{"id":"https://openalex.org/W2136300339","doi":"https://doi.org/10.1186/2196-1115-1-6","title":"Cultivating a research agenda for data science","display_name":"Cultivating a research agenda for data science","publication_year":2014,"publication_date":"2014-08-06","ids":{"openalex":"https://openalex.org/W2136300339","doi":"https://doi.org/10.1186/2196-1115-1-6","mag":"2136300339"},"language":"en","primary_location":{"id":"doi:10.1186/2196-1115-1-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2196-1115-1-6","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/2196-1115-1-6","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/2196-1115-1-6","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103260730","display_name":"Chris A. Mattmann","orcid":"https://orcid.org/0000-0002-9414-2901"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chris A Mattmann","raw_affiliation_strings":["Computer Science Department, University of Southern California, 941 W. 37th Place, 90089, Los Angeles, USA","Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive M/S 171-264, 91109, Pasadena, USA","Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA","Computer Science Department, University of Southern California, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Southern California, 941 W. 37th Place, 90089, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive M/S 171-264, 91109, Pasadena, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Computer Science Department, University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103260730"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I1334627681"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1990},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1990},"fwci":0.3664,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73579678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.7926872968673706},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7564803957939148},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.69469153881073},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6440528631210327},{"id":"https://openalex.org/keywords/e-science","display_name":"e-Science","score":0.6384522914886475},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5894564986228943},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5083014369010925},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4889053404331207},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.46323391795158386},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4581869840621948},{"id":"https://openalex.org/keywords/open-science","display_name":"Open science","score":0.42595288157463074},{"id":"https://openalex.org/keywords/data-intensive-computing","display_name":"Data-intensive computing","score":0.4210607409477234},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.411364883184433},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1225937008857727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7926872968673706},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7564803957939148},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.69469153881073},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6440528631210327},{"id":"https://openalex.org/C517757529","wikidata":"https://www.wikidata.org/wiki/Q1273268","display_name":"e-Science","level":3,"score":0.6384522914886475},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5894564986228943},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5083014369010925},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4889053404331207},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.46323391795158386},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4581869840621948},{"id":"https://openalex.org/C2778149293","wikidata":"https://www.wikidata.org/wiki/Q309823","display_name":"Open science","level":2,"score":0.42595288157463074},{"id":"https://openalex.org/C76831024","wikidata":"https://www.wikidata.org/wiki/Q5227096","display_name":"Data-intensive computing","level":4,"score":0.4210607409477234},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.411364883184433},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1225937008857727},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1186/2196-1115-1-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2196-1115-1-6","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/2196-1115-1-6","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/2196-1115-1-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2196-1115-1-6","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/2196-1115-1-6","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1547743135","display_name":"G8 Initiative:  ExArch:  Climate Analytics on Distributed Exascale Data Archives","funder_award_id":"1125798","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3399935314","display_name":"An open source framework for metadata exploration and discovery of Polar Data","funder_award_id":"1348450","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5000199401","display_name":"MRI: Development of Radio Array of Portable Interferometric Detectors (RAPID)","funder_award_id":"1229036","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6851454419","display_name":null,"funder_award_id":"ICER-1343800","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7274758239","display_name":"NASA/Jet Propulsion Laboratory Support for MRI:  Development of Radio Array of Portable Interferometric Detectors (RAPID)","funder_award_id":"1343583","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7781713758","display_name":"EarthCube Building Blocks:  Software Stewardship for the Geosciences","funder_award_id":"1343800","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320309398","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055"},{"id":"https://openalex.org/F4320332375","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2136300339.pdf","grobid_xml":"https://content.openalex.org/works/W2136300339.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W58433972","https://openalex.org/W1136076469","https://openalex.org/W1492522106","https://openalex.org/W1967451131","https://openalex.org/W1992550755","https://openalex.org/W1997214252","https://openalex.org/W1997900506","https://openalex.org/W2018784206","https://openalex.org/W2025577327","https://openalex.org/W2031699834","https://openalex.org/W2035596487","https://openalex.org/W2038987957","https://openalex.org/W2083757808","https://openalex.org/W2089029324","https://openalex.org/W2109230338","https://openalex.org/W2128566145","https://openalex.org/W2136534879","https://openalex.org/W2139731740","https://openalex.org/W2151782169","https://openalex.org/W2154010459","https://openalex.org/W2154983209","https://openalex.org/W2168315495","https://openalex.org/W2213516720","https://openalex.org/W2914551834","https://openalex.org/W4231019786"],"related_works":["https://openalex.org/W2081453257","https://openalex.org/W2135747230","https://openalex.org/W1941357482","https://openalex.org/W3004288367","https://openalex.org/W1585052355","https://openalex.org/W2674586960","https://openalex.org/W4297792185","https://openalex.org/W173758654","https://openalex.org/W2188069249","https://openalex.org/W2067473969"],"abstract_inverted_index":{"I":[0],"describe":[1],"a":[2,10,99,128],"research":[3,13],"agenda":[4],"for":[5,48,56,75],"data":[6,58,66,90,110,129],"science":[7],"based":[8],"on":[9,44,51,62,68,80],"decade":[11],"of":[12,24,31,72,86,95,109],"and":[14,27,53,61,77,79,83,102,112,118,124],"operational":[15],"work":[16,34],"in":[17,28,65,93],"data-intensive":[18],"systems":[19],"at":[20,35],"NASA,":[21],"the":[22,29,36,46,69,81],"University":[23],"Southern":[25],"California,":[26],"context":[30],"open":[32],"source":[33],"Apache":[37],"Software":[38],"Foundation.":[39],"My":[40],"vision":[41],"is":[42],"predicated":[43],"understanding":[45,108],"architecture":[47],"grid":[49],"computing;":[50],"flexible":[52],"automated":[54,84],"approaches":[55],"selecting":[57],"movement":[59],"technologies":[60],"their":[63],"use":[64],"systems;":[67],"recent":[70],"emergence":[71],"cloud":[73],"computing":[74],"processing":[76],"storage,":[78],"unobtrusive":[82],"integration":[85],"scientific":[87],"algorithms":[88],"into":[89,127],"systems.":[91],"Advancements":[92],"each":[94],"these":[96],"areas":[97],"are":[98],"core":[100],"need,":[101],"they":[103],"will":[104],"fundamentally":[105],"improve":[106],"our":[107],"science,":[111],"big":[113],"data.":[114],"This":[115],"paper":[116],"identifies":[117],"highlights":[119],"my":[120],"own":[121],"personal":[122],"experience":[123],"opinion":[125],"growing":[126],"scientist.":[130]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}