Abstract
In this paper, we propose a framework for decision modeling of users in smart home design. Individual’s preferences that derived from both of his/her “Current Lifestyle” and “Future Lifestyle” are considered as the main factors that influence the final decision, Such that the compatibility of the choice alternatives with these preferences sets up the final decision for the individual.
We tested this framework with a virtual experiment. The experiment was conducted among 250 respondents, who were asked to explore a smart home in a virtual environment and then to make a decision among design alternatives for different parts of a smart home. Choices and the underlying effective factors were evaluated by MultiNomial Logit model. The outcomes adequately ascertained the proposed framework. Understanding of the effective factors on the user’s design decisions for a smart home helps designers to incorporate design alternatives with users’ demands in the real world.
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References
Bierhoff, I., Van Berlo, A., Abascal, J., Allen, B., Civit, A.: Smart Home environment. In: Roe, P.R.W. (ed.) Towards an inclusive future, Impact and wider poten-tial of information and communication technologies, COST, Brussels, pp. 110–156 (2007)
Aarts, H.,, Verplanken, B., Knippenber, A.: Predicting Behavior From Actions in the Past: Repeated Decision Making or a Matter of Habit? Journal of Applied Social Psychology 28(15), 1355–1374 (1998)
Jullisson, E.A., Karlsson, N., Garling, T.: Weighing the past and the future in de-cision making. Journal of Cognitive Psychology 17, 561–575 (2005)
Allameh, E., Heidari Jozam, M., Vries, B., de Timmermans, H.J.P., Masoud, M.: Smart Homes from vision to reality: eliciting users’ preferences of Smart Homes by a virtual experimental method. In: The Fist International Conference on Civil and Building Engineering Informatics, pp. 297–305. ICCBEI Organizing Committee, Tokyo (2013)
Heidari, M., Allameh, E., De Vries, B., Timmermans, H.J.P., Jessurun, A.J., Mozaffar, F.: Smart-BIM virtual prototype implementation. Automation in Construction 39, 134–144 (2014)
Wang, Y., Ruhe, G.: The Cognitive Process of Decision Making. Journal of Cognitive Informatics & Natural Intelligence 1(2), 73–85 (2007)
Koppelman, F., Bhat, C.: A Self Instructing Course in Mode Choice Modeling: Multino-mial and Nested Logit Models, Prepared For Department of Transportation, U.S (2006)
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© 2014 Springer International Publishing Switzerland
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Heidari, M., Allameh, E., De Vries, B., Timmermans, H., Mozaffar, F. (2014). Decision Modeling in Smart Home Design. In: Pecchia, L., Chen, L.L., Nugent, C., Bravo, J. (eds) Ambient Assisted Living and Daily Activities. IWAAL 2014. Lecture Notes in Computer Science, vol 8868. Springer, Cham. https://doi.org/10.1007/978-3-319-13105-4_32
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DOI: https://doi.org/10.1007/978-3-319-13105-4_32
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-13104-7
Online ISBN: 978-3-319-13105-4
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