{"id":"https://openalex.org/W2144693879","doi":null,"title":"Evaluating uncertainty representation and reasoning in HLF systems","display_name":"Evaluating uncertainty representation and reasoning in HLF systems","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2144693879","mag":"2144693879"},"language":"en","primary_location":{"id":"mag:3143953027","doi":null,"is_oa":false,"landing_page_url":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005977626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Information Fusion","raw_type":null},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080860698","display_name":"Paulo Costa","orcid":"https://orcid.org/0000-0002-8280-1551","observed_orcids":["https://orcid.org/0000-0002-8280-1551"]},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paulo C. G. Costa","raw_affiliation_strings":["Center of Excellence in C4I / The Sensor Fusion Lab, George Mason University, MS 4B5, Fairfax, VA 22030-4444 U.S.A"],"raw_orcid":"https://orcid.org/0000-0002-8280-1551","affiliations":[{"raw_affiliation_string":"Center of Excellence in C4I / The Sensor Fusion Lab, George Mason University, MS 4B5, Fairfax, VA 22030-4444 U.S.A","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084142782","display_name":"Rommel Novaes Carvalho","orcid":"https://orcid.org/0000-0003-0784-2553","observed_orcids":["https://orcid.org/0000-0003-0784-2553"]},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rommel N. Carvalho","raw_affiliation_strings":["Center of Excellence in C4I / The Sensor Fusion Lab, George Mason University, MS 4B5, Fairfax, VA 22030-4444 U.S.A"],"raw_orcid":"https://orcid.org/0000-0003-0784-2553","affiliations":[{"raw_affiliation_string":"Center of Excellence in C4I / The Sensor Fusion Lab, George Mason University, MS 4B5, Fairfax, VA 22030-4444 U.S.A","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072260552","display_name":"Kathryn Blackmond Laskey","orcid":"https://orcid.org/0000-0002-3106-140X","observed_orcids":["https://orcid.org/0000-0002-3106-140X"]},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathryn Blackmond Laskey","raw_affiliation_strings":["Center of Excellence in C4I / The Sensor Fusion Lab, George Mason University, MS 4B5, Fairfax, VA 22030-4444 U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Excellence in C4I / The Sensor Fusion Lab, George Mason University, MS 4B5, Fairfax, VA 22030-4444 U.S.A","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101585350","display_name":"Cheol Young Park","orcid":"https://orcid.org/0000-0002-4361-6361","observed_orcids":["https://orcid.org/0000-0002-4361-6361","https://orcid.org/0009-0006-8211-8388","https://orcid.org/0000-0001-6766-0378"]},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheol Young Park","raw_affiliation_strings":["Center of Excellence in C4I / The Sensor Fusion Lab, George Mason University, MS 4B5, Fairfax, VA 22030-4444 U.S.A"],"raw_orcid":"https://orcid.org/0000-0002-4361-6361","affiliations":[{"raw_affiliation_string":"Center of Excellence in C4I / The Sensor Fusion Lab, George Mason University, MS 4B5, Fairfax, VA 22030-4444 U.S.A","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":null,"apc_paid":null,"fwci":4.4993,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96036585,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.8740000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.8740000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.012199999764561653,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.010300000198185444,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/high-level-fusion","display_name":"high-level fusion","score":0.9449999928474426},{"id":"https://openalex.org/keywords/uncertainty-representation","display_name":"uncertainty representation","score":0.7990000247955322},{"id":"https://openalex.org/keywords/reasoning-under-uncertainty","display_name":"uncertainty reasoning","score":0.8259999752044678},{"id":"https://openalex.org/keywords/automated-reasoning","display_name":"automated reasoning","score":0.5730000138282776},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"sensor fusion","score":0.609000027179718},{"id":"https://openalex.org/keywords/assessment-framework","display_name":"evaluation framework","score":0.8640000224113464},{"id":"https://openalex.org/keywords/scalability","display_name":"scalability","score":0.5189999938011169},{"id":"https://openalex.org/keywords/human-cognition","display_name":"human