{"id":"https://openalex.org/W7124871856","doi":"https://doi.org/10.1109/asew67777.2025.00062","title":"Multi-agent systems for improved information retrieval - leveraging autonomous agents and LLM models","display_name":"Multi-agent systems for improved information retrieval - leveraging autonomous agents and LLM models","publication_year":2025,"publication_date":"2025-11-16","ids":{"openalex":"https://openalex.org/W7124871856","doi":"https://doi.org/10.1109/asew67777.2025.00062"},"language":null,"primary_location":{"id":"doi:10.1109/asew67777.2025.00062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asew67777.2025.00062","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 40th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW)","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/A5013778168","display_name":"Aneta Poniszewska-Mara\u0144da","orcid":"https://orcid.org/0000-0001-7596-0813"},"institutions":[{"id":"https://openalex.org/I188884621","display_name":"Lodz University of Technology","ror":"https://ror.org/00s8fpf52","country_code":"PL","type":"education","lineage":["https://openalex.org/I188884621"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aneta Poniszewska-Mara\u0144da","raw_affiliation_strings":["Institute of Information Technology Lodz University of Technology,Lodz,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology Lodz University of Technology,Lodz,Poland","institution_ids":["https://openalex.org/I188884621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092452905","display_name":"Maciej Kopa","orcid":null},"institutions":[{"id":"https://openalex.org/I188884621","display_name":"Lodz University of Technology","ror":"https://ror.org/00s8fpf52","country_code":"PL","type":"education","lineage":["https://openalex.org/I188884621"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Kopa","raw_affiliation_strings":["Institute of Information Technology Lodz University of Technology,Lodz,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology Lodz University of Technology,Lodz,Poland","institution_ids":["https://openalex.org/I188884621"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068624735","display_name":"Bo\u017cena Borowska","orcid":"https://orcid.org/0000-0001-7640-5782"},"institutions":[{"id":"https://openalex.org/I188884621","display_name":"Lodz University of Technology","ror":"https://ror.org/00s8fpf52","country_code":"PL","type":"education","lineage":["https://openalex.org/I188884621"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bo\u017cena Borowska","raw_affiliation_strings":["Institute of Information Technology Lodz University of Technology,Lodz,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology Lodz University of Technology,Lodz,Poland","institution_ids":["https://openalex.org/I188884621"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I188884621"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75367949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"303","last_page":"310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.10639999806880951,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.10639999806880951,"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/T14347","display_name":"Big Data and Digital Economy","score":0.08550000190734863,"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/T10028","display_name":"Topic Modeling","score":0.06800000369548798,"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/process","display_name":"Process (computing)","score":0.6822999715805054},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5289999842643738},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.47440001368522644},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.44269999861717224},{"id":"https://openalex.org/keywords/systems-architecture","display_name":"Systems architecture","score":0.3587999939918518},{"id":"https://openalex.org/keywords/information-processing","display_name":"Information processing","score":0.34200000762939453},{"id":"https://openalex.org/keywords/information-integration","display_name":"Information integration","score":0.30959999561309814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7541999816894531},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6822999715805054},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5289999842643738},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.44269999861717224},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37369999289512634},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.3587999939918518},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3531000018119812},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.34200000762939453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3359000086784363},{"id":"https://openalex.org/C33326189","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information integration","level":2,"score":0.30959999561309814},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.3059999942779541},{"id":"https://openalex.org/C551230270","wikidata":"https://www.wikidata.org/wiki/Q4368942","display_name":"Data retrieval","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.2955999970436096},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C133077976","wikidata":"https://www.wikidata.org/wiki/Q845921","display_name":"Information architecture","level":4,"score":0.2630999982357025},{"id":"https://openalex.org/C21338462","wikidata":"https://www.wikidata.org/wiki/Q1662581","display_name":"Information model","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C81601051","wikidata":"https://www.wikidata.org/wiki/Q16928226","display_name":"Automated information system","level":4,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asew67777.2025.00062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asew67777.2025.00062","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 40th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6218676567077637}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2133233604","https://openalex.org/W2771019154","https://openalex.org/W4288939032","https://openalex.org/W4389520370","https://openalex.org/W4396832474","https://openalex.org/W4402531536","https://openalex.org/W4402683901","https://openalex.org/W4414014501"],"related_works":[],"abstract_inverted_index":{"In":[0],"the":[1,15,36,43,55,83],"era":[2],"of":[3,17,48,57,77,85,109],"dynamic":[4],"technological":[5],"development":[6],"and":[7,13,46,50,67,73,92,105,116],"growing":[8],"needs":[9],"for":[10,89],"data":[11],"processing":[12],"analysis,":[14],"architecture":[16,62],"multi-agent":[18,60],"systems":[19],"is":[20,80],"gaining":[21],"importance.":[22],"These":[23],"systems,":[24],"combined":[25],"with":[26],"Large":[27],"Language":[28],"Models":[29],"(LLMs),":[30],"offer":[31],"an":[32],"innovative":[33,100],"approach":[34],"to":[35,70,99],"information":[37,94],"retrieval":[38],"process":[39,74],"that":[40,63],"can":[41,97],"enhance":[42],"efficiency,":[44],"speed,":[45],"reliability":[47],"fact-finding":[49],"question-answering.":[51],"This":[52],"paper":[53],"proposes":[54],"use":[56],"a":[58],"designed":[59],"system":[61],"uses":[64],"autonomous":[65],"agents":[66],"LLM":[68],"models":[69],"efficiently":[71],"acquire":[72],"large":[75],"amounts":[76],"data.":[78],"It":[79],"shown":[81],"how":[82],"integration":[84],"these":[86],"technologies":[87],"allows":[88],"more":[90],"effective":[91],"precise":[93],"acquisition,":[95],"which":[96],"lead":[98],"solutions":[101],"in":[102],"both":[103],"business":[104],"science.":[106],"The":[107],"effectiveness":[108],"solution":[110],"were":[111],"evaluated":[112],"using":[113],"specific":[114],"metrics":[115],"testing.":[117]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-01-21T00:00:00"}
