Demonstrating the viability of automatically generated user interfaces

Abstract

We conducted a user study that demonstrates that automatically generated interfaces can support better usability through increased flexibility in two dimensions. First, we show that automatic generation can improve usability by moving interfaces that are constrained by cost and poor interaction primitives to another device with better interactive capabilities: subjects were twice as fast and four times as successful at completing tasks with automatically generated interfaces on a PocketPC device as with the actual appliance interfaces. Second, we show that an automatic generator can improve usability by automatically ensuring that new interfaces are generated to be consistent with users' previous experience: subjects were also twice as fast using interfaces consistent with their experiences as compared to normally generated interfaces. These two results demonstrate that automatic interface generation is now viable and especially desirable where users will benefit from individualized interfaces or where human designers are constrained by cost and other factors. Copyright 2007 ACM.