{"id":"https://openalex.org/W4400187464","doi":"https://doi.org/10.1007/978-3-031-64315-6_18","title":"Exploring NLP and\u00a0Embedding for\u00a0Automatic Essay Scoring in\u00a0the\u00a0Portuguese","display_name":"Exploring NLP and\u00a0Embedding for\u00a0Automatic Essay Scoring in\u00a0the\u00a0Portuguese","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400187464","doi":"https://doi.org/10.1007/978-3-031-64315-6_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-64315-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64315-6_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5065093720","display_name":"Ruan Carvalho","orcid":"https://orcid.org/0000-0002-8574-7255"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ruan Carvalho","raw_affiliation_strings":["Federal Rural University of Pernambuco, Recife, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8574-7255","affiliations":[{"raw_affiliation_string":"Federal Rural University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102789462","display_name":"Lucas Fernandes Lins","orcid":"https://orcid.org/0000-0003-3787-4177"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Fernandes Lins","raw_affiliation_strings":["Federal Rural University of Pernambuco, Recife, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3787-4177","affiliations":[{"raw_affiliation_string":"Federal Rural University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075995933","display_name":"Luiz Rodrigues","orcid":"https://orcid.org/0000-0003-0343-3701"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz Rodrigues","raw_affiliation_strings":["Center for Excellence in Social Technologies, Federal University of Alagoas, Penedo, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0343-3701","affiliations":[{"raw_affiliation_string":"Center for Excellence in Social Technologies, Federal University of Alagoas, Penedo, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078294323","display_name":"P\u00e9ricles Miranda","orcid":"https://orcid.org/0000-0002-5767-7544"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"P\u00e9ricles Miranda","raw_affiliation_strings":["Federal Rural University of Pernambuco, Recife, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5767-7544","affiliations":[{"raw_affiliation_string":"Federal Rural University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029524369","display_name":"Hil\u00e1rio Oliveira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160371","display_name":"Instituto Federal do Esp\u00edrito Santo","ror":"https://ror.org/05rshs160","country_code":"BR","type":"funder","lineage":["https://openalex.org/I4210160371"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hil\u00e1rio Oliveira","raw_affiliation_strings":["Federal Institute of Esp\u00edrito Santo, Vitoria, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0643-7206","affiliations":[{"raw_affiliation_string":"Federal Institute of Esp\u00edrito Santo, Vitoria, Brazil","institution_ids":["https://openalex.org/I4210160371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021212312","display_name":"Thiago Cordeiro","orcid":"https://orcid.org/0000-0003-0976-7040"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago Cordeiro","raw_affiliation_strings":["Center for Excellence in Social Technologies, Federal University of Alagoas, Penedo, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0976-7040","affiliations":[{"raw_affiliation_string":"Center for Excellence in Social Technologies, Federal University of Alagoas, Penedo, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061181768","display_name":"Ig Ibert Bittencourt","orcid":"https://orcid.org/0000-0001-5676-2280"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ig Ibert Bittencourt","raw_affiliation_strings":["Center for Excellence in Social Technologies, Federal University of Alagoas, Penedo, Brazil","Harvard Graduate School of Education, Cambridge, USA","Universidade Federal de Alagoas, Maceio, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5676-2280","affiliations":[{"raw_affiliation_string":"Center for Excellence in Social Technologies, Federal University of Alagoas, Penedo, Brazil","institution_ids":["https://openalex.org/I79889768"]},{"raw_affiliation_string":"Harvard Graduate School of Education, Cambridge, USA","institution_ids":[]},{"raw_affiliation_string":"Universidade Federal de Alagoas, Maceio, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006855037","display_name":"Seiji Isotani","orcid":"https://orcid.org/0000-0003-1574-0784"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seiji Isotani","raw_affiliation_strings":["Harvard Graduate School of Education, Cambridge, USA"],"raw_orcid":"https://orcid.org/0000-0003-1574-0784","affiliations":[{"raw_affiliation_string":"Harvard Graduate School of Education, Cambridge, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025630415","display_name":"Rafael Ferreira Mello","orcid":"https://orcid.org/0000-0003-3548-9670"},"institutions":[{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Ferreira Mello","raw_affiliation_strings":["Centro de Estudos Avan\u00e7ados de Recife, Recife, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3548-9670","affiliations":[{"raw_affiliation_string":"Centro de Estudos Avan\u00e7ados de Recife, Recife, Brazil","institution_ids":["https://openalex.org/I4210123235"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5065093720"],"corresponding_institution_ids":["https://openalex.org/I62921916"],"apc_list":null,"apc_paid":null,"fwci":2.2469,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88234355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"228","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9988999962806702,"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/T12031","display_name":"Speech and dialogue systems","score":0.9915000200271606,"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/portuguese","display_name":"Portuguese","score":0.784177839756012},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6995635628700256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6103824973106384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5660820007324219},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5022289752960205},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3917124271392822},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3351542353630066},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.15735673904418945}],"concepts":[{"id":"https://openalex.org/C35219183","wikidata":"https://www.wikidata.org/wiki/Q5146","display_name":"Portuguese","level":2,"score":0.784177839756012},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6995635628700256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6103824973106384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5660820007324219},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5022289752960205},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3917124271392822},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3351542353630066},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.15735673904418945}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-64315-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64315-6_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","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":7,"referenced_works":["https://openalex.org/W2898140483","https://openalex.org/W2981177978","https://openalex.org/W3096266342","https://openalex.org/W3107256189","https://openalex.org/W4302023733","https://openalex.org/W4316036055","https://openalex.org/W4321442108"],"related_works":["https://openalex.org/W2912615426","https://openalex.org/W1964944391","https://openalex.org/W2104166387","https://openalex.org/W4299785812","https://openalex.org/W4391101703","https://openalex.org/W563704311","https://openalex.org/W4322721676","https://openalex.org/W2625894112","https://openalex.org/W581688671","https://openalex.org/W2310048306"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}