Title
A preference modelling approach to support intelligibility in pervasive applications
Abstract
Context-aware applications do not always adapt their behaviours in ways that users expect due to a variety of reasons. Applications that lack intelligibility are often incapable of offering explanations to users as to why they decided to adapt their behaviours in certain ways, and providing feedback mechanisms for users to take control of any unwanted adaptation. This can lead to loss of user trust, satisfaction and acceptance of these applications. However, providing intelligibility and user control in applications are non-trivial; it involves exposing internal working components that influence the adaptation decisions, rendering them understandable to non-technical users, and enabling user modifications to those components to correct unexpected adaptations. This paper describes a user preference model regarding application adaptations. The goal is to support intelligibility in applications by facilitating users in generation of clear mental models that enable them to understand the links between particular contextual situations and various adaptive actions. It also aims to support user control of application behaviours by assisting developers in the creation of appropriate feedback mechanisms. These are essential in preventing user frustration at erratic application behaviours.
Year
DOI
Venue
2011
10.1109/PERCOMW.2011.5766924
Pervasive Computing and Communications Workshops
Keywords
Field
DocType
human computer interaction,ubiquitous computing,user interfaces,context aware computing,feedback mechanism,intelligibility,intelligibility support,pervasive computing,preference modelling approach,user control,user preference model,context modelling,context-awareness,intelligibility,preference modelling,user control
Middleware,User control,Computer science,Context awareness,Context model,Human–computer interaction,Ubiquitous computing,Rendering (computer graphics),User interface,Multimedia,Intelligibility (communication),Distributed computing
Conference
ISBN
Citations 
PageRank 
978-1-61284-936-2
7
0.71
References 
Authors
15
3
Name
Order
Citations
PageRank
Johnson Fong170.71
Jadwiga Indulska22092146.96
Ricky Robinson321315.60