A survey on author profiling, deception, and irony detection for the Arabic language

[EN] The possibility of knowing people traits on the basis of what they write is a field of growing interest named author profiling. To infer a user's gender, age, native language, language variety, or even when the user lies, simply by analyzing her texts, opens a wide range of possibiliti...

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Detalhes bibliográficos
Autores: Rosso, Paolo, Rangel-Pardo, Francisco Manuel, Hernandez-Farias, Delia Irazu, Cagnina, Leticia, Zaghouani, Wajdi, Charfi, Anis
Formato: artículo
Fecha de publicación:2018
País:España
Recursos:Universitat Politècnica de València (UPV)
Repositorio:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Idioma:inglés
OAI Identifier:oai:riunet.upv.es:10251/146287
Acesso em linha:https://riunet.upv.es/handle/10251/146287
Access Level:acceso abierto
Palavra-chave:Author profiling
Deception detecion
Irony detection
Arabic
LENGUAJES Y SISTEMAS INFORMATICOS
Descrição
Resumo:[EN] The possibility of knowing people traits on the basis of what they write is a field of growing interest named author profiling. To infer a user's gender, age, native language, language variety, or even when the user lies, simply by analyzing her texts, opens a wide range of possibilities from the point of view of security. In this paper, we review the state of the art about some of the main author profiling problems, as well as deception and irony detection, especially focusing on the Arabic language.