{"id":"https://openalex.org/W3211635598","doi":"https://doi.org/10.1145/3471907","title":"Model Transformation Development Using Automated Requirements Analysis, Metamodel Matching, and Transformation by Example","display_name":"Model Transformation Development Using Automated Requirements Analysis, Metamodel Matching, and Transformation by Example","publication_year":2021,"publication_date":"2021-11-17","ids":{"openalex":"https://openalex.org/W3211635598","doi":"https://doi.org/10.1145/3471907","mag":"3211635598"},"language":"en","primary_location":{"id":"doi:10.1145/3471907","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3471907","pdf_url":null,"source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-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/A5080051687","display_name":"Kevin Lano","orcid":"https://orcid.org/0000-0002-9706-1410"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"K. Lano","raw_affiliation_strings":["Dept. of Informatics, King\u2019s College London, Strand, London, UK","Dept. of Informatics, King's College London, Strand, London, UK"],"raw_orcid":"https://orcid.org/0000-0002-9706-1410","affiliations":[{"raw_affiliation_string":"Dept. of Informatics, King\u2019s College London, Strand, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Dept. of Informatics, King's College London, Strand, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024820153","display_name":"Shekoufeh Kolahdouz-Rahimi","orcid":"https://orcid.org/0000-0002-0566-5429"},"institutions":[{"id":"https://openalex.org/I39268498","display_name":"University of Isfahan","ror":"https://ror.org/05h9t7759","country_code":"IR","type":"education","lineage":["https://openalex.org/I39268498"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"S. Kolahdouz-Rahimi","raw_affiliation_strings":["Dept. of Software Engineering, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Software Engineering, Isfahan, Iran","institution_ids":["https://openalex.org/I39268498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008438112","display_name":"S. Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"S. Fang","raw_affiliation_strings":["Dept. of Informatics, King\u2019s College London, Strand, London, UK","Dept. of Informatics, King's College London, Strand, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Informatics, King\u2019s College London, Strand, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Dept. of Informatics, King's College London, Strand, London, UK","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080051687"],"corresponding_institution_ids":["https://openalex.org/I183935753"],"apc_list":null,"apc_paid":null,"fwci":2.5315,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.89005236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"31","issue":"2","first_page":"1","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9998999834060669,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9977999925613403,"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/metamodeling","display_name":"Metamodeling","score":0.8343875408172607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8186049461364746},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6681972742080688},{"id":"https://openalex.org/keywords/model-transformation","display_name":"Model transformation","score":0.5531474947929382},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5504693388938904},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5213071703910828},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5123733282089233},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.4905487895011902},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.45329397916793823},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4234699010848999},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3835659921169281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3382735252380371}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8343875408172607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8186049461364746},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6681972742080688},{"id":"https://openalex.org/C2779791154","wikidata":"https://www.wikidata.org/wiki/Q258040","display_name":"Model