Building Principles for a Quality of Information Specification for Sensor Information [Conference Paper]

NESL Technical Report #: 2009-5-4


Abstract: In the highly heterogeneous environments of coalition operations, sharing of sensor-originated information with desired quality characteristics is key to the effective execution of coalition tasks. A characterization of the quality of information (QoI) is useful in many contexts, and can be invaluable in making decisions such as trusting, managing, and using information in particular applications. However, the manner of representing the QoI is highly application-dependent that leads to the divergence in how QoI is characterized and expressed hampering the effective and streamlined execution of coalition tasks. An application-agnostic QoI specification can provide consistency in the representation of information and its quality, and enable QoI-aware determinations across many different applications. In this paper, an application-agnostic QoI model which can be readily customized to the needs of specific applications is presented. Object-oriented modelling principles to attain a QoI model are leveraged that can be used in many different contexts.

Publication Forum: Proceedings of the 12th International Conference on Information Fusion (Fusion '09)

Date: 2009-07-10

Place: Seattle, Washington, USA

Public Document?: Yes

NESL Document?: Yes

Document category: Conference Paper