{"id":"https://openalex.org/W7140819630","doi":"https://doi.org/10.4018/ijitsa.405416","title":"Aware Particle Swarm Optimization Algorithm for Emotion Recognition and New Media Intelligent Interaction","display_name":"Aware Particle Swarm Optimization Algorithm for Emotion Recognition and New Media Intelligent Interaction","publication_year":2026,"publication_date":"2026-03-26","ids":{"openalex":"https://openalex.org/W7140819630","doi":"https://doi.org/10.4018/ijitsa.405416"},"language":"ng","primary_location":{"id":"doi:10.4018/ijitsa.405416","doi":"https://doi.org/10.4018/ijitsa.405416","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijitsa.405416","pdf_url":null,"source":{"id":"https://openalex.org/S164667806","display_name":"International Journal of Information Technologies and Systems Approach","issn_l":"1935-570X","issn":["1935-570X","1935-5718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","norway-1","poland-40","russia-white-list-4"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technologies and Systems Approach","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.4018/ijitsa.405416","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130380217","display_name":"Guangfu Qu","orcid":"https://orcid.org/0009-0005-1081-8863","observed_orcids":["https://orcid.org/0009-0005-1081-8863"]},"institutions":[{"id":"https://openalex.org/I4403386519","display_name":"Shandong University of Arts","ror":"https://ror.org/04pa05368","country_code":"CN","type":"education","lineage":["https://openalex.org/I4403386519"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangfu Qu","raw_affiliation_strings":["School of Film, Shandong University of Arts, China"],"raw_orcid":"https://orcid.org/0009-0005-1081-8863","affiliations":[{"raw_affiliation_string":"School of Film, Shandong University of Arts, China","institution_ids":["https://openalex.org/I4403386519"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5130380217"],"corresponding_institution_ids":["https://openalex.org/I4403386519"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"1","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T14254","display_name":"Digital Media and Visual Art","score":0.007300000172108412,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T14381","display_name":"Psychiatry, Mental Health, Neuroscience","score":0.0020000000949949026,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/emotion-recognition","display_name":"emotion recognition","score":0.7440000176429749},{"id":"https://openalex.org/keywords/art-therapy","display_name":"art therapy","score":0.746999979019165},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"virtual reality","score":0.9670000076293945},{"id":"https://openalex.org/keywords/multimodal-fusion","display_name":"multimodal fusion","score":0.7419999837875366},{"id":"https://openalex.org/keywords/cross-modal-attention","display_name":"cross-modal attention","score":0.7319999933242798},{"id":"https://openalex.org/keywords/stylegan3","display_name":"StyleGAN3","score":0.8820000290870667},{"id":"https://openalex.org/keywords/personalized-content-generation","display_name":"personalized content generation","score":0.8370000123977661},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.8899999856948853},{"id":"https://openalex.org/keywords/real-time-interaction","display_name":"real-time interaction","score":0.7099999785423279}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8079000115394592},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6520000100135803},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.640999972820282},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.47189998626708984},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.45170000195503235},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.39259999990463257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3880000114440918},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.37790000438690186},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3287999927997589},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2921999990940094},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.2870999872684479},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.2655999958515167},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.2612000107765198},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25459998846054077},{"id":"https://openalex.org/C3017893058","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"User satisfaction","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C149672232","wikidata":"https://www.wikidata.org/wiki/Q337048","display_name":"Adaptive optimization","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijitsa.405416","doi":"https://doi.org/10.4018/ijitsa.405416","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijitsa.405416","pdf_url":null,"source":{"id":"https://openalex.org/S164667806","display_name":"International