{"id":"https://openalex.org/W2054835413","doi":"https://doi.org/10.1007/s10588-012-9136-8","title":"Inducing models of behavior from expert task performance in virtual environments","display_name":"Inducing models of behavior from expert task performance in virtual environments","publication_year":2012,"publication_date":"2012-09-29","ids":{"openalex":"https://openalex.org/W2054835413","doi":"https://doi.org/10.1007/s10588-012-9136-8","mag":"2054835413"},"language":"en","primary_location":{"id":"doi:10.1007/s10588-012-9136-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10588-012-9136-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10588-012-9136-8.pdf","source":{"id":"https://openalex.org/S47778307","display_name":"Computational and Mathematical Organization Theory","issn_l":"1381-298X","issn":["1381-298X","1572-9346"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Organization Theory","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10588-012-9136-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081101738","display_name":"Bradley J. Best","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155033","display_name":"Adaptive Cognitive Systems","ror":"https://ror.org/05nb6mm11","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210155033"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bradley J. Best","raw_affiliation_strings":["Adaptive Cognitive Systems, 909 Harris Avenue St. 202D, Bellingham, WA, 98225, USA","Adaptive Cognitive Systems, Bellingham, USA 98225#TAB#"],"affiliations":[{"raw_affiliation_string":"Adaptive Cognitive Systems, 909 Harris Avenue St. 202D, Bellingham, WA, 98225, USA","institution_ids":["https://openalex.org/I4210155033"]},{"raw_affiliation_string":"Adaptive Cognitive Systems, Bellingham, USA 98225#TAB#","institution_ids":["https://openalex.org/I4210155033"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081101738"],"corresponding_institution_ids":["https://openalex.org/I4210155033"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":{"value":2090,"currency":"EUR","value_usd":2690},"fwci":0.3793,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70942816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"19","issue":"3","first_page":"370","last_page":"401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9941999912261963,"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9588000178337097,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.8234462738037109},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6285873055458069},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.5823720693588257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.56839919090271},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5461893081665039},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5066102743148804},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.46502161026000977},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4262586236000061},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.418948769569397},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4116050601005554},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4056253135204315}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8234462738037109},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6285873055458069},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.5823720693588257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.56839919090271},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5461893081665039},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5066102743148804},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.46502161026000977},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4262586236000061},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.418948769569397},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4116050601005554},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4056253135204315},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/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},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10588-012-9136-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10588-012-9136-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10588-012-9136-8.pdf","source":{"id":"https://openalex.org/S47778307","display_name":"Computational and Mathematical Organization Theory","issn_l":"1381-298X","issn":["1381-298X","1572-9346"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Organization Theory","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:comaot:v:19:y:2013:i:3:d:10.1007_s10588-012-9136-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10588-012-9136-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10588-012-9136-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10588-012-9136-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10588-012-9136-8.pdf","source":{"id":"https://openalex.org/S47778307","display_name":"Computational and Mathematical Organization Theory","issn_l":"1381-298X","issn":["1381-298X","1572-9346"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Organization Theory","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337657","display_name":"Naval Air Systems Command","ror":"https://ror.org/054ajk512"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2054835413.pdf","grobid_xml":"https://content.openalex.org/works/W2054835413.