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Review on Context Classification in Robotics

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Rough Sets and Intelligent Systems Paradigms

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8537))

Abstract

In this paper a review on context and environment classification is presented with focus on autonomous service robots. A comprehensive research was made in order to classify the most relevant techniques, models and frameworks in use today, as well as to present possible future applications for these previous works. Most of the work done in this area has been focused in a general classification. In this sense a new possible application scenario is described and the corresponding supporting architecture.

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References

  1. Dey, A.K., Abowd, G.D.: Towards a Better Understanding of Context and Context-Awareness. Handheld Ubiquitous Comput. 304–307 (1999)

    Google Scholar 

  2. Schilit, B.N., Theimer, M.M.: Disseminating active map information to mobile hosts. Network, Dept. of Comput. Sci., Columbia Univ., New York, NY, U, vol. 8, pp. 22–32. IEEE (1994)

    Google Scholar 

  3. Chen, H.: An intelligent broker architecture for pervasive context-aware systems (2004)

    Google Scholar 

  4. Chen, H., Finin, T., Joshi, A.: An Ontology for Context-Aware Pervasive Computing Environments. Knowl. Eng. Rev. 18, 197–207 (2003)

    Article  Google Scholar 

  5. Baldauf, M., Dustdar, S., Rosenberg, F.: A survey on context-aware systems. J. Int. J. Ad Hoc Ubiquitous Comput. 2, 263–277 (2007)

    Article  Google Scholar 

  6. Barron, P., Biegel, G., Cahill, V., Casimiro, A., Clarke, S., Cunningham, R., Fitzpatrick, A., Gaertner, G., Hughes, B.: Preliminary Definition of CORTEX Programming Model (2003)

    Google Scholar 

  7. Bettini, C., Brdiczka, O., Henricksen, K., Indulska, J., Nicklas, D., Ranganathan, A., Riboni, D.: A survey of context modelling and reasoning techniques. Pervasive Mob. Comput. 6, 161–180 (2010)

    Article  Google Scholar 

  8. Indulska, J., Robinson, R.: Experiences in using cc/pp in context-aware systems. Mob. Data Manag. 2574, 247–261 (2003)

    Article  Google Scholar 

  9. Sheng, Q.Z., Benatallah, B.: ContextUML: a UML-based modeling language for model-driven development of context-aware web services. Mob. Bus., 206–212 (2005)

    Google Scholar 

  10. Strang, T., Linnhoff-Popien, C.: A context modeling survey. UbiComp 1st Int. Work. Adv. Context Model. Reason. Manag., 31–41 (2004)

    Google Scholar 

  11. Straccia, U.: Reasoning within fuzzy description logics. J. Artif. Intell. Res. 14, 137–166 (2011)

    Article  MathSciNet  Google Scholar 

  12. Horrocks, I., Patel-Schneider, P.F., van Harmelen, F.: From SHIQ and RDF to OWL: the making of a Web Ontology Language. Web Semant. Sci. Serv. Agents World Wide Web. 1, 7–26 (2003)

    Article  Google Scholar 

  13. Fahy, P., Clarke, S.: CASS–a middleware for mobile context-aware applications. Work. Context Awareness, MobiSys (2004)

    Google Scholar 

  14. Hofer, T., Schwinger, W.: Context-awareness on mobile devices-the hydrogen approach. Syst. Sci. 43 (2003)

    Google Scholar 

  15. Ranganathan, A., Campbell, R.H., Muhtadi, A.: Reasoning about Uncertain Contexts in Pervasive Computing Environments. IEEE Pervasive Comput. 3, 62–70 (2004)

    Article  Google Scholar 

  16. Bolchini, C., Curino, C.A., Quintarelli, E., Schreiber, F.A., Tanca, L., Politecnico, I., Leonardo, P.: A Data-oriented Survey of Context Models. SIGMOD Rec. 36, 19–26 (2007)

    Article  Google Scholar 

  17. Gu, T., Pung, H.K., Zhang, D.Q.: A middleware for building context-aware mobile services. In: Proc. IEEE Veh. Technol. Conf., vol. 5, pp. 2656–2660 (2004)

    Google Scholar 

  18. Strimpakou, M.A., Roussaki, I.G., Anagnostou, M.E.: A context ontology for pervasive service provision. Adv. Inf. Netw. Appl. 2 (2006)

