{"id":"https://openalex.org/W2095851790","doi":"https://doi.org/10.1109/secse.2009.5069166","title":"Preparing scientists for scalable software development","display_name":"Preparing scientists for scalable software development","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2095851790","doi":"https://doi.org/10.1109/secse.2009.5069166","mag":"2095851790"},"language":"en","primary_location":{"id":"doi:10.1109/secse.2009.5069166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/secse.2009.5069166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 ICSE Workshop on Software Engineering for Computational Science and Engineering","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/A5091462740","display_name":"Valerie Maxville","orcid":"https://orcid.org/0000-0001-8842-7364"},"institutions":[{"id":"https://openalex.org/I50614327","display_name":"Amec Foster Wheeler (United States)","ror":"https://ror.org/02e385c51","country_code":"US","type":"company","lineage":["https://openalex.org/I50614327"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Valerie Maxville","raw_affiliation_strings":["IVEC, Kensington, WA, USA","iVEC, 26 Dick Perry Ave, Kensington, Western Australia"],"affiliations":[{"raw_affiliation_string":"IVEC, Kensington, WA, USA","institution_ids":["https://openalex.org/I50614327"]},{"raw_affiliation_string":"iVEC, 26 Dick Perry Ave, Kensington, Western Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091462740"],"corresponding_institution_ids":["https://openalex.org/I50614327"],"apc_list":null,"apc_paid":null,"fwci":0.6857,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72173153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"80","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/software-engineering","display_name":"Software engineering","score":0.7101687788963318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6700854301452637},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.6150767803192139},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.57820725440979},{"id":"https://openalex.org/keywords/social-software-engineering","display_name":"Social software engineering","score":0.5665971040725708},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.5032123923301697},{"id":"https://openalex.org/keywords/formality","display_name":"Formality","score":0.49079403281211853},{"id":"https://openalex.org/keywords/domain-engineering","display_name":"Domain engineering","score":0.4804946184158325},{"id":"https://openalex.org/keywords/personal-software-process","display_name":"Personal software process","score":0.4755822420120239},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4735100567340851},{"id":"https://openalex.org/keywords/software-requirements","display_name":"Software requirements","score":0.46686792373657227},{"id":"https://openalex.org/keywords/software-engineering-process-group","display_name":"Software Engineering Process Group","score":0.46017447113990784},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.4289539158344269},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16965708136558533},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11505207419395447}],"concepts":[{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.7101687788963318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6700854301452637},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.6150767803192139},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.57820725440979},{"id":"https://openalex.org/C182500959","wikidata":"https://www.wikidata.org/wiki/Q7551380","display_name":"Social software engineering","level":5,"score":0.5665971040725708},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.5032123923301697},{"id":"https://openalex.org/C2777159308","wikidata":"https://www.wikidata.org/wiki/Q1757948","display_name":"Formality","level":2,"score":0.49079403281211853},{"id":"https://openalex.org/C5977032","wikidata":"https://www.wikidata.org/wiki/Q5289815","display_name":"Domain engineering","level":5,"score":0.4804946184158325},{"id":"https://openalex.org/C39890963","wikidata":"https://www.wikidata.org/wiki/Q1702721","display_name":"Personal software process","level":5,"score":0.4755822420120239},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4735100567340851},{"id":"https://openalex.org/C54534927","wikidata":"https://www.wikidata.org/wiki/Q4462275","display_name":"Software requirements","level":5,"score":0.46686792373657227},{"id":"https://openalex.org/C44416564","wikidata":"https://www.wikidata.org/wiki/Q7554199","display_name":"Software Engineering Process Group","level":5,"score":0.46017447113990784},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4289539158344269},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16965708136558533},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11505207419395447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/secse.2009.5069166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/secse.2009.5069166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 ICSE Workshop on Software Engineering for Computational Science and Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W84082018","https://openalex.org/W1602304209","https://openalex.org/W2074531772","https://openalex.org/W2189405627","https://openalex.org/W2260377706","https://openalex.org/W6687233252"],"related_works":["https://openalex.org/W2120376006","https://openalex.org/W4383428648","https://openalex.org/W1892703945","https://openalex.org/W2581854602","https://openalex.org/W1516559510","https://openalex.org/W7407330","https://openalex.org/W1489185320","https://openalex.org/W2161347421","https://openalex.org/W2100196594","https://openalex.org/W2101961361"],"abstract_inverted_index":{"Software":[0,135],"development":[1],"projects":[2,47],"have":[3],"always":[4],"struggled":[5],"to":[6,95,117,123,144,152,155,171],"find":[7],"the":[8,26,64,67,80,99,110,131,145],"balance":[9],"between":[10],"domain":[11,31],"knowledge":[12,32],"and":[13,17,66,79,161,182],"software":[14,68,84,102,127],"engineering":[15,85,103],"skills":[16,35],"experience.":[18],"In":[19],"computational":[20,76,105],"science,":[21],"this":[22],"situation":[23],"is":[24,177,180],"in":[25,36,51,87],"extreme,":[27],"requiring":[28],"highly":[29],"specific":[30,44],"paired":[33],"with":[34,134],"tuning":[37],"parallel":[38],"programs":[39],"for":[40,126],"optimal":[41],"performance":[42],"on":[43,93,187],"hardware.":[45],"These":[46],"often":[48],"take":[49],"place":[50],"very":[52],"small":[53],"teams,":[54],"or":[55],"by":[56],"an":[57,121],"individual":[58],"researcher,":[59],"who":[60],"must":[61],"embody":[62],"both":[63],"scientist":[65],"engineer.":[69],"Through":[70],"observation":[71],"of":[72,75,82,98,101,109],"a":[73,173],"range":[74],"science":[77],"projects,":[78,89],"implementation":[81],"rigorous":[83],"methods":[86],"larger":[88],"we":[90,114,138,169],"can":[91,139,184],"reflect":[92],"where":[94,175],"bring":[96],"some":[97],"formality":[100],"into":[104],"science.":[106,190],"As":[107],"part":[108],"iVEC":[111],"Education":[112],"Program":[113],"provide":[115,140],"training":[116,132],"eResearchers,":[118],"which":[119],"provides":[120],"opportunity":[122],"prepare":[124],"scientists":[125,146],"projects.":[128],"By":[129,163],"infusing":[130],"program":[133],"Engineering":[136],"principles,":[137],"best":[141],"practice":[142],"essentials":[143],"whose":[147],"code":[148],"may":[149],"eventually":[150],"need":[151],"be":[153,185],"scaled":[154],"multiple":[156],"processors,":[157],"platforms,":[158],"sites,":[159],"users":[160],"developers.":[162],"promoting":[164],"easily":[165],"adopted,":[166],"high-return":[167],"techniques,":[168],"hope":[170],"develop":[172],"culture":[174],"quality":[176],"intrinsic,":[178],"reuse":[179],"maximised":[181],"effort":[183],"focussed":[186],"innovative,":[188],"robust":[189]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
