{"id":"https://openalex.org/W3093834669","doi":"https://doi.org/10.1109/seaa51224.2020.00050","title":"Big-Data/Analytics Projects Failure: A Literature Review","display_name":"Big-Data/Analytics Projects Failure: A Literature Review","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3093834669","doi":"https://doi.org/10.1109/seaa51224.2020.00050","mag":"3093834669"},"language":"en","primary_location":{"id":"doi:10.1109/seaa51224.2020.00050","doi":"https://doi.org/10.1109/seaa51224.2020.00050","is_oa":false,"landing_page_url":"https://doi.org/10.1109/seaa51224.2020.00050","pdf_url":null,"source":{"id":"https://openalex.org/S7407088862","display_name":"Euromicro Conference on Software Engineering and Advanced Applications (SEAA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 46th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5082770309","display_name":"Gianna Reggio","orcid":"https://orcid.org/0000-0002-0330-091X","observed_orcids":["https://orcid.org/0000-0002-0330-091X"]},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianna Reggio","raw_affiliation_strings":["DIBRIS, University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIBRIS, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015251856","display_name":"Egidio Astesiano","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Egidio Astesiano","raw_affiliation_strings":["DIBRIS, University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIBRIS, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":4.4403,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95564094,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"246","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.7759000062942505,"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":0.7759000062942505,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.19539999961853027,"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"}},{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.01850000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/project-failure","display_name":"project failure","score":0.9819999933242798},{"id":"https://openalex.org/keywords/causes-of-failure","display_name":"failure causes","score":0.6869999766349792},{"id":"https://openalex.org/keywords/project-success-factors","display_name":"project success factors","score":0.5400000214576721},{"id":"https://openalex.org/keywords/project-management","display_name":"project management","score":0.4050000011920929},{"id":"https://openalex.org/keywords/software-engineering-challenges","display_name":"software engineering challenges","score":0.7110000252723694}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6471854448318481},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5495575070381165},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48395898938179016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4768284857273102},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32657402753829956},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1686682105064392}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/seaa51224.2020.00050","doi":"https://doi.org/10.1109/seaa51224.2020.00050","is_oa":false,"landing_page_url":"https://doi.org/10.1109/seaa51224.2020.00050","pdf_url":null,"source":{"id":"https://openalex.org/S7407088862","display_name":"Euromicro Conference on Software Engineering and Advanced Applications (SEAA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 46th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unige.it:11567/1042019","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1042019","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2583226690","https://openalex.org/W2772247555","https://openalex.org/W2782244122","https://openalex.org/W2792957140","https://openalex.org/W2893466000","https://openalex.org/W2899065980","https://openalex.org/W2946292619","https://openalex.org/W2997687301"],"related_works":["https://openalex.org/W4285176363","https://openalex.org/W7072330964","https://openalex.org/W3021325408","https://openalex.org/W2914422608","https://openalex.org/W2884188590","https://openalex.org/W183895839","https://openalex.org/W3217108460","https://openalex.org/W2216825630","https://openalex.org/W2731323296","https://openalex.org/W2767866224"],"abstract_inverted_index":{"Nowadays,":[0],"no":[1],"one":[2],"doubt":[3],"that":[4],"big":[5,18],"data":[6],"and":[7,28,30,51,68,92,115,143],"analytics":[8],"are":[9,60,70],"fundamental":[10],"tools":[11],"for":[12,105],"successfully":[13],"running":[14],"an":[15],"enterprise.":[16],"However,":[17],"data/analytics":[19],"projects":[20,113,125],"do":[21],"not":[22,156],"seem":[23],"to":[24,56,81,158,166,176],"be":[25,154],"all":[26],"sunshine":[27],"rainbows,":[29],"this":[31,151],"is":[32,78],"documented":[33,62,126],"by":[34,44,172],"many":[35],"sources":[36],"providing":[37],"startling":[38],"figures":[39],"of":[40,64,74,85,87,103,110,119,122,133,141,150,180],"failed":[41,65,123],"projects.":[42],"Motivated":[43],"such":[45],"figures,":[46],"we":[47],"conducted":[48],"a":[49,101,117,161,173],"(grey":[50],"scientific)":[52],"literature":[53,129],"review":[54],"aimed":[55],"answer:":[57],"RQ1)":[58],"Which":[59],"the":[61,71,83,108,111,128,139,169,177],"cases":[63,121],"BD/A":[66,88,112,124],"projects,":[67],"which":[69],"root":[72],"causes":[73],"their":[75],"failures?RQ2)":[76],"What":[77],"assumed":[79],"useful":[80,155],"reduce":[82],"chance":[84],"failure":[86,109],"projects?":[89],"We":[90],"collected":[91],"examined":[93],"188":[94],"sources.":[95],"The":[96,131,148],"survey":[97],"resulted":[98,136],"first":[99],"in":[100,116,127,137],"list":[102,118],"hints":[104,140],"helping":[106],"avoid":[107],"(RQ2),":[114],"21":[120],"(RQ1).":[130],"analysis":[132],"those":[134],"failures":[135],"confirming":[138],"RQ2":[142],"prompting":[144],"other":[145],"relevant":[146],"ones.":[147],"result":[149],"study":[152],"will":[153],"only":[157],"people":[159],"developing":[160],"BDA":[162,174],"project":[163,175],"but":[164],"also":[165],"researchers":[167],"investigating":[168],"challenges":[170],"proposed":[171],"traditional":[178],"methods":[179],"software":[181],"engineering.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-10-29T00:00:00"}
