{"id":"https://openalex.org/W1881278873","doi":"https://doi.org/10.1109/cogsima.2015.7108175","title":"Comparing models for modeling subjective and objective measures for two task types","display_name":"Comparing models for modeling subjective and objective measures for two task types","publication_year":2015,"publication_date":"2015-03-01","ids":{"openalex":"https://openalex.org/W1881278873","doi":"https://doi.org/10.1109/cogsima.2015.7108175","mag":"1881278873"},"language":"en","primary_location":{"id":"doi:10.1109/cogsima.2015.7108175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2015.7108175","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/A5084903657","display_name":"Stephanie Lackey","orcid":null},"institutions":[{"id":"https://openalex.org/I3132279224","display_name":"Institut Sup\u00e9rieur de l'\u00c9lectronique et du Num\u00e9rique","ror":"https://ror.org/017h2rd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I3132279224"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Stephanie Lackey","raw_affiliation_strings":["Service Robotics Department, Institut Sup\u00e9rieur d'Electronique et du Num\u00e9rique (ISEN), Lille, France"],"affiliations":[{"raw_affiliation_string":"Service Robotics Department, Institut Sup\u00e9rieur d'Electronique et du Num\u00e9rique (ISEN), Lille, France","institution_ids":["https://openalex.org/I3132279224"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073034926","display_name":"Brandon Sollins","orcid":null},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Brandon Sollins","raw_affiliation_strings":["Computer and Software Eng. Department, Politehnica University of Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"Computer and Software Eng. Department, Politehnica University of Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064078390","display_name":"Lauren Reinerman-Jones","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lauren Reinerman-Jones","raw_affiliation_strings":["E&A (Energy & Automation), Faculty of Engineering Technology, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"E&A (Energy & Automation), Faculty of Engineering Technology, Gent, Belgium","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084903657"],"corresponding_institution_ids":["https://openalex.org/I3132279224"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05117695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"56","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.991599977016449,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9560999870300293,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.8962370157241821},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7456892728805542},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7012407779693604},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6297619342803955},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5040406584739685},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5038313269615173},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4847845435142517},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.45656096935272217},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4401783049106598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.428253710269928},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4186175465583801},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3408547043800354},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14079225063323975},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11638829112052917},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08442306518554688},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07580065727233887}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8962370157241821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7456892728805542},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7012407779693604},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6297619342803955},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5040406584739685},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5038313269615173},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4847845435142517},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.45656096935272217},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4401783049106598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.428253710269928},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4186175465583801},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3408547043800354},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14079225063323975},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11638829112052917},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08442306518554688},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07580065727233887},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical 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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cogsima.2015.7108175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2015.7108175","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W13034104","https://openalex.org/W1517808374","https://openalex.org/W1570448133","https://openalex.org/W1752837748","https://openalex.org/W1869391892","https://openalex.org/W1969881236","https://openalex.org/W1970671664","https://openalex.org/W1981552604","https://openalex.org/W1996728935","https://openalex.org/W2007461783","https://openalex.org/W2017337590","https://openalex.org/W2046432982","https://openalex.org/W2056762027","https://openalex.org/W2064745772","https://openalex.org/W2067207462","https://openalex.org/W2073792037","https://openalex.org/W2081244659","https://openalex.org/W2084173144","https://openalex.org/W2101234009","https://openalex.org/W2109165772","https://openalex.org/W2111607494","https://openalex.org/W2118585731","https://openalex.org/W2124853884","https://openalex.org/W2124991421","https://openalex.org/W2133462743","https://openalex.org/W2133990480","https://openalex.org/W2138290126","https://openalex.org/W2153635508","https://openalex.org/W2163835905","https://openalex.org/W2213612645","https://openalex.org/W2319035198","https://openalex.org/W2483077844","https://openalex.org/W2904914565","https://openalex.org/W2998216295","https://openalex.org/W3104887532","https://openalex.org/W4239127760","https://openalex.org/W4248651368","https://openalex.org/W4285719527","https://openalex.org/W6637835776","https://openalex.org/W6639165917","https://openalex.org/W6677656871","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W1958015814","https://openalex.org/W410723623","https://openalex.org/W2413243053","https://openalex.org/W2015341305","https://openalex.org/W4225593417","https://openalex.org/W2035068594","https://openalex.org/W2059783833","https://openalex.org/W2573498121","https://openalex.org/W1549477351"],"abstract_inverted_index":{"Adaptive":[0],"automation":[1],"(AA)":[2],"has":[3],"emerged":[4],"as":[5],"a":[6],"viable":[7],"solution":[8],"to":[9,19,48],"improving":[10],"human":[11],"performance":[12],"in":[13,66,78],"complex":[14],"environments.":[15,68],"However,":[16],"understanding":[17],"when":[18,45],"prompt,":[20],"pause,":[21],"and":[22,40,46,63,73,84],"terminate":[23],"AA":[24,67],"remains":[25],"unclear.":[26],"Augmenting":[27],"the":[28,37,55],"user":[29],"with":[30],"physiological":[31,62],"sensors":[32],"offers":[33,42],"new":[34],"insight":[35,43],"into":[36,44],"user's":[38],"state,":[39],"thus,":[41],"how":[47],"implement":[49],"AA.":[50],"The":[51],"research":[52],"presented":[53],"investigates":[54],"efficacy":[56],"of":[57,71,86],"prediction":[58],"algorithms":[59],"for":[60,80],"modeling":[61,75],"subjective":[64],"data":[65,89],"A":[69],"comparison":[70],"traditional":[72],"emerging":[74],"methods":[76],"results":[77],"recommendations":[79],"algorithm":[81],"selection,":[82],"generalizability,":[83],"risks":[85],"over":[87],"fitting":[88],"are":[90],"provided.":[91]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
