Leveraging Large Language Models for Analysis of Student Course Feedback

被引：1
|
作者：
Wang, Zixuan [1 ]
Denny, Paul [1 ]
Leinonen, Juho [1 ]
Luxton-Reilly, Andrew [1 ]
机构：
[1] Univ Auckland, Auckland, New Zealand
来源：
PROCEEDINGS OF THE 16TH ANNUAL ACM INDIA COMPUTE CONFERENCE, COMPUTE 2023 | 2023年
关键词：
Student Evaluation of Teaching; Large Language Model; Student Feedback; Natural Language Processing;
D O I：
10.1145/3627217.3627221
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
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.
引用
收藏
页码：76 / 79
页数：4
相关论文
共 50 条
  • [41] Leveraging Large Language Models for Efficient Alert Aggregation in AIOPs
    Zha, Junjie
    Shan, Xinwen
    Lu, Jiaxin
    Zhu, Jiajia
    Liu, Zihan
    ELECTRONICS, 2024, 13 (22)
  • [42] Leveraging Large Language Models for Activity Recognition in Smart Environments
    Cleland, Ian
    Nugent, Luke
    Cruciani, Federico
    Nugent, Chris
    2024 INTERNATIONAL CONFERENCE ON ACTIVITY AND BEHAVIOR COMPUTING, ABC 2024, 2024,
  • [43] Leveraging Large Language Models for Automatic Smart Contract Generation
    Napoli, Emanuele Antonio
    Barbara, Fadi
    Gatteschi, Valentina
    Schifanella, Claudio
    2024 IEEE 48TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE, COMPSAC 2024, 2024, : 701 - 710
  • [44] Leveraging Large Language Models for Automated Chinese Essay Scoring
    Feng, Haiyue
    Du, Sixuan
    Zhu, Gaoxia
    Zou, Yan
    Poh Boon Phua
    Feng, Yuhong
    Zhong, Haoming
    Shen, Zhiqi
    Liu, Siyuan
    ARTIFICIAL INTELLIGENCE IN EDUCATION, PT I, AIED 2024, 2024, 14829 : 454 - 467
  • [45] Leveraging large language models for daily tourist demand forecasting
    He, Kaijian
    Zheng, Linyuan
    Wu, Don
    Zou, Yingchao
    CURRENT ISSUES IN TOURISM, 2024,
  • [46] Leveraging Large Language Models for Python']Python Unit Test
    Jiri, Medlen
    Emese, Bari
    Medlen, Patrick
    2024 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE TESTING, AITEST, 2024, : 95 - 100
  • [47] Leveraging Large Language Models for Decision Support in Personalized Oncology
    Benary, Manuela
    Wang, Xing David
    Schmidt, Max
    Soll, Dominik
    Hilfenhaus, Georg
    Nassir, Mani
    Sigler, Christian
    Knoedler, Maren
    Keller, Ulrich
    Beule, Dieter
    Keilholz, Ulrich
    Leser, Ulf
    Rieke, Damian T.
    JAMA NETWORK OPEN, 2023, 6 (11) : E2343689
  • [48] Leveraging large language models: transforming scholarly publishing for the better
    Fortier, Lisa A.
    JAVMA-JOURNAL OF THE AMERICAN VETERINARY MEDICAL ASSOCIATION, 2023, 261 (08): : 1106 - 1107
  • [49] Leveraging Large Language Models for Enhancing Safety in Maritime Operations
    Miller, Tymoteusz
    Durlik, Irmina
    Kostecka, Ewelina
    Lobodzinska, Adrianna
    Lazuga, Kinga
    Kozlovska, Polina
    APPLIED SCIENCES-BASEL, 2025, 15 (03):
  • [50] ERASMO: Leveraging Large Language Models for Enhanced Clustering Segmentation
    Silva, Fillipe dos Santos
    Kakimoto, Gabriel Kenzo
    dos Reis, Julio Cesar
    Reis, Marcelo S.
    INTELLIGENT SYSTEMS, BRACIS 2024, PT I, 2025, 15412 : 414 - 429
12345