{"id":"https://openalex.org/W2585000520","doi":"https://doi.org/10.1109/bigdata.2016.7840938","title":"Software engineering for big data projects: Domains, methodologies and gaps","display_name":"Software engineering for big data projects: Domains, methodologies and gaps","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2585000520","doi":"https://doi.org/10.1109/bigdata.2016.7840938","mag":"2585000520"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2016.7840938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 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/A5057738510","display_name":"Vijay Dipti Kumar","orcid":null},"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":true,"raw_author_name":"Vijay Dipti Kumar","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada"],"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","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":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada"],"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057738510"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":7.0416,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.96828946,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2886","last_page":"2895"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9987000226974487,"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":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9884999990463257,"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/big-data","display_name":"Big data","score":0.8652760982513428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6851776838302612},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6426663994789124},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6208759546279907},{"id":"https://openalex.org/keywords/milestone","display_name":"Milestone","score":0.6058491468429565},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.538219153881073},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5003468990325928},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34336259961128235},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18413585424423218},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14300069212913513}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8652760982513428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6851776838302612},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6426663994789124},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6208759546279907},{"id":"https://openalex.org/C120060458","wikidata":"https://www.wikidata.org/wiki/Q10145","display_name":"Milestone","level":2,"score":0.6058491468429565},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.538219153881073},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5003468990325928},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34336259961128235},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18413585424423218},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14300069212913513},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","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},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2016.7840938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"},{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":198,"referenced_works":["https://openalex.org/W186601074","https://openalex.org/W196194558","https://openalex.org/W253837944","https://openalex.org/W311246490","https://openalex.org/W332566742","https://openalex.org/W1485347932","https://openalex.org/W1494487512","https://openalex.org/W1497657220","https://openalex.org/W1505305449","https://openalex.org/W1506215767","https://openalex.org/W1506450243","https://openalex.org/W1524318694","https://openalex.org/W1525467295","https://openalex.org/W1529473215","https://openalex.org/W1530669343","https://openalex.org/W1551230647","https://openalex.org/W1552509107","https://openalex.org/W1556205156","https://openalex.org/W1564305787","https://openalex.org/W1575467327","https://openalex.org/W1577329839","https://openalex.org/W1579404720","https://openalex.org/W1592474299","https://openalex.org/W1678215778","https://openalex.org/W1857842194","https://openalex.org/W1863785983","https://openalex.org/W1912802097","https://openalex.org/W1926090661","https://openalex.org/W1936022305","https://openalex.org/W1962790921","https://openalex.org/W1963592634","https://openalex.org/W1963669090","https://openalex.org/W1964020521","https://openalex.org/W1964601812","https://openalex.org/W1966835782","https://openalex.org/W1968111619","https://openalex.org/W1971433346","https://openalex.org/W1974213702","https://openalex.org/W1976927842","https://openalex.org/W1977343608","https://openalex.org/W1977575319","https://openalex.org/W1979072344","https://openalex.org/W1979375457","https://openalex.org/W1979475348","https://openalex.org/W1981433115","https://openalex.org/W1981545587","https://openalex.org/W1981885501","https://openalex.org/W1984328139","https://openalex.org/W1987299420","https://openalex.org/W1991171601","https://openalex.org/W1992465941","https://openalex.org/W1993735297","https://openalex.org/W1995234721","https://openalex.org/W1995928155","https://openalex.org/W1997752435","https://openalex.org/W1999906260","https://openalex.org/W2002978059","https://openalex.org/W2003403606","https://openalex.org/W2004798878","https://openalex.org/W2004880118","https://openalex.org/W2007343074","https://openalex.org/W2008382569","https://openalex.org/W2009260473","https://openalex.org/W2009281465","https://openalex.org/W2010431739","https://openalex.org/W2013832912","https://openalex.org/W2019354074","https://openalex.org/W2021035032","https://openalex.org/W2021601988","https://openalex.org/W2023451755","https://openalex.org/W2023594955","https://openalex.org/W2023794984","https://openalex.org/W2024209898","https://openalex.org/W2024501873","https://openalex.org/W2028297439","https://openalex.org/W2030534511","https://openalex.org/W2030570299","https://openalex.org/W2032123760","https://openalex.org/W2035287955","https://openalex.org/W2038242268","https://openalex.org/W2042226671","https://openalex.org/W2043716190","https://openalex.org/W2044049559","https://openalex.org/W2