{"id":"https://openalex.org/W2888605275","doi":"https://doi.org/10.1177/0018720818796009","title":"Cognitive Processing of Visually Presented Data in Decision Making","display_name":"Cognitive Processing of Visually Presented Data in Decision Making","publication_year":2018,"publication_date":"2018-08-21","ids":{"openalex":"https://openalex.org/W2888605275","doi":"https://doi.org/10.1177/0018720818796009","mag":"2888605275","pmid":"https://pubmed.ncbi.nlm.nih.gov/30130125"},"language":"en","primary_location":{"id":"doi:10.1177/0018720818796009","is_oa":true,"landing_page_url":"https://doi.org/10.1177/0018720818796009","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0018720818796009","source":{"id":"https://openalex.org/S83386566","display_name":"Human Factors The Journal of the Human Factors and Ergonomics Society","issn_l":"0018-7208","issn":["0018-7208","1547-8181"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Factors: The Journal of the Human Factors and Ergonomics Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/0018720818796009","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017990472","display_name":"Daniel N. Cassenti","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":"Daniel N. Cassenti","raw_affiliation_strings":["U.S. Army Research Laboratory, Aberdeen Proving Ground, Maryland, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Research Laboratory, Aberdeen Proving Ground, Maryland, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004828050","display_name":"Heather Roy","orcid":"https://orcid.org/0000-0002-7843-2335"},"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":"Heather Roy","raw_affiliation_strings":["U.S. Army Research Laboratory, Aberdeen Proving Ground, Maryland, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Research Laboratory, Aberdeen Proving Ground, Maryland, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008454624","display_name":"Sue E. Kase","orcid":"https://orcid.org/0000-0003-2732-629X"},"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":"Sue E. Kase","raw_affiliation_strings":["U.S. Army Research Laboratory, Aberdeen Proving Ground, Maryland, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Research Laboratory, Aberdeen Proving Ground, Maryland, USA","institution_ids":["https://openalex.org/I166416128"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017990472"],"corresponding_institution_ids":["https://openalex.org/I166416128"],"apc_list":null,"apc_paid":null,"fwci":3.1487,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93665431,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"61","issue":"1","first_page":"78","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12572","display_name":"Intelligence, Security, War Strategy","score":0.298799991607666,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12572","display_name":"Intelligence, Security, War Strategy","score":0.298799991607666,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.09009999781847,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.08630000054836273,"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":0.5618947744369507},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.553347110748291},{"id":"https://openalex.org/keywords/pretext","display_name":"Pretext","score":0.5495331883430481},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5403923988342285},{"id":"https://openalex.org/keywords/information-processing","display_name":"Information processing","score":0.5261939167976379},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4737447202205658},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4711433947086334},{"id":"https://openalex.org/keywords/intelligence-analysis","display_name":"Intelligence analysis","score":0.43989962339401245},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40212956070899963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38216733932495117},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3392286002635956},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3219028413295746},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.2646552324295044},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20547986030578613},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14742040634155273},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11340364813804626}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5618947744369507},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.553347110748291},{"id":"https://openalex.org/C2779627259","wikidata":"https://www.wikidata.org/wiki/Q779763","display_name":"Pretext","level":3,"score":0.5495331883430481},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5403923988342285},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.5261939167976379},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4737447202205658},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4711433947086334},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.43989962339401245},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40212956070899963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38216733932495117},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3392286002635956},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3219028413295746},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2646552324295044},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20547986030578613},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14742040634155273},