{"id":"https://openalex.org/W4411279662","doi":"https://doi.org/10.1145/3699682.3728335","title":"Effects of Quantitative Explanations on Fairness Perception in Group Recommender Systems","display_name":"Effects of Quantitative Explanations on Fairness Perception in Group Recommender Systems","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4411279662","doi":"https://doi.org/10.1145/3699682.3728335"},"language":"en","primary_location":{"id":"doi:10.1145/3699682.3728335","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3699682.3728335","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3699682.3728335","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3699682.3728335","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045350857","display_name":"Patrik Dokoupil","orcid":"https://orcid.org/0000-0002-1423-628X"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Patrik Dokoupil","raw_affiliation_strings":["Department of Software Engineering, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-1423-628X","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008815142","display_name":"Ladislav Pe\u0161ka","orcid":"https://orcid.org/0000-0001-8082-4509"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ladislav Peska","raw_affiliation_strings":["Department of Software Engineering, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-8082-4509","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045350857"],"corresponding_institution_ids":["https://openalex.org/I21250087"],"apc_list":null,"apc_paid":null,"fwci":5.8102,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95689113,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"285","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9955999851226807,"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":0.9955999851226807,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9926999807357788,"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/recommender-system","display_name":"Recommender system","score":0.7696664333343506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6818618774414062},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.6656239032745361},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6394797563552856},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39591556787490845},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1846216320991516}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7696664333343506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6818618774414062},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.6656239032745361},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6394797563552856},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39591556787490845},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1846216320991516},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3699682.3728335","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3699682.3728335","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3699682.3728335","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3699682.3728335","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3699682.3728335","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3699682.3728335","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309755","display_name":"Univerzita Karlova v Praze","ror":"https://ror.org/024d6js02"},{"id":"https://openalex.org/F4320309872","display_name":"Grantov\u00e1 Agentura, Univerzita Karlova","ror":"https://ror.org/024d6js02"},{"id":"https://openalex.org/F4320321006","display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky","ror":"https://ror.org/01pv73b02"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411279662.pdf","grobid_xml":"https://content.openalex.org/works/W4411279662.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W2003605635","https://openalex.org/W2604961496","https://openalex.org/W2749689103","https://openalex.org/W2912745432","https://openalex.org/W2942874577","https://openalex.org/W2953570462","https://openalex.org/W3080693863","https://openalex.org/W3101708421","https://openalex.org/W3153175730","https://openalex.org/W3156091632","https://openalex.org/W3177034413","https://openalex.org/W3181833904","https://openalex.org/W3189373506","https://openalex.org/W3202387923","https://openalex.org/W4284688371","https://openalex.org/W4284701536","https://openalex.org/W4296604467","https://openalex.org/W4296893328","https://openalex.org/W4380874431","https://openalex.org/W4381661411","https://openalex.org/W4386729855"],"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":{"Group":[0],"recommender":[1,35],"systems":[2,36],"(GRS)":[3],"aim":[4],"to":[5,8,20,57,142],"deliver":[6],"recommendations":[7,59],"groups":[9],"of":[10,44,90,105,112,154],"individuals,":[11,46],"assisting":[12],"them":[13],"in":[14,94],"planning":[15],"activities":[16],"such":[17],"as":[18,63,99],"going":[19],"the":[21,42,88,103,110,131,152],"cinema":[22],"with":[23,32],"friends,":[24],"organizing":[25],"a":[26,91],"family":[27],"vacation,":[28],"or":[29],"dining":[30],"out":[31],"colleagues.Unlike":[33],"traditional":[34],"(RS),":[37],"GRS":[38,118],"must":[39],"account":[40],"for":[41,137],"preferences":[43],"multiple":[45],"often":[47],"balancing":[48],"potentially":[49],"conflicting":[50],"goals.In":[51],"this":[52,84],"context,":[53],"it":[54],"is":[55,148],"crucial":[56],"provide":[58],"that":[60],"are":[61,157],"perceived":[62],"fair":[64],"by":[65,116],"all":[66],"group":[67,106,120,146],"members.While":[68],"numerous":[69],"aggregation":[70],"strategies":[71],"have":[72],"been":[73],"proposed,":[74],"understanding":[75],"users'":[76],"perspectives":[77],"on":[78,122],"fairness":[79,104,123],"remains":[80],"an":[81],"open":[82],"challenge.In":[83],"paper,":[85],"we":[86],"present":[87],"results":[89],"user":[92],"study":[93,108],"which":[95],"real":[96],"participants":[97],"acted":[98],"external":[100],"judges,":[101],"evaluating":[102],"recommendations.The":[107],"investigates":[109],"impact":[111],"quantitative":[113],"explanations,":[114],"conditioned":[115],"specific":[117],"and":[119,139],"types,":[121],"perception.Our":[124],"findings":[125],"suggest":[126],"that,":[127],"without":[128],"additional":[129],"information,":[130],"task":[132],"may":[133],"be":[134],"too":[135],"difficult":[136],"users,":[138],"their":[140],"ability":[141],"distinguish":[143],"between":[144],"different":[145],"types":[147],"limited,":[149],"further":[150],"underscoring":[151],"importance":[153],"explanations.Study":[155],"data":[156],"available":[158],"from":[159],"https://osf.io/9fpyr/.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}