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A User Empirical Context Model for a Smart Home Simulator

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Advances in Computer Science and Ubiquitous Computing (UCAWSN 2016, CUTE 2016, CSA 2016)

Abstract

This dissertation aims to quantify the consumer experience in reality by building a real-space information based space model and consumer behavior model. We applied the models and used it to implement the simulator. The developed simulator collects the information generated in the virtual living space for the purpose of developing a smart home simulator. To predict user behavior, data is compiled from experiment panels. By using weka, features are extracted from the amassed data and the feature value’s complexity is reduced. Through optimal subsets of the feature values we could make a judgment on the accuracy of the predicted behaviors.

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References

  1. Hartson, R., Pyla, P.: The UX Book: Process and Guidelines for Ensuring a Quality User Experience. Morgan Kaufmann, San Diego (2012)

    Google Scholar 

  2. Garrett, J.J.: The Elements of User Experience: User-Centered Design for the Web and Beyond, 2 edn. New Riders Publishing, Berkeley (2003)

    Google Scholar 

  3. Cisco: Internet of Everything (IoE). Cisco and/or its affiliates (2013)

    Google Scholar 

  4. Evans, D.: The Internet of Everything: How More Relevant and Valuable Connections Will Change the World. 2012 Cisco and/or its affiliates, pp. 1–8 (2012)

    Google Scholar 

  5. Nishikawa, H., Yamamoto, S., Tamai, M., Nishigaki, K., Kitani, T., Shibata, N., Yasumoto, K., Ito, M.: UbiREAL: realistic smartspace simulator for systematic testing. In: Dourish, P., Friday, A. (eds.) UbiComp 2006. LNCS, vol. 4206, pp. 459–476. Springer, Heidelberg (2006). doi:10.1007/11853565_27

    Chapter  Google Scholar 

  6. Elfaham, A., Hagras, H., Helal, S., Hossain, S., Lee, J.W., Cook, D.J.: A fuzzy based verification agent for persim - an ambient intelligent environment simulator. In: 2010 IEEE International Conference on Fuzzy Systems (FUZZ), pp. 1098–7584 (2010)

    Google Scholar 

  7. Helal, S., Lee, J.W., Hossain, S., Kim, E., Hagras, H., Cook, D.J.: Persim – simulator for human activities in pervasive spaces. In: Proceedings of the 7th International Conference on Intelligent Environments, pp. 192–199 (2011)

    Google Scholar 

  8. Cook, D.J., Schmitter-edgecombe, M., Crandall, A.S., Sanders, C., Thomas, B.L.: Collecting and disseminating smart home sensor data in the CASAS project. In: Proceedings of the CHI Workshop on Developing Shared Home Behavior Datasets to Advance HCI and Ubiquitous Computing Research, pp. 1–9 (2009)

    Google Scholar 

  9. Bouchard, K., Ajroud, A., Bouchard, B., Bouzouane, A.: SIMACT: a 3D open source smart home simulator for activity recognition with open database and visual editor. Intl. J. Hybrid Inf. Technol. 5(3), 13–32 (2012)

    Google Scholar 

  10. Buchmayr, M., Kurschl, W., Küng, J.: A simulator for generating and visualizing sensor data for ambient intelligence environments. Procedia Comput. Sci. 5, 90–97 (2011)

    Google Scholar 

  11. Kim, E., Helal, S., Lee, J., Hossain, S.: The making of a dataset for smart spaces. In: Yu, Z., Liscano, R., Chen, G., Zhang, D., Zhou, X. (eds.) UIC 2010. LNCS, vol. 6406, pp. 110–124. Springer, Heidelberg (2010). doi:10.1007/978-3-642-16355-5_11

    Chapter  Google Scholar 

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Correspondence to Ilju Ko .

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Bang, G., Ko, I. (2017). A User Empirical Context Model for a Smart Home Simulator. In: Park, J., Pan, Y., Yi, G., Loia, V. (eds) Advances in Computer Science and Ubiquitous Computing. UCAWSN CUTE CSA 2016 2016 2016. Lecture Notes in Electrical Engineering, vol 421. Springer, Singapore. https://doi.org/10.1007/978-981-10-3023-9_85

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  • DOI: https://doi.org/10.1007/978-981-10-3023-9_85

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-3022-2

  • Online ISBN: 978-981-10-3023-9

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