047044063","https://openalex.org/W2047352628","https://openalex.org/W2047914690","https://openalex.org/W2049367484","https://openalex.org/W2049470338","https://openalex.org/W2051603996","https://openalex.org/W2053333039","https://openalex.org/W2058198962","https://openalex.org/W2059157192","https://openalex.org/W2060437593","https://openalex.org/W2060465989","https://openalex.org/W2061704777","https://openalex.org/W2063289471","https://openalex.org/W2063603334","https://openalex.org/W2066199526","https://openalex.org/W2066338987","https://openalex.org/W2070917020","https://openalex.org/W2071839720","https://openalex.org/W2072274273","https://openalex.org/W2072506627","https://openalex.org/W2074843451","https://openalex.org/W2074895072","https://openalex.org/W2077671437","https://openalex.org/W2078291313","https://openalex.org/W2080438674","https://openalex.org/W2081348607","https://openalex.org/W2081693381","https://openalex.org/W2082481758","https://openalex.org/W2082639443","https://openalex.org/W2084901245","https://openalex.org/W2087133653","https://openalex.org/W2087794793","https://openalex.org/W2088727885","https://openalex.org/W2090794497","https://openalex.org/W2092950937","https://openalex.org/W2093359968","https://openalex.org/W2094729741","https://openalex.org/W2096821960","https://openalex.org/W2101361695","https://openalex.org/W2101542213","https://openalex.org/W2102861810","https://openalex.org/W2105160016","https://openalex.org/W2109383878","https://openalex.org/W2109574129","https://openalex.org/W2121587577","https://openalex.org/W2124794572","https://openalex.org/W2131814102","https://openalex.org/W2146068062","https://openalex.org/W2154156467","https://openalex.org/W2156916215","https://openalex.org/W2158603667","https://openalex.org/W2159128662","https://openalex.org/W2165643380","https://openalex.org/W2169620620","https://openalex.org/W2171380824","https://openalex.org/W2172586925","https://openalex.org/W2179766089","https://openalex.org/W2181002552","https://openalex.org/W2200125777","https://openalex.org/W2214534990","https://openalex.org/W2241532273","https://openalex.org/W2275792140","https://openalex.org/W2288790589","https://openalex.org/W2290793703","https://openalex.org/W2290829945","https://openalex.org/W2291086432","https://openalex.org/W2293715777","https://openalex.org/W2296263508","https://openalex.org/W2307297096","https://openalex.org/W2310770293","https://openalex.org/W2318649766","https://openalex.org/W2357624768","https://openalex.org/W2396720400","https://openalex.org/W2396944978","https://openalex.org/W2397063921","https://openalex.org/W2400954062","https://openalex.org/W2406577430","https://openalex.org/W2460224722","https://openalex.org/W2476671893","https://openalex.org/W2490852437","https://openalex.org/W2494239309","https://openalex.org/W2495688777","https://openalex.org/W2502186091","https://openalex.org/W2510711472","https://openalex.org/W2514260921","https://openalex.org/W2515631240","https://openalex.org/W2526956184","https://openalex.org/W2532152395","https://openalex.org/W2730960555","https://openalex.org/W2963032487","https://openalex.org/W3123251390","https://openalex.org/W4231607408","https://openalex.org/W4235193647","https://openalex.org/W4241337738","https://openalex.org/W4241632897","https://openalex.org/W4242010563","https://openalex.org/W4251267405","https://openalex.org/W4251629824","https://openalex.org/W4252358085","https://openalex.org/W4255626391","https://openalex.org/W6610853315","https://openalex.org/W6631291829","https://openalex.org/W6634444752","https://openalex.org/W6646968051","https://openalex.org/W6652627667","https://openalex.org/W6652655688","https://openalex.org/W6656389329","https://openalex.org/W6656645279","https://openalex.org/W6661191810","https://openalex.org/W6666872520","https://openalex.org/W6676490130","https://openalex.org/W6681348010","https://openalex.org/W6684422253","https://openalex.org/W6685271048","https://openalex.org/W6696415527"],"related_works":["https://openalex.org/W4387878404","https://openalex.org/W2561695978","https://openalex.org/W1950486549","https://openalex.org/W3133583653","https://openalex.org/W3140574787","https://openalex.org/W2584040191","https://openalex.org/W2990251955","https://openalex.org/W2064167013","https://openalex.org/W2490667451","https://openalex.org/W2955244041"],"abstract_inverted_index":{"Context:":[0],"Big":[1],"data":[2,23,32,44,78,116,127,141],"has":[3],"become":[4],"the":[5,9,27,31,63,66,122,137,149],"new":[6],"buzzword":[7],"in":[8,97,114,132,136],"information":[10],"and":[11,16,38,41,103,143],"communication":[12],"technology":[13],"industry.":[14],"Researchers":[15],"major":[17],"corporations":[18],"are":[19],"looking":[20],"into":[21],"big":[22,43,77,126,140],"applications":[24,45,142],"to":[25,34,124,154],"extract":[26],"maximum":[28],"value":[29],"from":[30],"available":[33],"them.":[35],"However,":[36],"developing":[37],"maintaining":[39],"stable":[40],"scalable":[42],"is":[46],"still":[47],"a":[48,145],"distant":[49],"milestone.":[50],"Objective:":[51],"To":[52],"look":[53],"at":[54],"existing":[55],"research":[56,157],"on":[57],"how":[58],"software":[59,67],"engineering":[60],"concepts,":[61],"namely":[62],"phases":[64,135,150],"of":[65,139,148],"development":[68],"project":[69],"life":[70],"cycle":[71],"(SDPLC),":[72],"can":[73],"help":[74],"build":[75],"better":[76],"application":[79,118],"projects.":[80],"Method:":[81],"A":[82,87],"literature":[83],"survey":[84],"was":[85],"performed.":[86],"manual":[88],"search":[89,94,111],"covered":[90],"papers":[91,100,105],"returned":[92],"by":[93],"engines":[95],"resulting":[96],"approximately":[98],"2,000":[99],"being":[101],"searched":[102],"170":[104],"selected":[106],"for":[107],"review.":[108],"Results:":[109],"The":[110,129],"results":[112],"helped":[113,131],"identifying":[115],"rich":[117],"projects":[119],"that":[120,151],"have":[121,152],"potential":[123],"utilize":[125],"successfully.":[128],"review":[130],"exploring":[133],"SDPLC":[134],"context":[138],"performing":[144],"gap":[146],"analysis":[147],"yet":[153],"see":[155],"detailed":[156],"efforts":[158],"but":[159],"deserve":[160],"attention.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}