education institutions using ai to predict student performance - SERP Analysis

https://www.brookings.edu/articles/using-ai-to-predict-student-success-in-higher-education/

https://digitalmarketinginstitute.com/blog/8-universities-leveraging-ai-to-drive-student-success

https://aiplusinfo.medium.com/student-performance-prediction-with-ai-311c3cf072a7

https://www.techlearning.com/news/colleges-are-using-ai-to-predict-student-success-but-the-predictions-are-frequently-wrong

https://onlinedegrees.sandiego.edu/artificial-intelligence-education/

https://mrccedtech.com/how-ai-revolutionizes-higher-education-with-predictive-analytics/

https://www.edtechinnovationhub.com/news/effat-university-develops-ai-model-to-predict-student-performance-and-improve-academic-support

https://www.hurix.com/blogs/how-ai-predictive-analytics-improve-student-success-in-higher-ed/

https://education.illinois.edu/about/news-events/news/article/2024/10/24/ai-in-schools--pros-and-cons

https://www.sciencedirect.com/science/article/abs/pii/S0747563224001699

https://www.quadc.io/everything-you-need-to-know-about-ai-in-higher-education

https://www.reddit.com/r/AskUK/comments/1jkz2w0/how_are_educational_institutions_coping_with/

https://www.mdpi.com/2227-7102/15/3/343

https://www.digitallearninginstitute.com/blog/ai-driven-evolution-in-learning-analytics-for-digital-education

https://www.ed.gov/sites/ed/files/documents/ai-report/ai-report.pdf

https://pmc.ncbi.nlm.nih.gov/articles/PMC8128667/

https://www.researchgate.net/publication/376684240_Leveraging_Artificial_Intelligence_to_Predict_Student_Performance_A_Comparative_Machine_Learning_Approach

https://www.datasciencecentral.com/can-machine-learning-predict-student-outcomes/

https://www.nature.com/articles/s41598-025-92556-x

https://www.civitaslearning.com/blog/ai-powered-student-success/

https://educationaltechnologyjournal.springeropen.com/articles/10.1186/s41239-022-00372-4

https://thedssr.com/index.php/2/article/view/259

https://www.sciencedirect.com/science/article/pii/S2666920X24001085

https://www.rapidinnovation.io/post/ai-agents-for-academic-performance-prediction

https://www.quora.com/How-are-top-A-Level-schools-using-AI-in-their-classrooms-and-what-impact-is-it-having-on-student-learning-and-school-operations

https://aiplusinfo.medium.com/learning-analytics-and-insights-from-ai-4ca2bb011e3f

https://www.azoai.com/article/Using-Artificial-Intelligence-to-Track-Student-Performance.aspx

https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2024.1421479/full

https://pantheon.io/learning-center/artificial-intelligence-and-higher-education

https://pmc.ncbi.nlm.nih.gov/articles/PMC11600083/

https://www.tandfonline.com/doi/full/10.1080/2331186X.2025.2481000

https://www.linkedin.com/pulse/utilizing-artificial-intelligence-predict-high-school-ben

https://www.ijimai.org/journal/bibcite/reference/2654

https://onlinelibrary.wiley.com/doi/10.1155/2024/4067721

https://www.emerald.com/insight/content/doi/10.1108/k-12-2023-2742/full/html?utm_source=rss&utm_medium=feed&utm_campaign=rss_journalLatest

https://www.researchgate.net/publication/357082256_Investigating_the_impact_of_artificial_intelligence_in_education_sector_by_predicting_student_performance

https://slejournal.springeropen.com/articles/10.1186/s40561-021-00161-y

https://www.reddit.com/r/education/comments/1adsn5x/how_can_universities_and_educational_institutions/

https://www.hurix.com/blogs/how-is-ai-and-data-analytics-changing-the-face-of-education/

https://www.quora.com/How-do-you-think-the-use-of-AI-for-analyzing-student-data-and-creating-instructional-materials-can-impact-the-overall-learning-experience-and-academic-performance-of-students

https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2023.1106679/full

https://www.ijraset.com/research-paper/student-performance-prediction-using-ai-and-ml

https://www.mdpi.com/2071-1050/14/18/11642

https://journalcrd.org/wp-content/uploads/20-CRD2532.pdf

https://towardsdatascience.com/beyond-grades-using-ai-to-forecast-and-explain-student-performance-23580747e8b0/

https://aircconline.com/ijaia/V16N1/16125ijaia01.pdf

https://eric.ed.gov/?id=EJ1356672

https://www.udig.com/insights/blog/predicting-student-performance

https://www.hepi.ac.uk/2019/09/04/could-ai-help-universities-spot-student-success-or-failure-earlier/

