{"id":"https://openalex.org/W4407782868","doi":"https://doi.org/10.1109/access.2025.3544096","title":"Multi-Agent-Based Cognitive Intelligence in Non-Linear Mental Healthcare-Based Situations","display_name":"Multi-Agent-Based Cognitive Intelligence in Non-Linear Mental Healthcare-Based Situations","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407782868","doi":"https://doi.org/10.1109/access.2025.3544096"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3544096","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3544096","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3544096","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064350133","display_name":"Kiran Saleem","orcid":"https://orcid.org/0000-0003-0278-6492"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kiran Saleem","raw_affiliation_strings":["School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-0278-6492","affiliations":[{"raw_affiliation_string":"School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073019766","display_name":"Misbah Saleem","orcid":null},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Misbah Saleem","raw_affiliation_strings":["Department of Food Science and Technology, Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, Thailand","Independent researcher, chiang mai, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Food Science and Technology, Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, Thailand","institution_ids":["https://openalex.org/I48076826"]},{"raw_affiliation_string":"Independent researcher, chiang mai, Thailand","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089600920","display_name":"Ahmad Almogren","orcid":"https://orcid.org/0000-0002-8253-9709"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmad Almogren","raw_affiliation_strings":["Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia","Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-8253-9709","affiliations":[{"raw_affiliation_string":"Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Alanod Almogren","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Alanod Almogren","raw_affiliation_strings":["Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia","Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","Department of Biochemistry, College of Science, King Saud University, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Biochemistry, College of Science, King Saud University, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012031761","display_name":"Upinder Kaur","orcid":"https://orcid.org/0000-0002-5638-474X"},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Upinder Kaur","raw_affiliation_strings":["School of Computer Science and Engineering, Lovely Professional University, Phagwara, India","Department of Computer Science and Engineering, Lovely Professional University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Lovely Professional University, Phagwara, India","institution_ids":["https://openalex.org/I110360157"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Lovely Professional University, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055981334","display_name":"Salil Bharany","orcid":"https://orcid.org/0000-0002-2282-0419"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Salil Bharany","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India","Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0002-2282-0419","affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037676122","display_name":"Ateeq Ur Rehman","orcid":"https://orcid.org/0000-0001-5203-0621"},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ateeq Ur Rehman","raw_affiliation_strings":["School of Computing, Gachon University, Seongnam-si, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-5203-0621","affiliations":[{"raw_affiliation_string":"School of Computing, Gachon University, Seongnam-si, Republic of Korea","institution_ids":["https://openalex.org/I12832649"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5064350133"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":19.4597,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9898738,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"36162","last_page":"36174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.4366999864578247,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.4366999864578247,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13283","display_name":"Mental Health Research Topics","score":0.4293000102043152,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-healthcare","display_name":"Mental healthcare","score":0.7858019471168518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6629290580749512},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5823720693588257},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5493344068527222},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.4189223051071167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36314210295677185},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1766621470451355},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.12913358211517334}],"concepts":[{"id":"https://openalex.org/C2992695702","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental healthcare","level":3,"score":0.7858019471168518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6629290580749512},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5823720693588257},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5493344068527222},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.4189223051071167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36314210295677185},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1766621470451355},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.12913358211517334},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3544096","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3544096","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8d1b3082b4a641399f6ba68ae31babf2","is_oa":true,"landing_page_url":"https://doaj.org/article/8d1b3082b4a641399f6ba68ae31babf2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 36162-36174 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3544096","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3544096","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G5003927512","display_name":null,"funder_award_id":"RSP2025R184","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1965895579","https://openalex.org/W2155272711","https://openalex.org/W2979737906","https://openalex.org/W3004865002","https://openalex.org/W3011716991","https://openalex.org/W3037123698","https://openalex.org/W3095681026","https://openalex.org/W3098830462","https://openalex.org/W3121633856","https://openalex.org/W3126956414","https://openalex.org/W3162208654","https://openalex.org/W3169222089","https://openalex.org/W4205549871","https://openalex.org/W4214830197","https://openalex.org/W4285162927","https://openalex.org/W4293105700","https://openalex.org/W4322577517","https://openalex.org/W4366606898","https://openalex.org/W4377084726","https://openalex.org/W4381741509","https://openalex.org/W4385623600","https://openalex.org/W4394579404","https://openalex.org/W4394625283","https://openalex.org/W4400875496","https://openalex.org/W4403122243"],"related_works":["https://openalex.org/W4236295164","https://openalex.org/W2090334687","https://openalex.org/W4387455108","https://openalex.org/W2599641668","https://openalex.org/W4400397475","https://openalex.org/W3139055845","https://openalex.org/W3214371105","https://openalex.org/W3196635929","https://openalex.org/W3120669673","https://openalex.org/W2561578570"],"abstract_inverted_index":{"This":[0,112],"study":[1],"introduces":[2],"a":[3,27,85,125],"novel":[4],"framework":[5,139],"for":[6,80,128],"the":[7,16,53,138],"early":[8],"detection":[9],"of":[10,18,68,110],"anxiety":[11],"and":[12,22,37,51,73,114,146],"depression":[13],"symptoms":[14],"through":[15],"integration":[17],"Ambient":[19],"Intelligence":[20],"(AmI)":[21],"Multi-Agent":[23],"Systems":[24],"(MAS).":[25],"Leveraging":[26],"Belief-Desire-Intention":[28],"(BDI)":[29],"reasoning":[30],"mechanism,":[31],"our":[32],"system":[33,64],"enables":[34],"real-time":[35],"monitoring":[36],"intervention":[38],"with":[39,140],"high":[40],"precision.":[41],"Compared":[42],"to":[43,76,104,150],"existing":[44],"methods":[45],"such":[46],"as":[47],"PMMHA,":[48],"DWDM,":[49],"MHL,":[50],"SMAD,":[52],"proposed":[54],"methodology":[55],"demonstrates":[56],"significant":[57],"improvements":[58],"in":[59,120],"multiple":[60],"performance":[61],"metrics.":[62],"The":[63],"achieves":[65],"an":[66],"accuracy":[67],"95%,":[69],"surpassing":[70],"competing":[71],"approaches,":[72],"reduces":[74],"latency":[75],"under":[77],"6":[78],"milliseconds":[79],"emergent":[81],"decision-making.":[82],"It":[83],"maintains":[84],"success":[86],"rate":[87],"above":[88],"95%":[89],"while":[90],"effectively":[91],"managing":[92],"energy":[93],"consumption,":[94],"which":[95],"increases":[96],"non-linearly":[97],"from":[98],"1.0":[99],"Joules":[100,106],"at":[101,107],"100":[102],"KB":[103,109],"6.1":[105],"1000":[108],"data.":[111],"scalable":[113],"adaptive":[115],"approach":[116],"addresses":[117],"critical":[118],"limitations":[119],"mental":[121,130,143],"health":[122,144],"detection,":[123],"offering":[124],"reliable":[126],"solution":[127],"improving":[129],"healthcare.":[131],"Future":[132],"work":[133],"will":[134],"focus":[135],"on":[136],"testing":[137],"publicly":[141],"available":[142],"datasets":[145],"conducting":[147],"clinical":[148],"trials":[149],"further":[151],"validate":[152],"its":[153],"efficacy.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
