Abstract
Ubiquitous computing is extending its applications to an increasing number of domains. “Monolithic” approaches use centralised systems, controlling devices and users’ requests. A different solution can be found in works proposing “distributed” intelligent devices that communicate, without a central reasoner, creating little communities to support the user. If the former approach uses all the available sensors being more easily context-aware, the latter is scalable and naturally supports multiple users.
In this work we introduce a model for a distributed network of entities in Intelligent Environments. Each node satisfies users’ requests through Natural User Interfaces. If a node cannot produce the expected output, it communicates with others in the network, generating paths where the final target is undetermined and intermediate nodes do not understand the request; this is the focus of our work. The system learns parameters and connections in the initial topology. We tested the system in two scenarios. Our approach finds paths close to the optimum with reasonable connections.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
Notes
- 1.
jade.tilab.com retrieved on December 2016.
- 2.
jason.sourceforge.net retrieved on December 2016.
- 3.
http://iot.ee.surrey.ac.uk/fiware/ontologies/iot-lite retrieved on December 2016.
- 4.
https://en.wikipedia.org/wiki/Amazon_Alexa retrieved on February 2017.
References
Abowd, G.D., Dey, A.K., Brown, P.J., Davies, N., Smith, M., Steggles, P.: Towards a better understanding of context and context-awareness. In: Gellersen, H.-W. (ed.) HUC 1999. LNCS, vol. 1707, pp. 304–307. Springer, Heidelberg (1999). doi:10.1007/3-540-48157-5_29
Alegre, U., Augusto, J.C., Clark, T.: Engineering context-aware systems and applications: a survey. J. Syst. Softw. 117, 55–83 (2016)
Augusto, J.C., Callaghan, V., Cook, D., Kameas, A., Satoh, I.: Intelligent environments: a manifesto. Hum.-Centric Comput. Inf. Sci. 3(1), 1–18 (2013)
Bello, O., Zeadally, S.: Intelligent device-to-device communication in the Internet of Things. IEEE Syst. J. 10(3), 1172–1182 (2016)
Bratman, M.: Intention, Plans, and Practical Reason. Center for the Study of Language and Information, Stanford (1987)
Busse, B., Fuchs, M.: Prevalence of cell phone sharing. Surv. Method. Insights Field (SMIF) (2013)
Chen, H., Finin, T., Joshi, A.: The SOUPA ontology for pervasive computing. In: Tamma, V., Cranefield, S., Finin, T.W., Willmott, S. (eds.) Ontologies for Agents: Theory and Experiences, pp. 233–258. Springer, Heidelberg (2005)
Cook, D., Das, S.: Smart Environments: Technology, Protocols and Applications, vol. 43. Wiley, Hoboken (2004)
Di Mauro, D., Cutugno, F.: A framework for interaction design in intelligent environments. In: 2016 12th International Conference on Intelligent Environments (IE), pp. 246–249. IEEE (2016)
Dooley, J., Henson, M., Callaghan, V., Hagras, H., Al-Ghazzawi, D., Malibari, A., Al-Haddad, M., Al-Ghamdi, A.: A formal model for space based ubiquitous computing. In: 7th International Conference on Intelligent Environments, pp. 74–79 (2011)
Dressler, F., Akan, O.B.: A survey on bio-inspired networking. Comput. Netw. 54(6), 881–900 (2010). New Network Paradigms
Ferrando, S.P., Onaindia, E.: Context-aware multi-agent planning in intelligent environments. Inf. Sci. 227, 22–42 (2013). http://www.sciencedirect.com/science/article/pii/S0020025512007748
Karlson, A.K., Brush, A., Schechter, S.: Can I borrow your phone?: understanding concerns when sharing mobile phones. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1647–1650. ACM (2009)
Li, W., Logenthiran, T., Woo, W.L., Phan, V.T., Srinivasan, D.: Implementation of demand side management of a smart home using multi-agent system. In: 2016 IEEE Congress on Evolutionary Computation (CEC), pp. 2028–2035, July 2016
Lison, P.: A hybrid approach to dialogue management based on probabilistic rules. Comput. Speech Lang. 34(1), 232–255 (2015)
Lo, K.W., Tang, W.W., Leong, H.V., Chan, A., Chan, S., Ngai, G.: i*Chameleon: a unified web service framework for integrating multimodal interaction devices. In: Pervasive Computing and Communications Workshops (PERCOM Workshops), pp. 106–111. IEEE (2012)
Loseto, G., Scioscia, F., Ruta, M., Di Sciascio, E.: Semantic-based smart homes: a multi-agent approach. In: 13th Workshop on Objects and Agents (WOA 2012), vol. 892, pp. 49–55 (2012)
Matthews, T., Liao, K., Turner, A., Berkovich, M., Reeder, R., Consolvo, S.: “She’ll just grab any device that’s closer”: a study of everyday device & account sharing in households. In: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, CHI 2016, pp. 5921–5932. ACM (2016). http://doi.acm.org/10.1145/2858036.2858051
Mennicken, S., Zihler, O., Juldaschewa, F., Molnar, V., Aggeler, D., Huang, E.M.: “It’s like living with a friendly stranger”: perceptions of personality traits in a smart home. In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016, pp. 120–131. ACM (2016). http://doi.acm.org/10.1145/2971648.2971757
Musolesi, M., Mascolo, C.: Evaluating context information predictability for autonomic communication. In: Proceedings of the 2006 International Symposium on on World of Wireless, Mobile and Multimedia Networks, pp. 495–499. IEEE Computer Society (2006)
O’hara, K., Harper, R., Mentis, H., Sellen, A., Taylor, A.: On the naturalness of touchless: putting the “interaction” back into NUI. ACM Trans. Comput.-Human Interact. (TOCHI) 20, 5 (2013)
Peña-Ríos, A., Callaghan, V., Gardner, M., Alhaddad, M.J.: Using mixed-reality to develop smart environments. In: Intelligent Environments (IE), pp. 182–189. IEEE (2014)
Sun, Q., Yu, W., Kochurov, N., Hao, Q., Hu, F.: A multi-agent-based intelligent sensor and actuator network design for smart house and home automation. J. Sens. Actuator Netw. 2(3), 557–588 (2013)
Toch, E., Wang, Y., Cranor, L.F.: Personalization and privacy: a survey of privacy risks and remedies in personalization-based systems. User Model. User-Adap. Interact. 22(1–2), 203–220 (2012)
del Val, E., Rebollo, M., Botti, V.: Combination of self-organization mechanisms to enhance service discovery in open systems. Inf. Sci. 279, 138–162 (2014)
Valero, S., del Val, E., Alemany, J., Botti, V.: Enhancing smart-home environments using Magentix2. J. Appl. Logic (2016)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Di Mauro, D., C. Augusto, J., Origlia, A., Cutugno, F. (2017). A Framework for Distributed Interaction in Intelligent Environments. In: Braun, A., Wichert, R., Maña, A. (eds) Ambient Intelligence. AmI 2017. Lecture Notes in Computer Science(), vol 10217. Springer, Cham. https://doi.org/10.1007/978-3-319-56997-0_11
Download citation
DOI: https://doi.org/10.1007/978-3-319-56997-0_11
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-56996-3
Online ISBN: 978-3-319-56997-0
eBook Packages: Computer ScienceComputer Science (R0)