Journal of Information Technologies and Systems Approach","issn_l":"1935-570X","issn":["1935-570X","1935-5718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","norway-1","poland-40","russia-white-list-4"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technologies and Systems Approach","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4018/ijitsa.405416","doi":"https://doi.org/10.4018/ijitsa.405416","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijitsa.405416","pdf_url":null,"source":{"id":"https://openalex.org/S164667806","display_name":"International Journal of Information Technologies and Systems Approach","issn_l":"1935-570X","issn":["1935-570X","1935-5718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","norway-1","poland-40","russia-white-list-4"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technologies and Systems Approach","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W3030864918","https://openalex.org/W3093376603","https://openalex.org/W3113891030","https://openalex.org/W3175621169","https://openalex.org/W3184407600","https://openalex.org/W3191521292","https://openalex.org/W3194051106","https://openalex.org/W3207091877","https://openalex.org/W4210468276","https://openalex.org/W4211004307","https://openalex.org/W4213096431","https://openalex.org/W4214754834","https://openalex.org/W4220882633","https://openalex.org/W4220969014","https://openalex.org/W4225314303","https://openalex.org/W4226182837","https://openalex.org/W4280626489","https://openalex.org/W4281731103","https://openalex.org/W4283369044","https://openalex.org/W4291899769","https://openalex.org/W4293720708","https://openalex.org/W4294739472","https://openalex.org/W4295747951","https://openalex.org/W4296109379","https://openalex.org/W4297236100","https://openalex.org/W4303427132","https://openalex.org/W4304588487","https://openalex.org/W4311955428","https://openalex.org/W4313892612","https://openalex.org/W4317757464","https://openalex.org/W4319727365","https://openalex.org/W4367838283","https://openalex.org/W4367853844","https://openalex.org/W4378189225","https://openalex.org/W4386282985","https://openalex.org/W4388636032","https://openalex.org/W4391227116","https://openalex.org/W4402071909","https://openalex.org/W4403417412","https://openalex.org/W4404203587","https://openalex.org/W4404522132","https://openalex.org/W4405761372","https://openalex.org/W4407084952"],"related_works":["https://openalex.org/W7122546391","https://openalex.org/W7140281924","https://openalex.org/W3096206745","https://openalex.org/W7128949308","https://openalex.org/W7167023388","https://openalex.org/W4416360884","https://openalex.org/W7153745837","https://openalex.org/W7220391266","https://openalex.org/W7167487685","https://openalex.org/W4401288766"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,51],"challenges":[3],"of":[4,57,98],"lacking":[5],"real-time":[6],"feedback":[7],"and":[8,34,76,95,100,136],"insufficient":[9],"personalization":[10,96],"in":[11,67],"traditional":[12],"art":[13,105],"therapy,":[14],"this":[15],"study":[16,39],"proposes":[17],"a":[18],"Smart":[19],"Emotional":[20],"Healing-Virtual":[21],"Reality":[22],"(SEH-VR)":[23],"model":[24,92],"comprising":[25],"three":[26],"modules:":[27],"multimodal":[28],"emotion":[29,62],"recognition,":[30],"personalized":[31],"content":[32],"generation,":[33],"adaptive":[35],"interaction":[36],"optimization.":[37],"The":[38,116],"contributions":[40],"are":[41],"as":[42],"follows:":[43],"(1)":[44],"A":[45],"cross-modal":[46],"fusion":[47],"algorithm":[48,122],"based":[49],"on":[50],"transformer":[52],"architecture":[53],"with":[54],"dynamic":[55],"allocation":[56],"visual-speech":[58],"attention":[59],"weights":[60],"improves":[61],"recognition":[63],"accuracy":[64],"to":[65,73,80,112,127,140],"0.92":[66],"VR":[68],"scenarios,":[69],"reduces":[70,137],"processing":[71],"latency":[72],"150":[74],"ms,":[75,129],"optimizes":[77,123],"memory":[78],"usage":[79],"1500":[81],"MB.":[82],"(2)":[83],"An":[84],"enhanced":[85],"Style":[86],"Generative":[87],"Adversarial":[88],"Network":[89],"3":[90],"(StyleGAN3)":[91],"achieves":[93],"quality":[94],"scores":[97],"0.85":[99],"0.80,":[101],"respectively,":[102],"for":[103],"generating":[104],"therapy":[106],"content,":[107],"while":[108],"shortening":[109],"generation":[110],"time":[111,126],"45":[113],"seconds.":[114],"(3)":[115],"Context-Aware":[117],"Particle":[118],"Swarm":[119],"Optimization":[120],"(CA-PSO)":[121],"system":[124,138],"response":[125],"120":[128],"stabilizes":[130],"frame":[131],"rate":[132],"at":[133],"50":[134],"fps,":[135],"load":[139],"55%.":[141]},"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2026-03-27T00:00:00"}