{"id":"https://openalex.org/W2908192543","doi":"https://doi.org/10.1145/3289600.3290990","title":"FAIRY","display_name":"FAIRY","publication_year":2019,"publication_date":"2019-01-30","ids":{"openalex":"https://openalex.org/W2908192543","doi":"https://doi.org/10.1145/3289600.3290990","mag":"2908192543"},"language":"en","primary_location":{"id":"doi:10.1145/3289600.3290990","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3289600.3290990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1908.03109","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Azin Ghazimatin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Azin Ghazimatin","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbruecken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbruecken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rishiraj Saha Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rishiraj Saha Roy","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbruecken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbruecken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"last","author":{"id":null,"display_name":"Gerhard Weikum","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Weikum","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbruecken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbruecken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210109712"],"apc_list":null,"apc_paid":null,"fwci":0.7225,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77718687,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"240","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9994000196456909,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5936999917030334},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5914000272750854},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5149000287055969},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5012000203132629},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43650001287460327},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.43380001187324524},{"id":"https://openalex.org/keywords/social-relation","display_name":"Social relation","score":0.3707999885082245}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6122000217437744},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5936999917030334},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5914000272750854},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5149000287055969},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5012000203132629},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43650001287460327},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.43380001187324524},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3790000081062317},{"id":"https://openalex.org/C130064352","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relation","level":2,"score":0.3707999885082245},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3637000024318695},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.33820000290870667},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.3303000032901764},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3248000144958496},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.30730000138282776},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2964000105857849},{"id":"https://openalex.org/C2777522414","wikidata":"https://www.wikidata.org/wiki/Q648457","display_name":"Social graph","level":3,"score":0.2793999910354614},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C2987946170","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relationship","level":2,"score":0.2513999938964844},{"id":"https://openalex.org/C2781460075","wikidata":"https://www.wikidata.org/wiki/Q1399332","display_name":"Compliance (psychology)","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3289600.3290990","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3289600.3290990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1908.03109","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.03109","pdf_url":"https://arxiv.org/pdf/1908.03109","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1908.03109","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.03109","pdf_url":"https://arxiv.org/pdf/1908.03109","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1440672848","display_name":null,"funder_award_id":"various","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320318428","display_name":"Max Planck Institute for Software Systems","ror":null},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W25113091","https://openalex.org/W103340358","https://openalex.org/W1730818938","https://openalex.org/W1976176703","https://openalex.org/W1978196964","https://openalex.org/W1981302634","https://openalex.org/W1981419611","https://openalex.org/W1989630473","https://openalex.org/W1997069618","https://openalex.org/W2010040259","https://openalex.org/W2010187764","https://openalex.org/W2022580894","https://openalex.org/W2026086644","https://openalex.org/W2029249040","https://openalex.org/W2035720976","https://openalex.org/W2043329530","https://openalex.org/W2045645172","https://openalex.org/W2075010670","https://openalex.org/W2091002342","https://openalex.org/W2095054612","https://openalex.org/W2104324457","https://openalex.org/W2108862644","https://openalex.org/W2130878769","https://openalex.org/W2134131174","https://openalex.org/W2139786076","https://openalex.org/W2151985454","https://openalex.org/W2157339239","https://openalex.org/W2266124366","https://openalex.org/W2337688168","https://openalex.org/W2402803841","https://openalex.org/W2472715759","https://openalex.org/W2539167637","https://openalex.org/W2611274842","https://openalex.org/W2616702810","https://openalex.org/W2731502618","https://openalex.org/W2743104969","https://openalex.org/W2788725334","https://openalex.org/W2793294490","https://openalex.org/W2798383927","https://openalex.org/W2798515201","https://openalex.org/W2884134047"],"related_works":[],"abstract_inverted_index":{"Users":[0],"increasingly":[1],"rely":[2],"on":[3,38,65,122,185],"social":[4,31,113,187],"media":[5,114],"feeds":[6],"for":[7,167],"consuming":[8],"daily":[9],"information.":[10],"The":[11,41],"items":[12,68,110,161],"in":[13,79,111,151],"a":[14,29,62,97,129,175],"feed,":[15],"such":[16],"as":[17,125,164],"news,":[18],"questions,":[19],"songs,":[20],"etc.,":[21],"usually":[22],"result":[23],"from":[24,137],"the":[25,39,44,49,80,118,123,144,156,168,190,197],"complex":[26],"interplay":[27],"of":[28,43,83,131,196],"user's":[30,45,119],"contacts,":[32],"her":[33,36,159],"interests":[34],"and":[35,48,55,74,90,103,109,158,181,193],"actions":[37,108],"platform.":[40],"relationship":[42],"own":[46],"behavior":[47],"received":[50],"feed":[51,160],"is":[52,140],"often":[53],"puzzling,":[54],"many":[56],"users":[57],"would":[58],"like":[59],"to":[60,71,143],"have":[61],"clear":[63],"explanation":[64],"why":[66],"certain":[67],"were":[69],"shown":[70],"them.":[72],"Transparency":[73],"explainability":[75],"are":[76,172],"key":[77],"concerns":[78],"modern":[81],"world":[82],"cognitive":[84],"overload,":[85],"filter":[86],"bubbles,":[87],"user":[88,157,194],"tracking,":[89],"privacy":[91],"risks.":[92],"This":[93],"paper":[94],"presents":[95],"FAIRY,":[96],"framework":[98],"that":[99,139,149,178],"systematically":[100],"discovers,":[101],"ranks,":[102],"explains":[104],"relationships":[105],"between":[106],"users'":[107],"their":[112],"feeds.":[115],"We":[116,147],"model":[117,177],"local":[120],"neighborhood":[121],"platform":[124],"an":[126],"interaction":[127,153],"graph,":[128],"form":[130],"heterogeneous":[132],"information":[133,138],"network":[134],"constructed":[135],"solely":[136],"easily":[141],"accessible":[142],"concerned":[145],"user.":[146,169],"posit":[148],"paths":[150,171],"this":[152],"graph":[154],"connecting":[155],"can":[162],"act":[163],"pertinent":[165],"explanations":[166],"These":[170],"scored":[173],"with":[174],"learning-to-rank":[176],"captures":[179],"relevance":[180],"surprisal.":[182],"User":[183],"studies":[184],"two":[186],"platforms":[188],"demonstrate":[189],"practical":[191],"viability":[192],"benefits":[195],"FAIRY":[198],"method.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2019-01-11T00:00:00"}