{"id":"https://openalex.org/W3021662968","doi":"https://doi.org/10.1109/mass.2019.00014","title":"On Decision Making In Human-Machine Networks","display_name":"On Decision Making In Human-Machine Networks","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3021662968","doi":"https://doi.org/10.1109/mass.2019.00014","mag":"3021662968"},"language":"en","primary_location":{"id":"doi:10.1109/mass.2019.00014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mass.2019.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems (MASS)","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/A5065090118","display_name":"Baocheng Geng","orcid":"https://orcid.org/0000-0002-9596-0359"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baocheng Geng","raw_affiliation_strings":["Syracuse University, USA","Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syracuse University, USA","institution_ids":["https://openalex.org/I70983195"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018292481","display_name":"Pramod K. Varshney","orcid":"https://orcid.org/0000-0003-4504-5088"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramod K. Varshney","raw_affiliation_strings":["Syracuse University, USA","Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syracuse University, USA","institution_ids":["https://openalex.org/I70983195"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1157,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81428803,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9968000054359436,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9718999862670898,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.7441160678863525},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5170555710792542},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5159316658973694},{"id":"https://openalex.org/keywords/decision-engineering","display_name":"Decision engineering","score":0.5140734910964966},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.49834370613098145},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.489969402551651},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.4869626462459564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4472183883190155},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4296322166919708},{"id":"https://openalex.org/keywords/r-cast","display_name":"R-CAST","score":0.4290737509727478},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.42665377259254456},{"id":"https://openalex.org/keywords/group-decision-making","display_name":"Group decision-making","score":0.4125615954399109},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.39166244864463806},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.36128026247024536},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14809447526931763}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7441160678863525},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5170555710792542},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5159316658973694},{"id":"https://openalex.org/C135115379","wikidata":"https://www.wikidata.org/wiki/Q2750514","display_name":"Decision engineering","level":4,"score":0.5140734910964966},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.49834370613098145},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.489969402551651},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.4869626462459564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4472183883190155},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4296322166919708},{"id":"https://openalex.org/C59719044","wikidata":"https://www.wikidata.org/wiki/Q7273265","display_name":"R-CAST","level":4,"score":0.4290737509727478},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.42665377259254456},{"id":"https://openalex.org/C20701700","wikidata":"https://www.wikidata.org/wiki/Q388791","display_name":"Group decision-making","level":2,"score":0.4125615954399109},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.39166244864463806},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.36128026247024536},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14809447526931763},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"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/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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mass.2019.00014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mass.2019.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems (MASS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W656011235","https://openalex.org/W1199156107","https://openalex.org/W1525038591","https://openalex.org/W1985876015","https://openalex.org/W1994063673","https://openalex.org/W2002651217","https://openalex.org/W2004215803","https://openalex.org/W2007270964","https://openalex.org/W2024453660","https://openalex.org/W2024971725","https://openalex.org/W2025899035","https://openalex.org/W2041946752","https://openalex.org/W2089462365","https://openalex.org/W2094536313","https://openalex.org/W2102931639","https://openalex.org/W2117885752","https://openalex.org/W2131796988","https://openalex.org/W2148505876","https://openalex.org/W2148962857","https://openalex.org/W2157839487","https://openalex.org/W2264897026","https://openalex.org/W2398348385","https://openalex.org/W2528572646","https://openalex.org/W2585531720","https://openalex.org/W2728944333","https://openalex.org/W2784273995","https://openalex.org/W2889840829","https://openalex.org/W2896762459","https://openalex.org/W2952598059","https://openalex.org/W2963077993","https://openalex.org/W3003845606","https://openalex.org/W3105027418","https://openalex.org/W4212898980","https://openalex.org/W6638921482"],"related_works":["https://openalex.org/W646492873","https://openalex.org/W2259218756","https://openalex.org/W1523254661","https://openalex.org/W2376574686","https://openalex.org/W4247612437","https://openalex.org/W76277348","https://openalex.org/W2133772936","https://openalex.org/W2360010337","https://openalex.org/W2055876194","https://openalex.org/W2363863385"],"abstract_inverted_index":{"Human":[0],"behavior":[1],"while":[2],"decision":[3,16,30,42,94,116,122,130],"making":[4,17,31,43,95,117,131],"is":[5],"quite":[6],"complex":[7,59],"and":[8,23,37,78,128,161],"uncertain.":[9],"There":[10],"are":[11],"fundamental":[12],"differences":[13],"between":[14],"traditional":[15],"systems":[18,24],"based":[19,145],"on":[20,109,146],"sensor":[21],"data":[22],"where":[25],"the":[26,29,52,80,92,142,150],"agents":[27],"in":[28,55,71,84,124],"process":[32],"include":[33,113],"humans.":[34],"The":[35],"modeling":[36,148],"analysis":[38],"of":[39,58,104,149,158],"human-machine":[40,105,126],"collaborative":[41,114],"has":[44],"become":[45],"an":[46],"important":[47],"research":[48,162],"area":[49],"due":[50],"to":[51,90,140,165],"potential":[53],"applications":[54],"a":[56,156],"variety":[57],"autonomous":[60],"systems.":[61],"Incorporating":[62],"human":[63,93,115,151],"inputs":[64],"with":[65,118],"physical":[66],"sensors":[67],"can":[68],"be":[69],"advantageous":[70],"enhancing":[72],"situational":[73],"assessment":[74],"for":[75],"certain":[76],"situations,":[77],"at":[79],"same":[81],"time,":[82],"brings":[83],"technical":[85],"challenges":[86,160],"such":[87],"as":[88],"how":[89],"characterize":[91],"behavior.":[96,152],"In":[97,135],"this":[98,166],"paper,":[99],"we":[100,138],"discuss":[101],"some":[102],"aspects":[103],"networks":[106,127],"by":[107],"focusing":[108],"three":[110],"schemes":[111],"that":[112],"random":[119],"local":[120],"thresholds,":[121],"fusion":[123],"integrated":[125],"binary":[129],"under":[132],"cognitive":[133],"biases.":[134],"each":[136],"case,":[137],"aim":[139],"optimize":[141],"system":[143],"performance":[144],"appropriate":[147],"We":[153],"also":[154],"provide":[155],"summary":[157],"current":[159],"directions":[163],"related":[164],"problem":[167],"domain.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}