Understanding the Role of Context in the Interpretation of Complex Battlespace Intelligence

A key challenge presented by the increasing volume and complexity of information collectable from battlespace situations is the development of intelligent applications able to automatically analyze the information and identify critical enemy activities in a timely manner. What makes this information...

Full description

Saved in:
Bibliographic Details
Main Authors: Powell, G.M., Matheus, C.J., Kokar, M.M., Lorenz, D.
Format: Conference Proceeding
Language:English
Subjects:
Automated analysis
battlespace intelligence
Context awareness
context dependency
Government
Humans
Information analysis
Information systems
Intelligent sensors
Intelligent systems
METT-TC
multi-source fusion
Natural languages
Performance analysis
Sensor phenomena and characterization
Citations: Items that cite this one
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c137t-4be6fe3bf2cdd6f2500904eb14018ad4dd09f3897c4dc7b9fc65905ef9dabca53
cites
container_end_page 8
container_issue
container_start_page 1
container_title
container_volume
creator Powell, G.M.
Matheus, C.J.
Kokar, M.M.
Lorenz, D.
description A key challenge presented by the increasing volume and complexity of information collectable from battlespace situations is the development of intelligent applications able to automatically analyze the information and identify critical enemy activities in a timely manner. What makes this information fusion problem particularly difficult is the strong contextual dependency of the interpretation of complex battlespace information. This paper examines the dimensions of intelligence information, establishes a framework for exploring the effects of contextual information and provides an illustration of its use. The paper concludes with a discussion of the ramifications of context on the development of intelligent applications intended to aid in the interpretation of complex battlespace intelligence
doi_str_mv 10.1109/ICIF.2006.301719
format conference_proceeding
fullrecord <record><control><sourceid>ieee_6IE</sourceid><recordid>TN_cdi_ieee_primary_4086005</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>4086005</ieee_id><sourcerecordid>4086005</sourcerecordid><originalsourceid>FETCH-LOGICAL-c137t-4be6fe3bf2cdd6f2500904eb14018ad4dd09f3897c4dc7b9fc65905ef9dabca53</originalsourceid><addsrcrecordid>eNotjE1LxDAURSMiqGP3gpv-gdaX5qtZanHGwoAgzsrFkCYvY6STljaL8d87WO_mcg-HS8g9hZJS0I9t067LCkCWDKii-oJkWtWgVUVrzqW4JLeUV5yDFkxck2yev-EcpgWV9Q353EWH05xMdCEe8vSF-fvQYz74vBliwlPKQ_zD7XlN44TJpDDERTiOPZ7yZ5NSj_No7GL1fThgtHhHrrzpZ8z-e0V265eP5rXYvm3a5mlbWMpUKniH0iPrfGWdk74SABo4dpQDrY3jzoH2rNbKcmdVp72VQoNAr53prBFsRR6W34CI-3EKRzP97DnUEkCwX5HMVVU</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>Understanding the Role of Context in the Interpretation of Complex Battlespace Intelligence</title><source>IEEE Electronic Library (IEL) Conference Proceedings</source><creator>Powell, G.M. ; Matheus, C.J. ; Kokar, M.M. ; Lorenz, D.</creator><creatorcontrib>Powell, G.M. ; Matheus, C.J. ; Kokar, M.M. ; Lorenz, D.</creatorcontrib><description>A key challenge presented by the increasing volume and complexity of information collectable from battlespace situations is the development of intelligent applications able to automatically analyze the information and identify critical enemy activities in a timely manner. What makes this information fusion problem particularly difficult is the strong contextual dependency of the interpretation of complex battlespace information. This paper examines the dimensions of intelligence information, establishes a framework for exploring the effects of contextual information and provides an illustration of its use. The paper concludes with a discussion of the ramifications of context on the development of intelligent applications intended to aid in the interpretation of complex battlespace intelligence</description><identifier>ISBN: 1424409535</identifier><identifier>ISBN: 9781424409532</identifier><identifier>EISBN: 9780972184465</identifier><identifier>EISBN: 0972184465</identifier><identifier>DOI: 10.1109/ICIF.2006.301719</identifier><language>eng</language><publisher>IEEE</publisher><subject>Automated analysis ; battlespace intelligence ; Context awareness ; context dependency ; Government ; Humans ; Information analysis ; Information systems ; Intelligent sensors ; Intelligent systems ; METT-TC ; multi-source fusion ; Natural languages ; Performance analysis ; Sensor phenomena and characterization</subject><ispartof>2006 9th International Conference on Information Fusion, 2006, p.1-8</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c137t-4be6fe3bf2cdd6f2500904eb14018ad4dd09f3897c4dc7b9fc65905ef9dabca53</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/4086005$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2057,27924,54919</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/4086005$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Powell, G.M.</creatorcontrib><creatorcontrib>Matheus, C.J.</creatorcontrib><creatorcontrib>Kokar, M.M.</creatorcontrib><creatorcontrib>Lorenz, D.