Title

Adaptive Management of Multigranular Spatio-Temporal Object Attributes

Authoritative Citation

SSTD '09 Proceedings of the 11th International Symposium on Advances in Spatial and Temporal Databases

Abstract

In applications involving spatio-temporal modelling, granularities of data may have to adapt according to the evolving semantics and significance of data. In this paper we define ST 2_ODMGe, a multigranular spatio-temporal model supporting evolutions , which encompass the dynamic adaptation of attribute granularities, and the deletion of attribute values. Evolutions are specified as Event - Condition - Action rules and are executed at run-time. The event, the condition, and the action may refer to a period of time and a geographical area. The evolution may also be constrained by the attribute values. The ability of dynamically evolving the object attributes results in a more flexible management of multigranular spatio-temporal data but it requires revisiting the notion of object consistency with respect to class definitions and access to multigranular object values. Both issues are formally investigated in the paper.

Keywords

spatio-temporal modeling, granularities of data, attribute valuesm, multigranular object values

Date of this Version

2009