Strategies and techniques for use and exploitation of Contextual Information in high-level fusion architectures

J. Gómez-Romero; J. García; M. Kandefer; J. Llinas; J. M. Molina; M. A. Patricio; M. Prentice; S. C. Shapiro

doi:10.1109/icif.2010.5711859

Strategies and techniques for use and exploitation of Contextual Information in high-level fusion architectures

J. Gómez-Romero
, J. García
, M. Kandefer
, J. Llinas
, J. M. Molina
, M. A. Patricio
, M. Prentice
, S. C. Shapiro

University at Buffalo

Universidad Carlos III de Madrid
SUNY Buffalo

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

28 Scopus citations

Abstract

Contextual Information is proving to be not only an additional exploitable information source for improving entity and situational estimates in certain Information Fusion systems, but can also be the entire focus of estimation for such systems as those directed to Ambient Intelligence (AI) and Context-Aware(CA) applications. This paper will discuss the role(s) of Contextual Information (CI) in a wide variety of IF applications to include AI, CA, Defense, and Cybersecurity among possible others, the issues involved in designing strategies and techniques for CI use and exploitation, provide some exemplars of evolving CI use/exploitation designs on our current projects, and describe some general frameworks that are evolving in various application domains where CI is proving critical.

Original language	English
Title of host publication	13th Conference on Information Fusion, Fusion 2010
Publisher	IEEE Computer Society
ISBN (Print)	9780982443811
DOIs	https://doi.org/10.1109/icif.2010.5711859
State	Published - 2010

Publication series

Name	13th Conference on Information Fusion, Fusion 2010

Keywords

Context
High-level fusion
Ontologies

Access to Document

10.1109/icif.2010.5711859

Cite this

Gómez-Romero, J., García, J., Kandefer, M., Llinas, J., Molina, J. M., Patricio, M. A., Prentice, M., & Shapiro, S. C. (2010). Strategies and techniques for use and exploitation of Contextual Information in high-level fusion architectures. In 13th Conference on Information Fusion, Fusion 2010 Article 5711859 (13th Conference on Information Fusion, Fusion 2010). IEEE Computer Society. https://doi.org/10.1109/icif.2010.5711859

@inproceedings{d5a66a9418b64d56a537b5b6b5ab4927,

title = "Strategies and techniques for use and exploitation of Contextual Information in high-level fusion architectures",

abstract = "Contextual Information is proving to be not only an additional exploitable information source for improving entity and situational estimates in certain Information Fusion systems, but can also be the entire focus of estimation for such systems as those directed to Ambient Intelligence (AI) and Context-Aware(CA) applications. This paper will discuss the role(s) of Contextual Information (CI) in a wide variety of IF applications to include AI, CA, Defense, and Cybersecurity among possible others, the issues involved in designing strategies and techniques for CI use and exploitation, provide some exemplars of evolving CI use/exploitation designs on our current projects, and describe some general frameworks that are evolving in various application domains where CI is proving critical.",

keywords = "Context, High-level fusion, Ontologies",

author = "J. G{\'o}mez-Romero and J. Garc{\'i}a and M. Kandefer and J. Llinas and Molina, \{J. M.\} and Patricio, \{M. A.\} and M. Prentice and Shapiro, \{S. C.\}",

year = "2010",

doi = "10.1109/icif.2010.5711859",

language = "English",

isbn = "9780982443811",

series = "13th Conference on Information Fusion, Fusion 2010",

publisher = "IEEE Computer Society",

booktitle = "13th Conference on Information Fusion, Fusion 2010",

address = "United States",

}

Gómez-Romero, J, García, J, Kandefer, M, Llinas, J, Molina, JM, Patricio, MA, Prentice, M & Shapiro, SC 2010, Strategies and techniques for use and exploitation of Contextual Information in high-level fusion architectures. in 13th Conference on Information Fusion, Fusion 2010., 5711859, 13th Conference on Information Fusion, Fusion 2010, IEEE Computer Society. https://doi.org/10.1109/icif.2010.5711859

Strategies and techniques for use and exploitation of Contextual Information in high-level fusion architectures. / Gómez-Romero, J.; García, J.; Kandefer, M. et al.
13th Conference on Information Fusion, Fusion 2010. IEEE Computer Society, 2010. 5711859 (13th Conference on Information Fusion, Fusion 2010).

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

TY - GEN

T1 - Strategies and techniques for use and exploitation of Contextual Information in high-level fusion architectures

AU - Gómez-Romero, J.

AU - García, J.

AU - Kandefer, M.

AU - Llinas, J.

AU - Molina, J. M.

AU - Patricio, M. A.

AU - Prentice, M.

AU - Shapiro, S. C.

PY - 2010

Y1 - 2010

N2 - Contextual Information is proving to be not only an additional exploitable information source for improving entity and situational estimates in certain Information Fusion systems, but can also be the entire focus of estimation for such systems as those directed to Ambient Intelligence (AI) and Context-Aware(CA) applications. This paper will discuss the role(s) of Contextual Information (CI) in a wide variety of IF applications to include AI, CA, Defense, and Cybersecurity among possible others, the issues involved in designing strategies and techniques for CI use and exploitation, provide some exemplars of evolving CI use/exploitation designs on our current projects, and describe some general frameworks that are evolving in various application domains where CI is proving critical.

AB - Contextual Information is proving to be not only an additional exploitable information source for improving entity and situational estimates in certain Information Fusion systems, but can also be the entire focus of estimation for such systems as those directed to Ambient Intelligence (AI) and Context-Aware(CA) applications. This paper will discuss the role(s) of Contextual Information (CI) in a wide variety of IF applications to include AI, CA, Defense, and Cybersecurity among possible others, the issues involved in designing strategies and techniques for CI use and exploitation, provide some exemplars of evolving CI use/exploitation designs on our current projects, and describe some general frameworks that are evolving in various application domains where CI is proving critical.

KW - Context

KW - High-level fusion

KW - Ontologies

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DO - 10.1109/icif.2010.5711859

M3 - Conference contribution

SN - 9780982443811

T3 - 13th Conference on Information Fusion, Fusion 2010

BT - 13th Conference on Information Fusion, Fusion 2010

PB - IEEE Computer Society

ER -

Gómez-Romero J, García J, Kandefer M, Llinas J, Molina JM, Patricio MA et al. Strategies and techniques for use and exploitation of Contextual Information in high-level fusion architectures. In 13th Conference on Information Fusion, Fusion 2010. IEEE Computer Society. 2010. 5711859. (13th Conference on Information Fusion, Fusion 2010). doi: 10.1109/icif.2010.5711859

Strategies and techniques for use and exploitation of Contextual Information in high-level fusion architectures

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Keywords

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