Share
Automatic Detection of Irony: Opinion Mining in Microblogs and Social Media
Jihen Karoui; Farah Benamara; Veronique Moriceau (Author)
·
Iste Ltd
· Hardcover
Automatic Detection of Irony: Opinion Mining in Microblogs and Social Media - Jihen Karoui; Farah Benamara; Veronique Moriceau
Out of Stock
We'll email you when the book is available again
Synopsis "Automatic Detection of Irony: Opinion Mining in Microblogs and Social Media"
In recent years, there has been a proliferation of opinion-heavy texts on the Web: opinions of Internet users, comments on social networks, etc. Automating the synthesis of opinions has become crucial to gaining an overview on a given topic. Current automatic systems perform well on classifying the subjective or objective character of a document. However, classifications obtained from polarity analysis remain inconclusive, due to the algorithms' inability to understand the subtleties of human language. Automatic Detection of Irony presents, in three stages, a supervised learning approach to predicting whether a tweet is ironic or not. The book begins by analyzing some everyday examples of irony and presenting a reference corpus. It then develops an automatic irony detection model for French tweets that exploits semantic traits and extralinguistic context. Finally, it presents a study of portability in a multilingual framework (Italian, English, Arabic).
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
All books in our catalog are Original.
The book is written in English.
The binding of this edition is Hardcover.
✓ Producto agregado correctamente al carro, Ir a Pagar.