cognition","score":0.5040000081062317}],"concepts":[{"id":"https://openalex.org/C2777880217","wikidata":"https://www.wikidata.org/wiki/Q4674282","display_name":"Acknowledgement","level":2,"score":0.8501416444778442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6638460159301758},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6316184997558594},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.551451563835144},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.5109666585922241},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.49211639165878296},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4279754161834717},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.42575353384017944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37717968225479126},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37260064482688904},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14346134662628174},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07720458507537842},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"mag:3143953027","doi":null,"is_oa":false,"landing_page_url":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005977626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Information Fusion","raw_type":null},{"id":"mag:2144693879","doi":null,"is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/fusion/fusion2011.html#CostaCLP11","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Information Fusion","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W13520770","https://openalex.org/W107058043","https://openalex.org/W148995703","https://openalex.org/W156295364","https://openalex.org/W1535074682","https://openalex.org/W1554045846","https://openalex.org/W1555563750","https://openalex.org/W1559158850","https://openalex.org/W1585529040","https://openalex.org/W1599662011","https://openalex.org/W1709226882","https://openalex.org/W1796887382","https://openalex.org/W1979108862","https://openalex.org/W2013476941","https://openalex.org/W2053181911","https://openalex.org/W2076513343","https://openalex.org/W2111990747","https://openalex.org/W2112262428","https://openalex.org/W2122092374","https://openalex.org/W2153596970","https://openalex.org/W2170828088","https://openalex.org/W2248356786","https://openalex.org/W2311097431"],"related_works":["https://openalex.org/W7096858407","https://openalex.org/W2160146400","https://openalex.org/W2158099476","https://openalex.org/W247371076","https://openalex.org/W2402068678","https://openalex.org/W2252548713","https://openalex.org/W2126726584","https://openalex.org/W2011082703","https://openalex.org/W4397020159","https://openalex.org/W2406522146"],"abstract_inverted_index":{"High-level":[0],"fusion":[1,98],"of":[2,28,66,80,103],"hard":[3],"and":[4,44,74,106,119],"soft":[5],"information":[6,97],"from":[7],"diverse":[8],"sensor":[9],"types":[10],"still":[11],"depends":[12],"heavily":[13],"on":[14,52],"human":[15],"cognition.":[16],"This":[17,111],"results":[18],"in":[19,124],"a":[20,84,117,121],"scalability":[21],"conundrum":[22],"that":[23,35],"current":[24],"technologies":[25],"are":[26],"incapable":[27],"solving.":[29],"Although":[30],"there":[31,48],"is":[32,49,70,93],"widespread":[33],"acknowledgement":[34],"an":[36],"HLF":[37,81,125],"framework":[38,92,118],"must":[39],"support":[40],"automated":[41],"knowledge":[42],"representation":[43],"reasoning":[45],"with":[46,72],"uncertainty,":[47],"no":[50],"consensus":[51],"the":[53,62,67,101],"most":[54],"appropriate":[55],"technology":[56],"to":[57,95,108],"satisfy":[58],"this":[59],"requirement.":[60],"Further,":[61],"debate":[63],"among":[64],"proponents":[65],"various":[68,104],"approaches":[69,105],"laden":[71],"miscommunication":[73],"ill-supported":[75],"assumptions,":[76],"which":[77],"inhibits":[78],"advancement":[79],"research":[82],"as":[83],"whole.":[85],"A":[86],"clearly":[87],"defined,":[88],"scientifically":[89],"rigorous":[90],"evaluation":[91],"needed":[94],"help":[96],"researchers":[99],"assess":[100],"suitability":[102],"tools":[107],"their":[109],"applications.":[110],"paper":[112],"describes":[113,120],"requirements":[114],"for":[115],"such":[116],"use":[122],"case":[123],"evaluation.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":6}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
