. H. Schunk (Eds.), <\/span>Handbook of Self-Regulation of Learning and Performance<\/span> (pp. 361\u2013375). Routledge.<\/span><\/p><\/li>

  5. Holstein, K., McLaren, B. M., & Aleven, V. (2018). Student learning benefits of a mixed-reality teacher awareness tool in AI-enhanced classrooms. <\/span>International Conference on Artificial Intelligence in Education<\/span>, 154\u2013168. https:\/\/doi.org\/10.1007\/978-3-319-93843-1_12<\/span><\/p><\/li>

  6. Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2016). <\/span>Intelligence unleashed: An argument for AI in education<\/span>. Pearson Education. https:\/\/www.pearson.com\/content\/dam\/corporate\/global\/pearson-dot-com\/files\/innovation\/Intelligence-Unleashed-Publication.pdf<\/span><\/p><\/li>

  7. Mill\u00e1n, E., & P\u00e9rez-de-la-Cruz, J. L. (2002). A Bayesian diagnostic algorithm for student modeling and its evaluation. <\/span>User Modeling and User-Adapted Interaction, 12<\/span>(2\u20133), 281\u2013330. https:\/\/doi.org\/10.1023\/A:1015006910974<\/span><\/p><\/li>

  8. VanLehn, K. (2011). The relative effectiveness of human tutoring, intelligent tutoring systems, and other tutoring systems. <\/span>Educational Psychologist, 46<\/span>(4), 197\u2013221. https:\/\/doi.org\/10.1080\/00461520.2011.611369<\/span><\/p><\/li>

  9. Woolf, B. P. (2010). <\/span>Building intelligent interactive tutors: Student-centered strategies for revolutionizing e-learning<\/span>. Morgan Kaufmann.<\/span><\/p><\/li>

  10. Kumar, S. (2024). Effect of Concept Based Cartoons as art integration on Alternative Concepts in Chemical Bonding. <\/span>Shodh Sari-An International Multidisciplinary Journal<\/span>, <\/span>03<\/span>(03), 286\u2013302. https:\/\/doi.org\/10.59231\/sari7735<\/span><\/p><\/li>

  11. Kumar, S. (2024). Remediation of Chemical Bonding Misconception through Conceptual Change Text. <\/span>Edumania-An International Multidisciplinary Journal<\/span>, <\/span>02<\/span>(03), 63\u201373. https:\/\/doi.org\/10.59231\/edumania\/9056<\/span><\/p><\/li>

  12. Kumar, S. (2024). An analysis of common misconceptions in chemistry education and practices. <\/span>International Journal of Applied and Behavioral Sciences<\/span>, <\/span>01<\/span>(01), 01\u201311. https:\/\/doi.org\/10.70388\/ijabs24701<\/span><\/p><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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    Shodh Sari-An International Multidisciplinary Journal Vol-04, Issue-02 (Apr-Jun 2025) An International scholarly\/ academic journal, peer-reviewed\/ refereed journal, ISSN : 2959-1376 Enhancing Conceptual Understanding in Chemistry Education Through AI-Powered Tutoring Systems Kumar, Sandeep ORCID: https:\/\/orcid.org\/0009-0009-0775-698X Professor of Chemistry, and \u2018by courtesy of Psychology\u2019, School of Applied and Behavioral Sciences, NIILM University Kaithal Haryana DOI: https:\/\/doi.org\/10.59231\/SARI7830 Subject: […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":66,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-12722","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages\/12722","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/comments?post=12722"}],"version-history":[{"count":21,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages\/12722\/revisions"}],"predecessor-version":[{"id":31799,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages\/12722\/revisions\/31799"}],"up":[{"embeddable":true,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages\/66"}],"wp:attachment":[{"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/media?parent=12722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}