https://educationaldatamining.org/edm2024/proceedings/2024.EDM-posters.73/

https://spast.org/techrep/article/download/5278/526/10487

https://www.munciejournal.com/2025/01/ball-state-professor-leverages-artificial-intelligence-to-predict-student-performance-and-boost-success/

https://elearningindustry.com/the-future-of-higher-education-integrating-ai-powered-learning-platforms-for-enhanced-academic-achievement

https://www.highereducationdigest.com/beyond-the-classroom-artificial-intelligence-and-predictive-analytics-in-higher-education/

https://dl.acm.org/doi/10.1007/s10639-022-11120-6

https://heca-analitika.com/jeml/article/download/132/81/950

https://www.eself.ai/blog/predictive-analytics-in-education/

https://digitaldefynd.com/IQ/ai-use-to-predict-student-success-in-elearning/

https://www.aiprm.com/ai-in-education-statistics/

https://info.smartevals.com/navigating-the-complexities-of-ai-in-higher-education/

https://ieeexplore.ieee.org/document/10169421/

https://www.scitepress.org/Papers/2024/123480/123480.pdf

https://qtanalytics.in/journals/index.php/IJERR/article/view/2775

https://learningsciences.smu.edu/blog/artificial-intelligence-in-education

https://comminfo.rutgers.edu/news/how-artificial-intelligence-impacting-higher-education

https://ijrpr.com/uploads/V6ISSUE4/IJRPR41468.pdf

https://pure.hud.ac.uk/en/publications/predicting-academic-performance-of-university-students-using-mach

https://journals.uclpress.co.uk/lre/article/id/434/print/

https://www.hyland.com/en/resources/articles/ai-higher-education

https://www.watermarkinsights.com/resources/blog/how-ai-will-transform-higher-education/

https://scholarworks.utrgv.edu/cgi/viewcontent.cgi?article=1572&context=mss_fac

https://ijai.iaescore.com/index.php/IJAI/article/view/22073

https://www.redalyc.org/journal/4988/498875016004/html/

https://www.globaladmissions.com/blog/how-universities-used-ai-to-revolutionize-higher-education-experiences

https://www.childtrends.org/publications/applications-ai-education-research

https://www.compunnel.com/blogs/leveraging-data-analytics-to-enhance-student-success-and-institutional-performance-in-the-education-sector/

https://hipatiapress.com/hpjournals/index.php/remie/article/view/13342/4703

https://michiganvirtual.org/research/publications/ai-in-education-student-usage-in-online-learning/

https://link.springer.com/article/10.1007/s40593-024-00429-7

https://semarakilmu.com.my/journals/index.php/applied_sciences_eng_tech/article/download/2078/4668/51185

https://scielo.org.za/scielo.php?script=sci_arttext&pid=S2077-72132022000200003

https://quantumzeitgeist.com/how-will-education-be-affected-by-artificial-intelligence/

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0293061

https://www.uml.edu/celt/exploring-ai/highered.aspx

https://axonpark.com/how-effective-is-ai-in-education-10-case-studies-and-examples/

https://www.21kschool.com/us/blog/predictive-analytics-in-education/

https://spast.org/techrep/article/view/5278/526

https://www.ejmste.com/article/predicting-new-student-performances-and-identifying-important-attributes-of-admission-data-using-13863

https://www.leewayhertz.com/ai-use-cases-in-education/

https://www.airweb.org/docs/default-source/documents-for-pages/reports-and-publications/professional-file/apf-161-predictive-analytics-in-higher-education.pdf?sfvrsn=f31dcce4_1

https://www.worldscientific.com/doi/10.1142/S0219265921440035?srsltid=AfmBOorRr72Qm5zvNHJKGK151XitihGDhT_lNwmdWHya7sdYGqGOcjjd

https://www.enrollify.org/blog/ai-in-student-retention-can-machine-learning-predict-whos-at-risk-of-dropping-out

https://www.cde.ca.gov/ci/pl/aiincalifornia.asp

https://www.jamf.com/blog/pros-cons-ai-in-education/

https://www.rapidinnovation.io/post/ai-for-student-performance-analytics

https://campustechnology.com/articles/2024/08/28/survey-86-of-students-already-use-ai-in-their-studies.aspx

https://ojs.bonviewpress.com/index.php/JCCE/article/view/470

https://www.stratfordjournal.org/journals/index.php/Journal-of-Information-and-Techn/article/view/480

https://inoxoft.com/blog/exploring-ai-use-cases-in-education/