{"id":"https://openalex.org/W4407367356","doi":"https://doi.org/10.1145/3709658","title":"An Adaptive Benchmark for Modeling User Exploration of Large Datasets","display_name":"An Adaptive Benchmark for Modeling User Exploration of Large Datasets","publication_year":2025,"publication_date":"2025-02-10","ids":{"openalex":"https://openalex.org/W4407367356","doi":"https://doi.org/10.1145/3709658"},"language":"en","primary_location":{"id":"doi:10.1145/3709658","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3709658","pdf_url":null,"source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"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 ACM on Management of Data","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/A5063455454","display_name":"Joanna Purich","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joanna Purich","raw_affiliation_strings":["University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0009-0007-7736-3597","affiliations":[{"raw_affiliation_string":"University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108346338","display_name":"Alan Wise","orcid":"https://orcid.org/0009-0003-5594-819X"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Wise","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"raw_orcid":"https://orcid.org/0009-0003-5594-819X","affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009763002","display_name":"Leilani Battle","orcid":"https://orcid.org/0000-0003-3870-636X"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leilani Battle","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3870-636X","affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063455454"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0146043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":"1","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9909999966621399,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9840999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.8214370012283325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6846040487289429},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3398357629776001},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3391300439834595},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15428057312965393}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8214370012283325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6846040487289429},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3398357629776001},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3391300439834595},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15428057312965393},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3709658","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3709658","pdf_url":null,"source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"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 ACM on Management of Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4488271610","display_name":null,"funder_award_id":"2141506, 2313998","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1578512165","https://openalex.org/W1932370209","https://openalex.org/W1991207010","https://openalex.org/W2002544066","https://openalex.org/W2059907446","https://openalex.org/W2073800769","https://openalex.org/W2083619093","https://openalex.org/W2091341267","https://openalex.org/W2100852567","https://openalex.org/W2287207825","https://openalex.org/W2443229613","https://openalex.org/W2479648088","https://openalex.org/W2512646345","https://openalex.org/W2610226709","https://openalex.org/W2752586131","https://openalex.org/W2753088425","https://openalex.org/W2795875919","https://openalex.org/W2801629698","https://openalex.org/W2803826376","https://openalex.org/W2806056912","https://openalex.org/W2888652842","https://openalex.org/W2891451635","https://openalex.org/W2940677186","https://openalex.org/W2961269636","https://openalex.org/W2963707382","https://openalex.org/W2963770879","https://openalex.org/W3014408551","https://openalex.org/W3022878348","https://openalex.org/W3028867501","https://openalex.org/W3030690619","https://openalex.org/W3162249073","https://openalex.org/W3202569757","https://openalex.org/W4226277180","https://openalex.org/W4231813008","https://openalex.org/W4244888246","https://openalex.org/W4281848488","https://openalex.org/W4297094534","https://openalex.org/W4387951978"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526"],"abstract_inverted_index":{"In":[0,82],"this":[1,83],"paper,":[2],"we":[3,123],"present":[4],"a":[5,45,54,163],"new":[6],"DBMS":[7,154],"performance":[8,129,155],"benchmark":[9,35,87],"that":[10],"can":[11,88,150],"simulate":[12,89],"user":[13,41,58],"exploration":[14,103,167],"with":[15,133,142],"any":[16],"specified":[17],"dashboard":[18,136],"design":[19],"made":[20],"of":[21,30,47,57,66,101,119,130,165],"standard":[22],"visualization":[23],"and":[24,78,105,138,161],"interaction":[25],"components.":[26],"The":[27],"distinguishing":[28],"feature":[29],"our":[31,140],"SImulation-BAsed":[32],"(or":[33],"SIMBA)":[34],"is":[36],"its":[37],"ability":[38],"to":[39,50,126],"model":[40],"analysis":[42,67],"goals":[43,68,111],"as":[44,60,62],"set":[46],"SQL":[48],"queries":[49,77],"be":[51],"generated":[52],"through":[53],"valid":[55],"sequence":[56],"interactions,":[59],"well":[61],"measure":[63],"the":[64,74,85,99,113,117,120,128],"completion":[65],"by":[69,157],"testing":[70],"for":[71,95],"equivalence":[72],"between":[73],"user's":[75],"previous":[76],"their":[79],"goal":[80],"queries.":[81],"way,":[84],"SIMBA":[86,121],"how":[90,147],"an":[91,102],"analyst":[92],"opportunistically":[93],"searches":[94],"interesting":[96],"insights":[97],"at":[98],"beginning":[100],"session":[104],"eventually":[106],"hones":[107],"in":[108,153],"on":[109],"specific":[110],"towards":[112],"end.":[114],"To":[115],"demonstrate":[116],"versatility":[118],"benchmark,":[122],"use":[124],"it":[125],"test":[127],"four":[131],"DBMSs":[132],"six":[134],"different":[135],"specifications":[137],"compare":[139],"results":[141,145],"IDEBench.":[143],"Our":[144],"show":[146],"goal-driven":[148],"simulation":[149],"reveal":[151],"gaps":[152],"missed":[156],"existing":[158],"benchmarking":[159],"methods":[160],"across":[162],"range":[164],"data":[166],"scenarios.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}