Abstract
The use of smart devices is increasing rapidly; this trend is changing the paradigm in which notifications are delivered to users. Smart devices are important to provide user awareness. However, their use must be controlled and human perception should be considered to avoid information overload. In this paper, we present a dynamic mechanism to coordinate the distribution of notification across smart devices. This personalized notification mechanism uses an inference engine and a set of rules to generate notification alternatives and select the “best” one. A continuous refinement approach is also used to improve notification delivery. Our system was evaluated and the baseline rules were established by 11 expert users. The main results show that in some scenarios, the notification mechanism selection converged quickly and results are promising. However, further work is required to provide not only personalized but integrated (i.e., more than one device at the time) notification management.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Jacko, J.A.: Human-Computer Interaction Handbook: Fundamentals, Evolving Technologies, and Emerging Applications, 3rd edn. CRC Press Inc., Boca Raton (2012)
Vasseur, J.-P., Dunkels, A.: Interconnecting Smart Objects with IP: The Next Internet. Morgan Kaufmann Publishers Inc., San Francisco (2010)
Fortino, G., Guerrieri, A., Russo, W., Savaglio, C.: Middlewares for Smart Objects and Smart Environments: Overview and Comparison. In: Fortino, G., Trunfio, P. (eds.) Internet of Things Based on Smart Objects: Technology, Middleware and Applications, pp. 1–27. Springer International Publishing, Heidelberg (2014)
Poslad, S.: Ubiquitous Computing: Smart Devices, Environments and Interactions. Wiley Publishing, Inc., New Jersey, United States (2009)
Charlton, B.G.: Evolution and the cognitive neuroscience of awareness, consciousness and language. Psychiatry Hum. Cond. 13(1), 34–42 (2000). Oxford, United Kingdom
Oxford Dictionaries: Oxford Dictionary of English. Oxford University Press (2010)
Okoshi, T., Nozaki, H., Nakazawa, J., Tokuda, H., Ramos, J., Dey, A.K.: Towards attention-aware adaptive notification on smart phones. Pervasive Mob. Comput. 26, 17–34 (2016)
Pielot, M., de Oliveira, R., Kwak, H., Oliver, N.: Didn’T you see my message?: predicting attentiveness to mobile instant messages. In: Proceedings of the 32Nd Annual ACM Conference on Human Factors in Computing Systems, pp. 3319–3328. ACM, New York (2014)
Poppinga, B., Heuten, W., Boll, S.: Sensor-based identification of opportune moments for triggering notifications. IEEE Pervasive Comput. 13, 22–29 (2014)
Okoshi, T., Ramos, J., Nozaki, H., Nakazawa, J., Dey, A.K., Tokuda, H.: Reducing users’ perceived mental effort due to interruptive notifications in multi-device mobile environments. In: Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 475–486. ACM, New York (2015)
López, G., López, M., Guerrero, L.A., Bravo, J.: Human-objects interaction: a framework for designing, developing and evaluating augmented objects. Int. J. Hum. Comput. Interact. 30, 787–801 (2014)
Drossos, N., Mavrommati, I., Kameas, A.: Towards ubiquitous computing applications composed from functionally autonomous hybrid artifacts. Disappearing Comput. 4500, 161–181 (2007)
Acknowledgments
This work was partially supported by Centro de Investigaciones en Tecnologías de la Información y Comunicación (CITIC), Escuela de Ciencias de la Computación e Informática (ECCI) both at Universidad de Costa Rica. Grant No. 834-B6-178. This work was also supported by MICITT and by CONICIT of the Government of Costa Rica.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing AG
About this paper
Cite this paper
López, G., Guzmán, M., Marín, G., Guerrero, L.A. (2016). Towards Smart Notifications - An Adaptive Approach Using Smart Devices. In: García, C., Caballero-Gil, P., Burmester, M., Quesada-Arencibia, A. (eds) Ubiquitous Computing and Ambient Intelligence. UCAmI 2016. Lecture Notes in Computer Science(), vol 10069. Springer, Cham. https://doi.org/10.1007/978-3-319-48746-5_38
Download citation
DOI: https://doi.org/10.1007/978-3-319-48746-5_38
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-48745-8
Online ISBN: 978-3-319-48746-5
eBook Packages: Computer ScienceComputer Science (R0)