{"id":"https://openalex.org/W4386175121","doi":"https://doi.org/10.1145/3579027.3608972","title":"On Programming Variability with Large Language Model-based Assistant","display_name":"On Programming Variability with Large Language Model-based Assistant","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4386175121","doi":"https://doi.org/10.1145/3579027.3608972"},"language":"en","primary_location":{"id":"doi:10.1145/3579027.3608972","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3579027.3608972","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Systems and Software Product Line Conference - Volume A","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04153310/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003973216","display_name":"Mathieu Acher","orcid":"https://orcid.org/0000-0003-1483-3858"},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mathieu Acher","raw_affiliation_strings":["University of Rennes, INSA, IRISA, Inria, IUF, Rennes, France"],"affiliations":[{"raw_affiliation_string":"University of Rennes, INSA, IRISA, Inria, IUF, Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081214629","display_name":"Jos\u00e9 \u00c1. Galindo","orcid":"https://orcid.org/0000-0001-9293-9784"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Galindo Duarte","raw_affiliation_strings":["University of Sevilla, Sevilla, Spain"],"affiliations":[{"raw_affiliation_string":"University of Sevilla, Sevilla, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069324527","display_name":"Jean\u2010Marc Jez\u00e9qu\u00e9l","orcid":"https://orcid.org/0000-0002-0582-9745"},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Marc J\u00e9z\u00e9quel","raw_affiliation_strings":["University of Rennes, IRISA, Inria, IUF, Rennes, France"],"affiliations":[{"raw_affiliation_string":"University of Rennes, IRISA, Inria, IUF, Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003973216"],"corresponding_institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802"],"apc_list":null,"apc_paid":null,"fwci":7.2773,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97123721,"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":"8","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9990000128746033,"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":0.9990000128746033,"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9968000054359436,"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/T10028","display_name":"Topic Modeling","score":0.9962999820709229,"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/computer-science","display_name":"Computer science","score":0.8514072895050049},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6028575897216797},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5818869471549988},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5645924806594849},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5316734313964844},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.5230370759963989},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5002737045288086},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4935237169265747},{"id":"https://openalex.org/keywords/domain-specific-language","display_name":"Domain-specific language","score":0.4466172754764557},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.42247626185417175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2316519021987915},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.150080144405365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8514072895050049},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6028575897216797},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5818869471549988},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5645924806594849},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5316734313964844},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.5230370759963989},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5002737045288086},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4935237169265747},{"id":"https://openalex.org/C135257023","wikidata":"https://www.wikidata.org/wiki/Q691358","display_name":"Domain-specific language","level":2,"score":0.4466172754764557},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.42247626185417175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2316519021987915},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.150080144405365},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3579027.3608972","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3579027.3608972","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Systems and Software Product Line Conference - Volume A","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04153310v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04153310","pdf_url":"https://inria.hal.science/hal-04153310/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPLC 2023 - 27th ACM International Systems and Software Product Lines Conference, ACM, Aug 2023, Tokyo, Japan. pp.1-7","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04153310v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04153310","pdf_url":"https://inria.hal.science/hal-04153310/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPLC 2023 - 27th ACM International Systems and Software Product Lines Conference, ACM, Aug 2023, Tokyo, Japan. pp.1-7","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386175121.pdf","grobid_xml":"https://content.openalex.org/works/W4386175121.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1500250067","https://openalex.org/W1979100395","https://openalex.org/W1986531046","https://openalex.org/W1993344876","https://openalex.org/W1997645449","https://openalex.org/W2002413229","https://openalex.org/W2008886122","https://openalex.org/W2018475799","https://openalex.org/W2018862503","https://openalex.org/W2112836019","https://openalex.org/W2114525558","https://openalex.org/W2125247206","https://openalex.org/W2261238734","https://openalex.org/W2527012254","https://openalex.org/W2605705966","https://openalex.org/W2756040459","https://openalex.org/W2769612187","https://openalex.org/W2793051425","https://openalex.org/W2953843994","https://openalex.org/W3035428952","https://openalex.org/W3090557936","https://openalex.org/W3098605233","https://openalex.org/W3193483200","https://openalex.org/W3203068769","https://openalex.org/W4233949481","https://openalex.org/W4293280203","https://openalex.org/W4298384051","https://openalex.org/W4307478075","https://openalex.org/W4309710666","https://openalex.org/W4377291442","https://openalex.org/W4394664141"],"related_works":["https://openalex.org/W3096456556","https://openalex.org/W4240253816","https://openalex.org/W2169584677","https://openalex.org/W2128417157","https://openalex.org/W4310506228","https://openalex.org/W4281950471","https://openalex.org/W3134465755","https://openalex.org/W2788011716","https://openalex.org/W2885657154","https://openalex.org/W3031192821"],"abstract_inverted_index":{"Programming":[0],"variability":[1,86,95],"is":[2,40],"central":[3],"to":[4,15,42,122],"the":[5,28,62,124,127],"design":[6],"and":[7,20,25,37,77,103,129],"implementation":[8,93],"of":[9,18,64,85,88,94,99,126,131],"software":[10,47],"systems":[11],"that":[12,30],"can":[13,60,79],"adapt":[14],"a":[16],"variety":[17],"contexts":[19],"requirements,":[21],"providing":[22],"increased":[23],"flexibility":[24],"customization.":[26],"Managing":[27],"complexity":[29],"arises":[31],"from":[32],"having":[33],"multiple":[34],"features,":[35],"variations,":[36],"possible":[38,71],"configurations":[39],"known":[41],"be":[43,80],"highly":[44],"challenging":[45],"for":[46,133],"developers.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52],"explore":[53],"how":[54],"large":[55],"language":[56],"model":[57],"(LLM)-based":[58],"assistants":[59],"support":[61,123],"programming":[63,101],"variability.We":[65],"report":[66],"on":[67],"new":[68],"approaches":[69],"made":[70],"with":[72],"LLM-based":[73,89],"assistants,":[74],"like:":[75],"features":[76],"variations":[78],"implemented":[81],"as":[82],"prompts;":[83],"augmentation":[84],"out":[87],"domain":[90],"knowledge;":[91],"seamless":[92],"in":[96],"different":[97,106],"kinds":[98],"artefacts,":[100],"languages,":[102],"frameworks,":[104],"at":[105],"binding":[107],"times":[108],"(compile-time":[109],"or":[110],"run-time).":[111],"We":[112],"are":[113],"sharing":[114],"our":[115],"data":[116],"(prompts,":[117],"sessions,":[118],"generated":[119],"code,":[120],"etc.)":[121],"assessment":[125],"effectiveness":[128],"robustness":[130],"LLMs":[132],"variability-related":[134],"tasks.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}