{"id":"https://openalex.org/W4289886757","doi":"https://doi.org/10.1631/fitee.2100335","title":"Parallel cognition: hybrid intelligence for human-machine interaction and management","display_name":"Parallel cognition: hybrid intelligence for human-machine interaction and management","publication_year":2022,"publication_date":"2022-08-04","ids":{"openalex":"https://openalex.org/W4289886757","doi":"https://doi.org/10.1631/fitee.2100335"},"language":"en","primary_location":{"id":"doi:10.1631/fitee.2100335","is_oa":true,"landing_page_url":"https://doi.org/10.1631/fitee.2100335","pdf_url":"https://link.springer.com/content/pdf/10.1631/FITEE.2100335.pdf","source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology &amp; Electronic Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1631/FITEE.2100335.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025706580","display_name":"Peijun Ye","orcid":"https://orcid.org/0000-0001-9987-9016"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peijun Ye","raw_affiliation_strings":["State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112719601","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0002-0008-0659"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210112270","display_name":"Qingdao Academy of Intelligent Industries","ror":"https://ror.org/02a0rnh86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["Qingdao Academy of Intelligent Industries, Qingdao, 266109, China","State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China"],"affiliations":[{"raw_affiliation_string":"Qingdao Academy of Intelligent Industries, Qingdao, 266109, China","institution_ids":["https://openalex.org/I4210112270"]},{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088111638","display_name":"Wenbo Zheng","orcid":"https://orcid.org/0000-0001-9732-3217"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbo Zheng","raw_affiliation_strings":["School of Software Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, China","School of Software Engineering, Xi'an Jiaotong University, Xi'an, 710049, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Software Engineering, Xi'an Jiaotong University, Xi'an, 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087825639","display_name":"Qinglai Wei","orcid":"https://orcid.org/0000-0001-7002-9800"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Qinglai Wei","raw_affiliation_strings":["Macao Institute of System Engineering, Macau University of Science and Technology, Macau, 999078, China","State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China"],"affiliations":[{"raw_affiliation_string":"Macao Institute of System Engineering, Macau University of Science and Technology, Macau, 999078, China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113600509","display_name":"Fei\u2010Yue Wang","orcid":"https://orcid.org/0000-0001-9185-3989"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210112270","display_name":"Qingdao Academy of Intelligent Industries","ror":"https://ror.org/02a0rnh86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112270"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["Macao Institute of System Engineering, Macau University of Science and Technology, Macau, 999078, China","Qingdao Academy of Intelligent Industries, Qingdao, 266109, China","State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China"],"affiliations":[{"raw_affiliation_string":"Macao Institute of System Engineering, Macau University of Science and Technology, Macau, 999078, China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Qingdao Academy of Intelligent Industries, Qingdao, 266109, China","institution_ids":["https://openalex.org/I4210112270"]},{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025706580"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"],"apc_list":null,"apc_paid":null,"fwci":5.1807,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.96595544,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"23","issue":"12","first_page":"1765","last_page":"1779"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"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":0.9993000030517578,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9890000224113464,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9864000082015991,"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/cognition","display_name":"Cognition","score":0.7566012144088745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6766643524169922},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5120609402656555},{"id":"https://openalex.org/keywords/deliberation","display_name":"Deliberation","score":0.5045071840286255},{"id":"https://openalex.org/keywords/motor-cognition","display_name":"Motor cognition","score":0.48593512177467346},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.4522668421268463},{"id":"https://openalex.org/keywords/cognitive-robotics","display_name":"Cognitive robotics","score":0.4460078477859497},{"id":"https://openalex.org/keywords/social-cognition","display_name":"Social cognition","score":0.44552552700042725},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.4154955744743347},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37007999420166016},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3600351810455322},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3235574960708618},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25848719477653503},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.09020552039146423}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.7566012144088745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6766643524169922},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5120609402656555},{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.5045071840286255},{"id":"https://openalex.org/C123950299","wikidata":"https://www.wikidata.org/wiki/Q6918184","display_name":"Motor cognition","level":4,"score":0.48593512177467346},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.4522668421268463},{"id":"https://openalex.org/C192327766","wikidata":"https://www.wikidata.org/wiki/Q1038799","display_name":"Cognitive robotics","level":3,"score":0.4460078477859497},{"id":"https://openalex.org/C86658582","wikidata":"https://www.wikidata.org/wiki/Q1432778","display_name":"Social