An approach to dealing with uncertainty in context-aware pervasive systems

AK Clear, S Dobson, P Nixon

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    Pervasive computing introduces complex systems consisting of many users, sensors, and applications that should react to context data, provide services, and manipulate devices in a predictable and reliable manner. Context data sensed from the environment is largely uncertain due to lack of precision and imperfect or faulty sensors. Uncertainty is generally dealt with at the level of individual context data. Due to the difficulties associated with catering for data of such fine granularity in applications, the environment can be divided into larger chunks of context called situations. Situations, comprising of finer-grained events in the form of context data, warrant a different approach to dealing with uncertainty. Furthermore, we demonstrate that the uncertainty threshold of an event that triggers a behaviour is determined by the severity of the behaviour, making this task non-trivial. In this paper we detail an approach to dealing with uncertainty at the level of situations that takes into account the severity of the behaviour that it is triggering.
    LanguageEnglish
    Title of host publicationUnknown Host Publication
    Pages1-6
    Number of pages6
    Publication statusPublished - 2007
    EventIEEE SMC UK&RI 6th Conference on Cybernetic Systems - University College Dublin
    Duration: 1 Jan 2007 → …

    Conference

    ConferenceIEEE SMC UK&RI 6th Conference on Cybernetic Systems
    Period1/01/07 → …

    Fingerprint

    sensor
    services

    Keywords

    • n/a

    Cite this

    Clear, AK., Dobson, S., & Nixon, P. (2007). An approach to dealing with uncertainty in context-aware pervasive systems. In Unknown Host Publication (pp. 1-6)
    Clear, AK ; Dobson, S ; Nixon, P. / An approach to dealing with uncertainty in context-aware pervasive systems. Unknown Host Publication. 2007. pp. 1-6
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    Clear, AK, Dobson, S & Nixon, P 2007, An approach to dealing with uncertainty in context-aware pervasive systems. in Unknown Host Publication. pp. 1-6, IEEE SMC UK&RI 6th Conference on Cybernetic Systems, 1/01/07.

    An approach to dealing with uncertainty in context-aware pervasive systems. / Clear, AK; Dobson, S; Nixon, P.

    Unknown Host Publication. 2007. p. 1-6.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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    AU - Dobson, S

    AU - Nixon, P

    PY - 2007

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    AB - Pervasive computing introduces complex systems consisting of many users, sensors, and applications that should react to context data, provide services, and manipulate devices in a predictable and reliable manner. Context data sensed from the environment is largely uncertain due to lack of precision and imperfect or faulty sensors. Uncertainty is generally dealt with at the level of individual context data. Due to the difficulties associated with catering for data of such fine granularity in applications, the environment can be divided into larger chunks of context called situations. Situations, comprising of finer-grained events in the form of context data, warrant a different approach to dealing with uncertainty. Furthermore, we demonstrate that the uncertainty threshold of an event that triggers a behaviour is determined by the severity of the behaviour, making this task non-trivial. In this paper we detail an approach to dealing with uncertainty at the level of situations that takes into account the severity of the behaviour that it is triggering.

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    Clear AK, Dobson S, Nixon P. An approach to dealing with uncertainty in context-aware pervasive systems. In Unknown Host Publication. 2007. p. 1-6