{"id":"https://openalex.org/W4398188172","doi":"https://doi.org/10.1109/tnse.2024.3403652","title":"RD-GCN: A Role-Based Dynamic Graph Convolutional Network for Information Diffusion Prediction","display_name":"RD-GCN: A Role-Based Dynamic Graph Convolutional Network for Information Diffusion Prediction","publication_year":2024,"publication_date":"2024-05-21","ids":{"openalex":"https://openalex.org/W4398188172","doi":"https://doi.org/10.1109/tnse.2024.3403652"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2024.3403652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3403652","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5109722347","display_name":"Jingkai Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingkai Ye","raw_affiliation_strings":["School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001002231","display_name":"Qing Bao","orcid":"https://orcid.org/0000-0002-3550-5098"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Bao","raw_affiliation_strings":["School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041210918","display_name":"Ming Xu","orcid":"https://orcid.org/0000-0001-9332-5258"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Xu","raw_affiliation_strings":["School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031166307","display_name":"Jian Xu","orcid":"https://orcid.org/0000-0002-0583-5512"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Xu","raw_affiliation_strings":["School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052068543","display_name":"Hongjun Qiu","orcid":"https://orcid.org/0000-0003-3239-4473"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjun Qiu","raw_affiliation_strings":["School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005761664","display_name":"Pengfei Jiao","orcid":"https://orcid.org/0000-0003-1049-1002"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Jiao","raw_affiliation_strings":["School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Cyberspace, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109722347"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":3.0748,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91784985,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"5","first_page":"4923","last_page":"4937"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9904000163078308,"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":0.9904000163078308,"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":0.9485999941825867,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9253000020980835,"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/computer-science","display_name":"Computer science","score":0.6343194246292114},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5605618357658386},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3539455533027649},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3308046758174896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6343194246292114},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5605618357658386},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3539455533027649},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3308046758174896}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2024.3403652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3403652","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1547720241","display_name":null,"funder_award_id":"61572165","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2104497133","display_name":null,"funder_award_id":"61806061","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4272018260","display_name":null,"funder_award_id":"61803135","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5457408167","display_name":null,"funder_award_id":"62372146","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7805760071","display_name":null,"funder_award_id":"61702150","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8068717650","display_name":null,"funder_award_id":"62071327","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W122652761","https://openalex.org/W1572431862","https://openalex.org/W1856548066","https://openalex.org/W1973956316","https://openalex.org/W2001325956","https://openalex.org/W2037970810","https://openalex.org/W2057685268","https://openalex.org/W2061820396","https://openalex.org/W2073902783","https://openalex.org/W2078939860","https://openalex.org/W2112896229","https://openalex.org/W2127492100","https://openalex.org/W2156716308","https://openalex.org/W2296752489","https://openalex.org/W2339