{"id":"https://openalex.org/W3007225996","doi":"https://doi.org/10.1109/bigdata47090.2019.9005493","title":"Achieving Agile Big Data Science: The Evolution of a Team\u2019s Agile Process Methodology","display_name":"Achieving Agile Big Data Science: The Evolution of a Team\u2019s Agile Process Methodology","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007225996","doi":"https://doi.org/10.1109/bigdata47090.2019.9005493","mag":"3007225996"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9005493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005493","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/A5059644651","display_name":"Jeffrey Saltz","orcid":"https://orcid.org/0000-0002-8913-1095"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeffrey S. Saltz","raw_affiliation_strings":["School of Information Studies Syracuse University, Syracuse, NY, USA"],"affiliations":[{"raw_affiliation_string":"School of Information Studies Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038222783","display_name":"Ivan Shamshurin","orcid":null},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ivan Shamshurin","raw_affiliation_strings":["School of Information Studies Syracuse University, Syracuse, NY, USA"],"affiliations":[{"raw_affiliation_string":"School of Information Studies Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059644651"],"corresponding_institution_ids":["https://openalex.org/I70983195"],"apc_list":null,"apc_paid":null,"fwci":3.5628,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.93170799,"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":"3477","last_page":"3485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9990000128746033,"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":0.9990000128746033,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.970300018787384,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9677000045776367,"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/agile-software-development","display_name":"Agile software development","score":0.9004822969436646},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6333061456680298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.595754861831665},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5785572528839111},{"id":"https://openalex.org/keywords/scrum","display_name":"Scrum","score":0.5288408994674683},{"id":"https://openalex.org/keywords/agile-unified-process","display_name":"Agile Unified Process","score":0.49709680676460266},{"id":"https://openalex.org/keywords/agile-usability-engineering","display_name":"Agile usability engineering","score":0.4102538824081421},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3877163827419281},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3828998804092407},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2833278775215149},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22628670930862427},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.137184739112854},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.09246742725372314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.08836328983306885},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.08032503724098206}],"concepts":[{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.9004822969436646},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6333061456680298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.595754861831665},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5785572528839111},{"id":"https://openalex.org/C147579259","wikidata":"https://www.wikidata.org/wiki/Q460387","display_name":"Scrum","level":4,"score":0.5288408994674683},{"id":"https://openalex.org/C87813535","wikidata":"https://www.wikidata.org/wiki/Q956418","display_name":"Agile Unified Process","level":5,"score":0.49709680676460266},{"id":"https://openalex.org/C36837802","wikidata":"https://www.wikidata.org/wiki/Q17011481","display_name":"Agile usability engineering","level":5,"score":0.4102538824081421},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3877163827419281},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3828998804092407},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2833278775215149},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22628670930862427},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.137184739112854},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.09246742725372314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.08836328983306885},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.08032503724098206},{"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/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/bigdata47090.2019.9005493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005493","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W285857824","https://openalex.org/W1153687699","https://openalex.org/W1495479466","https://openalex.org/W1512231585","https://openalex.org/W1527311855","https://openalex.org/W1551230647","https://openalex.org/W1654892695","https://openalex.org/W1892078452","https://openalex.org/W1998847448","https://openalex.org/W2020439399","https://openalex.org/W2041231362","https://openalex.org/W2075485361","https://openalex.org/W2080731889","https://openalex.org/W2130204178","https://openalex.org/W2133766618","https://openalex.org/W2207131393","https://openalex.org/W2214534990","https://openalex.org/W2221512497","https://openalex.org/W2296704833","https://openalex.org/W2340139852","https://openalex.org/W2357624768","https://openalex.org/W2378166937","https://openalex.org/W2528376944","https://openalex.org/W2556328512","https://openalex.org/W2573703834","https://openalex.org/W2583226690","https://openalex.org/W2584518130","https://openalex.org/W2620427035","https://openalex.org/W2755886053","https://openalex.org/W2758323673","https://openalex.org/W3121961986","https://openalex.org/W6627525331","https://openalex.org/W6679182178","https://openalex.org/W6709601619","https://openalex.org/W6738487912"],"related_works":["https://openalex.org/W101177586","https://openalex.org/W1636564763","https://openalex.org/W2802076220","https://openalex.org/W2135010949","https://openalex.org/W1023780135","https://openalex.org/W4246669140","https://openalex.org/W3213254703","https://openalex.org/W2077260938","https://openalex.org/W2803362051","https://openalex.org/W1614208953"],"abstract_inverted_index":{"While":[0],"there":[1,20],"has":[2,21],"been":[3,22],"a":[4,48,55,61,80,96],"rapid":[5],"increase":[6],"in":[7,110],"the":[8,14,75,88,108,136,140],"use":[9],"of":[10,17,77],"data":[11,57,82,98,142,166,197],"science":[12,58,83,99,143,167,198],"and":[13,35,131,159,179],"related":[15],"field":[16],"big":[18,56,81,97,141,165,196],"data,":[19],"minimal":[23],"discussion":[24],"on":[25,47,175,188],"how":[26,54,115,149],"teams":[27,92,168],"using":[28],"these":[29,157],"techniques":[30],"should":[31],"best":[32],"plan,":[33],"coordinate":[34],"communicate":[36],"their":[37,176],"activities.":[38],"To":[39],"help":[40,147],"address":[41],"this":[42,44],"gap,":[43],"paper":[45],"reports":[46],"mixed":[49],"method":[50],"qualitative":[51],"study":[52,72],"exploring":[53],"team":[59,119],"within":[60,79,139],"Fortune":[62],"500":[63],"organization":[64],"used":[65],"two":[66],"different":[67,137,150],"agile":[68],"process":[69,90,151,177],"methodologies.":[70],"The":[71],"helps":[73],"clarify":[74],"concept":[76],"agility":[78],"project,":[84],"as":[85,87],"well":[86],"key":[89,103],"challenges":[91,134,158],"encounter":[93],"when":[94],"executing":[95],"project.":[100],"Specifically,":[101],"three":[102],"issues":[104],"were":[105],"identified:":[106],"(a)":[107],"challenge":[109],"task":[111],"duration":[112],"estimation,":[113],"(b)":[114],"to":[116],"account":[117],"for":[118,128,194],"members":[120],"that":[121,164,180],"might":[122,153],"be":[123],"pulled":[124],"onto":[125],"other":[126],"tasks":[127],"short":[129],"bursts":[130],"(c)":[132],"coordination":[133],"across":[135],"groups":[138],"team.":[144],"Our":[145],"findings":[146],"explain":[148],"methodologies":[152],"mitigate":[154],"or":[155],"exacerbate":[156],"supports":[160],"previous":[161],"research":[162],"showing":[163],"would":[169],"benefit":[170],"from":[171],"an":[172,182],"increased":[173],"focus":[174],"methodology":[178],"adopting":[181],"Agile":[183],"Kanban":[184],"methodology,":[185],"which":[186],"focuses":[187],"minimizing":[189],"work-in-progress,":[190],"could":[191],"prove":[192],"beneficial":[193],"many":[195],"teams.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}