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Answer Set Programming for Stream Reasoning

  • Thang M. Do
  • Seng W. Loke
  • Fei Liu
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6657)

Abstract

This paper explores Answer Set Programming (ASP) for stream reasoning with data retrieved continuously from sensors. We describe a proof-of-concept with an example of using declarative models to recognize car on-road situations.

Keywords

ASP stream reasoning semantic sensor based applications 

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References

  1. 1.
    Barbieri, D., Braga, D., Ceri, S., Della Valle, E., Grossniklaus, M.: Incremental reasoning on streams and rich background knowledge. In: Aroyo, L., Antoniou, G., Hyvönen, E., ten Teije, A., Stuckenschmidt, H., Cabral, L., Tudorache, T. (eds.) ESWC 2010. LNCS, vol. 6088, pp. 1–15. Springer, Heidelberg (2010)CrossRefGoogle Scholar
  2. 2.
    Barbieri, D., Braga, D., Ceri, S., Valle, E.D., Huang, Y., Tresp, V., Rettinger, A., Wermser, H.: Deductive and inductive stream reasoning for semantic social media analytics. IEEE Intelligent Systems 25(6), 32–41 (2010)CrossRefGoogle Scholar
  3. 3.
    Barbieri, D.F., Braga, D., Ceri, S., Valle, E.D., Grossniklaus, M.: C-sparql: Sparql for continuous querying. In: Proceedings of the 18th International Conference on World Wide Web, pp. 1061–1062. ACM, New York (2009)CrossRefGoogle Scholar
  4. 4.
    Buccafurri, F., Caminiti, G., Rosaci, D.: Perception-dependent reasoning and answer sets (2005), http://www.ing.unife.it/eventi/rcra05/articoli/BuccafurriEtAl.pdf
  5. 5.
    Della Valle, E., Ceri, S., Barbieri, D.F., Braga, D., Campi, A.: A first step towards stream reasoning. In: Domingue, J., Fensel, D., Traverso, P. (eds.) FIS 2008. LNCS, vol. 5468, pp. 72–81. Springer, Heidelberg (2009)CrossRefGoogle Scholar
  6. 6.
    Eiter, T., Ianni, G., Schindlauer, R., Tompits, H.: dlvhex: A prover for semantic-web reasoning under the answer-set semantics. In: IEEE / WIC / ACM International Conference on Web Intelligence, pp. 1073–1074 (2006)Google Scholar
  7. 7.
    Mileo, A., Merico, D., Pinardi, S., Bisiani, R.: A logical approach to home healthcare with intelligent sensor-network support. Comput. J. 53, 1257–1276 (2010)CrossRefGoogle Scholar
  8. 8.
    Della Valle, E., Ceri, S., van Harmelen, F., Fensel, D.: It’s a streaming world! reasoning upon rapidly changing information. IEEE Intelligent Systems 24(6), 83–89 (2009)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Thang M. Do
    • 1
  • Seng W. Loke
    • 1
  • Fei Liu
    • 1
  1. 1.Dept. of CSCELa Trobe UniversityAustralia

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