{"id":"https://openalex.org/W2895159315","doi":"https://doi.org/10.14778/3275536.3275542","title":"Optimization for active learning-based interactive database exploration","display_name":"Optimization for active learning-based interactive database exploration","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2895159315","doi":"https://doi.org/10.14778/3275536.3275542","mag":"2895159315"},"language":"en","primary_location":{"id":"doi:10.14778/3275536.3275542","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3275536.3275542","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"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":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01870560","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070850568","display_name":"Enhui Huang","orcid":"https://orcid.org/0000-0002-6901-0587"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Enhui Huang","raw_affiliation_strings":["\u00c9cole Polytechnique, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112390564","display_name":"Liping Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liping Peng","raw_affiliation_strings":["University of Massachusetts Amherst","UMass Amherst - University of Massachusetts [Amherst] (300 Massachusetts Ave, Amherst, MA 01003 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"UMass Amherst - University of Massachusetts [Amherst] (300 Massachusetts Ave, Amherst, MA 01003 - United States)","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086441065","display_name":"Luciano Di Palma","orcid":"https://orcid.org/0000-0002-2400-5602"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luciano Di Palma","raw_affiliation_strings":["\u00c9cole Polytechnique, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030181184","display_name":"Ahmed Abdelkafi","orcid":null},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmed Abdelkafi","raw_affiliation_strings":["\u00c9cole Polytechnique, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101683667","display_name":"Anna Liu","orcid":"https://orcid.org/0000-0001-9166-7908"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Liu","raw_affiliation_strings":["University of Massachusetts Amherst","UMass Amherst - University of Massachusetts [Amherst] (300 Massachusetts Ave, Amherst, MA 01003 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"UMass Amherst - University of Massachusetts [Amherst] (300 Massachusetts Ave, Amherst, MA 01003 - United States)","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109548832","display_name":"Yanlei Diao","orcid":"https://orcid.org/0009-0000-7793-9671"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Yanlei Diao","raw_affiliation_strings":["\u00c9cole Polytechnique, France","UMass Amherst - University of Massachusetts [Amherst] (300 Massachusetts Ave, Amherst, MA 01003 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique, France","institution_ids":["https://openalex.org/I142476485"]},{"raw_affiliation_string":"UMass Amherst - University of Massachusetts [Amherst] (300 Massachusetts Ave, Amherst, MA 01003 - United States)","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1294,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.90397949,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":"1","first_page":"71","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9983999729156494,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9962999820709229,"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/computer-science","display_name":"Computer science","score":0.8326054215431213},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6200214624404907},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5668022036552429},{"id":"https://openalex.org/keywords/interactive-learning","display_name":"Interactive Learning","score":0.4364653527736664},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.42140114307403564},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4048364758491516},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38997864723205566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3201289176940918},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.09862285852432251}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8326054215431213},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6200214624404907},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5668022036552429},{"id":"https://openalex.org/C2776716048","wikidata":"https://www.wikidata.org/wiki/Q6045290","display_name":"Interactive Learning","level":2,"score":0.4364653527736664},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.42140114307403564},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4048364758491516},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38997864723205566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3201289176940918},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.09862285852432251},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.14778/3275536.3275542","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3275536.3275542","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"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":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01870560v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01870560","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"[Technical Report] Ecole Polytechnique; University of Massachusetts Amherst. 