300445","https://openalex.org/W2489369235","https://openalex.org/W2509830164","https://openalex.org/W2551441958","https://openalex.org/W2569283211","https://openalex.org/W2605191235","https://openalex.org/W2607500032","https://openalex.org/W2740189214","https://openalex.org/W2767220239","https://openalex.org/W2784974433","https://openalex.org/W2788792565","https://openalex.org/W2808867307","https://openalex.org/W2809583854","https://openalex.org/W2897605361","https://openalex.org/W2897757923","https://openalex.org/W2897862648","https://openalex.org/W2907927214","https://openalex.org/W2945787705","https://openalex.org/W2951851909","https://openalex.org/W2952395191","https://openalex.org/W2963146368","https://openalex.org/W2963493749","https://openalex.org/W2965635372","https://openalex.org/W2966382042","https://openalex.org/W2971779724","https://openalex.org/W2983067441","https://openalex.org/W2995004090","https://openalex.org/W2997128522","https://openalex.org/W3001111845","https://openalex.org/W3002293096","https://openalex.org/W3003772828","https://openalex.org/W3040043284","https://openalex.org/W3104249938","https://openalex.org/W3114652457","https://openalex.org/W3125952634","https://openalex.org/W3133932448","https://openalex.org/W3163325638","https://openalex.org/W3194272689","https://openalex.org/W3216694774","https://openalex.org/W4200534804","https://openalex.org/W4207062525","https://openalex.org/W4220822815","https://openalex.org/W4224247675","https://openalex.org/W4224252666","https://openalex.org/W4225410874","https://openalex.org/W4226460857","https://openalex.org/W4281653831","https://openalex.org/W4283807147","https://openalex.org/W4291148198","https://openalex.org/W4292688094","https://openalex.org/W4297095252","https://openalex.org/W4312056168","https://openalex.org/W4312946826","https://openalex.org/W4320024297","https://openalex.org/W4360584286","https://openalex.org/W4365459358","https://openalex.org/W4385245566","https://openalex.org/W6684199539","https://openalex.org/W6726873649"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Information":[0],"diffusion":[1,30,34,55,145],"prediction":[2],"is":[3,69,147],"an":[4,19],"important":[5],"task":[6],"which":[7,68,125],"attempts":[8],"to":[9,50,93,152,173,178],"predict":[10],"the":[11,25,29,44,63,81,127,139,143,197],"potential":[12],"users":[13],"that":[14,190],"will":[15],"be":[16,179],"affected":[17],"in":[18,28,39],"information":[20,134],"cascade.":[21],"Existing":[22],"studies":[23],"utilize":[24],"user":[26,37,52,66,107,131],"interactions":[27],"graphs":[31],"with":[32],"past":[33],"records":[35],"and":[36,42,133,136,154,157,165],"relationships":[38],"social":[40,166],"networks,":[41,64],"capture":[43],"structural":[45,60],"proximity":[46],"of":[47,62,70,83,95,129,199],"those":[48,162],"networks":[49],"model":[51],"similarities":[53],"for":[54],"prediction.":[56],"However,":[57],"they":[58],"ignore":[59],"similarity":[61],"namely":[65],"roles,":[67],"great":[71],"significance.":[72],"Actually,":[73],"a":[74,100,117],"user's":[75],"future":[76],"reposting":[77],"behavior":[78],"depends":[79],"on":[80,185],"roles":[82,108,132,158],"previous":[84],"participants.":[85],"For":[86],"instance,":[87],"sometimes":[88],"people":[89],"may":[90],"not":[91],"respond":[92],"discussions":[94],"their":[96],"so-so":[97],"friends":[98],"until":[99],"more":[101],"influential":[102],"friend":[103],"joins":[104],"in.":[105],"Also,":[106,168],"change":[109],"over":[110],"time.":[111],"In":[112],"this":[113],"paper,":[114],"we":[115],"propose":[116],"novel":[118],"Role-based":[119],"Dynamic":[120],"Graph":[121],"Convolutional":[122],"Network":[123],"(RD-GCN)":[124],"captures":[126],"dependencies":[128],"dynamic":[130],"diffusion,":[135],"jointly":[137],"learns":[138],"two":[140],"parts.":[141],"Specifically,":[142],"original":[144],"graph":[146],"divided":[148],"into":[149],"subgraphs":[150,164],"according":[151],"timestamps":[153],"users'":[155,175],"preferences":[156],"are":[159,171],"captured":[160],"from":[161],"sequential":[163],"networks.":[167],"gated":[169],"mechanisms":[170],"introduced":[172],"incorporate":[174],"different":[176],"tendencies":[177],"influenced":[180],"by":[181],"roles.":[182],"The":[183],"experiments":[184],"three":[186],"public":[187],"datasets":[188],"demonstrate":[189],"RD-GCN":[191],"significantly":[192],"outperforms":[193],"state-of-the-art":[194],"models,":[195],"verifying":[196],"effectiveness":[198],"our":[200],"proposed":[201],"model.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}