Machine Learning and feature engineering-based study into sarcasm and irony classification with application to cyberbullying detection

作者：

Highlights：

• Definition of irony and sarcasm are reviewed and clarified.

• Comparison and analysis between various types of classification methods.

• Comparison and analysis between different types of data preprocessing methods.

• Relationship between irony, sarcasm, and cyberbullying are discussed.

摘要

•Definition of irony and sarcasm are reviewed and clarified.•Comparison and analysis between various types of classification methods.•Comparison and analysis between different types of data preprocessing methods.•Relationship between irony, sarcasm, and cyberbullying are discussed.

论文关键词：Irony detection,Sarcasm detection,Machine Learning

论文评审过程：Received 31 October 2020, Revised 10 February 2021, Accepted 24 March 2021, Available online 29 April 2021, Version of Record 29 April 2021.

论文官网地址：https://doi.org/10.1016/j.ipm.2021.102600