{"id":"https://openalex.org/W4320024005","doi":"https://doi.org/10.1109/bigdata55660.2022.10020252","title":"Exploiting Machine Learning Models for Approximate Query Processing","display_name":"Exploiting Machine Learning Models for Approximate Query Processing","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4320024005","doi":"https://doi.org/10.1109/bigdata55660.2022.10020252"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10020252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020252","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","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/A5000217257","display_name":"Taewhi Lee","orcid":"https://orcid.org/0000-0002-9846-1862"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Taewhi Lee","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Smart Data Research Section, AI Research Lab,Daejeon,Republic of Korea","Smart Data Research Section, AI Research Lab, Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Smart Data Research Section, AI Research Lab,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Smart Data Research Section, AI Research Lab, Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049215835","display_name":"Ki-Hyuk Nam","orcid":"https://orcid.org/0009-0007-1780-5920"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kihyuk Nam","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Smart Data Research Section, AI Research Lab,Daejeon,Republic of Korea","Smart Data Research Section, AI Research Lab, Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Smart Data Research Section, AI Research Lab,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Smart Data Research Section, AI Research Lab, Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077196923","display_name":"Choon Seo Park","orcid":"https://orcid.org/0009-0007-5089-0979"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choon Seo Park","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Smart Data Research Section, AI Research Lab,Daejeon,Republic of Korea","Smart Data Research Section, AI Research Lab, Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Smart Data Research Section, AI Research Lab,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Smart Data Research Section, AI Research Lab, Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100340036","display_name":"Sung-Soo Kim","orcid":"https://orcid.org/0000-0003-3207-4648"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung-Soo Kim","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Smart Data Research Section, AI Research Lab,Daejeon,Republic of Korea","Smart Data Research Section, AI Research Lab, Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Smart Data Research Section, AI Research Lab,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Smart Data Research Section, AI Research Lab, Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000217257"],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":0.3677,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55576619,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"6752","last_page":"6754"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9991000294685364,"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/T11719","display_name":"Data Quality and Management","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.864291787147522},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.6681553721427917},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.6268268823623657},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.5687711238861084},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.5551472306251526},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5306614637374878},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.5255476236343384},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.5243425965309143},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.5010855197906494},{"id":"https://openalex.org/keywords/online-aggregation","display_name":"Online aggregation","score":0.4677213728427887},{"id":"https://openalex.org/keywords/rdf-query-language","display_name":"RDF query language","score":0.434002548456192},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38972073793411255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3527489900588989},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32911962270736694},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.31131523847579956},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.17996785044670105}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.864291787147522},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.6681553721427917},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.6268268823623657},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.5687711238861084},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.5551472306251526},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5306614637374878},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.5255476236343384},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.5243425965309143},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.5010855197906494},{"id":"https://openalex.org/C24028149","wikidata":"https://www.wikidata.org/wiki/Q7094056","display_name":"Online aggregation","level":5,"score":0.4677213728427887},{"id":"https://openalex.org/C96956885","wikidata":"https://www.wikidata.org/wiki/Q6138701","display_name":"RDF query language","level":5,"score":0.434002548456192},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38972073793411255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3527489900588989},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32911962270736694},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.31131523847579956},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.17996785044670105},{"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"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":1,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10020252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020252","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2071989194","https://openalex.org/W2795530455","https://openalex.org/W2806276686","https://openalex.org/W2913954081","https://openalex.org/W2948791565","https://openalex.org/W3013555795","https://openalex.org/W3031176864","https://openalex.org/W3100965700","https://openalex.org/W3123788974","https://openalex.org/W3167477380","https://openalex.org/W4283790955","https://openalex.org/W4310171753","https://openalex.org/W6765451912"],"related_works":["https://openalex.org/W2901901036","https://openalex.org/W2186703450","https://openalex.org/W2124814993","https://openalex.org/W8514837","https://openalex.org/W1981131819","https://openalex.org/W2740424238","https://openalex.org/W2394631576","https://openalex.org/W1943676473","https://openalex.org/W193863727","https://openalex.org/W2350026801"],"abstract_inverted_index":{"Approximate":[0],"query":[1,21,52],"processing":[2,25],"can":[3,46],"help":[4],"reduce":[5],"response":[6,55],"time":[7],"for":[8,24,58],"aggregate":[9],"queries":[10,27],"in":[11,54],"exploratory":[12],"data":[13,30],"analysis.":[14],"In":[15],"this":[16],"study,":[17],"we":[18,41],"describe":[19],"basic":[20],"transformation":[22],"rules":[23],"approximate":[26,51],"using":[28],"synthetic":[29],"tables":[31],"or":[32],"inferential":[33],"models.":[34],"Based":[35],"on":[36],"the":[37],"preliminary":[38],"experimental":[39],"results,":[40],"confirm":[42],"that":[43],"ML":[44],"models":[45],"be":[47],"used":[48],"to":[49],"provide":[50],"results":[53],"times":[56],"acceptable":[57],"applications.":[59]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
