{"id":"https://openalex.org/W7117151697","doi":"https://doi.org/10.1145/3756681.3756989","title":"An Empirical study on LLM-based Log Retrieval for Software Engineering Metadata Management","display_name":"An Empirical study on LLM-based Log Retrieval for Software Engineering Metadata Management","publication_year":2025,"publication_date":"2025-06-17","ids":{"openalex":"https://openalex.org/W7117151697","doi":"https://doi.org/10.1145/3756681.3756989"},"language":null,"primary_location":{"id":"doi:10.1145/3756681.3756989","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3756681.3756989","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3756681.3756989","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121229350","display_name":"Simin Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Simin Sun","raw_affiliation_strings":["Chalmers University of Technology, Gothenburg, Sweden and University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0009-0003-0873-5968","affiliations":[{"raw_affiliation_string":"Chalmers University of Technology, Gothenburg, Sweden and University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045838298","display_name":"Yuchuan Jin","orcid":"https://orcid.org/0000-0002-2791-1117"},"institutions":[{"id":"https://openalex.org/I4210086940","display_name":"Zenuity (Sweden)","ror":"https://ror.org/000dpyn16","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210086940"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Yuchuan Jin","raw_affiliation_strings":["Zenseact, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-2791-1117","affiliations":[{"raw_affiliation_string":"Zenseact, Gothenburg, Sweden","institution_ids":["https://openalex.org/I4210086940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074020697","display_name":"Miroslaw Staron","orcid":"https://orcid.org/0000-0002-9052-0864"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Miroslaw Staron","raw_affiliation_strings":["Chalmers University of Technology, Gothenburg, Sweden and University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-9052-0864","affiliations":[{"raw_affiliation_string":"Chalmers University of Technology, Gothenburg, Sweden and University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47954912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"938","last_page":"948"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.2535000145435333,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.2535000145435333,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.07540000230073929,"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.06319999694824219,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/metadata","display_name":"Metadata","score":0.6944000124931335},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5152000188827515},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5065000057220459},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.43560001254081726},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4320000112056732},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.39750000834465027},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.38929998874664307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.769599974155426},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6944000124931335},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5152000188827515},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5065000057220459},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.43650001287460327},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.43560001254081726},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4320000112056732},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.39750000834465027},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.38929998874664307},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.38909998536109924},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3547999858856201},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3467000126838684},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.34470000863075256},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3425000011920929},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.3073999881744385},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30379998683929443},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.28839999437332153},{"id":"https://openalex.org/C15708719","wikidata":"https://www.wikidata.org/wiki/Q2271801","display_name":"Domain analysis","level":5,"score":0.2743000090122223},{"id":"https://openalex.org/C30872290","wikidata":"https://www.wikidata.org/wiki/Q1172389","display_name":"Data element","level":3,"score":0.2547999918460846},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.2524999976158142},{"id":"https://openalex.org/C103593891","wikidata":"https://www.wikidata.org/wiki/Q624546","display_name":"Entity\u2013relationship model","level":3,"score":0.2524000108242035},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3756681.3756989","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3756681.3756989","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3756681.3756989","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3756681.3756989","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.46203410625457764,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1586939924","https://openalex.org/W2963351113","https://openalex.org/W2963916161","https://openalex.org/W2963919999","https://openalex.org/W3035215928","https://openalex.org/W3035265375","https://openalex.org/W3168640669","https://openalex.org/W4221141829","https://openalex.org/W4287114153","https://openalex.org/W4387756494","https://openalex.org/W4390872623","https://openalex.org/W4404724811"],"related_works":[],"abstract_inverted_index":{"Developing":[0],"autonomous":[1],"driving":[2,39,56],"systems":[3],"(ADSs)":[4],"involves":[5],"generating":[6],"and":[7,21,55,83],"storing":[8],"extensive":[9],"log":[10],"data":[11],"from":[12],"test":[13],"drives,":[14],"which":[15],"is":[16],"essential":[17],"for":[18,33,94],"verification,":[19],"research,":[20],"simulation.":[22],"However,":[23],"these":[24,70],"high-frequency":[25],"logs,":[26],"recorded":[27],"over":[28],"varying":[29],"durations,":[30],"pose":[31],"challenges":[32],"developers":[34],"attempting":[35],"to":[36,45,92],"locate":[37],"specific":[38],"scenarios.":[40],"This":[41],"difficulty":[42],"arises":[43],"due":[44],"the":[46,66],"wide":[47],"range":[48],"of":[49,62,69],"signals":[50],"representing":[51],"various":[52],"vehicle":[53],"components":[54],"conditions,":[57],"as":[58,60],"well":[59],"unfamiliarity":[61],"some":[63],"developers\u2019":[64],"with":[65],"detailed":[67],"meaning":[68],"signals.":[71],"Traditional":[72],"SQL-based":[73],"querying":[74],"exacerbates":[75],"this":[76],"challenge":[77],"by":[78],"demanding":[79],"both":[80],"domain":[81],"expertise":[82],"database":[84],"knowledge,":[85],"often":[86],"yielding":[87],"results":[88],"that":[89],"are":[90],"difficult":[91],"verify":[93],"accuracy.":[95]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-12-24T00:00:00"}