Skills Embeddings: A Neural Approach to Multicomponent Representations of Students and Tasks.
Russell MooreAndrew CainesMark ElliottAhmed H. ZaidiAndrew RicePaula ButteryPublished in: EDM (2019)
Keyphrases
- skills needed
- helping students
- computer science students
- external representations
- information literacy
- conceptual understanding
- writing skills
- thinking skills
- internal representations
- medical students
- neural network
- young students
- student learning
- learning experience
- learning activities
- learning outcomes
- cognitive apprenticeship
- learning environment
- high school students
- learning objectives
- life long learning
- special education
- lifelong learning
- college students
- learning process
- deaf students
- high school
- intelligent tutoring systems
- mathematical problem solving
- learning styles
- teaching methods
- e learning
- college level
- collaborative learning
- classroom instruction
- argumentation skills
- critical thinking skills
- educational experiences
- skill development
- critical thinking
- communication skills
- higher education
- learning goals
- distance learning
- vector space
- distributed representations
- network architecture
- cooperative learning
- science education
- learning disabled
- school education
- online course
- cognitive load
- graphic design
- subject matter
- middle school
- educational settings
- middle school students
- educational process