{"id":"https://openalex.org/W4400291382","doi":"https://doi.org/10.1007/s11219-024-09687-z","title":"Integrated multi-view modeling for reliable machine learning-intensive software engineering","display_name":"Integrated multi-view modeling for reliable machine learning-intensive software engineering","publication_year":2024,"publication_date":"2024-07-03","ids":{"openalex":"https://openalex.org/W4400291382","doi":"https://doi.org/10.1007/s11219-024-09687-z"},"language":"en","primary_location":{"id":"doi:10.1007/s11219-024-09687-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11219-024-09687-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11219-024-09687-z.pdf","source":{"id":"https://openalex.org/S7504070","display_name":"Software Quality Journal","issn_l":"0963-9314","issn":["0963-9314","1573-1367"],"is_oa":false,"is_in_doaj":false,"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":"Software Quality Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11219-024-09687-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062850185","display_name":"Jati Hiliamsyah Husen","orcid":"https://orcid.org/0000-0002-0467-5844"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]},{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID","JP"],"is_corresponding":true,"raw_author_name":"Jati H. Husen","raw_affiliation_strings":["Telkom University, Bandung, 40257, Jawa Barat, Indonesia","Waseda University, Tokyo, 169-8050, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telkom University, Bandung, 40257, Jawa Barat, Indonesia","institution_ids":["https://openalex.org/I862893732"]},{"raw_affiliation_string":"Waseda University, Tokyo, 169-8050, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033111691","display_name":"Hironori Washizaki","orcid":"https://orcid.org/0000-0002-1417-9879"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hironori Washizaki","raw_affiliation_strings":["Waseda University, Tokyo, 169-8050, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Waseda University, Tokyo, 169-8050, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093260726","display_name":"Jomphon Runpakprakun","orcid":"https://orcid.org/0009-0009-0104-5298"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jomphon Runpakprakun","raw_affiliation_strings":["Waseda University, Tokyo, 169-8050, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Waseda University, Tokyo, 169-8050, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018128809","display_name":"Nobukazu Yoshioka","orcid":"https://orcid.org/0000-0002-1986-5675"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nobukazu Yoshioka","raw_affiliation_strings":["Waseda University, Tokyo, 169-8050, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Waseda University, Tokyo, 169-8050, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085578249","display_name":"Hnin Thandar Tun","orcid":"https://orcid.org/0000-0001-5771-0845"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hnin Thandar Tun","raw_affiliation_strings":["Waseda University, Tokyo, 169-8050, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Waseda University, Tokyo, 169-8050, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088654194","display_name":"Yoshiaki Fukazawa","orcid":"https://orcid.org/0000-0003-0196-2108"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiaki Fukazawa","raw_affiliation_strings":["Waseda University, Tokyo, 169-8050, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Waseda University, Tokyo, 169-8050, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020535149","display_name":"Hironori Takeuchi","orcid":"https://orcid.org/0000-0002-8555-2028"},"institutions":[{"id":"https://openalex.org/I98083888","display_name":"Musashi University","ror":"https://ror.org/05qp61e83","country_code":"JP","type":"education","lineage":["https://openalex.org/I98083888"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hironori Takeuchi","raw_affiliation_strings":["Musashi University, Tokyo, 176-8534, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Musashi University, Tokyo, 176-8534, Japan","institution_ids":["https://openalex.org/I98083888"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062850185"],"corresponding_institution_ids":["https://openalex.org/I150744194","https://openalex.org/I862893732"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":6.0023,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.96171316,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"32","issue":"3","first_page":"1239","last_page":"1285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.9970999956130981,"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/metamodeling","display_name":"Metamodeling","score":0.7128474712371826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6630276441574097},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5972514152526855},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5595641136169434},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5355802178382874},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.408451646566391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37279659509658813},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32270336151123047},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2565379738807678}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.7128474712371826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6630276441574097},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5972514152526855},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5595641136169434},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5355802178382874},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.408451646566391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37279659509658813},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32270336151123047},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2565379738807678},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11219-024-09687-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11219-024-09687-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11219-024-09687-z.pdf","source":{"id":"https://openalex.org/S7504070","display_name":"Software