</creatorcontrib><title>Understanding the Role of Context in the Interpretation of Complex Battlespace Intelligence</title><title>2006 9th International Conference on Information Fusion</title><addtitle>ICIF</addtitle><description>A key challenge presented by the increasing volume and complexity of information collectable from battlespace situations is the development of intelligent applications able to automatically analyze the information and identify critical enemy activities in a timely manner. What makes this information fusion problem particularly difficult is the strong contextual dependency of the interpretation of complex battlespace information. This paper examines the dimensions of intelligence information, establishes a framework for exploring the effects of contextual information and provides an illustration of its use. The paper concludes with a discussion of the ramifications of context on the development of intelligent applications intended to aid in the interpretation of complex battlespace intelligence</description><subject>Automated analysis</subject><subject>battlespace intelligence</subject><subject>Context awareness</subject><subject>context dependency</subject><subject>Government</subject><subject>Humans</subject><subject>Information analysis</subject><subject>Information systems</subject><subject>Intelligent sensors</subject><subject>Intelligent systems</subject><subject>METT-TC</subject><subject>multi-source fusion</subject><subject>Natural languages</subject><subject>Performance analysis</subject><subject>Sensor phenomena and characterization</subject><isbn>1424409535</isbn><isbn>9781424409532</isbn><isbn>9780972184465</isbn><isbn>0972184465</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2006</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNotjE1LxDAURSMiqGP3gpv-gdaX5qtZanHGwoAgzsrFkCYvY6STljaL8d87WO_mcg-HS8g9hZJS0I9t067LCkCWDKii-oJkWtWgVUVrzqW4JLeUV5yDFkxck2yev-EcpgWV9Q353EWH05xMdCEe8vSF-fvQYz74vBliwlPKQ_zD7XlN44TJpDDERTiOPZ7yZ5NSj_No7GL1fThgtHhHrrzpZ8z-e0V265eP5rXYvm3a5mlbWMpUKniH0iPrfGWdk74SABo4dpQDrY3jzoH2rNbKcmdVp72VQoNAr53prBFsRR6W34CI-3EKRzP97DnUEkCwX5HMVVU</recordid><startdate>200607</startdate><enddate>200607</enddate><creator>Powell, G.M.</creator><creator>Matheus, C.J.</creator><creator>Kokar, M.M.</creator><creator>Lorenz, D.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>200607</creationdate><title>Understanding the Role of Context in the Interpretation of Complex Battlespace Intelligence</title><author>Powell, G.M. ; Matheus, C.J. ; Kokar, M.M. ; Lorenz, D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c137t-4be6fe3bf2cdd6f2500904eb14018ad4dd09f3897c4dc7b9fc65905ef9dabca53</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2006</creationdate><topic>Automated analysis</topic><topic>battlespace intelligence</topic><topic>Context awareness</topic><topic>context dependency</topic><topic>Government</topic><topic>Humans</topic><topic>Information analysis</topic><topic>Information systems</topic><topic>Intelligent sensors</topic><topic>Intelligent systems</topic><topic>METT-TC</topic><topic>multi-source fusion</topic><topic>Natural languages</topic><topic>Performance analysis</topic><topic>Sensor phenomena and characterization</topic><toplevel>online_resources</toplevel><creatorcontrib>Powell, G.M.</creatorcontrib><creatorcontrib>Matheus, C.J.</creatorcontrib><creatorcontrib>Kokar, M.M.</creatorcontrib><creatorcontrib>Lorenz, D.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Xplore</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Powell, G.M.</au><au>Matheus, C.J.</au><au>Kokar, M.M.</au><au>Lorenz, D.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Understanding the Role of Context in the Interpretation of Complex Battlespace Intelligence</atitle><btitle>2006 9th International Conference on Information Fusion</btitle><stitle>ICIF</stitle><date>2006-07</date><risdate>2006</risdate><spage>1</spage><epage>8</epage><pages>1-8</pages><isbn>1424409535</isbn><isbn>9781424409532</isbn><eisbn>9780972184465</eisbn><eisbn>0972184465</eisbn><abstract>A key challenge presented by the increasing volume and complexity of information collectable from battlespace situations is the development of intelligent applications able to automatically analyze the information and identify critical enemy activities in a timely manner. What makes this information fusion problem particularly difficult is the strong contextual dependency of the interpretation of complex battlespace information. This paper examines the dimensions of intelligence information, establishes a framework for exploring the effects of contextual information and provides an illustration of its use. The paper concludes with a discussion of the ramifications of context on the development of intelligent applications intended to aid in the interpretation of complex battlespace intelligence</abstract><pub>IEEE</pub><doi>10.1109/ICIF.2006.301719</doi><tpages>8</tpages></addata></record>
fulltext fulltext_linktorsrc
identifier ISBN: 1424409535
ispartof 2006 9th International Conference on Information Fusion, 2006, p.1-8
issn
language eng
recordid cdi_ieee_primary_4086005
source IEEE Electronic Library (IEL) Conference Proceedings
subjects Automated analysis
battlespace intelligence
Context awareness
context dependency
Government
Humans
Information analysis
Information systems
Intelligent sensors
Intelligent systems
METT-TC
multi-source fusion
Natural languages
Performance analysis
Sensor phenomena and characterization
title Understanding the Role of Context in the Interpretation of Complex Battlespace Intelligence
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-08T13%3A01%3A20IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ieee_6IE&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=Understanding%20the%20Role%20of%20Context%20in%20the%20Interpretation%20of%20Complex%20Battlespace%20Intelligence&rft.btitle=2006%209th%20International%20Conference%20on%20Information%20Fusion&rft.au=Powell,%20G.M.&rft.date=2006-07&rft.spage=1&rft.epage=8&rft.pages=1-8&rft.isbn=1424409535&rft.isbn_list=9781424409532&rft_id=info:doi/10.1109/ICIF.2006.301719&rft.eisbn=9780972184465&rft.eisbn_list=0972184465&rft_dat=%3Cieee_6IE%3E4086005%3C/ieee_6IE%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c137t-4be6fe3bf2cdd6f2500904eb14018ad4dd09f3897c4dc7b9fc65905ef9dabca53%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=4086005&rfr_iscdi=true