Transportation in Social Media: An Automatic Classifier for Travel-Related Tweets

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2017

Autores

Pereira, J (Autor) Outra; Pasquali, A (Autor) Outra; Saleiro, P (Autor) Outra; Rosaldo J. F. Rossetti (Autor) FEUP

Ata de Conferência Internacional

Título: PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2017)

Páginas: 355-366

18th EPIA Conference on Artificial Intelligence (EPIA)

Univ Porto, Fac Engn, Porto, PORTUGAL, SEP 05-08, 2017

Indexação

ISI Web of Knowledge - 10 Citações

Scopus - 14 Citações

Outras Informações

ID Authenticus: P-00M-YNN

DOI: 10.1007/978-3-319-65340-2_30

Abstract (EN): In the last years researchers in the field of intelligent transportation systems have made several efforts to extract valuable information from social media streams. However, collecting domain-specific data from any social media is a challenging task demanding appropriate and robust classification methods. In this work we focus on exploring geolocated tweets in order to create a travel-related tweet classifier using a combination of bag-of-words and word embeddings. The resulting classification makes possible the identification of interesting spatio-temporal relations in Sao Paulo and Rio de Janeiro.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 12