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Revisiting the JDL Data Fusion Model II (2004)
| Content Provider | CiteSeerX |
|---|---|
| Author | Llinas, James Bowman, Christopher Rogova, Galina Steinberg, Alan Waltz, Ed White, Frank |
| Description | This paper suggests refinements and extensions of the JDL Data Fusion Model, the standard process mode l used for a multiplicity of community purposes. However, this Model has not been reviewed in accordance with (a) the dynamics of world events and (b) the changes, discoveries, and new methods in both the data fusion research and development community and related IT technologies. This paper suggests ways to revise and extend this important model. Proposals are made regarding (a) improvements in the understanding of internal processing within a fusion node and (b) extending the model to include (1) remarks on issues related to quality control, reliability, and consistency in DF processing, (2) assertions about the need for co-processing of abductive/ inductive and deductive inferencing processes, (3) remarks about the need for and exploitation of an onto logicallybased approach to DF process design, and ( 4) extensions to account for the case of Distributed Data Fusion (DDF). |
| File Format | |
| Language | English |
| Publisher Date | 2004-01-01 |
| Publisher Institution | In P. Svensson and J. Schubert (Eds.), Proceedings of the Seventh International Conference on Information Fusion (FUSION 2004 |
| Access Restriction | Open |
| Subject Keyword | Jdl Data Fusion Model Ii Abductive Inductive Standard Process Mode Internal Processing Community Purpose Data Fusion Research Distributed Data Fusion Important Model Development Community Df Process Design Df Processing World Event Fusion Node New Method Deductive Inferencing Process Quality Control Jdl Data Fusion Model |
| Content Type | Text |
| Resource Type | Article |
