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 M. Hall

doi:10.1109/MFI.2015.7295811

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 M. Hall

Educational Psychology, Counseling, and Special Education

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

9 Scopus citations

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 5^th-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 language	English (US)
Title of host publication	2015 IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	214-219
Number of pages	6
ISBN (Electronic)	9781479977727
DOIs	https://doi.org/10.1109/MFI.2015.7295811
State	Published - Oct 9 2015
Event	IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015 - San Diego, United States Duration: Sep 14 2015 → Sep 16 2015

Publication series

Name	IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems
Volume	2015-October

Other

Other	IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015
Country/Territory	United States
City	San Diego
Period	9/14/15 → 9/16/15

All Science Journal Classification (ASJC) codes

Control and Systems Engineering
Software
Computer Science Applications

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10.1109/MFI.2015.7295811

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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). Article 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 M. / 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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title = "New perspectives on level-5 information fusion: The impact of advances in information technology and user behavior",

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.",

author = "Hall, {David L.} and McMullen, {Sonya A.H.} and Hall, {Cristin M.}",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE International Conference on Multisensor Fusion and lntegration for Intelligent Systems, MFI 2015 ; Conference date: 14-09-2015 Through 16-09-2015",

year = "2015",

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doi = "10.1109/MFI.2015.7295811",

language = "English (US)",

series = "IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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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 M.
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 proceeding › Conference contribution

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AB - 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.

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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). doi: 10.1109/MFI.2015.7295811

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

Abstract

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