Quality Journal","issn_l":"0963-9314","issn":["0963-9314","1573-1367"],"is_oa":false,"is_in_doaj":false,"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":"Software Quality Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11219-024-09687-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11219-024-09687-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11219-024-09687-z.pdf","source":{"id":"https://openalex.org/S7504070","display_name":"Software Quality Journal","issn_l":"0963-9314","issn":["0963-9314","1573-1367"],"is_oa":false,"is_in_doaj":false,"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":"Software Quality Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G1699881565","display_name":null,"funder_award_id":"JPMJSP2128","funder_id":"https://openalex.org/F4320334789","funder_display_name":"Japan Science and Technology Agency"},{"id":"https://openalex.org/G7800833597","display_name":"\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30b7\u30b9\u30c6\u30e0\u306e\u9ad8\u54c1\u8cea\u5316\u30fb\u5b9f\u7528\u5316\u3092\u52a0\u901f\u3059\u308b\"Engineerable AI\"\u6280\u8853\u306e\u958b\u767a","funder_award_id":"JPMJMI20B8","funder_id":"https://openalex.org/F4320334789","funder_display_name":"Japan Science and Technology Agency"}],"funders":[{"id":"https://openalex.org/F4320334789","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400291382.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1762789331","https://openalex.org/W1801320017","https://openalex.org/W2067713319","https://openalex.org/W2117876524","https://openalex.org/W2137077888","https://openalex.org/W2168076257","https://openalex.org/W2189162242","https://openalex.org/W2561944084","https://openalex.org/W2794849388","https://openalex.org/W2894409651","https://openalex.org/W2921635940","https://openalex.org/W2970433196","https://openalex.org/W2996355630","https://openalex.org/W3022656471","https://openalex.org/W3036062984","https://openalex.org/W3036992142","https://openalex.org/W3090753246","https://openalex.org/W3098476760","https://openalex.org/W3120666308","https://openalex.org/W3169232032","https://openalex.org/W3214219979","https://openalex.org/W3215044494","https://openalex.org/W4200143137","https://openalex.org/W4213172953","https://openalex.org/W4220851938","https://openalex.org/W4220891756","https://openalex.org/W4221147479","https://openalex.org/W4245587674","https://openalex.org/W4283023890","https://openalex.org/W4284670548","https://openalex.org/W4285262934","https://openalex.org/W4310813084","https://openalex.org/W4316657905","https://openalex.org/W4320068725","https://openalex.org/W4323240402","https://openalex.org/W4361275045","https://openalex.org/W4378575337","https://openalex.org/W4383066526","https://openalex.org/W4383098330","https://openalex.org/W4388666762","https://openalex.org/W4388666792","https://openalex.org/W4389888974","https://openalex.org/W6944387188"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W1978893398","https://openalex.org/W2201908702","https://openalex.org/W4381094582","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W1977906818","https://openalex.org/W1522139108","https://openalex.org/W2009669813","https://openalex.org/W2913711650"],"abstract_inverted_index":{"Abstract":[0],"Development":[1],"of":[2,14,32,98],"machine":[3],"learning":[4],"(ML)":[5],"systems":[6],"differs":[7],"from":[8],"traditional":[9],"approaches.":[10],"The":[11],"probabilistic":[12],"nature":[13,97],"ML":[15,33,53,99,114],"leads":[16],"to":[17,63,84,139],"a":[18,27,61,123,127],"more":[19],"experimentative":[20,96],"development":[21],"approach,":[22],"which":[23],"often":[24],"results":[25],"in":[26],"disparity":[28],"between":[29,90,108],"the":[30,43,48,86,95,109,113],"quality":[31],"models":[34],"with":[35],"other":[36],"aspects":[37],"such":[38],"as":[39,60],"business,":[40],"safety,":[41],"and":[42,88,112,126],"overall":[44],"system":[45],"architecture.":[46],"Herein":[47],"Multi-view":[49],"Modeling":[50],"Framework":[51],"for":[52],"Systems":[54],"(M":[55],"3":[56,67,102,118,131],"S)":[57],"is":[58,78,120],"proposed":[59],"solution":[62],"this":[64],"problem.":[65],"M":[66,101,117,130],"S":[68,103,119,132],"provides":[69,104],"an":[70,81,105],"analysis":[71],"framework":[72],"that":[73],"integrates":[74],"different":[75,91],"views.":[76],"It":[77],"supported":[79],"by":[80],"integrated":[82,106],"metamodel":[83],"ensure":[85],"connection":[87],"consistency":[89],"models.":[92],"To":[93],"facilitate":[94],"training,":[100],"platform":[107],"modeling":[110],"environment":[111],"training":[115],"pipeline.":[116],"validated":[121],"through":[122],"case":[124],"study":[125],"controlled":[128],"experiment.":[129],"shows":[133],"promise,":[134],"but":[135],"future":[136],"research":[137],"needs":[138],"confirm":[140],"its":[141],"generality.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}