{"id":"https://openalex.org/W2084752154","doi":"https://doi.org/10.1145/1989727.1989729","title":"Probabilistic data exchange","display_name":"Probabilistic data exchange","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2084752154","doi":"https://doi.org/10.1145/1989727.1989729","mag":"2084752154"},"language":"en","primary_location":{"id":"doi:10.1145/1989727.1989729","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1989727.1989729","pdf_url":null,"source":{"id":"https://openalex.org/S118992489","display_name":"Journal of the ACM","issn_l":"0004-5411","issn":["0004-5411","1557-735X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the ACM","raw_type":"journal-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/A5027117465","display_name":"Ronald Fagin","orcid":"https://orcid.org/0000-0002-7374-0347"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ronald Fagin","raw_affiliation_strings":["IBM Research -- Almaden, San Jose, CA"],"affiliations":[{"raw_affiliation_string":"IBM Research -- Almaden, San Jose, CA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006706357","display_name":"Benny Kimelfeld","orcid":"https://orcid.org/0000-0002-7156-1572"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benny Kimelfeld","raw_affiliation_strings":["IBM Research -- Almaden, San Jose, CA"],"affiliations":[{"raw_affiliation_string":"IBM Research -- Almaden, San Jose, CA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041825861","display_name":"Phokion G. Kolaitis","orcid":"https://orcid.org/0000-0002-8407-8563"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]},{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phokion G. Kolaitis","raw_affiliation_strings":["University of California, Santa Cruz, Santa Cruz, CA and IBM Research -- Almaden, San Jose, CA"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Cruz, Santa Cruz, CA and IBM Research -- Almaden, San Jose, CA","institution_ids":["https://openalex.org/I185103710","https://openalex.org/I4210085935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027117465"],"corresponding_institution_ids":["https://openalex.org/I4210085935"],"apc_list":null,"apc_paid":null,"fwci":1.5598,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.83128375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"58","issue":"4","first_page":"1","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9994000196456909,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.799203634262085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7465134859085083},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.6178231835365295},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5813425183296204},{"id":"https://openalex.org/keywords/data-exchange","display_name":"Data exchange","score":0.5230787396430969},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.41396641731262207},{"id":"https://openalex.org/keywords/probabilistic-database","display_name":"Probabilistic database","score":0.4106371998786926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2907204329967499},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.17826735973358154},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1708800494670868},{"id":"https://openalex.org/keywords/database-theory","display_name":"Database theory","score":0.1299658715724945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12672308087348938},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.12160396575927734}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.799203634262085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7465134859085083},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.6178231835365295},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5813425183296204},{"id":"https://openalex.org/C15845906","wikidata":"https://www.wikidata.org/wiki/Q1172338","display_name":"Data exchange","level":2,"score":0.5230787396430969},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.41396641731262207},{"id":"https://openalex.org/C174539288","wikidata":"https://www.wikidata.org/wiki/Q7246853","display_name":"Probabilistic database","level":4,"score":0.4106371998786926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2907204329967499},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.17826735973358154},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1708800494670868},{"id":"https://openalex.org/C12439846","wikidata":"https://www.wikidata.org/wiki/Q4809258","display_name":"Database theory","level":3,"score":0.1299658715724945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12672308087348938},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.12160396575927734},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/1989727.1989729","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1989727.1989729","pdf_url":null,"source":{"id":"https://openalex.org/S118992489","display_name":"Journal of the ACM","issn_l":"0004-5411","issn":["0004-5411","1557-735X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the ACM","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.160.1936","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.160.1936","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.almaden.ibm.com/cs/people/fagin/icdt10b.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.185.556","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.185.556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.almaden.ibm.com/cs/people/fagin/pde-fullversion.