Exploring Machine Learning Methods to Identify Patterns in Students' Solutions to Programming Assignments.
Xiaojin LiuHugo CastellanosLucas WieseAlejandra J. MaganaPublished in: FIE (2023)
Keyphrases
- machine learning methods
- programming assignments
- automatic assessment
- programming course
- students learning
- grounded theory
- machine learning
- introductory programming
- machine learning approaches
- machine learning algorithms
- student learning
- learning environment
- e learning
- learning activities
- success or failure
- learning process
- learning platform
- high school
- distance learning
- higher education
- online learning
- mobile learning
- online course
- learning styles
- metadata
- real world
- concept maps
- case study
- high school students
- game based learning
- source code
- intelligent tutoring systems
- data mining techniques