Zixuan Wang, Paul Denny, Juho Leinonen, Andrew Luxton-Reilly
{"title":"Leveraging Large Language Models for Analysis of Student Course Feedback","authors":"Zixuan Wang, Paul Denny, Juho Leinonen, Andrew Luxton-Reilly","doi":"10.1145/3627217.3627221","DOIUrl":null,"url":null,"abstract":"This study investigates the use of large language models, specifically ChatGPT, to analyse the feedback from a Summative Evaluation Tool (SET) used to collect student feedback on the quality of teaching. We find that these models enhance comprehension of SET scores and the impact of context on student evaluations. This work aims to reveal hidden patterns in student evaluation data, demonstrating a positive first step towards automated, detailed analysis of student feedback.","PeriodicalId":508655,"journal":{"name":"Proceedings of the 16th Annual ACM India Compute Conference","volume":"14 5","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 16th Annual ACM India Compute Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3627217.3627221","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract
This study investigates the use of large language models, specifically ChatGPT, to analyse the feedback from a Summative Evaluation Tool (SET) used to collect student feedback on the quality of teaching. We find that these models enhance comprehension of SET scores and the impact of context on student evaluations. This work aims to reveal hidden patterns in student evaluation data, demonstrating a positive first step towards automated, detailed analysis of student feedback.
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