{"id":"https://openalex.org/W4388692756","doi":"https://doi.org/10.1109/sccc59417.2023.10315755","title":"Software Architecture Evaluation of a Machine Learning Enabled System: A Case Study","display_name":"Software Architecture Evaluation of a Machine Learning Enabled System: A Case Study","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4388692756","doi":"https://doi.org/10.1109/sccc59417.2023.10315755"},"language":"en","primary_location":{"id":"doi:10.1109/sccc59417.2023.10315755","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sccc59417.2023.10315755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 42nd IEEE International Conference of the Chilean Computer Science Society (SCCC)","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/A5013524401","display_name":"Pablo Cruz","orcid":"https://orcid.org/0000-0003-0148-7001"},"institutions":[{"id":"https://openalex.org/I75778554","display_name":"Federico Santa Mar\u00eda Technical University","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Pablo Cruz","raw_affiliation_strings":["Universidad T&#x00E9;cnica Federico Santa Mar&#x00ED;a,Departamento de Inform&#x00E1;tica,Valpara&#x00ED;so,Chile"],"affiliations":[{"raw_affiliation_string":"Universidad T&#x00E9;cnica Federico Santa Mar&#x00ED;a,Departamento de Inform&#x00E1;tica,Valpara&#x00ED;so,Chile","institution_ids":["https://openalex.org/I75778554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052971576","display_name":"Gustavo Ulloa","orcid":null},"institutions":[{"id":"https://openalex.org/I75778554","display_name":"Federico Santa Mar\u00eda Technical University","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Gustavo Ulloa","raw_affiliation_strings":["Universidad T&#x00E9;cnica Federico Santa Mar&#x00ED;a,Departamento de Inform&#x00E1;tica,Valpara&#x00ED;so,Chile"],"affiliations":[{"raw_affiliation_string":"Universidad T&#x00E9;cnica Federico Santa Mar&#x00ED;a,Departamento de Inform&#x00E1;tica,Valpara&#x00ED;so,Chile","institution_ids":["https://openalex.org/I75778554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030334763","display_name":"Daniel San Mart\u00edn","orcid":"https://orcid.org/0000-0002-3371-2480"},"institutions":[{"id":"https://openalex.org/I75778554","display_name":"Federico Santa Mar\u00eda Technical University","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Daniel San Martin","raw_affiliation_strings":["Universidad T&#x00E9;cnica Federico Santa Mar&#x00ED;a,Departamento de Inform&#x00E1;tica,Valpara&#x00ED;so,Chile"],"affiliations":[{"raw_affiliation_string":"Universidad T&#x00E9;cnica Federico Santa Mar&#x00ED;a,Departamento de Inform&#x00E1;tica,Valpara&#x00ED;so,Chile","institution_ids":["https://openalex.org/I75778554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032574918","display_name":"Alejandro Veloz","orcid":"https://orcid.org/0000-0001-9394-6660"},"institutions":[{"id":"https://openalex.org/I79274474","display_name":"University of Valpara\u00edso","ror":"https://ror.org/00h9jrb69","country_code":"CL","type":"education","lineage":["https://openalex.org/I79274474"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Alejandro Veloz","raw_affiliation_strings":["Universidad de Valpara&#x00ED;so,Escuela de Ingenier&#x00ED;a Biom&#x00E9;dica,Valpara&#x00ED;so,Chile"],"affiliations":[{"raw_affiliation_string":"Universidad de Valpara&#x00ED;so,Escuela de Ingenier&#x00ED;a Biom&#x00E9;dica,Valpara&#x00ED;so,Chile","institution_ids":["https://openalex.org/I79274474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013524401"],"corresponding_institution_ids":["https://openalex.org/I75778554"],"apc_list":null,"apc_paid":null,"fwci":1.3745,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.86011201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9966999888420105,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9966999888420105,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9965000152587891,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6925002336502075},{"id":"https://openalex.org/keywords/reference-architecture","display_name":"Reference architecture","score":0.6253310441970825},{"id":"https://openalex.org/keywords/resource-oriented-architecture","display_name":"Resource-oriented architecture","score":0.5995526909828186},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5256311297416687},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.5115450620651245},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.49607500433921814},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.49249157309532166},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.48327261209487915},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.4753936529159546},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45925161242485046},{"id":"https://openalex.org/keywords/software-architecture-description","display_name":"Software architecture description","score":0.45288610458374023},{"id":"https://openalex.org/keywords/social-software-engineering","display_name":"Social software engineering","score":0.4398342967033386},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3770177364349365},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.35360127687454224},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10219448804855347}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6925002336502075},{"id":"https://openalex.org/C55356503","wikidata":"https://www.wikidata.org/wiki/Q2136675","display_name":"Reference