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.228.2915","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.228.2915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.almaden.ibm.com/cs/people/fagin/jacm11.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.324.8724","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.324.8724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.edbt.org/Proceedings/2010-Lausanne/icdt/papers/p0076-Fagin.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3677527588","display_name":null,"funder_award_id":"IIS-0430994ARRA-0905276","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7552693830","display_name":null,"funder_award_id":"IIS-0430994ARRA-0905276","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W9459877","https://openalex.org/W93564379","https://openalex.org/W655258421","https://openalex.org/W1526512085","https://openalex.org/W1575260591","https://openalex.org/W1974688422","https://openalex.org/W1979514837","https://openalex.org/W1985581502","https://openalex.org/W1990391007","https://openalex.org/W1992609556","https://openalex.org/W1993413014","https://openalex.org/W1994118705","https://openalex.org/W1996923081","https://openalex.org/W2006912660","https://openalex.org/W2008634162","https://openalex.org/W2008974204","https://openalex.org/W2011358434","https://openalex.org/W2012791990","https://openalex.org/W2020228538","https://openalex.org/W2028222220","https://openalex.org/W2044494469","https://openalex.org/W2050480346","https://openalex.org/W2051283034","https://openalex.org/W2063292248","https://openalex.org/W2072242455","https://openalex.org/W2078686663","https://openalex.org/W2085608749","https://openalex.org/W2088422262","https://openalex.org/W2093454413","https://openalex.org/W2094500233","https://openalex.org/W2096219859","https://openalex.org/W2100440346","https://openalex.org/W2102729564","https://openalex.org/W2114870555","https://openalex.org/W2121043820","https://openalex.org/W2125332694","https://openalex.org/W2125791539","https://openalex.org/W2129450818","https://openalex.org/W2134957046","https://openalex.org/W2140757415","https://openalex.org/W2147495866","https://openalex.org/W2153508518","https://openalex.org/W2156776134","https://openalex.org/W2157813460","https://openalex.org/W2159686758","https://openalex.org/W2165211504","https://openalex.org/W2165676867","https://openalex.org/W2167445567","https://openalex.org/W2171262729","https://openalex.org/W2293299776","https://openalex.org/W2997050146","https://openalex.org/W3035310783","https://openalex.org/W3111890340","https://openalex.org/W6600972834"],"related_works":["https://openalex.org/W1774414873","https://openalex.org/W2288127207","https://openalex.org/W1562572077","https://openalex.org/W2219613363","https://openalex.org/W1489885156","https://openalex.org/W2099772619","https://openalex.org/W2003203425","https://openalex.org/W2018187447","https://openalex.org/W2134957046","https://openalex.org/W2084752154"],"abstract_inverted_index":{"The":[0],"work":[1],"reported":[2],"here":[3],"lays":[4],"the":[5,11,19,33,73,84,89,92,120,125,146,150,156,168,179,191,195],"foundations":[6],"of":[7,13,23,36,91,108,122,127,141,155,167,173],"data":[8,25,44],"exchange":[9,45],"in":[10,144],"presence":[12],"probabilistic":[14,47,101],"data.":[15],"This":[16,58],"requires":[17],"rethinking":[18],"very":[20],"basic":[21],"concepts":[22],"traditional":[24],"exchange,":[26],"such":[27,133],"as":[28],"solution,":[29,31],"universal":[30,130],"and":[32,49,56,65,75,82,97,129,135,149,181,184],"certain":[34],"answers":[35],"target":[37,76,137],"queries.":[38],"We":[39],"develop":[40],"a":[41,51,95,161],"framework":[42,59,81,93,180],"for":[43,53,124,170],"over":[46,111],"databases,":[48],"make":[50],"case":[52],"its":[54],"coherence":[55],"robustness.":[57],"applies":[60],"to":[61,94,187,199],"arbitrary":[62],"schema":[63,196],"mappings,":[64],"finite":[66],"or":[67],"countably":[68],"infinite":[69],"probability":[70],"spaces":[71],"on":[72,165],"source":[74],"instances.":[77],"After":[78],"establishing":[79],"this":[80,116],"formulating":[83],"key":[85],"concepts,":[86],"we":[87,118,158,176],"study":[88,119],"application":[90],"concrete":[96],"practical":[98],"setting":[99],"where":[100],"databases":[102],"are":[103],"compactly":[104],"encoded":[105],"by":[106],"means":[107],"annotations":[109],"formulated":[110],"random":[112],"Boolean":[113],"variables.":[114],"In":[115],"setting,":[117],"problems":[121],"testing":[123],"existence":[126],"solutions":[128],"solutions,":[131,134],"materializing":[132],"evaluating":[136],"queries":[138],"(for":[139],"unions":[140],"conjunctive":[142],"queries)":[143],"both":[145],"exact":[147],"sense":[148],"approximate":[151],"sense.":[152],"For":[153],"each":[154],"problems,":[157],"carry":[159],"out":[160],"complexity":[162],"analysis":[163],"based":[164],"properties":[166],"annotation,":[169],"various":[171],"classes":[172],"dependencies.":[174],"Finally,":[175],"show":[177],"that":[178],"results":[182],"easily":[183],"completely":[185],"generalize":[186],"allow":[188],"not":[189],"only":[190],"data,":[192],"but":[193],"also":[194],"mapping":[197],"itself":[198],"be":[200],"probabilistic.":[201]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
