{"id":"https://openalex.org/W3139508771","doi":"https://doi.org/10.1109/bigdata50022.2020.9377734","title":"Requirements Engineering Practices and Challenges in the Context of Big Data Software Development Projects: Early Insights from a Case Study","display_name":"Requirements Engineering Practices and Challenges in the Context of Big Data Software Development Projects: Early Insights from a Case Study","publication_year":2020,"publication_date":"2020-12-10","ids":{"openalex":"https://openalex.org/W3139508771","doi":"https://doi.org/10.1109/bigdata50022.2020.9377734","mag":"3139508771"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata50022.2020.9377734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9377734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 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/A5056279606","display_name":"Darlan Arruda","orcid":"https://orcid.org/0000-0002-6756-2281"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Darlan Arruda","raw_affiliation_strings":["Department of Computer Science, University of Western Ontario, London, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Western Ontario, London, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020973050","display_name":"Rodrigo Laigner","orcid":"https://orcid.org/0000-0003-2771-7477"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Rodrigo Laigner","raw_affiliation_strings":["Department of Computer Science, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056279606"],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":null,"apc_paid":null,"fwci":0.5562,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78505964,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2012","last_page":"2019"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9991999864578247,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9970999956130981,"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/context","display_name":"Context (archaeology)","score":0.5814379453659058},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5788236856460571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5700230598449707},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.5045543909072876},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5005497932434082},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.47074657678604126},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.38802000880241394},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.33652180433273315},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3294698894023895},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2725699543952942},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14252367615699768}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5814379453659058},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5788236856460571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5700230598449707},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.5045543909072876},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5005497932434082},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.47074657678604126},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.38802000880241394},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.33652180433273315},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3294698894023895},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2725699543952942},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14252367615699768},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata50022.2020.9377734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9377734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f18c1b77-30a7-4e87-b8cc-cff36edc1fc0","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/f18c1b77-30a7-4e87-b8cc-cff36edc1fc0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Arruda , D & Laigner , R 2020 , Requirements Engineering Practices and Challenges in the Context of Big Data Software Development Projects : Early Insights from a Case Study . in X Wu , C Jermaine , L Xiong , X T Hu , O Kotevska , S Lu , W Xu , S Aluru , C Zhai , E Al-Masri , Z Chen & J Saltz (eds) , Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020 . , 9377734 , IEEE , pp. 2012-2019 , 8th IEEE International Conference on Big Data, Big Data 2020 , Virtual, Atlanta , United States , 10/12/2020 . https://doi.org/10.1109/BigData50022.2020.9377734","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W122923964","https://openalex.org/W604972776","https://openalex.org/W1549649267","https://openalex.org/W1587715758","https://openalex.org/W1714723801","https://openalex.org/W1861088438","https://openalex.org/W2021601988","https://openalex.org/W2023451755","https://openalex.org/W2056738644","https://openalex.org/W2057301797","https://openalex.org/W2066338987","https://openalex.org/W2074843451","https://openalex.org/W2094729741","https://openalex.org/W2162739315","https://openalex.org/W2397063921","https://openalex.org/W2406349003","https://openalex.org/W2488307917","https://openalex.org/W2585000520","https://openalex.org/W2620780799","https://openalex.org/W2755241422","https://openalex.org/W2789873537","https://openalex.org/W2792150694","https://openalex.org/W2896645986","https://openalex.org/W2967525248","https://openalex.org/W3093531719","https://openalex.org/W4235193647","https://openalex.org/W4252358085","https://openalex.org/W4255626391","https://openalex.org/W4291213652"],"related_works":["https://openalex.org/W2476117260","https://openalex.org/W2770531922","https://openalex.org/W1845068655","https://openalex.org/W4321354308","https://openalex.org/W3118244000","https://openalex.org/W2290299503","https://openalex.org/W3029851195","https://openalex.org/W2183585111","https://openalex.org/W2211158793","https://openalex.org/W2046884474"],"abstract_inverted_index":{"This":[0,49],"paper":[1],"reports":[2],"on":[3,11],"the":[4,20,35,46,64,118],"results":[5,88],"of":[6,29,61,66,96,113,117],"an":[7,140],"exploratory":[8],"case":[9],"study":[10,31],"a":[12,24,94],"large-scale":[13],"Big":[14,67,83,123,134,158],"Data":[15,68,84,135,159],"systems":[16,75],"development":[17],"project":[18,98],"in":[19,40,45,72,81,143,153,175,178],"Oil&Gas":[21],"domain":[22],"within":[23],"non-profit":[25],"organisation.":[26],"The":[27,86,166],"aim":[28],"this":[30,179],"was":[32,51],"to":[33,173],"investigate":[34],"RE":[36,55,73,79,100],"practices":[37],"and":[38,59,70,74,77,103,108,111,137,147,156,164,170],"challenges":[39,80,152],"such":[41],"projects,":[42],"currently":[43],"bereft":[44],"scientific":[47],"literature.":[48],"investigation":[50],"focused":[52],"on:":[53],"(a)":[54,91],"practices;":[56],"(b)":[57,115],"sources":[58],"distribution":[60],"requirements;":[62,114],"(c)":[63,133],"role":[65,142],"characteristics":[69,136],"technologies":[71,138],"design;":[76],"(d)":[78,150],"engineering":[82],"Systems.":[85],"main":[87],"show":[89],"that":[90],"there":[92],"is":[93],"lack":[95],"specific":[97],"tailored":[99],"practices,":[101],"tools,":[102],"frameworks":[104],"for":[105],"elicitation,":[106],"specification":[107],"modelling,":[109],"analysis,":[110],"prioritisation":[112],"40%":[116],"system's":[119,148],"requirements":[120,146,161],"are":[121,128],"considered":[122],"Data-related":[124],"from":[125,130],"which":[126],"75%":[127],"identified":[129,163],"internal":[131],"sources;":[132],"play":[139],"important":[141],"defining":[144],"quality":[145],"architecture;":[149],"five":[151],"eliciting,":[154],"documenting,":[155],"analysing":[157],"related":[160],"were":[162],"discussed.":[165],"findings":[167],"suggest":[168],"academics":[169],"practitioners":[171],"opportunities":[172],"engage":[174],"further":[176],"research":[177],"area.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}