{"id":"https://openalex.org/W2741262974","doi":"https://doi.org/10.5220/0006393801330140","title":"Data Scientist - Manager of the Discovery Lifecycle","display_name":"Data Scientist - Manager of the Discovery Lifecycle","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2741262974","doi":"https://doi.org/10.5220/0006393801330140","mag":"2741262974"},"language":"en","primary_location":{"id":"doi:10.5220/0006393801330140","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006393801330140","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006393801330140","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103920338","display_name":"Kurt Englmeier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128802","display_name":"Schmalkalden University of Applied Sciences","ror":"https://ror.org/02nq4wt82","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210128802"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kurt Englmeier","raw_affiliation_strings":["Schmalkalden University of Applied Science, Germany"],"affiliations":[{"raw_affiliation_string":"Schmalkalden University of Applied Science, Germany","institution_ids":["https://openalex.org/I4210128802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000885553","display_name":"Fionn Murtagh","orcid":"https://orcid.org/0000-0002-0589-6892"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fionn Murtagh","raw_affiliation_strings":["University of Derby, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Derby, United Kingdom","institution_ids":["https://openalex.org/I22128151"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103920338"],"corresponding_institution_ids":["https://openalex.org/I4210128802"],"apc_list":null,"apc_paid":null,"fwci":1.2647,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87771494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9623000025749207,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9623000025749207,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6478967666625977},{"id":"https://openalex.org/keywords/application-lifecycle-management","display_name":"Application lifecycle management","score":0.5021061897277832},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.38678088784217834},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34537625312805176},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14915677905082703},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.08347362279891968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6478967666625977},{"id":"https://openalex.org/C30452754","wikidata":"https://www.wikidata.org/wiki/Q621590","display_name":"Application lifecycle management","level":3,"score":0.5021061897277832},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.38678088784217834},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34537625312805176},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14915677905082703},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.08347362279891968}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0006393801330140","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006393801330140","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/3e22cc2c-e3a1-4cf2-9bcb-ca3d70fc32ec","is_oa":true,"landing_page_url":"https://pure.hud.ac.uk/en/publications/3e22cc2c-e3a1-4cf2-9bcb-ca3d70fc32ec","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Englmeier, K & Murtagh, F 2017, Data scientist - Manager of the discovery lifecycle. in Proceedings of the 6th International Conference on Data Science, Technology and Applications. SciTePress, pp. 133-140, 6th International Conference on Data Science, Technology and Applications, Madrid, Spain, 24/07/17. https://doi.org/10.5220/0006393801330140","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/3e22cc2c-e3a1-4cf2-9bcb-ca3d70fc32ec","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85029442255&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Englmeier, K & Murtagh, F 2017, Data scientist - Manager of the discovery lifecycle. in Proceedings of the 6th International Conference on Data Science, Technology and Applications. SciTePress, pp. 133-140, 6th International Conference on Data Science, Technology and Applications, Madrid, Spain, 24/07/17. https://doi.org/10.5220/0006393801330140","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.5220/0006393801330140","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006393801330140","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Data":[0,37,184],"Scientists":[1],"are":[2,99,173],"the":[3,70,80,85,102,107,121,135,138,141,148,151,158,176],"masters":[4],"of":[5,10,72,82,112,140,178],"Big":[6,36,57],"Data.":[7,58],"Analyzing":[8],"masses":[9],"versatile":[11],"data":[12,125,142,154],"leads":[13],"to":[14,21,32,49,104],"insights":[15,55],"that,":[16,147],"in":[17,101,124,153,165],"turn,":[18],"may":[19,47,133],"connect":[20],"successful":[22],"business":[23],"strategies,":[24],"crime":[25],"prevention,":[26],"or":[27],"better":[28],"health":[29],"care":[30],"just":[31],"name":[33],"a":[34,95,179],"few.":[35],"is":[38],"primarily":[39],"approached":[40],"as":[41,120],"mathematical":[42],"and":[43,67,110,127],"technical":[44],"challenge.":[45],"This":[46,115],"lead":[48],"technology":[50,86],"design":[51],"that":[52],"enables":[53],"useful":[54],"from":[56,146,160],"However,":[59],"this":[60,130],"technology-driven":[61],"approach":[62],"does":[63],"not":[64],"meet":[65],"completely":[66],"consistently":[68],"enough":[69],"variety":[71],"information":[73,113,118],"consumer":[74],"requirements.":[75],"To":[76],"catch":[77],"up":[78],"with":[79,106,162],"versatility":[81],"user":[83],"needs,":[84],"aspect":[87],"should":[88],"probably":[89],"be":[90],"secondary.":[91],"If":[92],"we":[93,98],"adopt":[94],"user-driven":[96],"approach,":[97],"more":[100],"position":[103],"cope":[105],"individual":[108],"expectations":[109],"exigencies":[111],"consumers.":[114],"article":[116],"takes":[117],"discovery":[119],"overarching":[122],"paradigm":[123],"science":[126],"explains":[128],"how":[129],"perspective":[131],"change":[132],"impact":[134],"view":[136],"on":[137],"profession":[139],"scientist":[143],"and,":[144],"resulting":[145],"curriculum":[149,180],"for":[150,175,182],"education":[152],"science.":[155],"It":[156],"reflects":[157],"result":[159],"discussions":[161],"companies":[163],"participating":[164],"our":[166],"student":[167],"project":[168],"cooperation":[169],"program.":[170],"These":[171],"results":[172],"groundwork":[174],"development":[177],"framework":[181],"Applied":[183],"Science.":[185]},"counts_by_year":[{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
