{"id":"https://openalex.org/W1533637705","doi":"https://doi.org/10.1109/cogsima.2015.7108198","title":"Enhancing decision-making by leveraging human intervention in large-scale sensor networks","display_name":"Enhancing decision-making by leveraging human intervention in large-scale sensor networks","publication_year":2015,"publication_date":"2015-03-01","ids":{"openalex":"https://openalex.org/W1533637705","doi":"https://doi.org/10.1109/cogsima.2015.7108198","mag":"1533637705"},"language":"en","primary_location":{"id":"doi:10.1109/cogsima.2015.7108198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2015.7108198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision","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/A5050387817","display_name":"Enrico Casini","orcid":null},"institutions":[{"id":"https://openalex.org/I1335578998","display_name":"Florida Institute for Human and Machine Cognition","ror":"https://ror.org/02napvw46","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1335578998"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Enrico Casini","raw_affiliation_strings":["Florida Institute for Human and Machine Cognition (IHMC), Pensacola, FL, USA"],"affiliations":[{"raw_affiliation_string":"Florida Institute for Human and Machine Cognition (IHMC), Pensacola, FL, USA","institution_ids":["https://openalex.org/I1335578998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028037670","display_name":"Jessica Depree","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138296","display_name":"Modus Operandi (United States)","ror":"https://ror.org/04b4pz972","country_code":"US","type":"company","lineage":["https://openalex.org/I4210138296"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Depree","raw_affiliation_strings":["Modus Operandi, Melbourne, FL, USA"],"affiliations":[{"raw_affiliation_string":"Modus Operandi, Melbourne, FL, USA","institution_ids":["https://openalex.org/I4210138296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047412092","display_name":"Niranjan Suri","orcid":"https://orcid.org/0000-0003-2982-8218"},"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"]},{"id":"https://openalex.org/I1335578998","display_name":"Florida Institute for Human and Machine Cognition","ror":"https://ror.org/02napvw46","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1335578998"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niranjan Suri","raw_affiliation_strings":["Florida Institute for Human and Machine Cognition (IHMC), Pensacola, FL, USA","U.S Army Research Laboratory, Adelphi, MD, USA"],"affiliations":[{"raw_affiliation_string":"Florida Institute for Human and Machine Cognition (IHMC), Pensacola, FL, USA","institution_ids":["https://openalex.org/I1335578998"]},{"raw_affiliation_string":"U.S Army Research Laboratory, Adelphi, MD, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020025957","display_name":"Jeffrey M. Bradshaw","orcid":"https://orcid.org/0000-0003-0110-8104"},"institutions":[{"id":"https://openalex.org/I1335578998","display_name":"Florida Institute for Human and Machine Cognition","ror":"https://ror.org/02napvw46","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1335578998"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey M. Bradshaw","raw_affiliation_strings":["Florida Institute for Human and Machine Cognition (IHMC), Pensacola, FL, USA"],"affiliations":[{"raw_affiliation_string":"Florida Institute for Human and Machine Cognition (IHMC), Pensacola, FL, USA","institution_ids":["https://openalex.org/I1335578998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060523147","display_name":"Teresa Nieten","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138296","display_name":"Modus Operandi (United States)","ror":"https://ror.org/04b4pz972","country_code":"US","type":"company","lineage":["https://openalex.org/I4210138296"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teresa Nieten","raw_affiliation_strings":["Modus Operandi, Melbourne, FL, USA"],"affiliations":[{"raw_affiliation_string":"Modus Operandi, Melbourne, FL, USA","institution_ids":["https://openalex.org/I4210138296"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050387817"],"corresponding_institution_ids":["https://openalex.org/I1335578998"],"apc_list":null,"apc_paid":null,"fwci":1.7517,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8588939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"200","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9962999820709229,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9962999820709229,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.6293976306915283},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5611575245857239},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.5194958448410034},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5186545252799988},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24655866622924805},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08281168341636658}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6293976306915283},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5611575245857239},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5194958448410034},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5186545252799988},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24655866622924805},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08281168341636658},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cogsima.2015.7108198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2015.7108198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.731.6268","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.731.6268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jeffreymbradshaw.net/publications/Casini%20et%20al.%2C%20CogSIMA%202015-07108198.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W21037816","https://openalex.org/W1569869372","https://openalex.org/W1589019354","https://openalex.org/W1825933984","https://openalex.org/W1981420413","https://openalex.org/W2028626340","https://openalex.org/W2141373701","https://openalex.org/W2146485332","https://openalex.org/W2162201414","https://openalex.org/W2290015611","https://openalex.org/W2327957920","https://openalex.org/W2904977265","https://openalex.org/W2914428814","https://openalex.org/W4285719527","https://openalex.org/W6681895744","https://openalex.org/W6696514712","https://openalex.org/W6756799183"],"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":{"Extensive":[0],"deployment":[1],"of":[2,13,16,25,54,59,78,102,135,142,146],"sensor":[3,165],"networks":[4,166],"in":[5,51,56,144,161],"recent":[6],"years":[7],"has":[8],"led":[9],"to":[10,20,28,72,98,110,130],"the":[11,99,103,132,170],"generation":[12],"large":[14,23],"volumes":[15,24],"data.":[17],"One":[18],"approach":[19,157],"processing":[21,41,52,90,139],"such":[22,36,61,147],"data":[26,55,143],"is":[27,45,119,126],"rely":[29,168],"on":[30,34,169],"parallelized":[31],"approaches":[32],"based":[33],"architectures":[35],"as":[37,62],"MapReduce.":[38],"However,":[39],"fully-automated":[40],"without":[42],"human":[43,49,85,104],"intervention":[44],"error":[46],"prone.":[47],"Supporting":[48],"involvement":[50],"pipelines":[53],"a":[57,84,114],"variety":[58],"contexts":[60],"warfare,":[63],"cyber":[64],"security,":[65],"threat":[66],"monitoring,":[67],"and":[68,124,138],"malware":[69],"analysis":[70],"leads":[71],"improved":[73],"decision-making.":[74],"Although":[75],"this":[76],"kind":[77],"human-machine":[79,159],"collaboration":[80],"seems":[81],"straightforward,":[82],"involving":[83],"operator":[86],"into":[87],"an":[88,155],"automated":[89],"pipeline":[91],"presents":[92],"some":[93],"challenges.":[94],"For":[95],"example,":[96],"due":[97],"asynchronous":[100],"nature":[101],"intervention,":[105],"care":[106],"must":[107,149],"be":[108,150],"taken":[109],"ensure":[111],"that":[112,167],"once":[113],"user-made":[115],"correction":[116],"or":[117],"assertion":[118],"introduced,":[120],"all":[121],"necessary":[122],"adjustment":[123],"reprocessing":[125,141],"performed.":[127],"In":[128],"addition,":[129],"make":[131],"best":[133],"use":[134],"limited":[136],"resources":[137],"capabilities,":[140],"light":[145],"corrections":[148],"minimized.":[151],"This":[152],"paper":[153],"introduces":[154],"innovative":[156],"for":[158,163],"integration":[160],"decisionmaking":[162],"large-scale":[164],"popular":[171],"Hadoop":[172],"MapReduce":[173],"framework.":[174]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}