{"id":"https://openalex.org/W2150965582","doi":"https://doi.org/10.1145/1739041.1739099","title":"Probabilistic ranking over relations","display_name":"Probabilistic ranking over relations","publication_year":2010,"publication_date":"2010-03-16","ids":{"openalex":"https://openalex.org/W2150965582","doi":"https://doi.org/10.1145/1739041.1739099","mag":"2150965582"},"language":"en","primary_location":{"id":"doi:10.1145/1739041.1739099","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1739041.1739099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Extending Database Technology","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/A5037530341","display_name":"Lijun Chang","orcid":"https://orcid.org/0000-0002-6830-3900"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lijun Chang","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075642293","display_name":"Jeffrey Xu Yu","orcid":"https://orcid.org/0000-0002-9738-827X"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jeffrey Xu Yu","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046220908","display_name":"Lu Qin","orcid":"https://orcid.org/0000-0001-6068-5062"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Qin","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079659938","display_name":"Xuemin Lin","orcid":"https://orcid.org/0000-0003-2396-7225"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xuemin Lin","raw_affiliation_strings":["The University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"The University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037530341"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20424235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"477","last_page":"488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":1.0,"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":1.0,"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":0.9973999857902527,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.991599977016449,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.8923550844192505},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8439109325408936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7104080319404602},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.48944130539894104},{"id":"https://openalex.org/keywords/probabilistic-relevance-model","display_name":"Probabilistic relevance model","score":0.46809032559394836},{"id":"https://openalex.org/keywords/probabilistic-database","display_name":"Probabilistic database","score":0.46311771869659424},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.45741695165634155},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.41681772470474243},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39793500304222107},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37799352407455444},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32053834199905396},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.3082410991191864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.288141131401062},{"id":"https://openalex.org/keywords/database-theory","display_name":"Database theory","score":0.09968104958534241},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.09662681818008423}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.8923550844192505},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8439109325408936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7104080319404602},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.48944130539894104},{"id":"https://openalex.org/C143017306","wikidata":"https://www.wikidata.org/wiki/Q3318133","display_name":"Probabilistic relevance model","level":4,"score":0.46809032559394836},{"id":"https://openalex.org/C174539288","wikidata":"https://www.wikidata.org/wiki/Q7246853","display_name":"Probabilistic database","level":4,"score":0.46311771869659424},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.45741695165634155},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.41681772470474243},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39793500304222107},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37799352407455444},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32053834199905396},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.3082410991191864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.288141131401062},{"id":"https://openalex.org/C12439846","wikidata":"https://www.wikidata.org/wiki/Q4809258","display_name":"Database theory","level":3,"score":0.09968104958534241},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.09662681818008423},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1739041.1739099","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1739041.1739099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Extending Database Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.187.1201","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.187.1201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.unsw.edu.au/%7Elxue/paper/edbt10.pdf","raw_type":"text"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/28970","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/28970","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G423992050","display_name":null,"funder_award_id":"419008/419109","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G8196920459","display_name":null,"funder_award_id":"DP0987557/DP0881035","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1600580971","https://openalex.org/W1818890319","https://openalex.org/W1850437073","https://openalex.org/W1968461475","https://openalex.org/W1977330283","https://openalex.org/W1989800045","https://openalex.org/W1991249762","https://openalex.org/W1992977903","https://openalex.org/W2005112390","https://openalex.org/W2009688537","https://openalex.org/W2020919487","https://openalex.org/W2041763948","https://openalex.org/W2044494469","https://openalex.org/W2054046497","https://openalex.org/W2078686663","https://openalex.org/W2088422262","https://openalex.org/W2093584660","https://openalex.org/W2099797738","https://openalex.org/W2109402524","https://openalex.org/W2115986770","https://openalex.org/W2120342618","https://openalex.org/W2121433213","https://openalex.org/W2124624809","https://openalex.org/W2129035130","https://openalex.org/W2133246278","https://openalex.org/W2133863472","https://openalex.org/W2138271690","https://openalex.org/W2140237757","https://openalex.org/W2143485006","https://openalex.org/W2143682328","https://openalex.org/W2160305607","https://openalex.org/W2164688391","https://openalex.org/W2166916904","https://openalex.org/W2167631575","https://openalex.org/W2171688288","https://openalex.org/W2666600683","https://openalex.org/W3138367763"],"related_works":["https://openalex.org/W4238495367","https://openalex.org/W2749065928","https://openalex.org/W1774414873","https://openalex.org/W2739264497","https://openalex.org/W3028746955","https://openalex.org/W123093449","https://openalex.org/W1575260591","https://openalex.org/W3132053208","https://openalex.org/W2105402307","https://openalex.org/W2227862337"],"abstract_inverted_index":{"Probabilistic":[0],"top-k":[1,24,95,116,161],"ranking":[2,25,96],"queries":[3,97],"have":[4],"been":[5],"extensively":[6],"studied":[7],"due":[8],"to":[9,74,158],"the":[10,30,52,55,60,111,125,138],"fact":[11],"that":[12,40,65],"data":[13,87],"obtained":[14],"can":[15],"be":[16,75],"uncertain":[17],"in":[18,59,66,77,82,86,104,114,128,145,177],"many":[19],"real":[20,169],"applications.":[21],"A":[22],"probabilistic":[23,94,115,121,160],"query":[26],"ranks":[27],"objects":[28,46,56],"by":[29],"interplay":[31],"of":[32,51,54,142,147],"score":[33,122],"and":[34,49,69,85,100,131,134,140,155,170,173],"probability,":[35],"with":[36],"an":[37],"implicit":[38],"assumption":[39],"both":[41],"scores":[42,68,99],"based":[43],"on":[44,109,137],"which":[45],"are":[47,57,71,102],"ranked":[48],"probabilities":[50,70,101],"existence":[53],"stored":[58,76,103],"same":[61],"relation.":[62],"We":[63,107,118,150,163],"observe":[64],"general":[67],"highly":[72],"possible":[73],"different":[78,105],"relations,":[79],"for":[80],"example,":[81],"column-oriented":[83],"DBMSs":[84],"warehouses.":[88],"In":[89],"this":[90,178],"paper":[91],"we":[92],"study":[93],"when":[98],"relations.":[106],"focus":[108],"reducing":[110],"join":[112],"cost":[113],"ranking.":[117,162],"investigate":[119],"two":[120],"functions,":[123],"discuss":[124],"upper/lower":[126,148],"bounds":[127],"random":[129],"access":[130,144],"sequential":[132],"access,":[133],"provide":[135],"insights":[136],"advantages":[139],"disadvantages":[141],"random/sequential":[143],"terms":[146],"bounds.":[149],"also":[151],"propose":[152],"random,":[153],"sequential,":[154],"hybrid":[156],"algorithms":[157],"conduct":[159],"conducted":[164],"extensive":[165],"performance":[166],"studies":[167],"using":[168],"synthetic":[171],"datasets,":[172],"report":[174],"our":[175],"findings":[176],"paper.":[179]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
