{"id":"https://openalex.org/W3008275934","doi":"https://doi.org/10.1109/bigdata47090.2019.9006516","title":"Open-Source Innovation in Practice: A Lean-Based Development Process Leveraging Open-Source Big Data Tools","display_name":"Open-Source Innovation in Practice: A Lean-Based Development Process Leveraging Open-Source Big Data Tools","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3008275934","doi":"https://doi.org/10.1109/bigdata47090.2019.9006516","mag":"3008275934"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9006516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","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/A5062540995","display_name":"Silvio Alonso","orcid":null},"institutions":[{"id":"https://openalex.org/I2799655633","display_name":"Public Procurement Service","ror":"https://ror.org/04mq24005","country_code":"KR","type":"government","lineage":["https://openalex.org/I2799655633","https://openalex.org/I2801339556","https://openalex.org/I4210126005"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Silvio Alonso","raw_affiliation_strings":["e-Procurement Company"],"affiliations":[{"raw_affiliation_string":"e-Procurement Company","institution_ids":["https://openalex.org/I2799655633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089608165","display_name":"Marx Viana","orcid":"https://orcid.org/0000-0001-9838-5495"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]},{"id":"https://openalex.org/I98466806","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de S\u00e3o Paulo","ror":"https://ror.org/00sfmx060","country_code":"BR","type":"education","lineage":["https://openalex.org/I98466806"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marx Viana","raw_affiliation_strings":["Laboratory of Software Engineering (LES), Pontifical Catholic University-PUC-Rio"],"affiliations":[{"raw_affiliation_string":"Laboratory of Software Engineering (LES), Pontifical Catholic University-PUC-Rio","institution_ids":["https://openalex.org/I2699952","https://openalex.org/I98466806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037756038","display_name":"Elder Cirilo","orcid":"https://orcid.org/0000-0003-1464-2314"},"institutions":[{"id":"https://openalex.org/I166595947","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":"https://ror.org/03vrj4p82","country_code":"BR","type":"education","lineage":["https://openalex.org/I166595947"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elder Cirilo","raw_affiliation_strings":["University of S\u00e3o Jo\u00e3o del Rei\u2013S\u00e3o Jo\u00e3o del Rei, Minas Gerais, Brazil"],"affiliations":[{"raw_affiliation_string":"University of S\u00e3o Jo\u00e3o del Rei\u2013S\u00e3o Jo\u00e3o del Rei, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I166595947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062293699","display_name":"Paulo Alencar","orcid":"https://orcid.org/0009-0006-2885-0009"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paulo Alencar","raw_affiliation_strings":["University of Waterloo\u2013Waterloo, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo\u2013Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021306015","display_name":"Carlos Lucena","orcid":"https://orcid.org/0000-0001-9669-2352"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]},{"id":"https://openalex.org/I98466806","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de S\u00e3o Paulo","ror":"https://ror.org/00sfmx060","country_code":"BR","type":"education","lineage":["https://openalex.org/I98466806"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Lucena","raw_affiliation_strings":["Laboratory of Software Engineering (LES), Pontifical Catholic University-PUC-Rio"],"affiliations":[{"raw_affiliation_string":"Laboratory of Software Engineering (LES), Pontifical Catholic University-PUC-Rio","institution_ids":["https://openalex.org/I2699952","https://openalex.org/I98466806"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062540995"],"corresponding_institution_ids":["https://openalex.org/I2799655633"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.28129298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"4662","last_page":"4671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9836000204086304,"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":0.9836000204086304,"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/T14306","display_name":"Technology Assessment and Management","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9721999764442444,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/open-innovation","display_name":"Open innovation","score":0.7204005122184753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6178938746452332},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6177772283554077},{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.583410382270813},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.5780988335609436},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.5681107044219971},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.525219738483429},{"id":"https://openalex.org/keywords/product-innovation","display_name":"Product innovation","score":0.49900245666503906},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.46297428011894226},{"id":"https://openalex.org/keywords/innovation-management","display_name":"Innovation