Age and gender classification of tweets using convolutional neural networks

Determining age and gender from a series of texts is useful for areas such as business intelligence and digital forensics. We explore the use of convolutional neural networks together with word2vec word embeddings for this task in comparison to handcrafted features. The network constructed consists...

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Detalhes bibliográficos
Autor principal: Bayot, Roy (author)
Outros Autores: Gonçalves, Teresa (author)
Formato: article
Idioma:eng
Publicado em: 2018
Texto completo:http://hdl.handle.net/10174/22360
País:Portugal
Oai:oai:dspace.uevora.pt:10174/22360