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11340364813804626},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":[{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007600","descriptor_name":"Judgment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007600","descriptor_name":"Judgment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007600","descriptor_name":"Judgment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008328","descriptor_name":"Man-Machine Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008328","descriptor_name":"Man-Machine Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008328","descriptor_name":"Man-Machine Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008889","descriptor_name":"Military Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008889","descriptor_name":"Military Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008889","descriptor_name":"Military Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012985","descriptor_name":"Software Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012985","descriptor_name":"Software Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012985","descriptor_name":"Software Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1177/0018720818796009","is_oa":true,"landing_page_url":"https://doi.org/10.1177/0018720818796009","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0018720818796009","source":{"id":"https://openalex.org/S83386566","display_name":"Human Factors The Journal of the Human Factors and Ergonomics Society","issn_l":"0018-7208","issn":["0018-7208","1547-8181"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Factors: The Journal of the Human Factors and Ergonomics Society","raw_type":"journal-article"},{"id":"pmid:30130125","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30130125","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human factors","raw_type":null}],"best_oa_location":{"id":"doi:10.1177/0018720818796009","is_oa":true,"landing_page_url":"https://doi.org/10.1177/0018720818796009","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0018720818796009","source":{"id":"https://openalex.org/S83386566","display_name":"Human Factors The Journal of the Human Factors and Ergonomics Society","issn_l":"0018-7208","issn":["0018-7208","1547-8181"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Factors: The Journal of the Human Factors and Ergonomics Society","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.8199999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W211574671","https://openalex.org/W591743112","https://openalex.org/W1711968637","https://openalex.org/W1997544838","https://openalex.org/W2020903533","https://openalex.org/W2027103861","https://openalex.org/W2031961870","https://openalex.org/W2056353958","https://openalex.org/W2103383236","https://openalex.org/W2134066710","https://openalex.org/W2161644315","https://openalex.org/W2268523280","https://openalex.org/W2269469255","https://openalex.org/W2429539452","https://openalex.org/W2768337983","https://openalex.org/W4248481136"],"related_works":["https://openalex.org/W2012344566","https://openalex.org/W2051831694","https://openalex.org/W1968392491","https://openalex.org/W115795857","https://openalex.org/W2110676942","https://openalex.org/W3033982490","https://openalex.org/W2037669669","https://openalex.org/W2614882379","https://openalex.org/W2115969335","https://openalex.org/W2888605275"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Intelligence":[1],"analysis":[2,48,144,168],"is":[3,43],"a":[4,32,123,155,173],"necessary":[5],"operation":[6],"for":[7,112,141],"organizations":[8],"engaged":[9],"in":[10,14,31,74,92,118,151],"adversarial":[11],"decision":[12],"making":[13],"military,":[15],"criminal":[16],"justice,":[17],"and":[18,36,59,86,109],"civil":[19],"spheres.":[20],"In":[21],"particular,":[22],"we":[23],"focus":[24,156],"on":[25,95,157],"studying":[26],"the":[27,62,66,78,106,113,133],"sentiment":[28,54,170],"of":[29,105,169],"actors":[30,42,91],"military-relevant":[33],"decision-making":[34],"task":[35],"how":[37],"information":[38,64,107,117,171],"pertaining":[39],"to":[40,52,71,148],"these":[41,163],"presented.":[44],"BACKGROUND:":[45],"Two":[46],"intelligence":[47,84,143,167],"systems":[49,58],"were":[50,69,130],"created":[51],"represent":[53],"data.":[55],"METHOD:":[56],"These":[57],"another":[60],"with":[61,77,139,154],"raw":[63],"(i.e.,":[65],"control":[67],"condition)":[68],"presented":[70,116],"experimental":[72],"participants":[73],"separate":[75],"trials":[76],"pretext":[79],"that":[80,102,115,146],"they":[81],"act":[82],"as":[83],"analysts":[85],"compare":[87],"two":[88],"social":[89],"media":[90],"U.S.-occupied":[93],"territory":[94],"given":[96],"subject":[97],"matters.":[98],"RESULTS:":[99],"Results":[100],"demonstrated":[101],"cognitive":[103,158],"processing":[104],"improved":[108],"was":[110],"preferred":[111,131],"prototype":[114],"scatterplot":[119],"form":[120],"rather":[121],"than":[122],"line":[124],"graph,":[125],"though":[126],"side-by-side":[127],"comparisons":[128],"also":[129],"from":[132],"disfavored":[134],"system.":[135,175],"CONCLUSION:":[136],"We":[137,161],"conclude":[138],"suggestions":[140],"designing":[142],"software":[145],"conforms":[147],"best":[149],"practice":[150],"human":[152],"factors":[153],"processing.":[159],"APPLICATION:":[160],"hope":[162],"recommendations":[164],"will":[165],"improve":[166],"via":[172],"new":[174]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
