{"id":"https://openalex.org/W1575649918","doi":"https://doi.org/10.1109/cisda.2015.7208636","title":"Integrating complementary/contradictory information into fuzzy-based VoI determinations","display_name":"Integrating complementary/contradictory information into fuzzy-based VoI determinations","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1575649918","doi":"https://doi.org/10.1109/cisda.2015.7208636","mag":"1575649918"},"language":"en","primary_location":{"id":"doi:10.1109/cisda.2015.7208636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2015.7208636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA)","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/A5011309701","display_name":"Sheng Miao","orcid":"https://orcid.org/0000-0001-6176-3624"},"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":true,"raw_author_name":"Sheng Miao","raw_affiliation_strings":["Department of Computer and Information, Sciences Towson University, Towson, MD, USA","Department of Computer & Information Sciences, Towson University, Towson, MD, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information, Sciences Towson University, Towson, MD, USA","institution_ids":["https://openalex.org/I4322298"]},{"raw_affiliation_string":"Department of Computer & Information Sciences, Towson University, Towson, MD, USA","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017657808","display_name":"Robert J. Hammell","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":"Robert J. Hammell","raw_affiliation_strings":["Department of Computer and Information, Sciences Towson University, Towson, MD, USA","Department of Computer & Information Sciences, Towson University, Towson, MD, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information, Sciences Towson University, Towson, MD, USA","institution_ids":["https://openalex.org/I4322298"]},{"raw_affiliation_string":"Department of Computer & Information Sciences, Towson University, Towson, MD, USA","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111660973","display_name":"Ziying Tang","orcid":"https://orcid.org/0000-0003-4374-5590"},"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":"Ziying Tang","raw_affiliation_strings":["Department of Computer and Information, Sciences Towson University, Towson, MD, USA","Department of Computer & Information Sciences, Towson University, Towson, MD, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information, Sciences Towson University, Towson, MD, USA","institution_ids":["https://openalex.org/I4322298"]},{"raw_affiliation_string":"Department of Computer & Information Sciences, Towson University, Towson, MD, USA","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"middle","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":false,"raw_author_name":"Timothy Hanratty","raw_affiliation_strings":["Computational Information Science Directorate, US Army Research Laboratory, Aberdeen Proving Ground, MD, USA","Computational Information Science Directorate US Army Research Laboratory Aberdeen Proving Ground, MD, USA"],"affiliations":[{"raw_affiliation_string":"Computational Information Science Directorate, US Army Research Laboratory, Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128"]},{"raw_affiliation_string":"Computational Information Science Directorate US Army Research Laboratory Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026245065","display_name":"John Dumer","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":"John Dumer","raw_affiliation_strings":["Computational Information Science Directorate, US Army Research Laboratory, Aberdeen Proving Ground, MD, USA","Computational Information Science Directorate US Army Research Laboratory Aberdeen Proving Ground, MD, USA"],"affiliations":[{"raw_affiliation_string":"Computational Information Science Directorate, US Army Research Laboratory, Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128"]},{"raw_affiliation_string":"Computational Information Science Directorate US Army Research Laboratory Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"last","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, Aberdeen Proving Ground, MD, USA","Computational Information Science Directorate US Army Research Laboratory Aberdeen Proving Ground, MD, USA"],"affiliations":[{"raw_affiliation_string":"Computational Information Science Directorate, US Army Research Laboratory, Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128"]},{"raw_affiliation_string":"Computational Information Science Directorate US Army Research Laboratory Aberdeen Proving Ground, MD, USA","institution_ids":["https://openalex.org/I166416128"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5011309701"],"corresponding_institution_ids":["https://openalex.org/I4322298"],"apc_list":null,"apc_paid":null,"fwci":1.6024,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84653394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"22","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9945999979972839,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9702000021934509,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9492999911308289,"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/computer-science","display_name":"Computer