When cognitive fit outweighs cognitive load: Redundant data labels in charts increase accuracy and speed of information extraction.
Tobias KoppMatthias RiekertSonja UtzPublished in: Comput. Hum. Behav. (2018)
Keyphrases
- cognitive load
- working memory
- information extraction
- redundant data
- skill acquisition
- precision and recall
- individual differences
- exploratory search
- cognitive load theory
- text mining
- information processing
- metacognitive processes
- computer literacy
- natural language processing
- pre and post tests
- computational model
- question answering
- long term memory
- information retrieval
- semi supervised
- pupil size
- cognitive architecture
- conditional random fields
- pairwise
- training set
- decision making