Irony, Sarcasm, and Sentiment Analysis
| Autor: | Paolo Rosso, D.I. Hernández Farias |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Sarcasm
media_common.quotation_subject Sentiment analysis User-generated content 02 engineering and technology Irony 0202 electrical engineering electronic engineering information engineering Criticism 020201 artificial intelligence & image processing Social media Psychology Irony detection media_common Cognitive psychology |
| DOI: | 10.1016/b978-0-12-804412-4.00007-3 |
| Popis: | Irony and sarcasm are sophisticated forms of speech in which authors write the opposite of what they mean. They have been studied in linguistics, psychology, and cognitive science. While irony is often used to emphasize occurrences that deviate from the expected, sarcasm is commonly used to convey implicit criticism. However, the detection of irony and sarcasm is a complex task, even for humans. The difficulty in recognizing irony and sarcasm causes misunderstanding in everyday communication and poses problems to many natural language processing tasks such as sentiment analysis. This is particularly challenging when one is dealing with social media messages, where the language is concise, informal, and ill-formed. |
| Databáze: | OpenAIRE |
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