Revisiting the JDL data fusion model II

James Llinas; Christopher Bowman; Galina Rogova; Alan Steinberg; Ed Waltz; Frank White

Revisiting the JDL data fusion model II

James Llinas
, Christopher Bowman
, Galina Rogova
, Alan Steinberg
, Ed Waltz
, Frank White

Department of Industrial and Systems Engineering

Data Fusion and Neural Networks (DFandNN), LLC
Utah State University
General Dynamics
Space and Naval Warfare Systems Center

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

328 Scopus citations

Abstract

This paper suggests refinements and extensions of the JDL Data Fusion Model, the standard process model 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 logically-based approach to DF process design, and (4) extensions to account for the case of Distributed Data Fusion (DDF).

Original language	English
Title of host publication	Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004
Editors	P. Svensson, J. Schubert
Pages	1218-1230
Number of pages	13
State	Published - 2004
Event	Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004 - Stockholm, Sweden Duration: Jun 28 2004 → Jul 1 2004

Publication series

Name	Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004
Volume	2

Conference

Conference	Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004
Country/Territory	Sweden
City	Stockholm
Period	06/28/04 → 07/1/04

Keywords

Data Fusion
Fusion models
Information fusion
JDL Model

Cite this

@inproceedings{a98e902637784896890e841147096dd4,

title = "Revisiting the JDL data fusion model II",

abstract = "This paper suggests refinements and extensions of the JDL Data Fusion Model, the standard process model 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 logically-based approach to DF process design, and (4) extensions to account for the case of Distributed Data Fusion (DDF).",

keywords = "Data Fusion, Fusion models, Information fusion, JDL Model",

author = "James Llinas and Christopher Bowman and Galina Rogova and Alan Steinberg and Ed Waltz and Frank White",

year = "2004",

language = "English",

isbn = "917056115X",

series = "Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004",

pages = "1218--1230",

editor = "P. Svensson and J. Schubert",

booktitle = "Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004",

note = "Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004 ; Conference date: 28-06-2004 Through 01-07-2004",

}

Llinas, J, Bowman, C, Rogova, G, Steinberg, A, Waltz, E & White, F 2004, Revisiting the JDL data fusion model II. in P Svensson & J Schubert (eds), Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004. Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004, vol. 2, pp. 1218-1230, Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004, Stockholm, Sweden, 06/28/04.

Revisiting the JDL data fusion model II. / Llinas, James; Bowman, Christopher; Rogova, Galina et al.
Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004. ed. / P. Svensson; J. Schubert. 2004. p. 1218-1230 (Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Revisiting the JDL data fusion model II

AU - Llinas, James

AU - Bowman, Christopher

AU - Rogova, Galina

AU - Steinberg, Alan

AU - Waltz, Ed

AU - White, Frank

PY - 2004

Y1 - 2004

N2 - This paper suggests refinements and extensions of the JDL Data Fusion Model, the standard process model 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 logically-based approach to DF process design, and (4) extensions to account for the case of Distributed Data Fusion (DDF).

AB - This paper suggests refinements and extensions of the JDL Data Fusion Model, the standard process model 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 logically-based approach to DF process design, and (4) extensions to account for the case of Distributed Data Fusion (DDF).

KW - Data Fusion

KW - Fusion models

KW - Information fusion

KW - JDL Model

UR - https://www.scopus.com/pages/publications/6344261754

M3 - Conference contribution

AN - SCOPUS:6344261754

SN - 917056115X

T3 - Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004

SP - 1218

EP - 1230

BT - Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004

A2 - Svensson, P.

A2 - Schubert, J.

T2 - Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004

Y2 - 28 June 2004 through 1 July 2004

ER -

Revisiting the JDL data fusion model II

Abstract

Publication series

Conference

Keywords

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Cite this