{"id":"https://openalex.org/W2745839616","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015667","title":"A fuzzy-logic approach to information amalgamation: A framework for human-agent collaboration","display_name":"A fuzzy-logic approach to information amalgamation: A framework for human-agent collaboration","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2745839616","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015667","mag":"2745839616"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2017.8015667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","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/A5111630666","display_name":"Timothy Hanratty","orcid":null},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Timothy Hanratty","raw_affiliation_strings":["Computational Information Science Directorate, US Army Research Laboratory, MD, USA"],"affiliations":[{"raw_affiliation_string":"Computational Information Science Directorate, US Army Research Laboratory, MD, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001487109","display_name":"Eric Heilman","orcid":null},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Heilman","raw_affiliation_strings":["Computational Information Science Directorate, US Army Research Laboratory, MD, USA"],"affiliations":[{"raw_affiliation_string":"Computational Information Science Directorate, US Army Research Laboratory, MD, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024427669","display_name":"John T. E. Richardson","orcid":"https://orcid.org/0000-0002-6267-0603"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Richardson","raw_affiliation_strings":["Computational Information Science Directorate, US Army Research Laboratory, MD, USA"],"affiliations":[{"raw_affiliation_string":"Computational Information Science Directorate, US Army Research Laboratory, MD, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112407420","display_name":"Justine Caylor","orcid":null},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justine Caylor","raw_affiliation_strings":["Department of Computer & Information Sciences, Towson University, Towson, MD, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer & Information Sciences, Towson University, Towson, MD, USA","institution_ids":["https://openalex.org/I4322298"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111630666"],"corresponding_institution_ids":["https://openalex.org/I166416128"],"apc_list":null,"apc_paid":null,"fwci":1.5602,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87353514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"46","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9861000180244446,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9861000180244446,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9790999889373779,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9761999845504761,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.7080686688423157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6826894283294678},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4013926386833191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39736437797546387}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.7080686688423157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6826894283294678},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4013926386833191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39736437797546387}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2017.8015667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1488344794","https://openalex.org/W1566211337","https://openalex.org/W1585005850","https://openalex.org/W2130048802","https://openalex.org/W2136682550","https://openalex.org/W2268523280","https://openalex.org/W2344681960","https://openalex.org/W2399926402","https://openalex.org/W2732370755","https://openalex.org/W6633996426","https://openalex.org/W6712668569"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Current":[0],"military":[1],"decision":[2],"making":[3],"requires":[4],"the":[5,24,27,33,38,57,76,96,119],"ability":[6],"to":[7,49,106,129],"amalgamate":[8],"a":[9,91,101,125],"volume,":[10],"velocity,":[11],"variety":[12],"and":[13,52,66,81,85,141],"veracity":[14],"of":[15,29,42,59,78,104,109,112],"information":[16,31,39,60,105,113],"not":[17],"seen":[18],"in":[19,131],"most":[20],"other":[21],"domains.":[22],"Confounding":[23],"calculation":[25,99],"for":[26],"value":[28,58],"this":[30,70,73],"is":[32,90,124],"realization":[34],"that":[35,94,114],"seldom":[36],"does":[37],"agree.":[40],"Appreciative":[41],"these":[43],"challenges,":[44],"strides":[45],"have":[46],"been":[47],"made":[48],"successfully":[50],"capture":[51],"codify":[53],"how":[54],"analysts":[55],"perceive":[56],"(VoI)":[61],"given":[62],"its":[63],"source,":[64],"content,":[65],"latency.":[67],"Capitalizing":[68],"on":[69],"past":[71],"success,":[72],"paper":[74],"broadens":[75],"scope":[77],"VoI":[79,98],"research":[80],"examines":[82],"two":[83],"important":[84],"interrelated":[86],"efforts.":[87],"Presented":[88,122],"first":[89],"novel":[92],"approach":[93],"extends":[95],"original":[97,120],"from":[100],"single":[102],"element":[103],"an":[107],"amalgamation":[108],"multiple":[110],"elements":[111],"either":[115],"complement":[116],"or":[117],"contradict":[118],"premise.":[121],"second":[123],"`human-inside-the-loop'":[126],"concept":[127],"designed":[128],"assist":[130],"scaling":[132],"future":[133],"autonomous":[134],"Vol":[135],"methodologies":[136],"-":[137],"effectively":[138],"interleaving":[139],"human":[140],"machine":[142],"computation.":[143]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}