{"id":"https://openalex.org/W2892700102","doi":"https://doi.org/10.1145/3240323.3240399","title":"Exploring recommendations under user-controlled data filtering","display_name":"Exploring recommendations under user-controlled data filtering","publication_year":2018,"publication_date":"2018-09-27","ids":{"openalex":"https://openalex.org/W2892700102","doi":"https://doi.org/10.1145/3240323.3240399","mag":"2892700102"},"language":"en","primary_location":{"id":"doi:10.1145/3240323.3240399","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3240323.3240399","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240399","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240399","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026953642","display_name":"Hongyi Wen","orcid":"https://orcid.org/0000-0002-5954-7313"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongyi Wen","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057330200","display_name":"Longqi Yang","orcid":"https://orcid.org/0000-0002-6615-8615"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Longqi Yang","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025758023","display_name":"Michael Sobolev","orcid":"https://orcid.org/0000-0002-8931-7682"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Sobolev","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051587086","display_name":"Deborah Estrin","orcid":"https://orcid.org/0000-0001-6477-0096"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deborah Estrin","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":2.6979,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92067615,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"72","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/movielens","display_name":"MovieLens","score":0.8551790714263916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.823890209197998},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7867234945297241},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7187297344207764},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6848941445350647},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.5777087211608887},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4662659764289856},{"id":"https://openalex.org/keywords/end-user","display_name":"End user","score":0.4147365689277649},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37238195538520813},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36525481939315796}],"concepts":[{"id":"https://openalex.org/C2776156558","wikidata":"https://www.wikidata.org/wiki/Q4353746","display_name":"MovieLens","level":4,"score":0.8551790714263916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.823890209197998},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7867234945297241},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7187297344207764},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6848941445350647},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.5777087211608887},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4662659764289856},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.4147365689277649},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37238195538520813},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36525481939315796},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3240323.3240399","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3240323.3240399","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240399","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":{"id":"doi:10.1145/3240323.3240399","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3240323.3240399","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240399","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6683337051","display_name":"CHS: Medium: Immersive Recommendation Systems: User-Centric Recommendation Models and Applications","funder_award_id":"1700832","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306139","display_name":"Robert Wood Johnson Foundation","ror":"https://ror.org/02ymmdj85"},{"id":"https://openalex.org/F4320318127","display_name":"UnitedHealth Group","ror":"https://ror.org/04a8rt780"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2892700102.pdf","grobid_xml":"https://content.openalex.org/works/W2892700102.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2057991616","https://openalex.org/W2079372328","https://openalex.org/W2080320419","https://openalex.org/W2095976990","https://openalex.org/W2101409192","https://openalex.org/W2124558600","https://openalex.org/W2137245235","https://openalex.org/W2140310134","https://openalex.org/W2158978451","https://openalex.org/W2159196732","https://openalex.org/W2159552930","https://openalex.org/W2169101582","https://openalex.org/W2219888463","https://openalex.org/W2604433096","https://openalex.org/W2615638395","https://openalex.org/W2775343235","https://openalex.org/W2783603395","https://openalex.org/W3024271340","https://openalex.org/W4403221500"],"related_works":["https://openalex.org/W2355698112","https://openalex.org/W2022984797","https://openalex.org/W4394818607","https://openalex.org/W2986679525","https://openalex.org/W2797500822","https://openalex.org/W2794458286","https://openalex.org/W4205822456","https://openalex.org/W4299358966","https://openalex.org/W2537367858","https://openalex.org/W4288082747"],"abstract_inverted_index":{"Traditionally,":[0],"recommendation":[1,55,75,127],"systems":[2,56],"are":[3,42],"built":[4],"on":[5,20,132],"the":[6,98,125,140],"assumption":[7],"that":[8,85,115,143],"each":[9],"service":[10,34],"provider":[11],"has":[12],"full":[13],"access":[14],"to":[15,46,58,61,89,148],"all":[16],"user":[17,82,119],"data":[18,26,31,67,83,120,145],"generated":[19],"its":[21,130],"platform.":[22],"However,":[23],"with":[24],"increasing":[25],"privacy":[27],"concerns":[28],"and":[29,40,49,65,151,159],"personal":[30],"protection":[32],"regulation,":[33],"providers":[35],"such":[36,62],"as":[37,101],"Google,":[38],"Twitter,":[39],"Facebook":[41],"enabling":[43],"their":[44,51],"users":[45,87,134],"revisit,":[47],"erase,":[48],"rectify":[50],"historical":[52,118],"profiles.":[53],"Future":[54],"need":[57],"be":[59,78],"robust":[60],"profile":[63],"modifications":[64],"user-controlled":[66],"filtering.":[68],"In":[69],"this":[70],"paper,":[71],"we":[72,104],"explore":[73],"how":[74],"performance":[76],"may":[77,135],"affected":[79],"by":[80],"time-sensitive":[81],"filtering,":[84],"is,":[86],"choosing":[88],"share":[90],"only":[91],"recent":[92],"\"N":[93],"days\"":[94],"of":[95],"data.":[96],"Using":[97],"MovieLens":[99],"dataset":[100],"a":[102,153],"testbed,":[103],"evaluated":[105],"three":[106],"widely":[107],"used":[108],"collaborative":[109],"filtering":[110,116],"algorithms.":[111],"Our":[112],"experiments":[113],"demonstrate":[114],"out":[117],"does":[121],"not":[122],"significantly":[123],"affect":[124],"overall":[126],"performance,":[128,150],"but":[129],"impact":[131],"individual":[133],"vary.":[136],"These":[137],"findings":[138],"challenge":[139],"common":[141],"belief":[142],"more":[144],"is":[146],"essential":[147],"better":[149],"suggest":[152],"potential":[154],"win-win":[155],"solution":[156],"for":[157],"services":[158],"end":[160],"users.":[161]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