science","score":0.6625800728797913},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.6567010283470154},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6487691402435303},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5276205539703369},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.5268068313598633},{"id":"https://openalex.org/keywords/value-of-information","display_name":"Value of information","score":0.5140622854232788},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.452738881111145},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.41308772563934326},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3711533546447754},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3602292239665985},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35798126459121704},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3550299108028412},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32906782627105713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30565178394317627},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17089611291885376},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13093265891075134}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6625800728797913},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.6567010283470154},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6487691402435303},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5276205539703369},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.5268068313598633},{"id":"https://openalex.org/C92424840","wikidata":"https://www.wikidata.org/wiki/Q7912772","display_name":"Value of information","level":2,"score":0.5140622854232788},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.452738881111145},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.41308772563934326},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3711533546447754},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3602292239665985},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35798126459121704},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3550299108028412},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32906782627105713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30565178394317627},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17089611291885376},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13093265891075134},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisda.2015.7208636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2015.7208636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W4175336","https://openalex.org/W136059505","https://openalex.org/W1488344794","https://openalex.org/W1531280030","https://openalex.org/W1548394136","https://openalex.org/W1560729591","https://openalex.org/W1563418654","https://openalex.org/W1566211337","https://openalex.org/W1585005850","https://openalex.org/W1725819718","https://openalex.org/W1987094625","https://openalex.org/W1995407428","https://openalex.org/W2073545563","https://openalex.org/W2078946413","https://openalex.org/W2111927035","https://openalex.org/W2125336114","https://openalex.org/W2130048802","https://openalex.org/W2136072238","https://openalex.org/W2136682550","https://openalex.org/W2137833366","https://openalex.org/W2142003896","https://openalex.org/W2155160033","https://openalex.org/W2157041604","https://openalex.org/W2160220567","https://openalex.org/W2169585110","https://openalex.org/W2183159587","https://openalex.org/W2295240344","https://openalex.org/W2322584079","https://openalex.org/W2399926402","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4245152641","https://openalex.org/W6600161640","https://openalex.org/W6605561650","https://openalex.org/W6631687316","https://openalex.org/W6633600711","https://openalex.org/W6633724138","https://openalex.org/W6633996426","https://openalex.org/W6635046848","https://openalex.org/W6679780486","https://openalex.org/W6681279259","https://openalex.org/W6686160161","https://openalex.org/W6712668569"],"related_works":["https://openalex.org/W2012350746","https://openalex.org/W3024912289","https://openalex.org/W2415747217","https://openalex.org/W2143767096","https://openalex.org/W4389264631","https://openalex.org/W2561023719","https://openalex.org/W4382644910","https://openalex.org/W4386286863","https://openalex.org/W4381733965","https://openalex.org/W4245064264"],"abstract_inverted_index":{"In":[0],"today's":[1],"military":[2],"environment":[3],"vast":[4],"amounts":[5],"of":[6,37,44,51,54,68],"disparate":[7],"information":[8,24,60,74,85],"are":[9],"available.":[10],"To":[11],"aid":[12],"situational":[13],"awareness":[14],"it":[15],"is":[16,93],"vital":[17],"to":[18,22,33,75,95],"have":[19],"some":[20],"way":[21],"judge":[23],"importance.":[25],"Recent":[26],"research":[27],"has":[28],"developed":[29],"a":[30,35,97],"fuzzy-based":[31],"system":[32],"assign":[34],"Value":[36],"Information":[38],"(VoI)":[39],"determination":[40],"for":[41,83],"individual":[42],"pieces":[43],"information.":[45],"This":[46],"paper":[47],"presents":[48],"an":[49],"investigation":[50],"the":[52,62,66,77,84,90],"effect":[53],"integrating":[55],"subsequent":[56],"complementary":[57,70],"and/or":[58,71],"contradictory":[59,72],"into":[61],"VoI":[63,91],"process.":[64],"Specifically,":[65],"idea":[67],"using":[69],"new":[73],"impact":[76],"previously":[78],"used":[79],"fuzzy":[80],"membership":[81],"values":[82],"content":[86],"characteristic":[87],"applied":[88],"in":[89],"calculations":[92],"shown":[94],"be":[96],"particularly":[98],"suitable":[99],"approach.":[100]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
