Understanding and Identifying Rhetorical Questions in Social Media
Academic Article
-
- Overview
-
- Research
-
- Identity
-
- Additional Document Info
-
- View All
-
Overview
abstract
-
© 2018 ACM. Social media provides a platform for seeking information from a large user base. Information seeking in social media, however, occurs simultaneously with users expressing their viewpoints by making statements. Rhetorical questions have the form of a question but serve the function of a statement and are an important tool employed by users to express their viewpoints. Therefore, rhetorical questions might mislead platforms assisting information seeking in social media. It becomes difficult to identify rhetorical questions as they are not syntactically different from other questions. In this article, we develop a framework to identify rhetorical questions by modeling some motivations of the users to post them.We focus on two motivations of the users drawing from linguistic theories to implicitly convey a message and to modify the strength of a statement previously made. We develop a quantitative framework from these motivations to identify rhetorical questions in social media. We evaluate the framework using two datasets of questions posted on a social media platform Twitter and demonstrate its effectiveness in identifying rhetorical questions. This is the first framework, to the best of our knowledge, to model the possible motivations for posting rhetorical questions to identify them on social media platforms.
altmetric score
author list (cited authors)
-
Ranganath, S., Hu, X., Tang, J., Wang, S., & Liu, H.
citation count
complete list of authors
-
Ranganath, Suhas||Hu, Xia||Tang, Jiliang||Wang, Suhang||Liu, Huan
publication date
published in
Research
keywords
-
Information Seeking
-
Persuasion
-
Political Campaigns
-
Question Answering
-
Rhetorical
-
Social Media
Identity
Digital Object Identifier (DOI)
Additional Document Info
start page
end page
volume
issue