{"id":"https://openalex.org/W2785930933","doi":"https://doi.org/10.4018/ijdwm.2018010102","title":"A Framework for Evaluating Design Methodologies for Big Data Warehouses","display_name":"A Framework for Evaluating Design Methodologies for Big Data Warehouses","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2785930933","doi":"https://doi.org/10.4018/ijdwm.2018010102","mag":"2785930933"},"language":"en","primary_location":{"id":"doi:10.4018/ijdwm.2018010102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdwm.2018010102","pdf_url":null,"source":{"id":"https://openalex.org/S53932126","display_name":"International Journal of Data Warehousing and Mining","issn_l":"1548-3924","issn":["1548-3924","1548-3932"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Warehousing and Mining","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11586/221053","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102805249","display_name":"Francesco Di Tria","orcid":"https://orcid.org/0000-0002-6957-2993"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Di Tria","raw_affiliation_strings":["Department of Computer Science, University of Bari Aldo Moro, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035295054","display_name":"Ezio Lefons","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ezio Lefons","raw_affiliation_strings":["Department of Computer Science, University of Bari Aldo Moro, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066434611","display_name":"Filippo Tangorra","orcid":"https://orcid.org/0000-0001-7475-150X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Tangorra","raw_affiliation_strings":["Department of Computer Science, University of Bari Aldo Moro, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":null,"apc_paid":null,"fwci":1.2874,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82218597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"14","issue":"1","first_page":"15","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9944999814033508,"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":0.9944999814033508,"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":0.9912999868392944,"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":0.9825000166893005,"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/data-warehouse","display_name":"Data warehouse","score":0.8433579206466675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8420999050140381},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7690222859382629},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5931610465049744},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5793185830116272},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5303916335105896},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5129989981651306},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4439109265804291},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.42446744441986084},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.42224404215812683},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4122184216976166},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.13029134273529053}],"concepts":[{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.8433579206466675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8420999050140381},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7690222859382629},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5931610465049744},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5793185830116272},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5303916335105896},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5129989981651306},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4439109265804291},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.42446744441986084},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.42224404215812683},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4122184216976166},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.13029134273529053},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.4018/ijdwm.2018010102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdwm.2018010102","pdf_url":null,"source":{"id":"https://openalex.org/S53932126","display_name":"International Journal of Data Warehousing and Mining","issn_l":"1548-3924","issn":["1548-3924","1548-3932"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Warehousing and Mining","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jdwm00:v:14:y:2018:i:1:p:15-39","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJDWM.2018010102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:ricerca.uniba.it:11586/221053","is_oa":true,"landing_page_url":"http://hdl.handle.net/11586/221053","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ricerca.uniba.it:11586/221053","is_oa":true,"landing_page_url":"http://hdl.handle.net/11586/221053","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W87057539","https://openalex.org/W218294655","https://openalex.org/W1499516075","https://openalex.org/W1569572241","https://openalex.org/W1605854016","https://openalex.org/W1608116401","https://openalex.org/W1822863177","https://openalex.org/W1830487121","https://openalex.org/W1908950999","https://openalex.org/W1991036229","https://openalex.org/W2008120802","https://openalex.org/W2015584533","https://openalex.org/W2029594935","https://openalex.org/W2035492401","https://openalex.org/W2057982817","https://openalex.org/W2070956179","https://openalex.org/W2079059333","https://openalex.org/W2079398234","https://openalex.org/W2093099357","https://openalex.org/W2129182946","https://openalex.org/W2138726326","https://openalex.org/W2146635036","https://openalex.org/W2147107544","https://openalex.org/W2157700837","https://openalex.org/W2159128662","https://openalex.org/W2165093166","https://openalex.org/W2343144344","https://openalex.org/W2401210058","https://openalex.org/W2465309725","https://openalex.org/W2471576227","https://openalex.org/W2483247960","https://openalex.org/W2594063224","https://openalex.org/W2607247436","https://openalex.org/W2741220826","https://openalex.org/W4247102373"],"related_works":["https://openalex.org/W2901826185","https://openalex.org/W2742521120","https://openalex.org/W2891888580","https://openalex.org/W3119296476","https://openalex.org/W2159392828","https://openalex.org/W2353586736","https://openalex.org/W2215544391","https://openalex.org/W2189235061","https://openalex.org/W2061985295","https://openalex.org/W2353590449"],"abstract_inverted_index":{"This":[0],"article":[1],"describes":[2],"how":[3,150],"the":[4,16,21,25,30,60,63,75,79,87,100,113,123,132,141,151,158,167],"evaluation":[5,61],"of":[6,23,41,62,68,102,105,115,128,134,160],"modern":[7],"data":[8,36,43,70,80],"warehouses":[9],"considers":[10],"new":[11],"solutions":[12],"adopted":[13],"for":[14,47,59,107,130],"facing":[15],"radical":[17],"changes":[18],"caused":[19],"by":[20,73],"necessity":[22],"reducing":[24],"storage":[26],"volume,":[27],"while":[28],"increasing":[29],"velocity":[31],"in":[32,39,138,163,166],"multidimensional":[33],"design":[34,142],"and":[35,65,95],"elaboration,":[37],"even":[38],"presence":[40],"unstructured":[42],"that":[44,77],"are":[45,154],"useful":[46],"providing":[48],"qualitative":[49],"information.":[50],"The":[51,97],"aim":[52],"is":[53,99],"to":[54,140,156],"set":[55,104,127],"up":[56],"a":[57,69,103,126,147],"framework":[58],"physical":[64],"methodological":[66,117],"characteristics":[67],"warehouse,":[71],"realized":[72],"considering":[74],"factors":[76],"affect":[78],"warehouse's":[81],"lifecycle":[82],"when":[83],"taking":[84],"into":[85],"account":[86],"Big":[88,109,135,168],"Data":[89,110,136,169],"issues":[90],"(Volume,":[91],"Velocity,":[92],"Variety,":[93],"Value,":[94],"Veracity).":[96],"contribution":[98],"definition":[101],"criteria":[106],"classifying":[108],"Warehouses":[111,137],"on":[112,120],"basis":[114],"their":[116],"characteristics.":[118],"Based":[119],"these":[121],"criteria,":[122],"authors":[124],"defined":[125],"metrics":[129,153],"measuring":[131],"quality":[133],"reference":[139],"specifications.":[143],"They":[144],"show":[145],"through":[146],"case":[148],"study":[149],"proposed":[152],"able":[155],"check":[157],"eligibility":[159],"methodologies":[161],"falling":[162],"different":[164],"classes":[165],"context.":[170]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2018-02-23T00:00:00"}