cognition","level":3,"score":0.44552552700042725},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.4154955744743347},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37007999420166016},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3600351810455322},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3235574960708618},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25848719477653503},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.09020552039146423},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1631/fitee.2100335","is_oa":true,"landing_page_url":"https://doi.org/10.1631/fitee.2100335","pdf_url":"https://link.springer.com/content/pdf/10.1631/FITEE.2100335.pdf","source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology &amp; Electronic Engineering","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9362085","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9362085","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Inform Technol Electron Eng","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1631/fitee.2100335","is_oa":true,"landing_page_url":"https://doi.org/10.1631/fitee.2100335","pdf_url":"https://link.springer.com/content/pdf/10.1631/FITEE.2100335.pdf","source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology &amp; Electronic Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2506547696","display_name":null,"funder_award_id":"62076237","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4744635054","display_name":null,"funder_award_id":"2021130","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G565686627","display_name":null,"funder_award_id":"2021130","funder_id":"https://openalex.org/F4320322847","funder_display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences"},{"id":"https://openalex.org/G5938002141","display_name":null,"funder_award_id":"62073321","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6258415954","display_name":null,"funder_award_id":"Chinese","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7164151747","display_name":null,"funder_award_id":"U181146","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8766189937","display_name":null,"funder_award_id":"2021130","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"},{"id":"https://openalex.org/F4320335892","display_name":"Youth Innovation Promotion Association","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4289886757.pdf","grobid_xml":"https://content.openalex.org/works/W4289886757.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1527571715","https://openalex.org/W1565760860","https://openalex.org/W1836263003","https://openalex.org/W1905540219","https://openalex.org/W1968079292","https://openalex.org/W1980737345","https://openalex.org/W1983502914","https://openalex.org/W1991642410","https://openalex.org/W2000770092","https://openalex.org/W2004796357","https://openalex.org/W2025677997","https://openalex.org/W2039483201","https://openalex.org/W2040021436","https://openalex.org/W2044084419","https://openalex.org/W2083920471","https://openalex.org/W2102449439","https://openalex.org/W2105563024","https://openalex.org/W2128702390","https://openalex.org/W2133221754","https://openalex.org/W2137016812","https://openalex.org/W2144534164","https://openalex.org/W2147479622","https://openalex.org/W2154703456","https://openalex.org/W2159408972","https://openalex.org/W2170148494","https://openalex.org/W2341579967","https://openalex.org/W2756196452","https://openalex.org/W2765363058","https://openalex.org/W2777363140","https://openalex.org/W2790260713","https://openalex.org/W2892018721","https://openalex.org/W2904131654","https://openalex.org/W2953151079","https://openalex.org/W2963690694","https://openalex.org/W2985233573","https://openalex.org/W2994935382","https://openalex.org/W2999265262","https://openalex.org/W3026354358","https://openalex.org/W3034205192","https://openalex.org/W3041501620","https://openalex.org/W3047512401","https://openalex.org/W3093006710","https://openalex.org/W3126598676","https://openalex.org/W3151903686","https://openalex.org/W3177968589","https://openalex.org/W4245650488","https://openalex.org/W6629821790","https://openalex.org/W6638782989","https://openalex.org/W6981939725"],"related_works":["https://openalex.org/W2159025961","https://openalex.org/W2056968562","https://openalex.org/W2115350929","https://openalex.org/W2391367112","https://openalex.org/W2964506265","https://openalex.org/W2008290809","https://openalex.org/W4250901525","https://openalex.org/W2363705589","https://openalex.org/W2377457529","https://openalex.org/W2140883320"],"abstract_inverted_index":{"As":[0],"an":[1,124],"interdisciplinary":[2],"research":[3,54],"approach,":[4],"traditional":[5],"cognitive":[6,68,80,126,139],"science":[7],"adopts":[8],"mainly":[9],"the":[10,27,40,61],"experiment,":[11],"induction,":[12],"modeling,":[13],"and":[14,36,45,70,89,114,138,150,156,166],"validation":[15],"paradigm.":[16],"Such":[17],"models":[18],"are":[19],"sometimes":[20],"not":[21],"applicable":[22],"in":[23,47,72,162],"cyber-physical-social-systems":[24],"(CPSSs),":[25],"where":[26],"large":[28],"number":[29],"of":[30,63,99],"human":[31,153],"users":[32],"involves":[33],"severe":[34],"heterogeneity":[35],"dynamics.":[37],"To":[38,96],"reduce":[39],"decision-making":[41],"conflicts":[42],"between":[43],"people":[44],"machines":[46],"human-centered":[48],"systems,":[49],"we":[50],"propose":[51],"a":[52,104,111],"new":[53],"paradigm":[55],"called":[56],"parallel":[57,93,145],"cognition":[58,76,84,91,146],"that":[59,143],"uses":[60],"system":[62],"intelligent":[64],"techniques":[65],"to":[66,121],"investigate":[67],"activities":[69],"functionals":[71],"three":[73],"stages:":[74],"descriptive":[75],"based":[77,108],"on":[78,109,130],"artificial":[79],"systems":[81],"(ACSs),":[82],"predictive":[83],"with":[85],"computational":[86],"deliberation":[87],"experiments,":[88],"prescriptive":[90],"via":[92],"behavioral":[94,116,136,154],"prescription.":[95],"make":[97],"iteration":[98],"these":[100],"stages":[101],"constantly":[102],"on-line,":[103],"hybrid":[105],"learning":[106,147],"method":[107],"both":[110,163],"psychological":[112],"model":[113],"user":[115],"data":[117],"is":[118,148],"further":[119],"proposed":[120],"adaptively":[122],"learn":[123],"individual\u2019s":[125],"knowledge.":[127],"Preliminary":[128],"experiments":[129],"two":[131],"representative":[132],"scenarios,":[133],"urban":[134],"travel":[135],"prescription":[137],"visual":[140],"reasoning,":[141],"indicate":[142],"our":[144],"effective":[149],"feasible":[151],"for":[152],"prescription,":[155],"can":[157],"thus":[158],"facilitate":[159],"human-machine":[160],"cooperation":[161],"complex":[164],"engineering":[165],"social":[167],"systems.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