2018","raw_type":"info:eu-repo/semantics/report"},{"id":"pmh:oai:HAL:hal-01969886v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01969886","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the VLDB Endowment (PVLDB), 2018, 12 (1), pp.71-84. ⟨10.14778/3275536.3275542⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01870560v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01870560","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"[Technical Report] Ecole Polytechnique; University of Massachusetts Amherst. 2018","raw_type":"info:eu-repo/semantics/report"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3077373459","display_name":"A New Database Service for Interactive Exploration on Big Data","funder_award_id":"ANR-16-CE23-0010","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1559136395","https://openalex.org/W1979152732","https://openalex.org/W2009088535","https://openalex.org/W2013167115","https://openalex.org/W2016339871","https://openalex.org/W2043772275","https://openalex.org/W2056138823","https://openalex.org/W2057178786","https://openalex.org/W2057513751","https://openalex.org/W2062896907","https://openalex.org/W2073893626","https://openalex.org/W2091341267","https://openalex.org/W2096703709","https://openalex.org/W2099550922","https://openalex.org/W2100852567","https://openalex.org/W2108100349","https://openalex.org/W2108898822","https://openalex.org/W2124281878","https://openalex.org/W2135106139","https://openalex.org/W2153504150","https://openalex.org/W2155827768","https://openalex.org/W2162775068","https://openalex.org/W2170199760","https://openalex.org/W2197636328","https://openalex.org/W2275996142","https://openalex.org/W2296014558","https://openalex.org/W2309755354","https://openalex.org/W2426031434","https://openalex.org/W2443450302","https://openalex.org/W2518579368","https://openalex.org/W2560713231","https://openalex.org/W2612993235","https://openalex.org/W2613531879","https://openalex.org/W2744201295","https://openalex.org/W2895159315","https://openalex.org/W2911964244","https://openalex.org/W2914331073","https://openalex.org/W2951100097","https://openalex.org/W2952237617","https://openalex.org/W2952562730","https://openalex.org/W2963007973","https://openalex.org/W2999943684","https://openalex.org/W3009226383","https://openalex.org/W3102366752","https://openalex.org/W3124316277","https://openalex.org/W3140476490","https://openalex.org/W4210631977","https://openalex.org/W4245777329","https://openalex.org/W4285719527","https://openalex.org/W4299828299","https://openalex.org/W6676638532","https://openalex.org/W6682971512","https://openalex.org/W6759166333","https://openalex.org/W6792634979"],"related_works":["https://openalex.org/W1501776718","https://openalex.org/W2615136228","https://openalex.org/W657108774","https://openalex.org/W2390192952","https://openalex.org/W2480620430","https://openalex.org/W2373296418","https://openalex.org/W1515761309","https://openalex.org/W3213254966","https://openalex.org/W2377265617","https://openalex.org/W3099553761"],"abstract_inverted_index":{"There":[0],"is":[1],"an":[2,60],"increasing":[3],"gap":[4,32],"between":[5],"fast":[6],"growth":[7],"of":[8,24,81,84,92,114],"data":[9,25,41,52,144],"and":[10,33,77,95,128,143],"limited":[11],"human":[12],"ability":[13],"to":[14,49,87,109],"comprehend":[15],"data.":[16],"Consequently,":[17],"there":[18],"has":[19],"been":[20],"a":[21,55,72,111],"growing":[22],"demand":[23],"management":[26],"tools":[27],"that":[28,133],"can":[29],"bridge":[30],"this":[31,45],"help":[34],"the":[35,68,79,90,106,119],"user":[36,129],"retrieve":[37],"high-value":[38],"content":[39],"from":[40],"more":[42],"effectively.":[43],"In":[44,64],"work,":[46],"we":[47,66],"aim":[48],"build":[50],"interactive":[51,154],"exploration":[53,145],"as":[54],"new":[56,93,103,135],"database":[57,85,100,107],"service,":[58],"using":[59,125],"approach":[61],"called":[62],"\"explore-by-example\".":[63],"particular,":[65],"cast":[67],"explore-by-example":[69],"problem":[70],"in":[71,147],"principled":[73],"\"active":[74],"learning\"":[75],"framework,":[76],"bring":[78],"properties":[80],"important":[82],"classes":[83],"queries":[86],"bear":[88],"on":[89],"design":[91],"algorithms":[94],"optimizations":[96],"for":[97,153],"active":[98,116,140],"learning-based":[99],"exploration.":[101],"These":[102],"techniques":[104,142],"allow":[105],"system":[108,136],"overcome":[110],"fundamental":[112],"limitation":[113],"traditional":[115],"learning,":[117],"i.e.,":[118],"slow":[120],"convergence":[121],"problem.":[122],"Evaluation":[123],"results":[124],"real-world":[126],"datasets":[127],"interest":[130],"patterns":[131],"show":[132],"our":[134],"significantly":[137],"outperforms":[138],"state-of-the-art":[139],"learning":[141],"systems":[146],"accuracy":[148],"while":[149],"achieving":[150],"desired":[151],"efficiency":[152],"performance.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}