{"id":"https://openalex.org/W4392716839","doi":"https://doi.org/10.1080/09540091.2024.2327441","title":"A novel Knowledge Graph recommendation algorithm based on Graph Convolutional Network","display_name":"A novel Knowledge Graph recommendation algorithm based on Graph Convolutional Network","publication_year":2024,"publication_date":"2024-03-12","ids":{"openalex":"https://openalex.org/W4392716839","doi":"https://doi.org/10.1080/09540091.2024.2327441"},"language":"en","primary_location":{"id":"doi:10.1080/09540091.2024.2327441","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2024.2327441","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2327441?needAccess=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2327441?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023177983","display_name":"Hui Guo","orcid":"https://orcid.org/0000-0002-7874-7273"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Guo","raw_affiliation_strings":["School of Information Science and Engineering, Guilin University of Technology, Guilin, People\u2019s Republic of China","School of Information Science and Engineering, Guilin University of Technology, Guilin, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Guilin University of Technology, Guilin, People\u2019s Republic of China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"School of Information Science and Engineering, Guilin University of Technology, Guilin, People's Republic of China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102211594","display_name":"Chengyong Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengyong Yang","raw_affiliation_strings":["Network and Information Center, Guilin University of Technology, Guilin, People\u2019s Republic of China","Network and Information Center, Guilin University of Technology, Guilin, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network and Information Center, Guilin University of Technology, Guilin, People\u2019s Republic of China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"Network and Information Center, Guilin University of Technology, Guilin, People's Republic of China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102952547","display_name":"Liqing Zhou","orcid":"https://orcid.org/0000-0001-7717-4074"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqing Zhou","raw_affiliation_strings":["Network and Information Center, Guilin University of Technology, Guilin, People\u2019s Republic of China","Network and Information Center, Guilin University of Technology, Guilin, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network and Information Center, Guilin University of Technology, Guilin, People\u2019s Republic of China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"Network and Information Center, Guilin University of Technology, Guilin, People's Republic of China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063234459","display_name":"Shiwei Wei","orcid":"https://orcid.org/0000-0002-2324-4791"},"institutions":[{"id":"https://openalex.org/I3129996945","display_name":"Guilin University of Aerospace Technology","ror":"https://ror.org/00h1gc758","country_code":"CN","type":"education","lineage":["https://openalex.org/I3129996945"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiwei Wei","raw_affiliation_strings":["School of Computer Science and Engineering, Guilin University of Aerospace Technology, Guilin, People\u2019s Republic of China","School of Computer Science and Engineering, Guilin University of Aerospace Technology, Guilin, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Guilin University of Aerospace Technology, Guilin, People\u2019s Republic of China","institution_ids":["https://openalex.org/I3129996945"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Guilin University of Aerospace Technology, Guilin, People's Republic of China","institution_ids":["https://openalex.org/I3129996945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102211594"],"corresponding_institution_ids":["https://openalex.org/I38706770"],"apc_list":{"value":1270,"currency":"USD","value_usd":1270},"apc_paid":{"value":1270,"currency":"USD","value_usd":1270},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02256616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"36","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9994000196456909,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8107365965843201},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6052919626235962},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4611288607120514},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.43148383498191833},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4233241677284241}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8107365965843201},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6052919626235962},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4611288607120514},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.43148383498191833},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4233241677284241}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/09540091.2024.2327441","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2024.2327441","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2327441?needAccess=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cd17fd27f4d045c0a800a2851305985b","is_oa":false,"landing_page_url":"https://doaj.org/article/cd17fd27f4d045c0a800a2851305985b","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Connection