{"id":"https://openalex.org/W4403447653","doi":"https://doi.org/10.1109/etfa61755.2024.10710832","title":"Automating Software Product Line Adoption Based on Feature Models Using Large Language Models","display_name":"Automating Software Product Line Adoption Based on Feature Models Using Large Language Models","publication_year":2024,"publication_date":"2024-09-10","ids":{"openalex":"https://openalex.org/W4403447653","doi":"https://doi.org/10.1109/etfa61755.2024.10710832"},"language":"en","primary_location":{"id":"doi:10.1109/etfa61755.2024.10710832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa61755.2024.10710832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)","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/A5093049285","display_name":"Johannes St\u00fcmpfle","orcid":"https://orcid.org/0000-0002-0745-158X"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Johannes St\u00fcmpfle","raw_affiliation_strings":["Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042563144","display_name":"Sebastian Baum","orcid":"https://orcid.org/0000-0001-6792-9381"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Baum","raw_affiliation_strings":["Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005858037","display_name":"Daniel Dittler","orcid":"https://orcid.org/0000-0002-0760-4929"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Dittler","raw_affiliation_strings":["Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042926074","display_name":"Nasser Jazdi","orcid":"https://orcid.org/0000-0001-6722-0911"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nasser Jazdi","raw_affiliation_strings":["Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072168528","display_name":"Michael Weyrich","orcid":"https://orcid.org/0000-0003-3176-9288"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Weyrich","raw_affiliation_strings":["Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Industrial Automation and Software Engineering, University of Stuttgart,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5093049285"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":4.8852,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.95515132,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9804999828338623,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9804999828338623,"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":0.9778000116348267,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9470999836921692,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-product-line","display_name":"Software product line","score":0.8458846807479858},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7333095669746399},{"id":"https://openalex.org/keywords/feature-model","display_name":"Feature model","score":0.6926385164260864},{"id":"https://openalex.org/keywords/product-line","display_name":"Product line","score":0.5390284657478333},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5335851907730103},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5241791605949402},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5049834847450256},{"id":"https://openalex.org/keywords/modeling-language","display_name":"Modeling language","score":0.4595010280609131},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4582899808883667},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4443921744823456},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40013575553894043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3431508541107178},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.25282013416290283},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.15443649888038635},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13205838203430176},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.12349620461463928}],"concepts":[{"id":"https://openalex.org/C2778177629","wikidata":"https://www.wikidata.org/wiki/Q2111823","display_name":"Software product line","level":4,"score":0.8458846807479858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7333095669746399},{"id":"https://openalex.org/C101814296","wikidata":"https://www.wikidata.org/wiki/Q5439685","display_name":"Feature model","level":3,"score":0.6926385164260864},{"id":"https://openalex.org/C2988046880","wikidata":"https://www.wikidata.org/wiki/Q3084961","display_name":"Product line","level":2,"score":0.5390284657478333},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5335851907730103},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5241791605949402},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5049834847450256},{"id":"https://openalex.org/C179603123","wikidata":"https://www.wikidata.org/wiki/Q1941921","display_name":"Modeling language","level":3,"score":0.4595010280609131},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4582899808883667},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4443921744823456},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40013575553894043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3431508541107178},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.25282013416290283},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.15443649888038635},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13205838203430176},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12349620461463928},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa61755.2024.10710832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa61755.2024.10710832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1784687733","https://openalex.org/W2108501365","https://openalex.org/W2495617574","https://openalex.org/W2890702868","https://openalex.org/W2892976287","https://openalex.org/W3014105160","https://openalex.org/W3197859799","https://openalex.org/W4384270559","https://openalex.org/W4386175121","https://openalex.org/W4386175534","https://openalex.org/W4391155208","https://openalex.org/W4393065402","https://openalex.org/W4402409840","https://openalex.org/W6777615688"],"related_works":["https://openalex.org/W4249408043","https://openalex.org/W2967648533","https://openalex.org/W3156686903","https://openalex.org/W1555873338","https://openalex.org/W2104208948","https://openalex.org/W1965717968","https://openalex.org/W2399803796","https://openalex.org/W1972612110","https://openalex.org/W2315306780","https://openalex.org/W4253469356"],"abstract_inverted_index":{"Software-intensive":[0],"systems":[1],"emerge":[2],"in":[3,129],"a":[4,27,102,115,121],"multitude":[5],"of":[6,37,46,55,61,71,79,83,92],"variations":[7],"to":[8,43],"meet":[9],"diverse":[10],"customer":[11],"requirements.":[12],"To":[13,96],"develop":[14],"such":[15],"variant-rich":[16],"software":[17,19],"systems,":[18],"product":[20],"line":[21],"(SPL)":[22],"Engineering":[23],"has":[24],"emerged":[25],"as":[26,87,89],"key":[28],"strategy":[29],"for":[30],"managing":[31],"the":[32,35,44,53,59,69,80],"variability.":[33,57],"However,":[34],"adoption":[36,70],"SPLs":[38],"is":[39],"highly":[40],"complex":[41],"due":[42],"diversity":[45],"feature":[47,85,117,123],"model":[48],"formats":[49],"and":[50,52,114],"specifications,":[51],"complexity":[54],"implementing":[56],"Leveraging":[58],"capabilities":[60],"powerful":[62],"large":[63],"language":[64],"models":[65,86],"(LLMs)":[66],"can":[67],"facilitate":[68],"SPLs.":[72],"Nonetheless,":[73],"these":[74,98],"LLMs":[75],"often":[76],"lack":[77],"knowledge":[78],"various":[81],"specifications":[82],"potential":[84],"well":[88],"efficient":[90],"implementation":[91],"different":[93],"variability":[94],"mechanisms.":[95],"address":[97],"challenges,":[99],"we":[100],"propose":[101],"novel":[103],"method":[104,110],"based":[105,119],"on":[106,120],"retrieval-augmented":[107],"generation.":[108],"This":[109],"generates":[111],"reusable":[112],"artefacts":[113],"corresponding":[116],"mapping":[118],"given":[122],"model,":[124],"thereby":[125],"aiding":[126],"system":[127],"engineers":[128],"adopting":[130],"an":[131],"SPL.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
