{"id":"https://openalex.org/W4417339290","doi":"https://doi.org/10.1109/ictai66417.2025.00191","title":"Empowering Conversational Systems Through AI Agents Specialized in Reusable APIs Across Software Ecosystems","display_name":"Empowering Conversational Systems Through AI Agents Specialized in Reusable APIs Across Software Ecosystems","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W4417339290","doi":"https://doi.org/10.1109/ictai66417.2025.00191"},"language":null,"primary_location":{"id":"doi:10.1109/ictai66417.2025.00191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictai66417.2025.00191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 37th International Conference on Tools with Artificial Intelligence (ICTAI)","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/A5024602362","display_name":"Rayfran Rocha Lima","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Rayfran Rocha Lima","raw_affiliation_strings":["Sidia Science and Technology Institute,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Sidia Science and Technology Institute,Manaus,Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090301247","display_name":"Isabel Sof\u00eda Brito","orcid":"https://orcid.org/0000-0002-7556-4367"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Irineu Evangelista Cruz de Brito","raw_affiliation_strings":["Sidia Science and Technology Institute,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Sidia Science and Technology Institute,Manaus,Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114188197","display_name":"Jos\u00e9 Vitor De Sousa Nascimento","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jardel da Cunha Nascimento","raw_affiliation_strings":["Sidia Science and Technology Institute,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Sidia Science and Technology Institute,Manaus,Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024816401","display_name":"E. Nogueira","orcid":"https://orcid.org/0000-0002-4222-928X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elias Nascimento Nogueira","raw_affiliation_strings":["Sidia Science and Technology Institute,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Sidia Science and Technology Institute,Manaus,Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024602362"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54166667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1316","last_page":"1323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.3287999927997589,"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":0.3287999927997589,"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/T12128","display_name":"AI in Service Interactions","score":0.2551000118255615,"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"}},{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.11599999666213989,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.608299970626831},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5508999824523926},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.5070000290870667},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.48660001158714294},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.3919999897480011},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.3869999945163727},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3644999861717224},{"id":"https://openalex.org/keywords/intelligent-agent","display_name":"Intelligent agent","score":0.35839998722076416},{"id":"https://openalex.org/keywords/agent-architecture","display_name":"Agent architecture","score":0.35740000009536743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6575999855995178},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.608299970626831},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5508999824523926},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5202000141143799},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.5070000290870667},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.48660001158714294},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3919999897480011},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3869999945163727},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3644999861717224},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3630000054836273},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.35839998722076416},{"id":"https://openalex.org/C137703981","wikidata":"https://www.wikidata.org/wiki/Q4692093","display_name":"Agent architecture","level":3,"score":0.35740000009536743},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34209999442100525},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.3409000039100647},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.33799999952316284},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.33180001378059387},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.328000009059906},{"id":"https://openalex.org/C5894958","wikidata":"https://www.wikidata.org/wiki/Q2297769","display_name":"Software agent","level":2,"score":0.30399999022483826},{"id":"https://openalex.org/C67571701","wikidata":"https://www.wikidata.org/wiki/Q1318054","display_name":"Enterprise system","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.2955000102519989},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.2906000018119812},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C185765463","wikidata":"https://www.wikidata.org/wiki/Q1318054","display_name":"Enterprise software","level":2,"score":0.27079999446868896},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2522999942302704},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictai66417.2025.00191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictai66417.2025.00191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 37th International Conference on Tools with Artificial Intelligence (ICTAI)","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":20,"referenced_works":["https://openalex.org/W2091033888","https://openalex.org/W2509508285","https://openalex.org/W2783027824","https://openalex.org/W3006367553","https://openalex.org/W3213564796","https://openalex.org/W4206291441","https://openalex.org/W4280625140","https://openalex.org/W4324070671","https://openalex.org/W4377695283","https://openalex.org/W4384009837","https://openalex.org/W4385245566","https://openalex.org/W4387027543","https://openalex.org/W4390204158","https://openalex.org/W4394615953","https://openalex.org/W4394744166","https://openalex.org/W4401460729","https://openalex.org/W4403606158","https://openalex.org/W4404481306","https://openalex.org/W4411310251","https://openalex.org/W4413243547"],"related_works":[],"abstract_inverted_index":{"Software":[0],"reuse":[1,45],"is":[2],"a":[3,30,60,79,89],"key":[4],"strategy":[5],"in":[6,14,78,152],"modern":[7],"engineering":[8],"practices,":[9],"yet":[10],"it":[11],"remains":[12],"underexploited":[13],"enterprise":[15,47,140],"environments":[16],"due":[17],"to":[18,24,39,138,149],"technical":[19],"barriers":[20],"and":[21,73,94,114,145,155],"limited":[22],"accessibility":[23],"existing":[25],"functionalities.":[26],"This":[27],"paper":[28],"presents":[29],"novel":[31],"architecture":[32,133],"that":[33],"integrates":[34],"LLMs":[35],"with":[36,63,97],"AI":[37],"agents":[38],"enhance":[40],"conversational":[41],"systems,":[42],"enabling":[43],"intelligent":[44],"of":[46,57,116,122],"APIs":[48],"through":[49],"natural":[50],"language":[51],"commands.":[52],"To":[53],"test":[54],"the":[55,104,120,123],"feasibility":[56],"this":[58],"solution,":[59],"multi-agent":[61],"system":[62],"three":[64],"roles":[65],"was":[66],"designed":[67],"-":[68,76],"LLM":[69],"interpreter,":[70],"recommender":[71],"agent,":[72],"executor":[74],"agent":[75],"deployed":[77],"real-world":[80],"setting.":[81],"The":[82,99,131],"solution":[83],"evaluation":[84],"combined":[85],"automated":[86],"accuracy":[87],"tests,":[88],"TAM-based":[90],"user":[91,136],"satisfaction":[92],"survey,":[93],"focus":[95],"groups":[96],"developers.":[98],"bge-m3":[100],"embedding":[101],"model":[102],"achieved":[103],"highest":[105],"top-5":[106],"recommendation":[107],"accuracy.":[108],"Users":[109],"reported":[110],"increased":[111],"perceived":[112],"usefulness":[113],"ease":[115],"use.":[117],"Developers":[118],"valued":[119],"modularity":[121],"architecture,":[124],"but":[125],"expressed":[126],"concerns":[127],"about":[128],"operational":[129],"risks.":[130],"proposed":[132],"effectively":[134],"connects":[135],"intent":[137],"actionable":[139],"APIs,":[141],"enhancing":[142],"reuse,":[143],"accessibility,":[144],"adaptability":[146],"while":[147],"pointing":[148],"future":[150],"improvements":[151],"security,":[153],"learning,":[154],"transparency.":[156]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-12-15T00:00:00"}
