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Social Networks Gamification for Sustainability Recommendation Systems

  • Fábio SilvaEmail author
  • Cesar Analide
  • Luís Rosa
  • Gilberto Felgueiras
  • Cedric Pimenta
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 217)

Abstract

Intelligent environments and ambient intelligence provide means to monitor physical environments and to learn from users, generating data that can be used to promote sustainability. With communities of intelligent environments, it is possible to obtain information about environment and user behaviors which can be computed and ranked. Such rankings are bound to be dynamic as users and environments exchange interactions on a daily basis. This work aims to use knowledge from communities of intelligent environments to their own benefit. The approach presented in this work uses information from each environment, ranking them according to their sustainability assessment. Recommendations are then computed using similarity and clustering functions ranking users and environments, updating their previous records and launching new recommendations in the process.

Keywords

Sustainability Ambient Intelligence Reasoning Gamification Social Networks 

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References

  1. 1.
    Bartlett, D., Kane, A.: Going Green: The Psychology of Sustainability in the Workplace Green buildings: Understanding the role of end user behaviour (February 2011)Google Scholar
  2. 2.
    Gifford, R.: Environmental psychology and sustainable development: Expansion, maturation, and challenges. Journal of Social Issues 63(1), 199–213 (2007)CrossRefGoogle Scholar
  3. 3.
    Sloman, S.A.: The empirical case for two systems of reasoning. Psychological Bulletin 119(1), 3–22 (1996)CrossRefGoogle Scholar
  4. 4.
    Manning, C.: The Psychology of Sustainable Behavior (January 2009)Google Scholar
  5. 5.
    Gupta, P.K., Singh, G.: Energy-Sustainable Framework and Performance Analysis of Power Scheme for Operating Systems: A Tool. International Journal of Intelligent Systems 5 (2013)Google Scholar
  6. 6.
    Simões, J., Redondo, R.D., Vilas, A.F.: A social gamification framework for a K-6 learning platform. Computers in Human Behavior (2012)Google Scholar
  7. 7.
    Vara, D., Macias, E., Gracia, S., Torrents, A., Lee, S.: Meeco: Gamifying ecology through a social networking platform. In: 2011 IEEE International Conference on Multimedia and Expo (ICME), pp. 1–6 (2011)Google Scholar
  8. 8.
    Herzig, P., Ameling, M., Schill, A.: A Generic Platform for Enterprise Gamification. In: 2012 Joint Working IEEE/IFIP Conference on Software Architecture (WICSA) and European Conference on Software Architecture (ECSA), pp. 219–223 (2012)Google Scholar
  9. 9.
    Bakshy, E., Rosenn, I., Marlow, C., Adamic, L.: The role of social networks in information diffusion. In: Proceedings of the 21st International Conference on World Wide Web, pp. 519–528 (2012)Google Scholar
  10. 10.
    Goyal, A., Bonchi, F., Lakshmanan, L.V.S.: Learning influence probabilities in social networks. In: Proceedings of the Third ACM International Conference on Web Search and Data Mining, pp. 241–250 (2010)Google Scholar
  11. 11.
    Myers, S.A., Zhu, C., Leskovec, J.: Information diffusion and external influence in networks. In: Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 33–41 (2012)Google Scholar
  12. 12.
    Todorov, V., Marinova, D.: Modelling sustainability. Mathematics and Computers in Simulation 81(7), 1397–1408 (2011)CrossRefMathSciNetGoogle Scholar
  13. 13.
    Silva, F., Cuevas, D., Analide, C., Neves, J., Marques, J.: Sensorization and Intelligent Systems in Energetic Sustainable Environments. In: Fortino, G., Badica, C., Malgeri, M., Unland, R. (eds.) Intelligent Distributed Computing VI. SCI, vol. 446, pp. 199–204. Springer, Heidelberg (2012)CrossRefGoogle Scholar
  14. 14.
    Afgan, N.H., Carvalho, M.G., Hovanov, N.V.: Energy system assessment with sustainability indicators. Energy Policy 28(9), 603–612 (2000)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2013

Authors and Affiliations

  • Fábio Silva
    • 1
    Email author
  • Cesar Analide
    • 1
  • Luís Rosa
    • 1
  • Gilberto Felgueiras
    • 1
  • Cedric Pimenta
    • 1
  1. 1.Department of InformaticsUniversity of MinhoBragaPortugal

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