InMind - SUGILITE

一种新的编程，通过示范（PBD）系统，为用户建立自动化

SUGILITE is a new programming-by-demonstration (PBD)

system that enables users to create automation on

smartphones. SUGILITE uses Android’s accessibility API to

support automating arbitrary tasks in any Android app (or

even across multiple apps). When the user gives verbal

commands that SUGILITE does not know how to execute,

the user can demonstrate by directly manipulating the regular

apps’ user interface. By leveraging the verbal instructions,

the demonstrated procedures, and the apps’ UI hierarchy

structures, SUGILITE can automatically generalize the

script from the recorded actions, so SUGILITE learns how to

perform tasks with different variations and parameters from

a single demonstration. Extensive error handling and context

checking support forking the script when new situations

are encountered, and provide robustness if the apps

change their user interface. Our lab study suggests that users

with little or no programming knowledge can successfully

automate smartphone tasks using SUGILITE.