{"id":"https://openalex.org/W4360619264","doi":"https://doi.org/10.1007/s40747-023-00994-9","title":"Quantification study of mental load state based on AHP\u2013TOPSIS integration extended with cloud model: methodological and experimental research","display_name":"Quantification study of mental load state based on AHP\u2013TOPSIS integration extended with cloud model: methodological and experimental research","publication_year":2023,"publication_date":"2023-03-23","ids":{"openalex":"https://openalex.org/W4360619264","doi":"https://doi.org/10.1007/s40747-023-00994-9"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-023-00994-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-00994-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-00994-9.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-00994-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037049019","display_name":"Xin Zheng","orcid":"https://orcid.org/0000-0003-1877-9430"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Zheng","raw_affiliation_strings":["School of Resources and Civil Engineering, Northeastern University, Shenyang, 110819, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Civil Engineering, Northeastern University, Shenyang, 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063017055","display_name":"Tengteng Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tengteng Hao","raw_affiliation_strings":["School of Resources and Civil Engineering, Northeastern University, Shenyang, 110819, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Civil Engineering, Northeastern University, Shenyang, 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100670142","display_name":"Huiyu Wang","orcid":"https://orcid.org/0000-0002-6622-3579"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyu Wang","raw_affiliation_strings":["School of Resources and Civil Engineering, Northeastern University, Shenyang, 110819, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Civil Engineering, Northeastern University, Shenyang, 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101586329","display_name":"Kaili Xu","orcid":"https://orcid.org/0000-0002-1681-4469"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaili Xu","raw_affiliation_strings":["School of Resources and Civil Engineering, Northeastern University, Shenyang, 110819, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Civil Engineering, Northeastern University, Shenyang, 110819, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037049019"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":2.2306,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87951602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"5","first_page":"5501","last_page":"5525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9549999833106995,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9491999745368958,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.8120640516281128},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.7380636930465698},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5721457600593567},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5642593502998352},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.4536549150943756},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43419700860977173},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4312957525253296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32795557379722595},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.29862678050994873},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2695157825946808},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.268996000289917}],"concepts":[{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.8120640516281128},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.7380636930465698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5721457600593567},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5642593502998352},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.4536549150943756},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43419700860977173},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4312957525253296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32795557379722595},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.29862678050994873},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2695157825946808},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.268996000289917},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-023-00994-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-00994-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-00994-9.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5bf2eac68c9e48c2bed85896d46b8a6d","is_oa":true,"landing_page_url":"https://doaj.org/article/5bf2eac68c9e48c2bed85896d46b8a6d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 9, Iss 5, Pp 5501-5525 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-023-00994-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-00994-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-00994-9.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"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/G4415087790","display_name":null,"funder_award_id":"52074066","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/G6624196571","display_name":null,"funder_award_id":"2021YFC","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6871011136","display_name":null,"funder_award_id":"N180104018","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7882345488","display_name":null,"funder_award_id":"2021YFC3001303","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8363160178","display_name":null,"funder_award_id":"18010401","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8588555916","display_name":null,"funder_award_id":"N180104018","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4360619264.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W196670583","https://openalex.org/W1489143527","https://openalex.org/W1975102696","https://openalex.org/W1995376452","https://openalex.org/W2015783558","https://openalex.org/W2029928062","https://openalex.org/W2038914522","https://openalex.org/W2054391481","https://openalex.org/W2080011176","https://openalex.org/W2086090813","https://openalex.org/W2142092840","https://openalex.org/W2143474545","https://openalex.org/W2152905082","https://openalex.org/W2157289187","https://openalex.org/W2414078667","https://openalex.org/W2494087419","https://openalex.org/W2587508923","https://openalex.org/W2759190050","https://openalex.org/W2759417358","https://openalex.org/W2801760273","https://openalex.org/W2898904685","https://openalex.org/W2907173877","https://openalex.org/W2907477193","https://openalex.org/W2937190921","https://openalex.org/W3021640131","https://openalex.org/W3085650329","https://openalex.org/W3128127550","https://openalex.org/W3174210966","https://openalex.org/W4250445821","https://openalex.org/W4303045369","https://openalex.org/W4378619706"],"related_works":["https://openalex.org/W3006483227","https://openalex.org/W4235282010","https://openalex.org/W2142071684","https://openalex.org/W2385413488","https://openalex.org/W2355536739","https://openalex.org/W2322700324","https://openalex.org/W2295782676","https://openalex.org/W2351959113","https://openalex.org/W4381430929","https://openalex.org/W2191080415"],"abstract_inverted_index":{"Abstract":[0],"Mental":[1],"load":[2,36,44,74,101,114,158,173,188],"affects":[3],"the":[4,19,29,42,56,112,117,120,124,138,141,147,156,161,166,183,186,208],"work":[5],"efficiency":[6,20],"and":[7,12,21,62,87,98,123,131,153,190,213],"mental":[8,35,43,73,100,113,157,172,187,209],"health":[9,192],"of":[10,23,33,46,72,116,126,140,185,193,200,211],"operators,":[11],"it":[13],"has":[14],"a":[15,127,177,204],"vital":[16],"effect":[17],"on":[18],"reliability":[22],"human\u2013machine":[24],"systems.":[25],"In":[26],"this":[27,201],"study,":[28],"evaluation":[30,70,130,150,169,175],"index":[31],"system":[32,49],"operators\u2019":[34,57],"was":[37,50,108],"used":[38,135],"to":[39,94,110,136],"quantitatively":[40],"evaluate":[41,111],"state":[45,115,174,189,210],"workers.":[47],"The":[48,143,198],"established":[51],"by":[52,92],"selecting":[53],"indices":[54],"from":[55],"physiological":[58],"parameters,":[59],"subjective":[60,132],"feelings,":[61],"time":[63],"perception.":[64],"We":[65],"propose":[66],"an":[67],"extended":[68,148,164],"cloud":[69,78],"model":[71,79],"states":[75],"that":[76,146],"combines":[77],"(CM)":[80],"theory":[81,168],"with":[82,165],"analytic":[83],"hierarchy":[84],"process":[85],"(AHP)":[86],"technique":[88],"for":[89,181,206,217],"order":[90],"preference":[91],"similarity":[93],"ideal":[95],"solution":[96],"(TOPSIS)":[97],"provides":[99,176],"levels.":[102],"An":[103],"energetic":[104],"material":[105],"initiation":[106],"experiment":[107],"conducted":[109],"operators":[118],"using":[119],"proposed":[121],"method,":[122],"results":[125,144,199],"fuzzy":[128],"comprehensive":[129],"questionnaire":[133],"were":[134],"verify":[137],"performance":[139],"method.":[142],"show":[145],"CM":[149,167],"method":[151,170,180],"scientifically":[152],"reliably":[154],"quantified":[155],"state.":[159],"Applying":[160],"AHP-TOPSIS":[162],"integration":[163],"in":[171,195],"new":[178],"scientific":[179],"studying":[182],"quantification":[184],"occupational":[191,215],"workers":[194],"hazardous":[196],"environments.":[197],"study":[202],"are":[203],"reference":[205],"assessing":[207],"personnel":[212],"analyzing":[214],"suitability":[216],"dangerous":[218],"posts.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}