Sarcasm detection in twitter: »all your products are incredibly amazing!!!» - are they really?

Mondher Bouazizi, Tomoaki Ohtsuki

研究成果: Conference contribution

21 被引用数 (Scopus)

抄録

Sarcasm is a special form of irony by which the person conveys implicit information, usually the opposite of what is said, within the message he transmits. Sarcasm is largely used in social networks and microblogging websites, where people mock or criticize in a way that makes it difficult even for humans to tell if what is said is what is meant. Recognizing sarcastic statements can be very useful when it comes to improving automatic sentiment analysis of data collected from social networks. It helps also enhance the efficiency of after-sales services or consumer assistance through understanding the intentions and real opinions of consumers when browsing their feedbacks or complaints. In this paper we propose a method to detect sarcasm in Twitter that makes use of the different components of the tweet. We propose four sets of features that cover different types of sarcasm we defined, and that will be used to classify tweets into sarcastic and non-sarcastic. We evaluate the performances of our approach. We study the importance of each of the proposed sets of features and evaluate its added value to the classification.

本文言語English
ホスト出版物のタイトル2015 IEEE Global Communications Conference, GLOBECOM 2015
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781479959525
DOI
出版ステータスPublished - 2015
イベント58th IEEE Global Communications Conference, GLOBECOM 2015 - San Diego, United States
継続期間: 2015 12 62015 12 10

出版物シリーズ

名前2015 IEEE Global Communications Conference, GLOBECOM 2015

Other

Other58th IEEE Global Communications Conference, GLOBECOM 2015
CountryUnited States
CitySan Diego
Period15/12/615/12/10

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering
  • Communication

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