transformation","level":3,"score":0.5531474947929382},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5504693388938904},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5213071703910828},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5123733282089233},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.4905487895011902},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.45329397916793823},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4234699010848999},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3835659921169281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3382735252380371},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3471907","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3471907","pdf_url":null,"source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W47351056","https://openalex.org/W822296996","https://openalex.org/W900993354","https://openalex.org/W937233221","https://openalex.org/W1492529077","https://openalex.org/W1509087931","https://openalex.org/W1531499883","https://openalex.org/W1542225267","https://openalex.org/W1556622123","https://openalex.org/W1556786118","https://openalex.org/W1597085899","https://openalex.org/W1845712655","https://openalex.org/W1918114628","https://openalex.org/W1964170502","https://openalex.org/W1973154043","https://openalex.org/W1981330061","https://openalex.org/W1985422962","https://openalex.org/W1987902506","https://openalex.org/W2011880291","https://openalex.org/W2055016397","https://openalex.org/W2068742764","https://openalex.org/W2069633766","https://openalex.org/W2093604545","https://openalex.org/W2094235682","https://openalex.org/W2094517928","https://openalex.org/W2102275784","https://openalex.org/W2105899414","https://openalex.org/W2119291625","https://openalex.org/W2125055259","https://openalex.org/W2156986461","https://openalex.org/W2164938362","https://openalex.org/W2166144946","https://openalex.org/W2239989485","https://openalex.org/W2392382259","https://openalex.org/W2485026922","https://openalex.org/W2518794401","https://openalex.org/W2590940197","https://openalex.org/W2593991786","https://openalex.org/W2619216210","https://openalex.org/W2734986640","https://openalex.org/W2786966937","https://openalex.org/W2794355565","https://openalex.org/W2794722753","https://openalex.org/W2804770079","https://openalex.org/W2805229144","https://openalex.org/W2955358618","https://openalex.org/W2966736435","https://openalex.org/W2982540874","https://openalex.org/W3010960521","https://openalex.org/W3019166713","https://openalex.org/W3026743490","https://openalex.org/W3033301382","https://openalex.org/W3089064082","https://openalex.org/W3095153354","https://openalex.org/W3095950387","https://openalex.org/W3097973774","https://openalex.org/W3099880248","https://openalex.org/W3105359989","https://openalex.org/W3123446289","https://openalex.org/W3159018709"],"related_works":["https://openalex.org/W2101684415","https://openalex.org/W2392502101","https://openalex.org/W3146596127","https://openalex.org/W2164325773","https://openalex.org/W1510924005","https://openalex.org/W2225770667","https://openalex.org/W2107344568","https://openalex.org/W2154846447","https://openalex.org/W2127342803","https://openalex.org/W2928705737"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3],"address":[4],"how":[5,47],"the":[6,48,96],"production":[7],"of":[8,17,43,50,79,98,107,112,117],"model":[9,64],"transformations":[10,118,135],"(MT)":[11],"can":[12,53,83],"be":[13,54,85],"accelerated":[14],"by":[15,56,66],"automation":[16],"transformation":[18,65,81],"synthesis":[19,28],"from":[20,136,147],"requirements,":[21],"examples,":[22],"and":[23,38,40,63,124,144],"metamodels.":[24],"We":[25,45,70,93],"introduce":[26],"a":[27,76,113],"process":[29],"based":[30],"on":[31],"metamodel":[32,51],"matching,":[33],"correspondence":[34,108],"patterns":[35,109],"between":[36,110],"metamodels,":[37],"completeness":[39],"consistency":[41],"analysis":[42,62,116],"matches.":[44],"describe":[46],"limitations":[49],"matching":[52,58],"addressed":[55],"combining":[57],"with":[59],"automated":[60],"requirements":[61],"example":[67],"(MTBE)":[68],"techniques.":[69],"show":[71],"that":[72],"in":[73,140,145],"practical":[74],"examples":[75],"large":[77],"percentage":[78],"required":[80],"functionality":[82],"usually":[84],"constructed":[86],"automatically,":[87],"thus":[88],"potentially":[89],"reducing":[90],"development":[91],"effort.":[92],"also":[94],"evaluate":[95],"efficiency":[97],"synthesised":[99],"transformations.":[100],"Our":[101],"novel":[102],"contributions":[103],"are:":[104],"The":[105],"concept":[106],"metamodels":[111],"transformation.":[114],"Requirements":[115],"using":[119,130],"natural":[120],"language":[121],"processing":[122],"(NLP)":[123],"machine":[125],"learning":[126],"(ML).":[127],"Symbolic":[128],"MTBE":[129],"\u201cpredictive":[131],"specification\u201d":[132],"to":[133],"infer":[134],"examples.":[137],"Transformation":[138],"generation":[139],"multiple":[141],"MT":[142],"languages":[143],"Java,":[146],"an":[148],"abstract":[149],"intermediate":[150],"language.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}