{"id":"https://openalex.org/W4403536494","doi":"https://doi.org/10.1145/3691620.3695058","title":"Towards Synthetic Trace Generation of Modeling Operations using In-Context Learning Approach","display_name":"Towards Synthetic Trace Generation of Modeling Operations using In-Context Learning Approach","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4403536494","doi":"https://doi.org/10.1145/3691620.3695058"},"language":"en","primary_location":{"id":"doi:10.1145/3691620.3695058","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3691620.3695058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering","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/A5069895956","display_name":"Vittoriano Muttillo","orcid":"https://orcid.org/0000-0002-2220-8326"},"institutions":[{"id":"https://openalex.org/I124326101","display_name":"University of Teramo","ror":"https://ror.org/01yetye73","country_code":"IT","type":"education","lineage":["https://openalex.org/I124326101"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittoriano Muttillo","raw_affiliation_strings":["University of Teramo, Teramo, Teramo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2220-8326","affiliations":[{"raw_affiliation_string":"University of Teramo, Teramo, Teramo, Italy","institution_ids":["https://openalex.org/I124326101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047553297","display_name":"Claudio Di Sipio","orcid":"https://orcid.org/0000-0001-9872-9542"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Di Sipio","raw_affiliation_strings":["University of L'Aquila, L'Aquila, L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9872-9542","affiliations":[{"raw_affiliation_string":"University of L'Aquila, L'Aquila, L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061119465","display_name":"Riccardo Rubei","orcid":"https://orcid.org/0000-0001-9622-5949"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Rubei","raw_affiliation_strings":["University of L'Aquila, L'Aquila, L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9622-5949","affiliations":[{"raw_affiliation_string":"University of L'Aquila, L'Aquila, L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050890655","display_name":"Luca Berardinelli","orcid":"https://orcid.org/0000-0003-2416-2867"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Luca Berardinelli","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0003-2416-2867","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081656408","display_name":"MohammadHadi Dehghani","orcid":"https://orcid.org/0009-0002-5540-5841"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"MohammadHadi Dehghani","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0009-0002-5540-5841","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4671,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73144484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"619","last_page":"630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.7571280002593994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7254685759544373},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6190773248672485},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.5324636101722717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4358314275741577},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35435235500335693},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3223457932472229},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07162168622016907}],"concepts":[{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.7571280002593994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7254685759544373},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6190773248672485},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.5324636101722717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4358314275741577},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35435235500335693},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3223457932472229},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07162168622016907},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3691620.3695058","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3691620.3695058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:research.unite.it:11575/152960","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.1145/3691620.3695058","pdf_url":null,"source":{"id":"https://openalex.org/S4306401171","display_name":"UniTERAMO Research Catalog (University of Teramo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124326101","host_organization_name":"University of Teramo","host_organization_lineage":["https://openalex.org/I124326101"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6618363488","display_name":null,"funder_award_id":"101007350","funder_id":"https://openalex.org/F4320327207","funder_display_name":"Electronic Components and Systems for European Leadership"}],"funders":[{"id":"https://openalex.org/F4320327207","display_name":"Electronic