architecture","level":4,"score":0.6253310441970825},{"id":"https://openalex.org/C97382630","wikidata":"https://www.wikidata.org/wiki/Q13501132","display_name":"Resource-oriented architecture","level":5,"score":0.5995526909828186},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5256311297416687},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.5115450620651245},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.49607500433921814},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.49249157309532166},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.48327261209487915},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.4753936529159546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45925161242485046},{"id":"https://openalex.org/C73219336","wikidata":"https://www.wikidata.org/wiki/Q7554254","display_name":"Software architecture description","level":5,"score":0.45288610458374023},{"id":"https://openalex.org/C182500959","wikidata":"https://www.wikidata.org/wiki/Q7551380","display_name":"Social software engineering","level":5,"score":0.4398342967033386},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3770177364349365},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.35360127687454224},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10219448804855347}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sccc59417.2023.10315755","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sccc59417.2023.10315755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 42nd IEEE International Conference of the Chilean Computer Science Society (SCCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310976","display_name":"Universidad T\u00e9cnica Federico Santa Mar\u00eda","ror":"https://ror.org/05510vn56"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W73020337","https://openalex.org/W1497199122","https://openalex.org/W1541257867","https://openalex.org/W1551869955","https://openalex.org/W1647157032","https://openalex.org/W1990368776","https://openalex.org/W2006479099","https://openalex.org/W2048405498","https://openalex.org/W2074481509","https://openalex.org/W2090612990","https://openalex.org/W2091283779","https://openalex.org/W2092099049","https://openalex.org/W2099770799","https://openalex.org/W2114786153","https://openalex.org/W2126230853","https://openalex.org/W2132695268","https://openalex.org/W2134934846","https://openalex.org/W2143764671","https://openalex.org/W2143909182","https://openalex.org/W2163257729","https://openalex.org/W2166365253","https://openalex.org/W2883656129","https://openalex.org/W2945460553","https://openalex.org/W3085190292","https://openalex.org/W3112431337","https://openalex.org/W3179343042","https://openalex.org/W3216348338","https://openalex.org/W4281630353","https://openalex.org/W4291213652","https://openalex.org/W4360995249","https://openalex.org/W6629927523","https://openalex.org/W6631474988","https://openalex.org/W6636938231"],"related_works":["https://openalex.org/W2053107757","https://openalex.org/W2017266164","https://openalex.org/W2157374570","https://openalex.org/W1552148294","https://openalex.org/W2163512324","https://openalex.org/W2352245193","https://openalex.org/W2136317684","https://openalex.org/W1152672851","https://openalex.org/W2359311851","https://openalex.org/W2354797847"],"abstract_inverted_index":{"Machine":[0,15],"learning":[1,11,16,76,94,116,152,201,223],"components":[2],"are":[3],"increasingly":[4],"being":[5],"included":[6],"in":[7,23,99,110,137,188,195,218],"the":[8,30,38,87,123,139,142,156,169,212,219],"so-called":[9],"machine":[10,75,93,115,151,200,222],"enabled":[12,95,117,153,224],"software":[13,18,49,54,78,90,118,184,203,215,225],"systems.":[14],"and":[17,33,40,77,132,174,193,202,206],"engineering":[19,79],"communities":[20,80,208],"have":[21,81],"agreed":[22],"that":[24,35,106,171,182,198],"it":[25],"is":[26,58,64],"necessary":[27],"to":[28,48,53,86,112],"consider":[29],"particular":[31],"aspects":[32,105],"issues":[34],"arise":[36],"from":[37],"development":[39],"deployment":[41],"of":[42,89,92,104,125,144,168,214,221],"such":[43,121],"systems,":[44],"especially":[45],"when":[46],"related":[47],"architecture.":[50],"In":[51,162],"relation":[52],"architecture,":[55],"architecture":[56,70,119,185,204,216],"evaluation":[57,88,120,143,186],"a":[59,102,114,134,145],"relatively":[60],"mature":[61],"area":[62],"which":[63,138],"seen":[65],"as":[66,122],"inextricable":[67],"with":[68,177],"any":[69],"design.":[71],"However,":[72],"we":[73,165],"believe":[74],"not":[82],"given":[83],"enough":[84],"attention":[85],"architectures":[91],"software.":[96],"We":[97,128,191],"propose":[98],"this":[100,163,189,196],"paper":[101,164,197],"set":[103],"should":[107,209],"be":[108],"attended":[109],"order":[111],"enact":[113],"diversity":[124],"stakeholders\u2019":[126],"knowledge.":[127],"designed,":[129],"planned,":[130],"run":[131],"report":[133,166],"case":[135,140],"study":[136,213],"was":[141],"white":[146],"matter":[147],"brain":[148],"lesions":[149],"segmentation":[150],"system":[154],"using":[155],"Decison-Centric":[157],"Architecture":[158],"Review":[159],"(DCAR)":[160],"method.":[161],"some":[167],"decisions":[170],"were":[172],"reviewed":[173],"changed,":[175],"along":[176],"interesting":[178],"insights":[179],"regarding":[180],"factors":[181],"influence":[183],"adoption":[187],"topic.":[190],"conclude":[192],"suggest":[194],"both":[199],"research":[205],"practitioner":[207],"start":[210],"considering":[211],"evaluations":[217],"context":[220],"architectures.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
