Chapter 7 Flashcards
models
reductions or simplifications of more complex phenomena
descriptive models
Models using “loose verbal analogy and metaphor”
describe phenomena.
predictive models
Models using “closed-form
mathematical equations” predict phenomena.
One of the benefits of a predictive model is the potential to predict the outcome on a value of
the predictor never actually visited.
Fitts’ law uses in HCI
(1) to learn if a device or interaction technique conforms to the model by building the prediction equation and examining the correlation for “goodness of fit,”
(2) to use the prediction equation in analyzing design alternatives,
(3) to use Fitts’ index of performance (now throughput) as a dependent variable in a comparative
evaluation.
Fitts’ law
quantifies the time required to move to a target area as a function of the distance to the target and the size of the target
power law of practise
the relationship
between skill and practice
multiple regression
build a prediction model where the outcome is predicted from multiple predictors