{"id":"https://openalex.org/W2745181807","doi":"https://doi.org/10.23919/icif.2017.8009851","title":"Quality-aware human-driven information fusion model","display_name":"Quality-aware human-driven information fusion model","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2745181807","doi":"https://doi.org/10.23919/icif.2017.8009851","mag":"2745181807"},"language":"en","primary_location":{"id":"doi:10.23919/icif.2017.8009851","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icif.2017.8009851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th International Conference on Information Fusion (Fusion)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5070320731","display_name":"Leonardo Castro Botega","orcid":"https://orcid.org/0000-0003-1495-5935"},"institutions":[{"id":"https://openalex.org/I249163148","display_name":"Centro Universit\u00e1rio Eur\u00edpedes de Marilia","ror":"https://ror.org/02er3bg49","country_code":"BR","type":"facility","lineage":["https://openalex.org/I249163148"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo C. Botega","raw_affiliation_strings":["Human-Computer Interaction Group, Eur\u00edpides University Centre of Mar\u00edlia Mar\u00edlia, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Group, Eur\u00edpides University Centre of Mar\u00edlia Mar\u00edlia, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I249163148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034426048","display_name":"A. P. Valdir","orcid":null},"institutions":[{"id":"https://openalex.org/I249163148","display_name":"Centro Universit\u00e1rio Eur\u00edpedes de Marilia","ror":"https://ror.org/02er3bg49","country_code":"BR","type":"facility","lineage":["https://openalex.org/I249163148"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"A. P. Valdir","raw_affiliation_strings":["Human-Computer Interaction Group, Eur\u00edpides University Centre of Mar\u00edlia Mar\u00edlia, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Group, Eur\u00edpides University Centre of Mar\u00edlia Mar\u00edlia, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I249163148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101796901","display_name":"Allan Oliveira","orcid":"https://orcid.org/0000-0002-1247-6482"},"institutions":[{"id":"https://openalex.org/I249163148","display_name":"Centro Universit\u00e1rio Eur\u00edpedes de Marilia","ror":"https://ror.org/02er3bg49","country_code":"BR","type":"facility","lineage":["https://openalex.org/I249163148"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Allan C. M. Oliveira","raw_affiliation_strings":["Human-Computer Interaction Group, Eur\u00edpides University Centre of Mar\u00edlia Mar\u00edlia, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Group, Eur\u00edpides University Centre of Mar\u00edlia Mar\u00edlia, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I249163148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071512576","display_name":"Jordan Ferreira Saran","orcid":"https://orcid.org/0000-0002-8060-2268"},"institutions":[{"id":"https://openalex.org/I249163148","display_name":"Centro Universit\u00e1rio Eur\u00edpedes de Marilia","ror":"https://ror.org/02er3bg49","country_code":"BR","type":"facility","lineage":["https://openalex.org/I249163148"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jordan F. Saran","raw_affiliation_strings":["Human-Computer Interaction Group, Eur\u00edpides University Centre of Mar\u00edlia Mar\u00edlia, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Group, Eur\u00edpides University Centre of Mar\u00edlia Mar\u00edlia, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I249163148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025642074","display_name":"Leandro A. Villas","orcid":"https://orcid.org/0000-0002-3372-3366"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro A. Villas","raw_affiliation_strings":["Institute of Computing, University of Campinas Campinas, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas Campinas, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100870283","display_name":"Regina B. Ara\u00fajo","orcid":null},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Regina B. de Araujo","raw_affiliation_strings":["Computer Department, Federal University of S\u00e3o Carlos, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Department, Federal University of S\u00e3o Carlos, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I177909021"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.3713,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.97919762,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9659000039100647,"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/T11622","display_name":"Maritime Navigation and Safety","score":0.9621000289916992,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/situation-awareness","display_name":"Situation awareness","score":0.8245322704315186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7103342413902283},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5702562928199768},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5412108898162842},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5170881748199463},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4888715147972107},{"id":"https://openalex.org/keywords/situation-analysis","display_name":"Situation