{"id":"https://openalex.org/W4405304678","doi":"https://doi.org/10.1109/besc64747.2024.10780676","title":"A Research Proposal for Promoting Fairness in E-Commerce Recommendation Systems","display_name":"A Research Proposal for Promoting Fairness in E-Commerce Recommendation Systems","publication_year":2024,"publication_date":"2024-08-16","ids":{"openalex":"https://openalex.org/W4405304678","doi":"https://doi.org/10.1109/besc64747.2024.10780676"},"language":"en","primary_location":{"id":"doi:10.1109/besc64747.2024.10780676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc64747.2024.10780676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 11th International Conference on Behavioural and Social Computing (BESC)","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":"https://openalex.org/A5115596816","display_name":"Tong Zhang","orcid":"https://orcid.org/0009-0007-3940-356X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Tong Zhang","raw_affiliation_strings":["University of Technology Sydney,Faculty of Engineering and Information Technology,NSW,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney,Faculty of Engineering and Information Technology,NSW,Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5115596816"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":2.9015,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93610555,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9524999856948853,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9524999856948853,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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":0.612030029296875},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.46759599447250366},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3371918201446533},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3361639678478241},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31477293372154236}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.612030029296875},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.46759599447250366},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3371918201446533},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3361639678478241},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31477293372154236}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/besc64747.2024.10780676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc64747.2024.10780676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 11th International Conference on Behavioural and Social Computing (BESC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4300000071525574,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2100960835","https://openalex.org/W2512971201","https://openalex.org/W2604961496","https://openalex.org/W2748058847","https://openalex.org/W2897363137","https://openalex.org/W2950173087","https://openalex.org/W2963189767","https://openalex.org/W3021608756","https://openalex.org/W3028722847","https://openalex.org/W3045088573","https://openalex.org/W3091129453","https://openalex.org/W3092103025","https://openalex.org/W3097904695","https://openalex.org/W3116873649","https://openalex.org/W3153182568","https://openalex.org/W3199763349","https://openalex.org/W4210470241","https://openalex.org/W4221045317","https://openalex.org/W4226117656","https://openalex.org/W4282027681","https://openalex.org/W4285059900","https://openalex.org/W4288414189","https://openalex.org/W4288616732","https://openalex.org/W4366782941","https://openalex.org/W4380323660","https://openalex.org/W4382929818","https://openalex.org/W4384625644","https://openalex.org/W4391549746","https://openalex.org/W6713194251","https://openalex.org/W6740061683","https://openalex.org/W6762760276","https://openalex.org/W6791871960","https://openalex.org/W6794940526","https://openalex.org/W6811510498"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"Personalizing":[0],"content":[1],"is":[2,124],"essential":[3],"to":[4,22,40,87,115,126],"optimizing":[5],"consumer":[6],"experiences":[7],"in":[8,17,108,141],"e-commerce":[9,133],"recommendation":[10,89,134],"systems.":[11],"Yet,":[12],"the":[13,18,101,122],"inadvertently":[14],"introduced":[15],"biases":[16],"process":[19],"can":[20],"lead":[21],"unfair":[23],"treatment":[24],"of":[25],"less":[26],"active":[27],"or":[28],"economically":[29],"diverse":[30,118],"user":[31,49,65,119],"groups.":[32,120],"To":[33],"address":[34],"this":[35,37],"issue,":[36],"research":[38,123],"aims":[39],"develop":[41],"a":[42,83,128,146],"method":[43,59,103],"that":[44],"utilizes":[45],"non-sensitive":[46],"criteria":[47],"for":[48,105,132],"classification,":[50],"enhancing":[51],"fairness":[52,76,107],"without":[53],"relying":[54],"on":[55,69],"demographic":[56],"profiling.":[57],"The":[58],"comprises":[60],"three":[61],"stages:":[62],"1)":[63],"formulating":[64],"grouping":[66],"strategies":[67],"based":[68],"activity":[70],"levels,":[71],"2)":[72],"establishing":[73],"specific":[74],"group-wise":[75],"metrics":[77],"and":[78,80,111,139],"constraints,":[79],"3)":[81],"implementing":[82],"fairness-aware":[84,130],"ranking":[85],"algorithm":[86,96],"balance":[88],"accuracy":[90],"with":[91,98],"overall":[92],"fairness.":[93],"Integrating":[94],"ethical":[95],"design":[97],"practical":[99],"interventions,":[100],"proposed":[102],"strives":[104],"improved":[106],"digital":[109,142],"commerce":[110],"more":[112,129,147],"equitable":[113],"access":[114],"recommendations":[116],"across":[117],"Overall,":[121],"expected":[125],"establish":[127],"framework":[131],"systems,":[135],"which":[136],"facilitates":[137],"transparency":[138],"justice":[140],"marketplaces":[143],"and,":[144],"ultimately,":[145],"inclusive":[148],"online":[149],"environment.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}
