Predicting Students' Performance in an Introductory Programming Course Using Data from Students' Own Programming Process.
Arto VihavainenPublished in: ICALT (2013)
Keyphrases
- programming course
- programming education
- student learning
- automatic assessment
- programming concepts
- computer programming
- introductory programming courses
- introductory programming
- novice programmers
- introductory computer
- programming skills
- teaching materials
- source code
- programming assignments
- training data
- machine learning
- software testing
- higher education
- learning systems
- learning activities
- relational databases
- learning environment