Automated Assessment of Students' Code Comprehension using LLMs.
Priti OliRabin BanjadeJeevan ChapagainVasile RusPublished in: CoRR (2024)
Keyphrases
- programming course
- assessment process
- computer assisted assessment
- student learning
- peer assessment
- concept mapping
- learning experience
- distance learning
- learning environment
- learning activities
- grounded theory
- learning outcomes
- assessment tool
- automatic assessment
- programming assignments
- high school students
- source code
- higher education
- undergraduate students
- student responses
- college students
- collaborative learning
- learning styles
- mobile learning
- intelligent tutoring systems
- open ended
- problem based learning
- tutoring system
- student knowledge
- student modeling
- student progress
- helping students
- formative assessment
- teaching strategies
- online course
- students learning
- learning process
- virtual laboratories
- cognitive load
- teaching methods
- elementary school
- concept maps
- high school
- learning community
- introductory programming
- learning tools
- computer programming
- control group
- middle school
- critical thinking skills
- learning analytics