{"id":"https://openalex.org/W2810992711","doi":"https://doi.org/10.1145/3240323.3240362","title":"Providing explanations for recommendations in reciprocal environments","display_name":"Providing explanations for recommendations in reciprocal environments","publication_year":2018,"publication_date":"2018-09-27","ids":{"openalex":"https://openalex.org/W2810992711","doi":"https://doi.org/10.1145/3240323.3240362","mag":"2810992711"},"language":"en","primary_location":{"id":"doi:10.1145/3240323.3240362","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3240362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Conference on Recommender Systems","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/A5023433155","display_name":"Akiva Kleinerman","orcid":"https://orcid.org/0000-0003-2056-9694"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Akiva Kleinerman","raw_affiliation_strings":["Bar-Ilan University, Ramat-Gan, Israel"],"affiliations":[{"raw_affiliation_string":"Bar-Ilan University, Ramat-Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082947685","display_name":"Ariel Rosenfeld","orcid":"https://orcid.org/0000-0002-3230-3060"},"institutions":[{"id":"https://openalex.org/I53964585","display_name":"Weizmann Institute of Science","ror":"https://ror.org/0316ej306","country_code":"IL","type":"education","lineage":["https://openalex.org/I53964585"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ariel Rosenfeld","raw_affiliation_strings":["Weizmann Institute of Science, Rehovot, Israel"],"affiliations":[{"raw_affiliation_string":"Weizmann Institute of Science, Rehovot, Israel","institution_ids":["https://openalex.org/I53964585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103213461","display_name":"Sarit Kraus","orcid":"https://orcid.org/0000-0003-4672-623X"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Sarit Kraus","raw_affiliation_strings":["Bar-Ilan University, Ramat-Gan, Israel"],"affiliations":[{"raw_affiliation_string":"Bar-Ilan University, Ramat-Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023433155"],"corresponding_institution_ids":["https://openalex.org/I13955877"],"apc_list":null,"apc_paid":null,"fwci":3.3755,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.92893401,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"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/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11705","display_name":"Gambling Behavior and Treatments","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reciprocal","display_name":"Reciprocal","score":0.9454085826873779},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7920796871185303},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7622908353805542},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4662904143333435},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3846956491470337},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3329641819000244}],"concepts":[{"id":"https://openalex.org/C2777742833","wikidata":"https://www.wikidata.org/wiki/Q1964083","display_name":"Reciprocal","level":2,"score":0.9454085826873779},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7920796871185303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7622908353805542},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4662904143333435},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3846956491470337},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3329641819000244},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3240323.3240362","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3240362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W317957491","https://openalex.org/W1495061682","https://openalex.org/W1551700376","https://openalex.org/W1599154021","https://openalex.org/W1750205245","https://openalex.org/W1768463231","https://openalex.org/W1967174192","https://openalex.org/W1995445252","https://openalex.org/W1995856724","https://openalex.org/W2019724387","https://openalex.org/W2022247893","https://openalex.org/W2023408882","https://openalex.org/W2068115726","https://openalex.org/W2089566520","https://openalex.org/W2096434649","https://openalex.org/W2100171245","https://openalex.org/W2125330369","https://openalex.org/W2134584261","https://openalex.org/W2140347506","https://openalex.org/W2153680437","https://openalex.org/W2162111811","https://openalex.org/W2167984346","https://openalex.org/W2290191121","https://openalex.org/W2493343568","https://openalex.org/W2554071492","https://openalex.org/W2792966959","https://openalex.org/W2893273947","https://openalex.org/W2904396358","https://openalex.org/W2908761755","https://openalex.org/W2950262694","https://openalex.org/W3125469226","https://openalex.org/W3144406692","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2391753177","https://openalex.org/W2996284460","https://openalex.org/W1966306316","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2052414331","https://openalex.org/W3003660440","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W2989881336"],"abstract_inverted_index":{"Automated":[0],"platforms":[1,24,104],"which":[2,40,78,132],"support":[3],"users":[4,31],"in":[5,32,59,98],"finding":[6,33],"a":[7,34,116,119,150],"mutually":[8],"beneficial":[9],"match,":[10],"such":[11],"as":[12,81],"online":[13],"dating":[14,103],"and":[15,57,68,101],"job":[16],"recruitment":[17],"sites,":[18],"are":[19,86,156],"becoming":[20],"increasingly":[21],"popular.":[22],"These":[23],"often":[25],"include":[26],"recommender":[27,38],"systems":[28,39],"that":[29,111],"assist":[30],"suitable":[35,61],"match.":[36,92],"While":[37],"provide":[41,79],"explanations":[42,77,127,155],"for":[43],"their":[44],"recommendations":[45],"have":[46,52],"shown":[47,157],"many":[48],"benefits,":[49],"explanation":[50,130,165],"methods":[51],"yet":[53],"to":[54,82,88,140,158],"be":[55,159],"adapted":[56],"tested":[58],"recommending":[60],"matches.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66,109],"introduce":[67],"extensively":[69],"evaluate":[70],"the":[71,91,113,134,146,163],"use":[72],"of":[73,115,148],"\"reciprocal":[74],"explanations\"":[75],"-":[76],"reasoning":[80],"why":[83],"both":[84,99],"parties":[85],"expected":[87],"benefit":[89],"from":[90],"Through":[93],"an":[94],"extensive":[95],"empirical":[96],"evaluation,":[97],"simulated":[100],"real-world":[102],"with":[105],"287":[106],"human":[107],"participants,":[108],"find":[110],"when":[112,145],"acceptance":[114],"recommendation":[117,135,151],"involves":[118],"significant":[120],"cost":[121,147],"(e.g.,":[122],"monetary":[123],"or":[124],"emotional),":[125],"reciprocal":[126,154],"outperform":[128],"standard":[129],"methods,":[131],"consider":[133],"receiver":[136],"alone.":[137],"However,":[138],"contrary":[139],"what":[141],"one":[142],"may":[143],"expect,":[144],"accepting":[149],"is":[152],"negligible,":[153],"less":[160],"effective":[161],"than":[162],"traditional":[164],"methods.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}