learning curve
E616236
A learning curve is a graphical representation showing how proficiency or performance improves with experience or practice over time.
Statements (51)
| Predicate | Object |
|---|---|
| instanceOf |
concept
ⓘ
graphical representation ⓘ mathematical model ⓘ |
| appliedTo |
individual learners
ⓘ
manufacturing processes ⓘ organizations ⓘ software adoption ⓘ teams ⓘ use of new tools or interfaces ⓘ |
| canBe |
approximated by exponential functions
ⓘ
approximated by power law functions ⓘ empirically measured ⓘ statistically modeled ⓘ |
| canHaveShape |
gradual improvement over long period
ⓘ
rapid early learning then diminishing returns ⓘ steep initial improvement followed by plateau ⓘ |
| describes |
change in error rate with experience
ⓘ
change in task completion time with practice ⓘ improvement in performance with practice ⓘ rate of learning over time ⓘ |
| hasAxis |
horizontal axis representing experience or practice
ⓘ
vertical axis representing performance or proficiency ⓘ |
| hasDefinition | graphical representation showing how proficiency or performance improves with experience or practice over time ⓘ |
| hasParameter |
amount of practice
ⓘ
initial performance level ⓘ learning rate ⓘ performance ceiling ⓘ |
| hasProperty |
asymptote indicating maximum performance
ⓘ
curvature indicating pattern of learning ⓘ slope indicating speed of learning ⓘ |
| relatedTo |
experience curve
ⓘ
forgetting curve NERFINISHED ⓘ performance improvement ⓘ practice effect ⓘ skill acquisition ⓘ |
| represents |
relationship between performance and experience
ⓘ
relationship between proficiency and practice ⓘ |
| usedFor |
comparing difficulty of tasks or systems
ⓘ
estimating productivity gains with experience ⓘ forecasting future performance ⓘ planning training duration ⓘ |
| usedIn |
business management
ⓘ
economics ⓘ education ⓘ human–computer interaction ⓘ industrial engineering ⓘ operations management ⓘ psychology ⓘ skill acquisition research ⓘ software engineering ⓘ training design ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.