Toolkit to support intelligibility in context-aware applications

Context-aware applications should be intelligible so users can better understand how they work and improve their trust in them. However, providing intelligibility is nontrivial and requires the developer to understand how to generate explanations from application decision models. Furthermore, users need different types of explanations and this complicates the implementation of intelligibility. We have developed the Intelligibility Toolkit that makes it easy for application developers to obtain eight types of explanations from the most popular decision models of context-aware applications. We describe its extensible architecture, and the explanation generation algorithms we developed. We validate the usefulness of the toolkit with three canonical applications that use the toolkit to generate explanations for end-users. Author Keywords Context-awareness, intelligibility, explanations, toolkits. ACM Classification Keywords H5.m. Information interfaces and presentation (e.g., HCI): Miscel...

• Type: Conference
• Year: 2010
• Where: HUC
• Authors: Brian Y. Lim, Anind K. Dey
• Keywords: Context-aware Applications, Decision Models, HUC 2010, Human Computer Interaction, Intelligibility Toolkit