Components and Systems for European Leadership","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W20879611","https://openalex.org/W187986345","https://openalex.org/W1003315906","https://openalex.org/W1890629124","https://openalex.org/W1965355809","https://openalex.org/W2001499937","https://openalex.org/W2015280671","https://openalex.org/W2063817339","https://openalex.org/W2068859716","https://openalex.org/W2142498761","https://openalex.org/W2207124506","https://openalex.org/W2494902551","https://openalex.org/W2501920073","https://openalex.org/W2804378350","https://openalex.org/W2809368426","https://openalex.org/W2921408465","https://openalex.org/W2947506636","https://openalex.org/W2975035977","https://openalex.org/W3035907598","https://openalex.org/W3082371875","https://openalex.org/W3092334662","https://openalex.org/W3110607569","https://openalex.org/W3126787553","https://openalex.org/W3167212892","https://openalex.org/W3169517138","https://openalex.org/W3182643845","https://openalex.org/W4295136820","https://openalex.org/W4307285973","https://openalex.org/W4312794585","https://openalex.org/W4380359239","https://openalex.org/W4384009677","https://openalex.org/W4388468409","https://openalex.org/W4390098480","https://openalex.org/W4390117354","https://openalex.org/W4390807379","https://openalex.org/W4391739430","https://openalex.org/W4391899877","https://openalex.org/W4392414327","https://openalex.org/W4398164769","https://openalex.org/W6681029592"],"related_works":["https://openalex.org/W2349222429","https://openalex.org/W2116230991","https://openalex.org/W3117430770","https://openalex.org/W2046058552","https://openalex.org/W2590751808","https://openalex.org/W1972377868","https://openalex.org/W2132709506","https://openalex.org/W2098730537","https://openalex.org/W2186895195","https://openalex.org/W2748557612"],"abstract_inverted_index":{"Producing":[0],"accurate":[1],"software":[2,8],"models":[3,72],"is":[4,15,242],"crucial":[5],"in":[6,183],"model-driven":[7],"engineering":[9],"(MDE).":[10],"However,":[11],"modeling":[12,44,91,104,108,114,123,138,154,180,208,226,235,261],"complex":[13],"systems":[14],"an":[16,257],"error-prone":[17],"task":[18],"that":[19,56,102,125,231],"requires":[20],"deep":[21],"application":[22],"domain":[23],"knowledge.":[24],"In":[25,118,145,248],"the":[26,76,88,95,111,120,127,130,159,172,193,199,202,219,239,260],"past":[27],"decade,":[28],"several":[29,62],"automated":[30],"techniques":[31,48],"have":[32],"been":[33],"proposed":[34,173,194],"to":[35,61,205,266,272],"support":[36,75,273],"academic":[37],"and":[38,110,140],"industrial":[39,184,225,274],"practitioners":[40],"by":[41,156,210,222],"providing":[42],"relevant":[43,143],"operations.":[45,92,144,247],"Nevertheless,":[46],"those":[47],"require":[49],"a":[50,99,136,149,166,176],"huge":[51],"amount":[52],"of":[53,69,78,90,113,153,168,178,201],"training":[54],"data":[55,80],"cannot":[57],"be":[58],"available":[59,265],"due":[60],"factors,":[63],"e.g.,":[64],"privacy":[65],"issues.":[66],"The":[67],"advent":[68],"large":[70],"language":[71],"(LLMs)":[73],"can":[74,233],"generation":[77,89,112],"synthetic":[79],"although":[81],"state-of-the-art":[82],"approaches":[83],"are":[84,263],"not":[85,264],"yet":[86],"supporting":[87],"To":[93,191],"fill":[94],"gap,":[96],"we":[97,147,170,196,217,251],"propose":[98],"conceptual":[100],"framework":[101,174],"combines":[103],"event":[105],"logs,":[106],"intelligent":[107],"assistants,":[109],"operations":[115,209,221,262],"using":[116,175],"LLMs.":[117],"particular,":[119],"architecture":[121],"comprises":[122],"components":[124],"help":[126],"designer":[128],"specify":[129],"system,":[131],"record":[132],"its":[133],"operation":[134],"within":[135,187],"graphical":[137],"environment,":[139],"automatically":[141],"recommend":[142],"addition,":[146],"generate":[148,206,234],"completely":[150],"new":[151],"dataset":[152],"events":[155,236],"telling":[157],"on":[158,212],"most":[160],"prominent":[161],"LLMs":[162,204,232],"currently":[163],"available.":[164],"As":[165],"proof":[167],"concept,":[169],"instantiate":[171],"set":[177],"existing":[179],"tools":[181,255],"employed":[182],"use":[185],"cases":[186],"different":[188],"European":[189],"projects.":[190],"assess":[192],"methodology,":[195],"first":[197],"evaluate":[198,218],"capability":[200],"examined":[203],"realistic":[207],"relying":[211],"well-founded":[213],"distance":[214],"metrics.":[215],"Then,":[216],"recommended":[220],"considering":[223,245],"real-world":[224],"artifacts.":[227],"Our":[228],"findings":[229],"demonstrate":[230],"even":[237],"though":[238],"overall":[240],"accuracy":[241],"higher":[243],"when":[244,259],"human-based":[246],"this":[249],"respect,":[250],"see":[252],"generative":[253],"AI":[254],"as":[256],"alternative":[258],"train":[267],"traditional":[268],"IMAs":[269],"specifically":[270],"conceived":[271],"practitioners.":[275]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
