{"id":"https://openalex.org/W2216825630","doi":"https://doi.org/10.1109/bigdata.2015.7363798","title":"An iterative methodology for big data management, analysis and visualization","display_name":"An iterative methodology for big data management, analysis and visualization","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2216825630","doi":"https://doi.org/10.1109/bigdata.2015.7363798","mag":"2216825630"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2015.7363798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","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/A5024948441","display_name":"Roberto Tard\u00edo","orcid":"https://orcid.org/0000-0002-7913-1534"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Tardio","raw_affiliation_strings":["Lucentia Research Group, University of Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lucentia Research Group, University of Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091436252","display_name":"Alejandro Mat\u00e9","orcid":"https://orcid.org/0000-0001-7770-3693"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Mate","raw_affiliation_strings":["Lucentia Research Group, University of Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lucentia Research Group, University of Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087667090","display_name":"Juan Trujillo","orcid":"https://orcid.org/0000-0003-0139-6724"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Trujillo","raw_affiliation_strings":["Lucentia Research Group, University of Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lucentia Research Group, University of Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130194489"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"545","last_page":"550"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9994000196456909,"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":0.9994000196456909,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.9388734102249146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7328790426254272},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6631024479866028},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5057048797607422},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.45337575674057007},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3014429807662964},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.0757494568824768},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07505780458450317}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9388734102249146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7328790426254272},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6631024479866028},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5057048797607422},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.45337575674057007},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3014429807662964},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0757494568824768},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07505780458450317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2015.7363798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1505837402","https://openalex.org/W1508074411","https://openalex.org/W1891916769","https://openalex.org/W1965015069","https://openalex.org/W2004798878","https://openalex.org/W2109574129","https://openalex.org/W2114887408","https://openalex.org/W2116190908","https://openalex.org/W2125800352","https://openalex.org/W2146635036","https://openalex.org/W2159128662","https://openalex.org/W2173213060","https://openalex.org/W2460071091","https://openalex.org/W2610391677","https://openalex.org/W4243742440","https://openalex.org/W6630303302","https://openalex.org/W6718586481"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"Big":[0,22,32,39,60,87,124],"Data":[1,23,40,61,88,125],"constitutes":[2],"an":[3],"opportunity":[4],"for":[5,20],"companies":[6],"to":[7,58,113],"empower":[8],"their":[9],"analysis.":[10],"However,":[11],"at":[12],"the":[13,28,35,46,68,76,79,82,115,120],"moment":[14],"there":[15],"is":[16,34],"no":[17],"standard":[18],"way":[19],"approaching":[21],"projects.":[24,126],"This,":[25],"coupled":[26],"with":[27],"complex":[29],"nature":[30],"of":[31,49,78,123],"Data,":[33],"cause":[36],"that":[37],"many":[38],"projects":[41,62],"fail":[42],"or":[43],"rarely":[44],"obtain":[45],"expected":[47],"return":[48],"investment.":[50],"In":[51],"this":[52,72],"paper,":[53],"we":[54,74,95],"present":[55],"a":[56,64,97],"methodology":[57,98],"tackle":[59,114],"in":[63,111],"systematic":[65],"way,":[66],"avoiding":[67],"aforementioned":[69],"problems.":[70],"To":[71],"end,":[73],"review":[75],"state":[77],"art,":[80],"identifying":[81],"most":[83],"prominent":[84],"problems":[85,116],"surrounding":[86],"projects,":[89],"best":[90],"practices":[91],"and":[92,109,118],"methods.":[93],"Then,":[94],"define":[96],"describing":[99],"step":[100,102],"by":[101],"how":[103],"these":[104],"techniques":[105],"could":[106],"be":[107],"applied":[108],"combined":[110],"order":[112],"identified":[117],"increase":[119],"success":[121],"rate":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}