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W97776060","https://openalex.org/W111620888","https://openalex.org/W1536749735","https://openalex.org/W1577898041","https://openalex.org/W1679907412","https://openalex.org/W1818418412","https://openalex.org/W1821871397","https://openalex.org/W1971885735","https://openalex.org/W1974302391","https://openalex.org/W1977196850","https://openalex.org/W2028487549","https://openalex.org/W2077012593","https://openalex.org/W2087894756","https://openalex.org/W2088563966","https://openalex.org/W2096130600","https://openalex.org/W2102495692","https://openalex.org/W2115037443","https://openalex.org/W2125055259","https://openalex.org/W2136518234","https://openalex.org/W2147169507","https://openalex.org/W2162489854","https://openalex.org/W2165042364","https://openalex.org/W2269928235","https://openalex.org/W2478297474","https://openalex.org/W2482031183","https://openalex.org/W2483309620","https://openalex.org/W2533571398","https://openalex.org/W2546688009","https://openalex.org/W2550568158","https://openalex.org/W4253729258"],"related_works":["https://openalex.org/W107105315","https://openalex.org/W4367156293","https://openalex.org/W1584537303","https://openalex.org/W4388155270","https://openalex.org/W1872724644","https://openalex.org/W2750549761","https://openalex.org/W28826848","https://openalex.org/W2122272819","https://openalex.org/W2130894091","https://openalex.org/W2994151208"],"abstract_inverted_index":{"We":[0,82],"developed":[1],"an":[2,63],"end-to-end":[3],"process":[4],"for":[5,85,172],"inducing":[6],"models":[7,205],"of":[8,72,88,95,117,131,148],"behavior":[9],"from":[10,93,183,207],"expert":[11,21],"task":[12,127,133],"performance":[13,209],"through":[14],"in-depth":[15],"case":[16],"study.":[17],"A":[18,166],"subject":[19],"matter":[20],"(SME)":[22],"performed":[23],"navigational":[24],"and":[25,37,43,54,67,80,119,141,210,220],"adversarial":[26],"tasks":[27],"in":[28,74,99,212],"a":[29,103,146,173],"virtual":[30],"tank":[31],"combat":[32],"simulation,":[33,101],"using":[34],"the":[35,49,58,69,100,111,125,178,184],"dTank":[36,208],"Unreal":[38,213],"platforms.":[39],"Using":[40],"eye":[41],"tracking":[42],"Cognitive":[44],"Task":[45],"Analysis,":[46],"we":[47],"identified":[48],"key":[50],"goals":[51],"pursued":[52],"by":[53,57,188],"attributes":[55,197],"used":[56],"SME,":[59],"including":[60],"reliance":[61],"on":[62,68,163,193],"egocentric":[64],"spatial":[65],"representation,":[66],"fly":[70],"re-representation":[71],"terrain":[73,104],"qualitative":[75,90],"terms":[76],"such":[77],"as":[78],"\u201csafe\u201d":[79],"\u201crisky\u201d.":[81],"demonstrated":[83],"methods":[84,123],"automatic":[86],"extraction":[87],"these":[89],"higher-order":[91],"features":[92,97],"combinations":[94],"surface":[96],"present":[98],"producing":[102],"map":[105],"that":[106],"was":[107],"visually":[108],"similar":[109],"to":[110,124,217],"SME":[112,132,142,185],"annotated":[113],"map.":[114],"The":[115,195],"application":[116],"decision-tree":[118],"instance-based":[120],"machine":[121],"learning":[122],"transformed":[126],"data":[128],"supported":[129],"prediction":[130],"selection":[134,144],"with":[135,151,157,177,202],"greater":[136,152],"than":[137,153,190],"95":[138],"%":[139,155],"accuracy,":[140,156],"action":[143],"at":[145],"frequency":[147],"10":[149],"Hz":[150],"63":[154],"real":[158],"time":[159],"constraints":[160],"placing":[161],"limits":[162],"algorithm":[164],"selection.":[165],"complete":[167],"processing":[168],"model":[169,181],"is":[170],"presented":[171],"path":[174,187,203],"driving":[175,204],"task,":[176],"induced":[179,206,219],"generative":[180],"deviating":[182],"chosen":[186],"less":[189],"2":[191],"meters":[192],"average.":[194],"derived":[196],"also":[198],"enabled":[199],"environment":[200],"portability,":[201],"deployed":[211,221],"demonstrating":[214],"equivalent":[215],"accuracy":[216],"those":[218],"completely":[222],"within":[223],"Unreal.":[224]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}