Science, Vol 36, Iss 1 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/09540091.2024.2327441","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2024.2327441","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2327441?needAccess=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6715271889","display_name":null,"funder_award_id":"22BTQ081","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G8334618767","display_name":null,"funder_award_id":"62362016","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/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392716839.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2888572441","https://openalex.org/W2914592219","https://openalex.org/W2969212296","https://openalex.org/W2986711944","https://openalex.org/W3034604293","https://openalex.org/W3035134435","https://openalex.org/W3082429057","https://openalex.org/W3102903061","https://openalex.org/W3103296573","https://openalex.org/W3103659988","https://openalex.org/W3109074851","https://openalex.org/W3182741322","https://openalex.org/W3199251027","https://openalex.org/W3209685212","https://openalex.org/W4214630692","https://openalex.org/W4224213643","https://openalex.org/W4225412853","https://openalex.org/W4226272098","https://openalex.org/W4292833715","https://openalex.org/W4293212235","https://openalex.org/W4296466940","https://openalex.org/W4304099316","https://openalex.org/W4312744320","https://openalex.org/W4312795654","https://openalex.org/W4313490891","https://openalex.org/W4327644045","https://openalex.org/W4367312982","https://openalex.org/W4385832534","https://openalex.org/W6762819970"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2054026175"],"abstract_inverted_index":{"Knowledge":[0,53],"Graphs":[1],"(KGs)":[2],"are":[3],"widely":[4],"used":[5],"in":[6,17,38,42,195],"many":[7],"fields":[8],"of":[9,45,62,123,131,145,172,197,202],"application,":[10],"and":[11,30,36,92,116,133,141,147,158,169,174,185,200],"especially":[12],"play":[13],"an":[14],"essential":[15],"role":[16],"recommendation":[18,46,56,203],"systems.":[19],"KGs":[20,68],"often":[21],"need":[22],"to":[23,59,84,89,98,107,153],"be":[24],"complete,":[25],"missing":[26],"relationships":[27,140,148],"between":[28],"users":[29,91,132],"items,":[31,93],"data":[32,64,125,160],"sparsity,":[33],"weak":[34],"associations,":[35],"difficulties":[37],"knowledge":[39],"inference,":[40],"resulting":[41],"low":[43],"credibility":[44,199],"results.":[47,204],"Therefore,":[48],"we":[49],"propose":[50],"a":[51,99],"novel":[52],"Graph":[54],"(KG)":[55],"algorithms.":[57],"Due":[58],"the":[60,78,109,117,121,128,143,154,162,180,189,198],"availability":[61],"interaction":[63],"across":[65],"numerous":[66],"events,":[67],"also":[69],"exhibit":[70],"dynamics":[71],"over":[72],"time.":[73],"By":[74],"taking":[75],"into":[76],"account":[77],"temporal":[79],"variable,":[80],"it":[81],"is":[82],"possible":[83],"organise":[85],"well-structured":[86],"external":[87],"information":[88],"connect":[90],"thereby":[94],"expanding":[95],"user":[96],"preferences":[97],"certain":[100],"extent.":[101],"The":[102,135,176],"proposed":[103,190],"algorithm":[104,136,164,191],"employs":[105],"GCNs":[106],"encode":[108],"heterogeneous":[110],"graph,":[111],"which":[112],"includes":[113],"user-item":[114,146,173],"interactions":[115],"KG.":[118],"It":[119],"addresses":[120],"challenge":[122],"high-dimensional":[124],"by":[126,149],"using":[127],"inner":[129],"product":[130],"items.":[134],"uncovers":[137,165],"potential":[138,166],"alignment":[139,167],"learns":[142,170],"embedding":[144,171],"applying":[150],"convolutional":[151],"processing":[152],"graph":[155],"data's":[156],"features":[157],"performing":[159],"fusion,":[161],"new":[163],"relationships,":[168],"relationships.":[175],"experimental":[177],"results":[178],"on":[179],"Mean":[181],"Reciprocal":[182],"Rank":[183],"(MRR)":[184],"Hits@k":[186],"demonstrate":[187],"that":[188],"outperforms":[192],"state-of-the-art":[193],"algorithms":[194],"terms":[196],"accuracy":[201]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}