{"id":"https://openalex.org/W2207131393","doi":"https://doi.org/10.1109/bigdata.2015.7363988","title":"The need for new processes, methodologies and tools to support big data teams and improve big data project effectiveness","display_name":"The need for new processes, methodologies and tools to support big data teams and improve big data project effectiveness","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2207131393","doi":"https://doi.org/10.1109/bigdata.2015.7363988","mag":"2207131393"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2015.7363988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 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":["Syracuse University Syracuse, NY, USA"],"affiliations":[{"raw_affiliation_string":"Syracuse University Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5059644651"],"corresponding_institution_ids":["https://openalex.org/I70983195"],"apc_list":null,"apc_paid":null,"fwci":16.8529,"has_fulltext":false,"cited_by_count":107,"citation_normalized_percentile":{"value":0.99176529,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2066","last_page":"2071"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9998000264167786,"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":0.9998000264167786,"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/T11719","display_name":"Data Quality and Management","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9800000190734863,"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/big-data","display_name":"Big data","score":0.8991304039955139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7151678204536438},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6406222581863403},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6387754082679749},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6012515425682068},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.5303754806518555},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4147479236125946},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3744099736213684},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12341246008872986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09623247385025024}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8991304039955139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7151678204536438},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6406222581863403},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6387754082679749},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6012515425682068},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.5303754806518555},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4147479236125946},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3744099736213684},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12341246008872986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09623247385025024},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2015.7363988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"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":19,"referenced_works":["https://openalex.org/W1153687699","https://openalex.org/W1217661535","https://openalex.org/W1588010249","https://openalex.org/W1721421031","https://openalex.org/W1977577597","https://openalex.org/W1996635806","https://openalex.org/W2004707691","https://openalex.org/W2073275508","https://openalex.org/W2080731889","https://openalex.org/W2118136796","https://openalex.org/W2125800352","https://openalex.org/W2130204178","https://openalex.org/W2132445595","https://openalex.org/W2141975087","https://openalex.org/W2163598528","https://openalex.org/W6627525331","https://openalex.org/W6679182178","https://openalex.org/W6679437807","https://openalex.org/W6684327724"],"related_works":["https://openalex.org/W3215678666","https://openalex.org/W997111777","https://openalex.org/W4281783369","https://openalex.org/W4231725381","https://openalex.org/W2913151401","https://openalex.org/W2997869646","https://openalex.org/W2807997669","https://openalex.org/W3034312246","https://openalex.org/W2737538696","https://openalex.org/W4385813472"],"abstract_inverted_index":{"As":[0],"data":[1,16,32,47,90,108,120,151],"continues":[2],"to":[3,39,44,83,105,147],"be":[4],"produced":[5],"in":[6,20,27,56],"massive":[7],"amounts,":[8],"with":[9],"increasing":[10],"volume,":[11],"velocity":[12],"and":[13,22,77,86,103,136],"variety,":[14],"big":[15,31,46,89,107,119,150],"projects":[17],"are":[18],"growing":[19],"frequency":[21],"importance.":[23],"However,":[24],"the":[25,28,35,59,96,114,124],"growth":[26],"use":[29,60],"of":[30,37,58,61],"has":[33,53,71],"outstripped":[34],"knowledge":[36],"how":[38,146],"support":[40],"teams":[41,82],"that":[42,63,79],"need":[43],"do":[45],"projects.":[48,91],"In":[49],"fact,":[50],"while":[51],"much":[52,69],"been":[54,72],"written":[55,73],"terms":[57],"algorithms":[62],"can":[64],"help":[65],"generate":[66],"insightful":[67],"analysis,":[68],"less":[70],"about":[74],"methodologies,":[75,101],"tools":[76,102],"frameworks":[78,104],"could":[80],"enable":[81],"more":[84],"effectively":[85],"efficiently":[87],"\"do\"":[88],"Hence,":[92],"this":[93],"paper":[94,125],"discusses":[95,127],"key":[97],"research":[98,135],"questions":[99],"relating":[100],"improve":[106],"team":[109],"effectiveness":[110],"as":[111,113,131],"well":[112],"potential":[115],"goals":[116],"for":[117],"a":[118,149],"process":[121,152],"methodology.":[122,153],"Finally,":[123],"also":[126],"related":[128],"domains,":[129],"such":[130],"software":[132],"development,":[133],"operations":[134],"business":[137],"intelligence,":[138],"since":[139],"these":[140],"fields":[141],"might":[142],"provide":[143],"insight":[144],"into":[145],"define":[148]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":4}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}