{"id":"https://openalex.org/W7118006679","doi":"https://doi.org/10.1007/978-3-032-13869-9_1","title":"Improving Public Contract Management with LLMs: A Q&amp;A System","display_name":"Improving Public Contract Management with LLMs: A Q&amp;A System","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7118006679","doi":"https://doi.org/10.1007/978-3-032-13869-9_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-13869-9_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-13869-9_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","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/A5084262536","display_name":"Antony Seabra","orcid":"https://orcid.org/0009-0007-9459-8216"},"institutions":[{"id":"https://openalex.org/I161746293","display_name":"Brazilian Development Bank","ror":"https://ror.org/0145x2c32","country_code":"BR","type":"government","lineage":["https://openalex.org/I161746293"]},{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Antony Seabra","raw_affiliation_strings":["Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil","Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0009-0007-9459-8216","affiliations":[{"raw_affiliation_string":"Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161746293"]},{"raw_affiliation_string":"Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086857551","display_name":"Claudio Soares Cavalcante","orcid":null},"institutions":[{"id":"https://openalex.org/I161746293","display_name":"Brazilian Development Bank","ror":"https://ror.org/0145x2c32","country_code":"BR","type":"government","lineage":["https://openalex.org/I161746293"]},{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Claudio Cavalcante","raw_affiliation_strings":["Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil","Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0009-0007-6327-4083","affiliations":[{"raw_affiliation_string":"Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161746293"]},{"raw_affiliation_string":"Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114429053","display_name":"Nicolaas Ruberg","orcid":null},"institutions":[{"id":"https://openalex.org/I161746293","display_name":"Brazilian Development Bank","ror":"https://ror.org/0145x2c32","country_code":"BR","type":"government","lineage":["https://openalex.org/I161746293"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Nicolaas Ruberg","raw_affiliation_strings":["Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0009-0005-4388-4656","affiliations":[{"raw_affiliation_string":"Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161746293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045618841","display_name":"Jo\u00e3o Nepomuceno","orcid":null},"institutions":[{"id":"https://openalex.org/I161746293","display_name":"Brazilian Development Bank","ror":"https://ror.org/0145x2c32","country_code":"BR","type":"government","lineage":["https://openalex.org/I161746293"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Nepomuceno","raw_affiliation_strings":["Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0009-0004-5441-8426","affiliations":[{"raw_affiliation_string":"Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161746293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121769126","display_name":"Gabryel Medeiros","orcid":null},"institutions":[{"id":"https://openalex.org/I161746293","display_name":"Brazilian Development Bank","ror":"https://ror.org/0145x2c32","country_code":"BR","type":"government","lineage":["https://openalex.org/I161746293"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabryel Medeiros","raw_affiliation_strings":["Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0009-0003-1874-5932","affiliations":[{"raw_affiliation_string":"Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161746293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121791044","display_name":"Vitor Millome","orcid":null},"institutions":[{"id":"https://openalex.org/I161746293","display_name":"Brazilian Development Bank","ror":"https://ror.org/0145x2c32","country_code":"BR","type":"government","lineage":["https://openalex.org/I161746293"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vitor Millome","raw_affiliation_strings":["Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0009-0007-2076-3995","affiliations":[{"raw_affiliation_string":"Brazilian Development Bank - BNDES, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161746293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085416987","display_name":"S\u00e9rgio Lifschitz","orcid":"https://orcid.org/0000-0003-3073-3734"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sergio Lifschitz","raw_affiliation_strings":["Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3073-3734","affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5114429053"],"corresponding_institution_ids":["https://openalex.org/I161746293"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"14"},"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":0.20440000295639038,"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":0.20440000295639038,"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/T13643","display_name":"Artificial Intelligence in Law","score":0.16529999673366547,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.15559999644756317,"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/contract-management","display_name":"Contract management","score":0.6855000257492065},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4212999939918518},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.37860000133514404},{"id":"https://openalex.org/keywords/management-system","display_name":"Management system","score":0.3671000003814697},{"id":"https://openalex.org/keywords/public-service","display_name":"Public service","score":0.3562999963760376},{"id":"https://openalex.org/keywords/systems-architecture","display_name":"Systems architecture","score":0.3077999949455261}],"concepts":[{"id":"https://openalex.org/C55451941","wikidata":"https://www.wikidata.org/wiki/Q1783273","display_name":"Contract management","level":2,"score":0.6855000257492065},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.43290001153945923},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.42649999260902405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4221000075340271},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4212999939918518},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.38909998536109924},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.37860000133514404},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.3671000003814697},{"id":"https://openalex.org/C2780110086","wikidata":"https://www.wikidata.org/wiki/Q161837","display_name":"Public service","level":2,"score":0.3562999963760376},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3343999981880188},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.3077999949455261},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2847000062465668},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27889999747276306},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C8816202","wikidata":"https://www.wikidata.org/wiki/Q4476407","display_name":"Systems management","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C31196326","wikidata":"https://www.wikidata.org/wiki/Q7257916","display_name":"Public institution","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-13869-9_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-13869-9_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W4379598302","https://openalex.org/W4387665600","https://openalex.org/W4390486238","https://openalex.org/W4400491795"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2026-01-02T00:00:00"}
