{"id":"https://openalex.org/W2037824148","doi":"https://doi.org/10.1145/2483574.2483580","title":"Turning scientists into data explorers","display_name":"Turning scientists into data explorers","publication_year":2013,"publication_date":"2013-06-22","ids":{"openalex":"https://openalex.org/W2037824148","doi":"https://doi.org/10.1145/2483574.2483580","mag":"2037824148"},"language":"en","primary_location":{"id":"doi:10.1145/2483574.2483580","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2483574.2483580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 SIGMOD/PODS Ph.D. symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ir.cwi.nl/pub/21398/21398D.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009682468","display_name":"Ya\u011f\u00edz Karg\u00edn","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I1341640284","display_name":"Centrum Wiskunde & Informatica","ror":"https://ror.org/00x7ekv49","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1341640284","https://openalex.org/I2800991832"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Ya\u011f\u0131z Karg\u0131n","raw_affiliation_strings":["CWI &amp; University of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"CWI &amp; University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I1341640284","https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009682468"],"corresponding_institution_ids":["https://openalex.org/I1341640284","https://openalex.org/I887064364"],"apc_list":null,"apc_paid":null,"fwci":0.827,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.83739212,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9980000257492065,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9944999814033508,"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":0.8606489300727844},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.858910083770752},{"id":"https://openalex.org/keywords/interactivity","display_name":"Interactivity","score":0.746345043182373},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6120295524597168},{"id":"https://openalex.org/keywords/metadata-repository","display_name":"Metadata repository","score":0.5150141716003418},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.469856858253479},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42453593015670776},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3496131896972656},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3315264582633972}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8606489300727844},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.858910083770752},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.746345043182373},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6120295524597168},{"id":"https://openalex.org/C153048206","wikidata":"https://www.wikidata.org/wiki/Q3454922","display_name":"Metadata repository","level":3,"score":0.5150141716003418},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.469856858253479},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42453593015670776},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3496131896972656},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3315264582633972},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2483574.2483580","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2483574.2483580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 SIGMOD/PODS Ph.D. symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:cwi.nl:21398","is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/21398","pdf_url":"https://ir.cwi.nl/pub/21398/21398D.pdf","source":{"id":"https://openalex.org/S7407055335","display_name":"Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:cwi.nl:21398","is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/21398","pdf_url":"https://ir.cwi.nl/pub/21398/21398D.pdf","source":{"id":"https://openalex.org/S7407055335","display_name":"Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2037824148.pdf","grobid_xml":"https://content.openalex.org/works/W2037824148.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W56918557","https://openalex.org/W1470381117","https://openalex.org/W1565225458","https://openalex.org/W1592056534","https://openalex.org/W1593503233","https://openalex.org/W1683392482","https://openalex.org/W1964941055","https://openalex.org/W1999427920","https://openalex.org/W2083036673","https://openalex.org/W2103207352","https://openalex.org/W2113601246","https://openalex.org/W2123663722","https://openalex.org/W2142996534","https://openalex.org/W2157085223","https://openalex.org/W2159825340","https://openalex.org/W2170178486","https://openalex.org/W2295123623","https://openalex.org/W3142730227"],"related_works":["https://openalex.org/W1552553528","https://openalex.org/W2183628870","https://openalex.org/W3023161639","https://openalex.org/W2008531296","https://openalex.org/W2782431616","https://openalex.org/W2394393789","https://openalex.org/W2374379029","https://openalex.org/W1503116306","https://openalex.org/W4299935056","https://openalex.org/W4385414095"],"abstract_inverted_index":{"Nowadays":[0],"scientists":[1,24],"receive":[2],"increasingly":[3],"large":[4],"volumes":[5,10],"of":[6,40,104,142],"data":[7,27,106,127,167],"daily.":[8],"These":[9],"and":[11,36,53,122],"accompanying":[12],"metadata":[13,68,118],"that":[14,30,66,134],"describes":[15],"them":[16],"are":[17],"collected":[18],"in":[19,83],"scientific":[20],"file":[21,33],"repositories.":[22],"Today's":[23],"need":[25],"a":[26,38,49,78],"management":[28],"tool":[29],"makes":[31],"these":[32,71,151],"repositories":[34],"accessible":[35],"performs":[37],"number":[39],"exploration":[41,62],"steps":[42],"near-instantly.":[43],"Current":[44],"database":[45],"technology,":[46],"however,":[47],"has":[48],"long":[50],"data-to-insight":[51],"time,":[52],"does":[54],"not":[55],"provide":[56],"enough":[57],"interactivity":[58,121],"to":[59,119,123,164],"shorten":[60],"the":[61,87,94,102,105,110,155,158,161],"time.":[63],"We":[64],"envision":[65],"exploiting":[67],"helps":[69],"solving":[70],"problems.":[72],"To":[73],"this":[74],"end,":[75],"we":[76,85,97,115,153],"propose":[77],"novel":[79],"query":[80,88,129,145],"execution":[81,89],"paradigm,":[82],"which":[84],"decompose":[86],"into":[90],"two":[91],"stages.":[92],"During":[93],"first":[95],"stage,":[96],"process":[98],"only":[99,125],"metadata,":[100],"whereas":[101],"rest":[103],"is":[107,138],"processed":[108],"during":[109],"second":[111],"stage.":[112],"So":[113],"that,":[114],"can":[116],"exploit":[117],"boost":[120],"ingest":[124],"required":[126],"per":[128],"transparently.":[130],"Preliminary":[131],"experiments":[132],"show":[133],"up-front":[135],"ingestion":[136],"time":[137],"reduced":[139],"by":[140,150],"orders":[141],"magnitude,":[143],"while":[144],"performance":[146],"remains":[147],"similar.":[148],"Motivated":[149],"results,":[152],"identify":[154],"challenges":[156],"on":[157],"way":[159],"from":[160],"new":[162],"paradigm":[163],"efficient":[165],"interactive":[166],"exploration.":[168]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}
