Readability;
Portuguese language;
Text simplification;
Natural language processing;
D O I:
10.1007/978-3-030-28577-7_10
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Readability is a linguistic feature that indicates how difficult it is to read a text. Traditional readability formulas were made for the English language. This study evaluates their adequacy to the Portuguese language. We applied the traditional formulas in 10 parallel corpora. We verified that the Portuguese language had higher grade scores (less readability) in the formulas that use the number of syllables per words or number of complex words per sentence. Formulas that use letters by words instead of syllables by words output similar grade scores. Considering this, we evaluated the correlation of the complex words in 65 Portuguese school books of 12 schooling years. We found out that the concept of complex word as a word with 4 or more syllables, instead of 3 or more syllables as originally used in traditional formulas applied to English texts, is more correlated with the grade of Portuguese school books. In the end, for each traditional readability formula, we adapted it to the Portuguese language performing a multiple linear regression in the same dataset of school books.
机构:
Univ Texas Southwestern Med Ctr, Dept Surg, Div Surg Oncol, Dallas, TX 75390 USAUniv Texas Southwestern Med Ctr, Dept Surg, Div Surg Oncol, Dallas, TX 75390 USA
Murimwa, Gilbert Z.
Stewart II, James W.
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h-index: 0
机构:
Univ Michigan, Dept Surg, Ann Arbor, MI USA
Yale Sch Med, Dept Surg, New Haven, CT USA
VA Healthcare Syst, Ann Arbor, MI USAUniv Texas Southwestern Med Ctr, Dept Surg, Div Surg Oncol, Dallas, TX 75390 USA
Stewart II, James W.
Zhang, Lucia
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机构:
Univ Texas Southwestern Med Ctr, Dept Surg, Div Surg Oncol, Dallas, TX 75390 USAUniv Texas Southwestern Med Ctr, Dept Surg, Div Surg Oncol, Dallas, TX 75390 USA
Zhang, Lucia
Kunstman, John W.
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h-index: 0
机构:
Yale Sch Med, Dept Surg, New Haven, CT USAUniv Texas Southwestern Med Ctr, Dept Surg, Div Surg Oncol, Dallas, TX 75390 USA
Kunstman, John W.
Polanco, Patricio M.
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h-index: 0
机构:
Univ Texas Southwestern Med Ctr, Dept Surg, Div Surg Oncol, Dallas, TX 75390 USAUniv Texas Southwestern Med Ctr, Dept Surg, Div Surg Oncol, Dallas, TX 75390 USA
机构:
UCL, London, England
Univ Beira Interior, Covilha, Portugal
Inst Politecn Tomar, Tomar, Portugal
Lusofona Univ, Lisbon, Portugal
CICANT, Lisbon, PortugalUCL, London, England
Graca, Andre Rui
Cunha, Paulo
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h-index: 0
机构:
Univ Beira Interior, Dept Arts, Covilha, Portugal
Univ Coimbra, Ctr Interdisciplinary Studies, Coimbra, PortugalUCL, London, England