New perspectives on level-5 information fusion: The impact of advances in information technology and user behavior

David L. Hall, Sonya A.H. McMullen, Cristin Marie Hall

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

8 Citations (Scopus)

Abstract

The Joint Directors of Laboratories (JDL) data fusion process model, originally introduced in 1991, defined four levels of information fusion functions to transform sensor data into usable information for analysts. In 2000, M. J. Hall, S.A. Hall and T. Tate [1] introduced the concept of a 5th-level of fusion processing to recognize the need for providing an intelligent interaction with system users. Since that time, significant advances have been made in information technology, behavioral changes in users, and new concepts in the role of the human in information fusion systems. This paper presents a review of these changes and perspectives on the evolution of the JDL level-5 process.

Original languageEnglish (US)
Title of host publication2015 IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages214-219
Number of pages6
ISBN (Electronic)9781479977727
DOIs
StatePublished - Oct 9 2015
EventIEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015 - San Diego, United States
Duration: Sep 14 2015Sep 16 2015

Publication series

NameIEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems
Volume2015-October

Other

OtherIEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015
CountryUnited States
CitySan Diego
Period9/14/159/16/15

Fingerprint

Information fusion
Information technology
Data fusion
Sensors
Processing

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Software
  • Computer Science Applications

Cite this

Hall, D. L., McMullen, S. A. H., & Hall, C. M. (2015). New perspectives on level-5 information fusion: The impact of advances in information technology and user behavior. In 2015 IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015 (pp. 214-219). [7295811] (IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems; Vol. 2015-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MFI.2015.7295811
Hall, David L. ; McMullen, Sonya A.H. ; Hall, Cristin Marie. / New perspectives on level-5 information fusion : The impact of advances in information technology and user behavior. 2015 IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 214-219 (IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems).
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Hall, DL, McMullen, SAH & Hall, CM 2015, New perspectives on level-5 information fusion: The impact of advances in information technology and user behavior. in 2015 IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015., 7295811, IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, vol. 2015-October, Institute of Electrical and Electronics Engineers Inc., pp. 214-219, IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015, San Diego, United States, 9/14/15. https://doi.org/10.1109/MFI.2015.7295811

New perspectives on level-5 information fusion : The impact of advances in information technology and user behavior. / Hall, David L.; McMullen, Sonya A.H.; Hall, Cristin Marie.

2015 IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 214-219 7295811 (IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems; Vol. 2015-October).

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

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Hall DL, McMullen SAH, Hall CM. New perspectives on level-5 information fusion: The impact of advances in information technology and user behavior. In 2015 IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 214-219. 7295811. (IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems). https://doi.org/10.1109/MFI.2015.7295811