Analyzing Students' Problem-Solving Sequences: A Human-in-the-Loop Approach.
Erica KleinmanMurtuza N. ShergadwalaZhaoqing TengJennifer VillarealeAndy BryantJichen ZhuMagy Seif El-NasrPublished in: J. Learn. Anal. (2022)
Keyphrases
- creative problem solving
- global climate change
- word problems
- intelligent tutoring systems
- student learning
- human tutors
- solving problems
- mathematical problem solving
- learning styles
- artificial intelligence
- learning experience
- tutoring system
- undergraduate students
- information processing
- distance learning
- learning outcomes
- high school
- higher education
- learning environment
- cognitive model
- high school students
- learning activities
- cooperative learning
- e learning
- learning process
- critical thinking
- affective states
- knowledge level
- online course
- open ended
- collaborative learning
- control group
- problem based learning
- distance education
- human subjects
- hidden markov models
- concept maps
- mobile learning
- human problem solving
- human tutoring
- case based reasoning
- intelligent tutor
- intelligent tutoring
- secondary school
- knowledge construction
- elementary school
- teaching methods
- engineering design
- blended learning