{"id":"https://openalex.org/W3215818367","doi":"https://doi.org/10.1007/978-3-030-91608-4_30","title":"Neural Complexity Assessment: A Deep Learning Approach to Readability Classification for European Portuguese Corpora","display_name":"Neural Complexity Assessment: A Deep Learning Approach to Readability Classification for European Portuguese Corpora","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3215818367","doi":"https://doi.org/10.1007/978-3-030-91608-4_30","mag":"3215818367"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-91608-4_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91608-4_30","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5103180846","display_name":"Jo\u00e3o Correia","orcid":"https://orcid.org/0000-0003-1649-6306"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o Correia","raw_affiliation_strings":["Centro Algoritmi, Departamento de Inform\u00e1tica, Universidade do Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, Departamento de Inform\u00e1tica, Universidade do Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081140606","display_name":"Rui Mendes","orcid":"https://orcid.org/0000-0002-5321-6863"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Mendes","raw_affiliation_strings":["Centro Algoritmi, Departamento de Inform\u00e1tica, Universidade do Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, Departamento de Inform\u00e1tica, Universidade do Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103180846"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.25322705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"300","last_page":"311"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.9998999834060669,"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/T13629","display_name":"Text Readability and Simplification","score":0.9998999834060669,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9731000065803528,"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/readability","display_name":"Readability","score":0.9432165026664734},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8656660914421082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7315405607223511},{"id":"https://openalex.org/keywords/portuguese","display_name":"Portuguese","score":0.6519134044647217},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6252202391624451},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6243977546691895},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5995141863822937},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5648925304412842},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39032718539237976},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11026093363761902}],"concepts":[{"id":"https://openalex.org/C2778143727","wikidata":"https://www.wikidata.org/wiki/Q1820650","display_name":"Readability","level":2,"score":0.9432165026664734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8656660914421082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7315405607223511},{"id":"https://openalex.org/C35219183","wikidata":"https://www.wikidata.org/wiki/Q5146","display_name":"Portuguese","level":2,"score":0.6519134044647217},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6252202391624451},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6243977546691895},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5995141863822937},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5648925304412842},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39032718539237976},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11026093363761902},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-91608-4_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91608-4_30","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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":26,"referenced_works":["https://openalex.org/W63592799","https://openalex.org/W133394232","https://openalex.org/W204612095","https://openalex.org/W260507399","https://openalex.org/W1501924953","https://openalex.org/W1507711477","https://openalex.org/W1579838312","https://openalex.org/W1602368597","https://openalex.org/W1614298861","https://openalex.org/W1704713987","https://openalex.org/W2006751573","https://openalex.org/W2024046085","https://openalex.org/W2048587526","https://openalex.org/W2064675550","https://openalex.org/W2131774270","https://openalex.org/W2133944470","https://openalex.org/W2153081451","https://openalex.org/W2167139114","https://openalex.org/W2295825763","https://openalex.org/W2304127486","https://openalex.org/W2963341956","https://openalex.org/W2989815961","https://openalex.org/W3023762570","https://openalex.org/W6636400605","https://openalex.org/W6702248584","https://openalex.org/W6807903634"],"related_works":["https://openalex.org/W1964661231","https://openalex.org/W4254960163","https://openalex.org/W3110264473","https://openalex.org/W2999103397","https://openalex.org/W2370831213","https://openalex.org/W4315704968","https://openalex.org/W4285478380","https://openalex.org/W2100255360","https://openalex.org/W2032810564","https://openalex.org/W2107506952"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
