{"id":"https://openalex.org/W4412376797","doi":"https://doi.org/10.1111/coin.70093","title":"A Predictive Model for Information Diffusion Combining Individual Association and Group Influence","display_name":"A Predictive Model for Information Diffusion Combining Individual Association and Group Influence","publication_year":2025,"publication_date":"2025-07-13","ids":{"openalex":"https://openalex.org/W4412376797","doi":"https://doi.org/10.1111/coin.70093"},"language":"en","primary_location":{"id":"doi:10.1111/coin.70093","doi":"https://doi.org/10.1111/coin.70093","is_oa":true,"landing_page_url":"https://doi.org/10.1111/coin.70093","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/coin.70093","source":{"id":"https://openalex.org/S56561474","display_name":"Computational Intelligence","issn_l":"0824-7935","issn":["0824-7935","1467-8640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-d","jufo-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/coin.70093","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019447624","display_name":"Huan Ma","orcid":"https://orcid.org/0000-0002-3206-2324","observed_orcids":["https://orcid.org/0000-0002-3206-2324"]},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haohan Ma","raw_affiliation_strings":["School of Computer Science & Engineering Chongqing University of Technology  Chongqing China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering Chongqing University of Technology  Chongqing China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100701271","display_name":"Chao Liu","orcid":"https://orcid.org/0000-0001-6070-9634","observed_orcids":["https://orcid.org/0000-0001-6070-9634"]},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Liu","raw_affiliation_strings":["School of Computer Science & Engineering Chongqing University of Technology  Chongqing China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering Chongqing University of Technology  Chongqing China","institution_ids":["https://openalex.org/I50632499"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100701271"],"corresponding_institution_ids":["https://openalex.org/I50632499"],"apc_list":{"value":2860,"currency":"USD","value_usd":2860},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08748649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"41","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9829000234603882,"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":0.9829000234603882,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.009100000374019146,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.003100000089034438,"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/information-diffusion-prediction","display_name":"information diffusion prediction","score":0.9350000023841858},{"id":"https://openalex.org/keywords/social-homophily","display_name":"social homophily","score":0.7570000290870667},{"id":"https://openalex.org/keywords/group-influence","display_name":"group influence","score":0.9779999852180481},{"id":"https://openalex.org/keywords/hypergraph-attention-network","display_name":"hypergraph attention network","score":0.9269999861717224}],"concepts":[{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.47390758991241455},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.4329800307750702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40310531854629517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38761699199676514},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28318941593170166},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1150256097316742},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/coin.70093","doi":"https://doi.org/10.1111/coin.70093","is_oa":true,"landing_page_url":"https://doi.org/10.1111/coin.70093","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/coin.70093","source":{"id":"https://openalex.org/S56561474","display_name":"Computational Intelligence","issn_l":"0824-7935","issn":["0824-7935","1467-8640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-d","jufo-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1111/coin.70093","doi":"https://doi.org/10.1111/coin.70093","is_oa":true,"landing_page_url":"https://doi.org/10.1111/coin.70093","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/coin.70093","source":{"id":"https://openalex.org/S56561474","display_name":"Computational Intelligence","issn_l":"0824-7935","issn":["0824-7935","1467-8640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-d","jufo-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321135","display_name":"Chongqing University","ror":"https://ror.org/023rhb549"},{"id":"https://openalex.org/F4320322955","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477"},{"id":"https://openalex.org/F4320327639","display_name":"Centre Scientifique et Technique du B\u00e2timent","ror":"https://ror.org/02fsd1928"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412376797.pdf","grobid_xml":"https://content.openalex.org/works/W4412376797.