analysis","score":0.44510576128959656},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4249325394630432},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.41432204842567444},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4036802649497986},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3776639699935913},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.36386629939079285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25902771949768066},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16836243867874146},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10291507840156555}],"concepts":[{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.8245322704315186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7103342413902283},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5702562928199768},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5412108898162842},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5170881748199463},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4888715147972107},{"id":"https://openalex.org/C14911803","wikidata":"https://www.wikidata.org/wiki/Q7532148","display_name":"Situation analysis","level":2,"score":0.44510576128959656},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4249325394630432},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.41432204842567444},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4036802649497986},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3776639699935913},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.36386629939079285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25902771949768066},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16836243867874146},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10291507840156555},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icif.2017.8009851","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icif.2017.8009851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th International Conference on Information Fusion (Fusion)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W17263963","https://openalex.org/W22685585","https://openalex.org/W82956057","https://openalex.org/W287932957","https://openalex.org/W1566315437","https://openalex.org/W1620345204","https://openalex.org/W1662314416","https://openalex.org/W1767829782","https://openalex.org/W1969726991","https://openalex.org/W1974036924","https://openalex.org/W2000179209","https://openalex.org/W2011082703","https://openalex.org/W2114802234","https://openalex.org/W2120144603","https://openalex.org/W2133735566","https://openalex.org/W2156730653","https://openalex.org/W2158099476","https://openalex.org/W2160146400","https://openalex.org/W2316023406","https://openalex.org/W2406522146","https://openalex.org/W2413395425","https://openalex.org/W2492640231","https://openalex.org/W2500211818","https://openalex.org/W2580461229","https://openalex.org/W3141319575","https://openalex.org/W3164589457","https://openalex.org/W4229810619","https://openalex.org/W6600683545","https://openalex.org/W6600919609","https://openalex.org/W6633788137","https://openalex.org/W6637276048","https://openalex.org/W6638164433","https://openalex.org/W6678041075","https://openalex.org/W6679369778","https://openalex.org/W6683353755","https://openalex.org/W6713794073"],"related_works":["https://openalex.org/W95064529","https://openalex.org/W2376886756","https://openalex.org/W2031258546","https://openalex.org/W2413145766","https://openalex.org/W2148519335","https://openalex.org/W4381733965","https://openalex.org/W2371032752","https://openalex.org/W2160951215","https://openalex.org/W3193592231","https://openalex.org/W2143767096"],"abstract_inverted_index":{"Situational":[0],"Awareness":[1,205],"(SAW)":[2],"is":[3,84,143],"a":[4,27,79,128],"widespread":[5],"concept":[6],"in":[7,37,226],"areas":[8],"that":[9,20],"require":[10],"critical":[11],"decision-making":[12,39],"and":[13,46,63,69,111,115,126,158,165,197,235],"refers":[14],"to":[15,35,42,54,86,156,159,219,229],"the":[16,38,56,95,103,107,113,118,121,144,148,153,161,169,188,195,198,215,220,223,230],"level":[17],"of":[18,44,98,117,120,147,163,212,232],"consciousness":[19],"an":[21,171],"individual":[22],"or":[23],"team":[24],"has":[25],"about":[26,58],"situation.":[28],"A":[29],"poor":[30],"SAW":[31,213],"can":[32],"induce":[33],"humans":[34,93,164],"failures":[36],"process,":[40],"leading":[41],"losses":[43],"lives":[45],"property":[47],"damage.":[48],"Data":[49],"fusion":[50,131,154],"processes":[51],"present":[52],"opportunities":[53],"enrich":[55],"knowledge":[57],"situations":[59],"by":[60,102,112],"integrating":[61],"heterogeneous":[62],"synergistic":[64],"data":[65,99],"from":[66,106,187,222],"different":[67],"sources":[68,97],"transforming":[70],"them":[71],"into":[72],"more":[73],"meaningful":[74],"subsidies":[75],"for":[76],"decision-making.":[77],"However,":[78],"problem":[80],"arises":[81],"when":[82,92],"information":[83,130,150],"subject":[85],"problems":[87],"concerning":[88],"its":[89],"quality,":[90],"especially":[91,225],"are":[94],"main":[96,141],"(HUMINT).":[100],"Motivated":[101],"informational":[104],"demand":[105],"emergency":[108,172],"management":[109,151],"domain":[110],"limitations":[114],"challenges":[116],"state":[119],"art,":[122],"this":[123],"work":[124,162],"proposes":[125],"describes":[127],"new":[129],"model,":[132,170,217],"called":[133,179],"Quantify":[134,216],"(Quality-aware":[135],"Human-Driven":[136],"Information":[137],"Fusion":[138],"Model),":[139],"whose":[140],"contribution":[142],"exhaustive":[145],"use":[146],"quality":[149],"throughout":[152],"process":[155],"parameterize":[157],"guide":[160],"systems.":[166],"To":[167],"validate":[168],"situation":[173],"assessment":[174],"system":[175,199],"prototype":[176],"was":[177,200],"developed,":[178],"ESAS":[180],"(Emergency":[181],"Situation":[182],"Assessment":[183],"Systems).":[184],"Then,":[185],"experts":[186],"Sao":[189],"Paulo":[190],"State":[191],"Police":[192],"(PMESP)":[193],"tested":[194],"prototypes":[196],"evaluated":[201],"using":[202,214],"SART":[203],"(Situation":[204],"Rating":[206],"Technique),":[207],"which":[208],"showed":[209],"higher":[210],"rates":[211],"compared":[218],"model":[221],"state-of-the-art,":[224],"questions":[227],"relating":[228],"components":[231],"resource":[233],"supply":[234],"situational":[236],"understanding.":[237]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