    Google Scholar 

  19. Zlatev, J.: The Epigenesis of Meaning in Human Beings, and Possibly in Robots. Minds Mach. 11, 155–195 (2001)

    Article  Google Scholar 

  20. Kim, H., Kim, M., Lee, K., Suh, Y., Cho, J., Cho, Y.: Context-Aware Server Framework for Network-based Service Robots. In: 2006 SICE-ICASE Int. Jt. Conf., pp. 2084–2089 (2006)

    Google Scholar 

  21. Ha, Y.-G., Sohn, J.-C., Cho, Y.-J., Yoon, H.: Towards Ubiquitous Robotic Companion: Design and Implementation of Ubiquitous Robotic Service Framework. ETRI J 27, 666–676 (2005)

    Article  Google Scholar 

  22. Wibisono, W., Zaslavsky, A., Ling, S.: Improving situation awareness for intelligent on-board vehicle management system using context middleware. In: IEEE Intell. Veh. Symp., pp. 1109–1114 (2009)

    Google Scholar 

  23. Wang, E., Kim, Y.S., Kim, H.S., Son, J.H., Lee, S.H., Suh, I.H.: Ontology Modeling and Storage System for Robot Context Understanding. In: Khosla, R., Howlett, R.J., Jain, L.C. (eds.) KES 2005. LNCS (LNAI), vol. 3683, pp. 922–929. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  24. Varvadoukas, T., Giannakidou, E., Gomez, J.V., Mavridis, N.: Indoor Furniture and Room Recognition for a Robot Using Internet-Derived Models and Object Context. Front. Inf. Technol. 122–128 (2012)

    Google Scholar 

  25. Yi, C., Suh, I.H., Lim, G.H., Choi, B.-U.: Bayesian robot localization using spatial object contexts. In: 2009 IEEE/RSJ Int. Conf. Intell. Robot. Syst., pp. 3467–3473 (2009)

    Google Scholar 

  26. Schlenoff, C., Messina, E.: A robot ontology for urban search and rescue. In: Proc. 2005 ACM Work. Res. Knowl. Represent. Auton. Syst. - KRAS 2005, pp. 27–34 (2005)

    Google Scholar 

  27. Provine, R., Uschold, M., Smith, S., Stephen, B., Schlenoff, C.: Observations on the use of ontologies for autonomous vehicle navigation planning. Rob. Auton. Syst. (2004)

    Google Scholar 

  28. Mastrogiovanni, F., Sgorbissa, A., Zaccaria, R.: Context assessment strategies for Ubiquitous Robots. In: 2009 IEEE Int. Conf. Robot., pp. 2717–2722 (2009)

    Google Scholar 

  29. Choi, J., Park, Y., Lim, G., Lee, S.: Ontology-Based Semantic Context Modeling for Object Recognition of Intelligent Mobile Robots. Recent Prog. Robot. Viable Robot. Serv. to Hum. 370, 399–408 (2008)

    Article  Google Scholar 

  30. Nienhiiser, D., Gumpp, T., Zollner, J.M.: A Situation Context Aware Dempster-Shafer Fusion of Digital Maps and a Road Sign Recognition System. In: 2009 IEEE Intell. Veh. Symp., pp. 1401–1406 (2009)

    Google Scholar 

  31. Trovato, G., Zecca, M., Kishi, T., Endo, N., Hashimoto, K., Takanishi, A.: Generation of Humanoid Robot’s Facial Expressions for Context-Aware Communication. Int. J. Humanoid Robot. 10, 23 (2013)

    Article  Google Scholar 

  32. Mou, W., Chang, M., Liao, C.: Context-aware assisted interactive robotic walker for Parkinson’s disease patients. Intell. Robot. Syst. 329 – 334 (2012)

    Google Scholar 

  33. Pawlak, Z., Skowron, A.: Rudiments of rough sets. Inf. Sci (Ny) 177, 3–27 (2007)

    Article  MathSciNet  Google Scholar 

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© 2014 Springer International Publishing Switzerland

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Miranda, F., Cabral Ferreira, T., Pimentão, J.P., Sousa, P. (2014). Review on Context Classification in Robotics. In: Kryszkiewicz, M., Cornelis, C., Ciucci, D., Medina-Moreno, J., Motoda, H., Raś, Z.W. (eds) Rough Sets and Intelligent Systems Paradigms. Lecture Notes in Computer Science(), vol 8537. Springer, Cham. https://doi.org/10.1007/978-3-319-08729-0_26

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  • DOI: https://doi.org/10.1007/978-3-319-08729-0_26

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-08728-3

  • Online ISBN: 978-3-319-08729-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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