A Survey of Attention Management Systems in Ubiquitous Computing Environments
arXiv:1806.06771 · doi:10.1145/3214261
Abstract
Today's information and communication devices provide always-on connectivity, instant access to an endless repository of information, and represent the most direct point of contact to almost any person in the world. Despite these advantages, devices such as smartphones or personal computers lead to the phenomenon of attention fragmentation, continuously interrupting individuals' activities and tasks with notifications. Attention management systems aim to provide active support in such scenarios, managing interruptions, for example, by postponing notifications to opportune moments for information delivery. In this article, we review attention management system research with a particular focus on ubiquitous computing environments. We first examine cognitive theories of attention and extract guidelines for practical attention management systems. Mathematical models of human attention are at the core of these systems, and in this article, we review sensing and machine learning techniques that make such models possible. We then discuss design challenges towards the implementation of such systems, and finally, we investigate future directions in this area, paving the way for new approaches and systems supporting users in their attention management.
27 pages, 7 figures
References in corpus (4)
- Anticipatory Mobile Computing: A Survey of the State of the Art and Research Challenges
- Productive, Anxious, Lonely - 24 Hours Without Push Notifications
- Smartphones in Mental Health: Detecting Depressive and Manic Episodes
- Assessment of Social Roles for Interruption Management: A New Concept in the Field of Interruptibility
Cited by in corpus (5)
- An Eye Gaze Heatmap Analysis of Uncertainty Head-Up Display Designs for Conditional Automated Driving
- Informing Users: Effects of Notification Properties and User Characteristics on Sharing Attitudes
- TOM: A Development Platform For Wearable Intelligent Assistants
- How far are we from quantifying visual attention in mobile HCI?
- Towards Social Role-Based Interruptibility Management