{"id":"https://openalex.org/W2077580837","doi":"https://doi.org/10.1145/2658840.2658845","title":"Taming Big Data","display_name":"Taming Big Data","publication_year":2014,"publication_date":"2014-08-29","ids":{"openalex":"https://openalex.org/W2077580837","doi":"https://doi.org/10.1145/2658840.2658845","mag":"2077580837"},"language":"en","primary_location":{"id":"doi:10.1145/2658840.2658845","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2658840.2658845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Workshop on Bringing the Value of \"Big Data\" to Users (Data4U 2014)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5008363462","display_name":"Rodica Neamtu","orcid":"https://orcid.org/0000-0003-4647-5610"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rodica Neamtu","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ramoza Ahsan","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramoza Ahsan","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027740329","display_name":"Jeff Stokes","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Stokes","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018356204","display_name":"Armend Hoxha","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Armend Hoxha","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088371444","display_name":"Jialiang Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jialiang Bao","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009279958","display_name":"Stefan Gvozdenovic","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefan Gvozdenovic","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015316185","display_name":"Ted Meyer","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ted Meyer","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102958703","display_name":"Nilesh D. Patel","orcid":"https://orcid.org/0000-0002-2252-1590"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nilesh Patel","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087578607","display_name":"Raghu Rangan","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raghu Rangan","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029654015","display_name":"Yumou Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yumou Wang","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102712208","display_name":"Dongyun Zhang","orcid":"https://orcid.org/0000-0002-0751-7809"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongyun Zhang","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008269094","display_name":"Elke A. Rundensteiner","orcid":"https://orcid.org/0000-0001-5375-9254"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elke A. Rundensteiner","raw_affiliation_strings":["Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Computer Science Department, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I107077323"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9979000091552734,"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":0.9944999814033508,"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/T11106","display_name":"Data Management and Algorithms","score":0.9930999875068665,"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/big-data","display_name":"Big data","score":0.8041173815727234},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6590786576271057},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5801968574523926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5656228065490723},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.4833321273326874},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.472896009683609},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.46416738629341125},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.430936723947525},{"id":"https://openalex.org/keywords/census","display_name":"Census","score":0.4293064773082733},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3808167576789856},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1688961386680603},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12339156866073608},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.093446284532547}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8041173815727234},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6590786576271057},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5801968574523926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5656228065490723},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.4833321273326874},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.472896009683609},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.46416738629341125},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.430936723947525},{"id":"https://openalex.org/C52130261","wikidata":"https://www.wikidata.org/wiki/Q39825","display_name":"Census","level":3,"score":0.4293064773082733},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3808167576789856},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1688961386680603},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12339156866073608},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.093446284532547},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2658840.2658845","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2658840.2658845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Workshop on Bringing the Value of \"Big Data\" to Users (Data4U 2014)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.44999998807907104},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4000000059604645}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306115","display_name":"United States Agency for International Development","ror":"https://ror.org/01n6e6j62"},{"id":"https://openalex.org/F4320332210","display_name":"Institute of Education Sciences","ror":"https://ror.org/04et59085"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1515520450","https://openalex.org/W1610496399","https://openalex.org/W2080402044","https://openalex.org/W2203389554","https://openalex.org/W2404273137","https://openalex.org/W2408550856"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W2189613078","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"In":[0],"an":[1,65,74],"era":[2],"where":[3],"Big":[4],"Data":[5],"can":[6,39],"greatly":[7],"impact":[8],"a":[9,36],"broad":[10],"population,":[11],"many":[12],"novel":[13,32],"opportunities":[14],"arise,":[15],"chief":[16],"among":[17],"them":[18],"the":[19,55,119,160,166],"ability":[20],"to":[21,30,89,118,126],"integrate":[22,91],"data":[23,76,105,145,158],"from":[24,101,108],"diverse":[25],"sources":[26,106],"and":[27,43,61,82,92,98,149,155],"\"wrangle\"":[28],"it":[29],"extract":[31],"insights.":[33],"Conceived":[34],"as":[35,64],"tool":[37],"that":[38],"help":[40],"both":[41],"expert":[42],"non-expert":[44],"users":[45],"better":[46],"understand":[47],"public":[48],"data,":[49],"MATTERS":[50,72,138],"was":[51],"collaboratively":[52],"developed":[53],"by":[54],"Massachusetts":[56],"High":[57],"Tech":[58],"Council,":[59],"WPI":[60],"other":[62],"institutions":[63],"analytic":[66],"platform":[67],"offering":[68],"dynamic":[69],"modeling":[70],"capabilities.":[71],"is":[73,88],"integrative":[75],"source":[77],"on":[78],"high":[79],"fidelity":[80],"cost":[81],"talent":[83],"competitiveness":[84,132,164],"metrics.":[85],"Its":[86],"goal":[87],"extract,":[90],"model":[93],"rich":[94],"economic,":[95],"financial,":[96],"educational":[97],"technological":[99],"information":[100],"renowned":[102],"heterogeneous":[103],"web":[104],"ranging":[107],"The":[109,113],"US":[110],"Census":[111],"Bureau,":[112],"Bureau":[114],"of":[115,121,133,137,144,162],"Labor":[116],"Statistics":[117],"Institute":[120],"Education":[122],"Sciences,":[123],"all":[124],"known":[125],"be":[127],"critical":[128],"factors":[129],"influencing":[130],"economic":[131],"states.":[134],"This":[135],"demonstration":[136],"illustrates":[139],"how":[140],"we":[141],"tackle":[142],"challenges":[143],"acquisition,":[146],"cleaning,":[147],"integration":[148],"wrangling":[150],"into":[151],"appropriate":[152],"representations,":[153],"visualization":[154],"story-telling":[156],"with":[157],"in":[159,165],"context":[161],"state":[163],"high-tech":[167],"sector.":[168]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}
