{"id":"https://openalex.org/W4408345808","doi":"https://doi.org/10.1109/icassp49660.2025.10888260","title":"BIGFR: Bridging Individual and Group Fairness in Recommendation Systems","display_name":"BIGFR: Bridging Individual and Group Fairness in Recommendation Systems","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408345808","doi":"https://doi.org/10.1109/icassp49660.2025.10888260"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-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":null,"display_name":"Yaorui Gan","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaorui Gan","raw_affiliation_strings":["Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022008175","display_name":"Xuemin Wang","orcid":"https://orcid.org/0000-0002-5041-8443"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuemin Wang","raw_affiliation_strings":["Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077211776","display_name":"Tieyuan Liu","orcid":"https://orcid.org/0000-0002-9720-2009"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tieyuan Liu","raw_affiliation_strings":["Guilin University of Electronic Technology,School of Artificial Intelligence,Guilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,School of Artificial Intelligence,Guilin,China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015299890","display_name":"Liang Chang","orcid":"https://orcid.org/0000-0002-7262-4707"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Chang","raw_affiliation_strings":["Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116591575","display_name":"Qicang Gen","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qicang Gen","raw_affiliation_strings":["Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105217290","display_name":"Yu Zeng","orcid":"https://orcid.org/0009-0000-0263-2990"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zeng","raw_affiliation_strings":["Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","institution_ids":["https://openalex.org/I5343935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.0768,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.96144013,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.941100001335144,"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":0.941100001335144,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.8635896444320679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5908434987068176},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.5138412117958069},{"id":"https://openalex.org/keywords/fairness-measure","display_name":"Fairness measure","score":0.44270920753479004},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1916118860244751},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12839293479919434},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07007855176925659}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8635896444320679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5908434987068176},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.5138412117958069},{"id":"https://openalex.org/C11867375","wikidata":"https://www.wikidata.org/wiki/Q5430671","display_name":"Fairness measure","level":4,"score":0.44270920753479004},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1916118860244751},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12839293479919434},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07007855176925659},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":23,"referenced_works":["https://openalex.org/W2069870183","https://openalex.org/W2100960835","https://openalex.org/W2295739661","https://openalex.org/W2605350416","https://openalex.org/W2755577605","https://openalex.org/W2760103357","https://openalex.org/W2997606354","https://openalex.org/W3001553940","https://openalex.org/W3008301325","https://openalex.org/W3035446616","https://openalex.org/W3045200674","https://openalex.org/W3092103025","https://openalex.org/W3092541244","https://openalex.org/W3153182568","https://openalex.org/W3157867125","https://openalex.org/W3163155381","https://openalex.org/W3181414820","https://openalex.org/W4282813715","https://openalex.org/W4284677642","https://openalex.org/W4284713500","https://openalex.org/W4296448463","https://openalex.org/W4382239417","https://openalex.org/W4385302663"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W4317832335"],"abstract_inverted_index":{"Recommendation":[0],"systems":[1,31],"enhance":[2],"user":[3],"experience":[4],"and":[5,37,40,114,128,147],"retention":[6],"by":[7],"offering":[8],"personalized":[9],"content.":[10],"As":[11],"they":[12,80],"increasingly":[13],"influence":[14],"social":[15],"resource":[16],"allocation":[17],"(e.g.,":[18],"job":[19],"recommendations),":[20],"ensuring":[21],"fair":[22],"recommendations":[23],"is":[24,86],"becoming":[25],"essential.":[26],"Fairness":[27],"notions":[28],"in":[29],"recommendation":[30],"are":[32],"mainly":[33],"divided":[34],"into":[35],"individual":[36,69,77,89,97,113,125,145],"group":[38,115,121,143],"fairness,":[39,144,146],"existing":[41,72],"researchers":[42],"notice":[43],"the":[44,52,65,82],"necessity":[45],"of":[46,49,67],"achieving":[47],"both":[48,112],"them.":[50],"However,":[51],"research":[53],"indicates":[54],"that":[55,110,135],"there":[56],"exists":[57],"a":[58,100,108,120,129,139],"trade-off":[59],"relationship":[60],"between":[61,142],"them":[62],"due":[63],"to":[64,75],"way":[66],"defining":[68],"fairness.":[70,78,90,116],"Hence,":[71],"methods":[73],"attempt":[74],"redefine":[76,96],"Unfortunately,":[79],"overlook":[81],"similarity":[83],"comparison,":[84],"which":[85],"essential":[87],"for":[88],"To":[91],"address":[92],"this":[93],"issue,":[94],"we":[95,106],"fairness":[98,122,126],"from":[99],"ranking":[101],"perspective.":[102],"Based":[103],"on":[104],"this,":[105],"propose":[107],"framework":[109,118,137],"enhances":[111],"This":[117],"includes":[119],"module,":[123,127],"an":[124],"utility":[130],"module.":[131],"Extensive":[132],"experiments":[133],"show":[134],"our":[136],"achieves":[138],"good":[140],"balance":[141],"utility.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}