{"id":"https://openalex.org/W4407932182","doi":"https://doi.org/10.1007/s10489-025-06388-3","title":"A framework for solving bias in graph-based recommender systems with a causal perspective","display_name":"A framework for solving bias in graph-based recommender systems with a causal perspective","publication_year":2025,"publication_date":"2025-02-25","ids":{"openalex":"https://openalex.org/W4407932182","doi":"https://doi.org/10.1007/s10489-025-06388-3"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-025-06388-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06388-3","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","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/A5101650556","display_name":"Ke Yang","orcid":"https://orcid.org/0009-0008-7684-8397"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kewu Yang","raw_affiliation_strings":["College of Information Science and Engineering, Huaqiao University, Xiamen, 361021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Huaqiao University, Xiamen, 361021, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072707334","display_name":"Guogang Li","orcid":"https://orcid.org/0000-0003-0981-0328"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guogang Li","raw_affiliation_strings":["College of Information Science and Engineering, Huaqiao University, Xiamen, 361021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Huaqiao University, Xiamen, 361021, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049073574","display_name":"L. Wang","orcid":"https://orcid.org/0000-0002-5564-3420"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjia Wang","raw_affiliation_strings":["College of Information Science and Engineering, Huaqiao University, Xiamen, 361021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Huaqiao University, Xiamen, 361021, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110093915","display_name":"Jianrong Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianrong Xie","raw_affiliation_strings":["College of Information Science and Engineering, Huaqiao University, Xiamen, 361021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Huaqiao University, Xiamen, 361021, China","institution_ids":["https://openalex.org/I119045251"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072707334"],"corresponding_institution_ids":["https://openalex.org/I119045251"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03693657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"55","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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":0.9918000102043152,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9056304097175598},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8550130128860474},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.7410587072372437},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5375070571899414},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3292800784111023},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.30484744906425476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29658204317092896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9056304097175598},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8550130128860474},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7410587072372437},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5375070571899414},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3292800784111023},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.30484744906425476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29658204317092896}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-025-06388-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06388-3","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W2054141820","https://openalex.org/W2095932468","https://openalex.org/W2100960835","https://openalex.org/W2171960770","https://openalex.org/W2550925836","https://openalex.org/W2606460416","https://openalex.org/W2788651580","https://openalex.org/W2788728386","https://openalex.org/W2807021761","https://openalex.org/W2886209086","https://openalex.org/W2897363137","https://openalex.org/W2912887944","https://openalex.org/W2950173087","https://openalex.org/W2952292818","https://openalex.org/W2963189767","https://openalex.org/W2963921057","https://openalex.org/W2964135759","https://openalex.org/W2966133050","https://openalex.org/W2977120819","https://openalex.org/W2989872778","https://openalex.org/W2998431760","https://openalex.org/W3030120873","https://openalex.org/W3035512383","https://openalex.org/W3036148046","https://openalex.org/W3045200674","https://openalex.org/W3048193857","https://openalex.org/W3087770553","https://openalex.org/W3089238887","https://openalex.org/W3093261329","https://openalex.org/W3093741743","https://openalex.org/W3096831136","https://openalex.org/W3097300053","https://openalex.org/W3100848837","https://openalex.org/W3102415183","https://openalex.org/W3103248659","https://openalex.org/W3103891807","https://openalex.org/W3105610736","https://openalex.org/W3116873649","https://openalex.org/W3124675547","https://openalex.org/W3153432523","https://openalex.org/W3156002164","https://openalex.org/W3160537436","https://openalex.org/W3163155381","https://openalex.org/W3192448376","https://openalex.org/W3201098927","https://openalex.org/W3208196633","https://openalex.org/W4282813715","https://openalex.org/W4293083811","https://openalex.org/W4384625782","https://openalex.org/W4385687011","https://openalex.org/W4386173299","https://openalex.org/W4391549765","https://openalex.org/W4392796768","https://openalex.org/W4393972734","https://openalex.org/W4394894270","https://openalex.org/W4400488660","https://openalex.org/W4400645721","https://openalex.org/W6601381188","https://openalex.org/W6602002817"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4288390103","https://openalex.org/W4317039510"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}