Most current systems present
the user with an intricate interface for specifying his protection needs.The result is that the user has trouble figuring out how to make the specification
and verifying that he
requested the right thing.User
interfaces that more closely match the mental models people have of information
protection are needed. Saltzer & Schroeder, 1975
The goal we want to
achieve with the new idea is to find interesting features in multidimensional
data.
Finding features
like correlations, clusters, outliers, gaps is difficult in multidimensional
data,
because of the
cognitive difficulties in understanding more than 3 dimensions.
Therefore we need to
utilize low-dimensional projections since the human visual system is very
effective in 1D and 2D.
So, the
rank-by-feature framework use 1D and 2D projections to guide discovery
process.