{"id":"https://openalex.org/W3083012483","doi":"https://doi.org/10.1145/2428616.2431055","title":"Hazy: Making it Easier to Build and Maintain Big-data Analytics","display_name":"Hazy: Making it Easier to Build and Maintain Big-data Analytics","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W3083012483","doi":"https://doi.org/10.1145/2428616.2431055","mag":"3083012483"},"language":"en","primary_location":{"id":"doi:10.1145/2428616.2431055","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2428616.2431055","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2428616.2431055","source":{"id":"https://openalex.org/S45584542","display_name":"Queue","issn_l":"1542-7730","issn":["1542-7730","1542-7749"],"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":"Queue","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2428616.2431055","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069604107","display_name":"Arun Kumar","orcid":"https://orcid.org/0000-0003-1972-5717"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arun Kumar","raw_affiliation_strings":["Department of Computer Sciences, University of Wisconsin-Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039949603","display_name":"Feng Niu","orcid":"https://orcid.org/0000-0003-2465-647X"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Niu","raw_affiliation_strings":["Department of Computer Sciences, University of Wisconsin-Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103852640","display_name":"Christopher R\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher R\u00e9","raw_affiliation_strings":["Department of Computer Sciences, University of Wisconsin-Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":3.1458,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92233327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"30","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.995199978351593,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8811260461807251},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.619321346282959},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6118388772010803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6083114147186279},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.47585102915763855},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4324008822441101},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3648436665534973},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.14741799235343933}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8811260461807251},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.619321346282959},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6118388772010803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6083114147186279},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.47585102915763855},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4324008822441101},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3648436665534973},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.14741799235343933},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2428616.2431055","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2428616.2431055","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2428616.2431055","source":{"id":"https://openalex.org/S45584542","display_name":"Queue","issn_l":"1542-7730","issn":["1542-7730","1542-7749"],"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":"Queue","raw_type":"journal-article"},{"id":"pmh:oai:researchbank.rmit.edu.au:rmit:24149","is_oa":false,"landing_page_url":"http://researchbank.rmit.edu.au/view/rmit:24149","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/27462330","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Hazy_Making_it_easier_to_build_and_maintain_big-data_analytics/27462330","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"}],"best_oa_location":{"id":"doi:10.1145/2428616.2431055","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2428616.2431055","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2428616.2431055","source":{"id":"https://openalex.org/S45584542","display_name":"Queue","issn_l":"1542-7730","issn":["1542-7730","1542-7749"],"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":"Queue","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1869467075","display_name":null,"funder_award_id":"N000141210041","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G4713059963","display_name":null,"funder_award_id":"FA8750","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3083012483.pdf","grobid_xml":"https://content.openalex.org/works/W3083012483.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1506285740","https://openalex.org/W1554944419","https://openalex.org/W1977970897","https://openalex.org/W2013373704","https://openalex.org/W2044849727","https://openalex.org/W2090850279","https://openalex.org/W2102486516","https://openalex.org/W2103201239","https://openalex.org/W2105767123","https://openalex.org/W2113651538","https://openalex.org/W2117986441","https://openalex.org/W2119273405","https://openalex.org/W2129207602","https://openalex.org/W2135209143","https://openalex.org/W2138243089","https://openalex.org/W2166706236","https://openalex.org/W2296319761","https://openalex.org/W2406996511","https://openalex.org/W2951734015","https://openalex.org/W2951781666","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W2551093110","https://openalex.org/W2777139086","https://openalex.org/W2337265393","https://openalex.org/W2509056639","https://openalex.org/W2890270754","https://openalex.org/W2790702400","https://openalex.org/W3121830558","https://openalex.org/W4245312229","https://openalex.org/W4385701452","https://openalex.org/W4223902424"],"abstract_inverted_index":{"The":[0,19],"rise":[1],"of":[2,35,48],"big":[3,7,10],"data":[4],"presents":[5],"both":[6],"opportunities":[8,20],"and":[9,29,37],"challenges":[11],"in":[12],"domains":[13],"ranging":[14],"from":[15],"enterprises":[16],"to":[17,41],"sciences.":[18],"include":[21],"better-informed":[22],"business":[23],"decisions,":[24],"more":[25,32],"efficient":[26],"supply-chain":[27],"management":[28],"resource":[30],"allocation,":[31],"effective":[33],"targeting":[34],"products":[36],"advertisements,":[38],"better":[39],"ways":[40],"\"organize":[42],"the":[43],"world\u2019s":[44],"information,\"":[45],"faster":[46],"turnaround":[47],"scientific":[49],"discoveries,":[50],"etc.":[51]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}