{"id":"https://openalex.org/W4388726089","doi":"https://doi.org/10.1109/tnnls.2023.3330100","title":"Multiagent-System-Based Attention Mechanism for Predicting Product Popularity: Handling Positive\u2013Negative Diffusion Over Social Networks","display_name":"Multiagent-System-Based Attention Mechanism for Predicting Product Popularity: Handling Positive\u2013Negative Diffusion Over Social Networks","publication_year":2023,"publication_date":"2023-11-16","ids":{"openalex":"https://openalex.org/W4388726089","doi":"https://doi.org/10.1109/tnnls.2023.3330100","pmid":"https://pubmed.ncbi.nlm.nih.gov/37971919"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3330100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3330100","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5028775315","display_name":"Mincan Li","orcid":"https://orcid.org/0000-0001-8552-6893"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mincan Li","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, National Supercomputing Center, Hunan University, Changsha, Hunan, China","National Supercomputing Center, College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-8552-6893","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, National Supercomputing Center, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"National Supercomputing Center, College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699858","display_name":"Zidong Wang","orcid":"https://orcid.org/0000-0002-9576-7401"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zidong Wang","raw_affiliation_strings":["Department of Computer Science, Brunel University London, Uxbridge, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9576-7401","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brunel University London, Uxbridge, U.K","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078793726","display_name":"Kenli Li","orcid":"https://orcid.org/0000-0002-2635-7716"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kenli Li","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, National Supercomputing Center, Hunan University, Changsha, Hunan, China","National Supercomputing Center, College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2635-7716","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, National Supercomputing Center, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"National Supercomputing Center, College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000688713","display_name":"Xiangke Liao","orcid":"https://orcid.org/0000-0002-6125-3330"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangke Liao","raw_affiliation_strings":["Collaborative Innovation Center of High Performance Computing, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of High Performance Computing, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5859,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64655216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"36","issue":"1","first_page":"1925","last_page":"1932"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9815000295639038,"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/popularity","display_name":"Popularity","score":0.8520637154579163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6930373311042786},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6797096133232117},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6676652431488037},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6495189070701599},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6136813759803772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43842029571533203},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4297109842300415},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.42588502168655396},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3551604747772217},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3550257384777069},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32255786657333374},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17372500896453857}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.8520637154579163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6930373311042786},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6797096133232117},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6676652431488037},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6495189070701599},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6136813759803772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43842029571533203},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4297109842300415},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.42588502168655396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3551604747772217},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3550257384777069},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32255786657333374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17372500896453857},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnnls.2023.3330100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3330100","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:37971919","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37971919","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null},{"id":"pmh:oai:bura.brunel.ac.uk:2438/30319","is_oa":false,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/30319","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4000000059604645}],"awards":[{"id":"https://openalex.org/G1671498170","display_name":null,"funder_award_id":"2023JJ40166","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G5572900681","display_name":null,"funder_award_id":"2023JJ40166","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"},{"id":"https://openalex.org/G6331438845","display_name":null,"funder_award_id":"2021ZD40303","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7028239322","display_name":null,"funder_award_id":"62206091","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8946784670","display_name":null,"funder_award_id":"62321003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2001706356","https://openalex.org/W2056609785","https://openalex.org/W2112477171","https://openalex.org/W2136548128","https://openalex.org/W2208595703","https://openalex.org/W2386195190","https://openalex.org/W2590657842","https://openalex.org/W2795034086","https://openalex.org/W2892862852","https://openalex.org/W2901288482","https://openalex.org/W2918988263","https://openalex.org/W2947162211","https://openalex.org/W3016653670","https://openalex.org/W3094071795","https://openalex.org/W3100523681","https://openalex.org/W3106449828","https://openalex.org/W3123174929","https://openalex.org/W3128266512","https://openalex.org/W3157999218","https://openalex.org/W3160953291","https://openalex.org/W3163805047","https://openalex.org/W3181388834","https://openalex.org/W3184223012","https://openalex.org/W3201754621","https://openalex.org/W3205247817","https://openalex.org/W3217161012","https://openalex.org/W4200597037","https://openalex.org/W4206214171","https://openalex.org/W4210849987","https://openalex.org/W4224109353","https://openalex.org/W4293107381","https://openalex.org/W4298308322","https://openalex.org/W4307335331","https://openalex.org/W4312178960","https://openalex.org/W4313476537","https://openalex.org/W4315646692","https://openalex.org/W4319349944","https://openalex.org/W4319787432","https://openalex.org/W4319845401","https://openalex.org/W4323545051","https://openalex.org/W4353071458","https://openalex.org/W4378219617","https://openalex.org/W4383224205","https://openalex.org/W4387102069","https://openalex.org/W4387102551","https://openalex.org/W4387149786","https://openalex.org/W6731467976","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2368049389","https://openalex.org/W2170801710","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706","https://openalex.org/W2477036161"],"abstract_inverted_index":{"This":[0],"brief":[1],"is":[2,24,49,58,70,89,147],"concerned":[3],"with":[4,16,140],"the":[5,28,65,93,109,123,128,151,156],"prediction":[6,134],"problem":[7],"of":[8,30,46,67,111,127,155],"product":[9,31,85],"popularity":[10],"under":[11],"a":[12,21,52,73,144],"social":[13],"network":[14],"(SN)":[15],"positive-negative":[17],"diffusion":[18,86,104],"(PND).":[19],"First,":[20],"PND":[22,103],"model":[23,83],"proposed":[25,129],"to":[26,121,136,149],"enable":[27],"simulation":[29,110],"diffusion,":[32],"and":[33,42,125,131,135,153],"three":[34],"user":[35,48],"states":[36],"are":[37,105,119],"defined.":[38],"Second,":[39],"an":[40,81],"optimal":[41],"precise":[43],"feature":[44,94],"vector":[45],"every":[47],"extracted":[50],"through":[51],"multi-agent-system-based":[53],"attention":[54],"mechanism":[55,66],"(MASAM)":[56],"that":[57],"devised.":[59],"The":[60],"weight":[61],"matrix":[62],"shared":[63],"in":[64,78,114,133],"all":[68],"agents":[69],"learned":[71],"using":[72],"distributed":[74],"learning":[75],"algorithm":[76],"provided":[77,148],"MASAM.":[79,97],"Third,":[80],"MAS":[82],"for":[84,99],"on":[87,92],"SN":[88],"established":[90],"based":[91],"representations":[95],"from":[96],"Rules":[98],"agent":[100],"interaction":[101],"during":[102],"suggested,":[106],"which":[107],"accelerate":[108],"information":[112],"spread":[113],"SN.":[115],"Finally,":[116],"comprehensive":[117],"experiments":[118],"conducted":[120],"verify":[122],"effectiveness":[124],"efficiency":[126],"models":[130],"algorithms":[132],"compare":[137],"their":[138],"performance":[139],"baseline":[141],"methods.":[142],"Furthermore,":[143],"case":[145],"study":[146],"illustrate":[150],"applicability":[152],"extendibility":[154],"developed":[157],"algorithm.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