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W64303246","https://openalex.org/W1994473607","https://openalex.org/W2029535444","https://openalex.org/W2041157860","https://openalex.org/W2078939860","https://openalex.org/W2096563449","https://openalex.org/W2117949357","https://openalex.org/W2510535358","https://openalex.org/W2596499466","https://openalex.org/W2897605361","https://openalex.org/W2907927214","https://openalex.org/W2911677438","https://openalex.org/W2943977421","https://openalex.org/W2949377321","https://openalex.org/W2963493749","https://openalex.org/W2971779724","https://openalex.org/W3002293096","https://openalex.org/W3028571922","https://openalex.org/W3133932448","https://openalex.org/W3196754906","https://openalex.org/W3211008224","https://openalex.org/W3212331806","https://openalex.org/W4213413599","https://openalex.org/W4226460857","https://openalex.org/W4232212779","https://openalex.org/W4250331344","https://openalex.org/W4283807147","https://openalex.org/W4297095252","https://openalex.org/W4384819716","https://openalex.org/W4388953041","https://openalex.org/W4393042722","https://openalex.org/W4398188172"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"ABSTRACT":[0],"Micro\u2010level":[1],"prediction":[2],"of":[3,27,58,72,142,145],"information":[4],"diffusion":[5,16,60,108,147,196],"aims":[6],"to":[7,12,48,54,123,135,166,180],"predict":[8],"the":[9,15,25,32,65,70,84,143,195,210],"next":[10],"user":[11,107,146,184],"participate":[13],"in":[14,24,215],"process,":[17],"and":[18,99,159,185,217,221],"it":[19],"is":[20,111,132,154,164,178],"an":[21,55],"important":[22],"task":[23],"field":[26],"social":[28,46,51],"network":[29,163],"analysis.":[30],"However,":[31],"existing":[33],"research":[34],"has":[35],"two":[36],"main":[37],"issues.":[38],"On":[39,64],"one":[40],"hand,":[41,67],"they":[42,68],"rely":[43],"solely":[44],"on":[45,75,114,149,188,203],"relationships":[47,61,148],"learn":[49,124,167],"users'":[50,125,168],"homophily,":[52],"leading":[53],"insufficient":[56],"capture":[57,181],"complex":[59],"among":[62],"users.":[63],"other":[66],"overlook":[69],"impact":[71,144],"group":[73,186],"influence":[74],"cascade":[76,115,189],"diffusion,":[77],"which":[78],"limits":[79],"predictive":[80,91],"performance.":[81],"To":[82],"address":[83],"above":[85],"issues,":[86],"this":[87],"study":[88],"proposes":[89],"a":[90,106,118,152,160,174,192],"model":[92,212],"for":[93,139,198],"Information":[94],"Diffusion":[95],"combining":[96],"Individual":[97],"Association":[98],"Group":[100],"Influence,":[101],"denoted":[102],"by":[103,219],"IGIDP.":[104],"First,":[105],"association":[109],"graph":[110],"constructed":[112],"based":[113],"sequences,":[116],"using":[117],"Graph":[119],"Convolutional":[120],"Network":[121],"(GCN)":[122],"structural":[126],"features.":[127],"A":[128],"gated":[129],"fusion":[130],"mechanism":[131],"then":[133],"employed":[134],"enhance":[136],"feature":[137,171],"representation":[138],"better":[140],"learning":[141],"cascades.":[150],"Next,":[151],"hypergraph":[153,161],"built":[155],"through":[156],"user\u2010cascade":[157],"interactions,":[158],"attention":[162],"introduced":[165],"global":[169],"interaction":[170],"representations.":[172],"Then,":[173],"novel":[175],"Transformer":[176],"variant":[177],"designed":[179],"both":[182],"individual":[183],"effects":[187],"diffusion.":[190],"Finally,":[191],"decoder":[193],"provides":[194],"probability":[197],"each":[199],"user.":[200],"Experimental":[201],"results":[202],"four":[204],"public,":[205],"real\u2010world":[206],"datasets":[207],"show":[208],"that":[209],"IGIDP":[211],"achieves":[213],"improvements":[214],"Hits@":[216],"Map@":[218],"0.42%\u201320.94%":[220],"1.66%\u201325.20%,":[222],"respectively.":[223]},"counts_by_year":[],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}