Addressing the Challenges of Semantic Citizen-Sensing

David Corsar, Pete Edwards, Nagendra Rao Velaga, John Donald Nelson, Jeff Z Pan

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

6 Citations (Scopus)
3 Downloads (Pure)

Abstract

The challenges of the sensor web have been well documented, and the use of appropriate semantic web technologies promises to offer potential solutions to some of these challenges (for example, how to represent sensor data, integrate it with other data sets, publish it, and reason with the data streams). To date a large amount of work in this area has focused on sensor networks based on “traditional” hardware sensors. In recent years, citizen sensing has became a relatively well-established approach for incorporating humans as sensors within a system. Often facilitated via some mobile platform, citizen sensing may incorporate observational data generated by hardware (e.g. a GPS device) or directly by the human observer. Such human observations can easily be imperfect (e.g. erroneous or fake), and sensor properties that would typically be used to detect and reason about such data, such as measurements of accuracy and sampling rate do not exist. In this paper we discuss our work as part of the Informed Rural Passenger project, in which the passengers themselves are our main source for transport related sensing (such as vehicle occupancy levels, available facilities). We discuss the challenges of incorporating and using such observational data in a real world system, and describe how we are using semantic web technologies, combined with models of provenance to address them.
Original languageEnglish
Title of host publicationProceedings of the 4th International Workshop on Semantic Sensor Networks
Subtitle of host publicationSSN 2011
PublisherCEUR-WS
Pages90-95
Number of pages6
Publication statusPublished - 23 Oct 2011
Event4th International Workshop on Semantic Sensor Networks 2011 (SSN11) - Bonn, Germany
Duration: 23 Oct 2011 → …

Conference

Conference4th International Workshop on Semantic Sensor Networks 2011 (SSN11)
CountryGermany
CityBonn
Period23/10/11 → …

Keywords

  • citizen-sensing
  • semantic web
  • provenance

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  • Cite this

    Corsar, D., Edwards, P., Velaga, N. R., Nelson, J. D., & Pan, J. Z. (2011). Addressing the Challenges of Semantic Citizen-Sensing. In Proceedings of the 4th International Workshop on Semantic Sensor Networks: SSN 2011 (pp. 90-95). CEUR-WS. http://research.ict.csiro.au/conferences/ssn/ssn11/semantic_sensor_networks_2011.pdf