management","score":0.45772087574005127},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42497751116752625},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.42278343439102173},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40575867891311646},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.37960386276245117},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.23006421327590942},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.22221386432647705},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.1394347846508026},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11931291222572327}],"concepts":[{"id":"https://openalex.org/C148415826","wikidata":"https://www.wikidata.org/wiki/Q1469997","display_name":"Open innovation","level":2,"score":0.7204005122184753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6178938746452332},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6177772283554077},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.583410382270813},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.5780988335609436},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.5681107044219971},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.525219738483429},{"id":"https://openalex.org/C75434695","wikidata":"https://www.wikidata.org/wiki/Q7247768","display_name":"Product innovation","level":2,"score":0.49900245666503906},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.46297428011894226},{"id":"https://openalex.org/C186037533","wikidata":"https://www.wikidata.org/wiki/Q794803","display_name":"Innovation management","level":2,"score":0.45772087574005127},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42497751116752625},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.42278343439102173},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40575867891311646},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.37960386276245117},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.23006421327590942},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.22221386432647705},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.1394347846508026},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11931291222572327},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9006516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W113044168","https://openalex.org/W394736044","https://openalex.org/W658718900","https://openalex.org/W1512121307","https://openalex.org/W1514798509","https://openalex.org/W1523051627","https://openalex.org/W1560184414","https://openalex.org/W1812832197","https://openalex.org/W1975114902","https://openalex.org/W1979387181","https://openalex.org/W1988645380","https://openalex.org/W1998792957","https://openalex.org/W2007879862","https://openalex.org/W2010961314","https://openalex.org/W2057024201","https://openalex.org/W2101114896","https://openalex.org/W2107738449","https://openalex.org/W2110815263","https://openalex.org/W2147953773","https://openalex.org/W2163388342","https://openalex.org/W2183449325","https://openalex.org/W2413290438","https://openalex.org/W2805470811","https://openalex.org/W4246544819","https://openalex.org/W6621944343","https://openalex.org/W6685820041","https://openalex.org/W6715866952","https://openalex.org/W7000030772"],"related_works":["https://openalex.org/W1988417292","https://openalex.org/W4283825617","https://openalex.org/W2095043787","https://openalex.org/W4210876456","https://openalex.org/W2952415522","https://openalex.org/W81424511","https://openalex.org/W2789483607","https://openalex.org/W4377136907","https://openalex.org/W2152948053","https://openalex.org/W3115330967"],"abstract_inverted_index":{"Innovation":[0,36],"depends":[1],"on":[2,63],"the":[3,132,136,151],"exploitation":[4],"of":[5,26,138],"market":[6,28],"potential":[7],"with":[8,13],"products":[9,19],"that":[10],"are":[11],"aligned":[12],"customer":[14],"needs.":[15],"However,":[16],"building":[17],"innovative":[18],"is":[20],"becoming":[21],"gradually":[22],"more":[23],"challenging":[24],"because":[25],"increased":[27],"volatility,":[29],"uncertainty,":[30],"complexity":[31],"and":[32,70,79,112,125,143,159,165,176],"ambiguity.":[33],"In":[34,90,108],"our":[35,95,119],"Lab,":[37],"inside":[38],"an":[39,48,53,104],"e-Procurement":[40],"Company,":[41],"we":[42,93,110,115,149],"encountered":[43],"several":[44],"challenges":[45],"when":[46],"implementing":[47],"innovation":[49,97,120,179],"process":[50,121,155],"to":[51,83,103,122,163,173],"develop":[52],"initial":[54],"unstructured":[55,141],"data":[56,66,146,182],"processing":[57],"Minimum":[58],"Viable":[59],"Product":[60],"(MVP)":[61],"based":[62],"opensource":[64],"big":[65,145,181],"tools:":[67],"(i)":[68],"raising":[69],"prioritizing":[71],"user":[72],"demands;":[73],"(ii)":[74],"deciding":[75],"about":[76,169],"adequate":[77],"tools;":[78],"(iii)":[80],"understanding":[81],"how":[82,114,172],"promptly":[84],"set":[85],"up":[86],"a":[87,139],"viable":[88],"product.":[89],"this":[91],"paper,":[92],"share":[94],"open-source":[96,144,178],"experience":[98],"in":[99,135],"bringing":[100],"novel":[101],"solutions":[102],"oil":[105],"company's":[106],"suppliers.":[107],"general,":[109],"present":[111],"discuss":[113],"have":[116],"been":[117],"applying":[118],"create":[123],"MVPs,":[124,175],"which":[126],"technical":[127],"decision":[128],"helped":[129],"us":[130],"accelerate":[131],"MVP":[133],"development":[134,154],"presence":[137],"large-scale,":[140],"database":[142],"tools.":[147,183],"Overall,":[148],"believe":[150],"proposed":[152],"lean-based":[153],"can":[156],"help":[157],"practitioners":[158],"researchers":[160],"who":[161],"want":[162],"understand":[164],"improve":[166],"their":[167],"knowledge":[168],"lean":[170],"products,":[171],"build":[174],"advance":[177],"involving":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
