{"id":"https://openalex.org/W4396988354","doi":"https://doi.org/10.1145/3663742.3663972","title":"Rethinking Table Retrieval from Data Lakes","display_name":"Rethinking Table Retrieval from Data Lakes","publication_year":2024,"publication_date":"2024-05-17","ids":{"openalex":"https://openalex.org/W4396988354","doi":"https://doi.org/10.1145/3663742.3663972"},"language":"en","primary_location":{"id":"doi:10.1145/3663742.3663972","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3663742.3663972","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management","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/A5001221750","display_name":"Jan-Micha Bodensohn","orcid":"https://orcid.org/0000-0003-4884-0300"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan-Micha Bodensohn","raw_affiliation_strings":["DFKI &amp; Technical University of Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"DFKI &amp; Technical University of Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073504200","display_name":"Carsten Binnig","orcid":"https://orcid.org/0000-0002-2744-7836"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carsten Binnig","raw_affiliation_strings":["Technical University of Darmstadt &amp; DFKI, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Darmstadt &amp; DFKI, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001221750"],"corresponding_institution_ids":["https://openalex.org/I31512782"],"apc_list":null,"apc_paid":null,"fwci":0.4849,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64846408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11719","display_name":"Data Quality and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9958999752998352,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9916999936103821,"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/computer-science","display_name":"Computer science","score":0.6295859813690186},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.6257175207138062},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.47040778398513794},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.389326810836792},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.23373010754585266},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21110951900482178}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6295859813690186},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.6257175207138062},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.47040778398513794},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.389326810836792},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.23373010754585266},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21110951900482178}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3663742.3663972","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3663742.3663972","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management","raw_type":"proceedings-article"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:152793","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/view/person/Bodensohn=3AJan-Micha=3A=3A.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"},{"id":"pmh:oai:publikationen.ub.uni-frankfurt.de:80953","is_oa":false,"landing_page_url":"http://publikationen.ub.uni-frankfurt.de/frontdoor/index/index/docId/80953","pdf_url":null,"source":{"id":"https://openalex.org/S4306400432","display_name":"Publication Server of Goethe University Frankfurt am Main (Goethe University Frankfurt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114090438","host_organization_name":"Goethe University Frankfurt","host_organization_lineage":["https://openalex.org/I114090438"],"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":"doc-type:article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1969621019","https://openalex.org/W2108223890","https://openalex.org/W2168440643","https://openalex.org/W2788550262","https://openalex.org/W2798664493","https://openalex.org/W2890431379","https://openalex.org/W3026889466","https://openalex.org/W3034944976","https://openalex.org/W3099839495","https://openalex.org/W3099965312","https://openalex.org/W3153032435","https://openalex.org/W3157891451","https://openalex.org/W3174637548","https://openalex.org/W4221009220","https://openalex.org/W4302802341","https://openalex.org/W4311725589","https://openalex.org/W4385570795","https://openalex.org/W4385571658","https://openalex.org/W4387332921"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4394360958","https://openalex.org/W4396696052","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Table":[0],"retrieval":[1,22,79,123],"from":[2],"data":[3,14,55],"lakes":[4],"has":[5],"recently":[6],"become":[7],"important":[8],"for":[9],"many":[10],"downstream":[11,126],"tasks,":[12],"including":[13],"discovery":[15],"and":[16,33,56,80,124],"table":[17,21,78,122,130],"question":[18,131],"answering.":[19,132],"Existing":[20],"approaches":[23],"estimate":[24],"each":[25],"table's":[26],"relevance":[27],"to":[28,105],"a":[29,35,86,99],"particular":[30],"information":[31,60,108],"need":[32],"return":[34],"ranking":[36],"of":[37,75,84,113],"the":[38,49,58,73,106],"most":[39],"relevant":[40,125],"tables.":[41,66],"This":[42],"approach":[43,115],"is":[44,103],"not":[45],"ideal":[46],"since":[47],"(1)":[48],"returned":[50],"tables":[51,90],"often":[52],"include":[53],"irrelevant":[54],"(2)":[57],"required":[59],"may":[61],"be":[62],"scattered":[63],"across":[64],"multiple":[65],"To":[67],"address":[68],"these":[69],"issues,":[70],"we":[71],"propose":[72],"idea":[74,119],"fine-grained":[76],"structured":[77,100],"present":[81],"our":[82,114,118],"vision":[83],"R2D2,":[85],"system":[87],"which":[88],"slices":[89],"into":[91,98],"small":[92],"tiles":[93],"that":[94,102],"are":[95],"later":[96],"composed":[97],"result":[101],"tailored":[104],"user-provided":[107],"need.":[109],"An":[110],"initial":[111],"evaluation":[112],"demonstrates":[116],"how":[117],"can":[120],"improve":[121],"tasks":[127],"such":[128],"as":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
