Estimating Reputation Polarity on Microblog Posts

作者:

Highlights:

• We find that reputation polarity of a post is different from sentiment.

• We model reputation polarity using feature classes from communication theory.

• We introduce new features based on the replies to a post.

• We propose different ways to operationalise the RepLab 2012 and 2013 tasks.

摘要

•We find that reputation polarity of a post is different from sentiment.•We model reputation polarity using feature classes from communication theory.•We introduce new features based on the replies to a post.•We propose different ways to operationalise the RepLab 2012 and 2013 tasks.

论文关键词:Social media analysis,Online reputation analysis

论文评审过程:Received 6 August 2013, Revised 16 May 2015, Accepted 7 July 2015, Available online 6 November 2015, Version of Record 19 February 2016.

论文官网地址:https://doi.org/10.1016/j.ipm.2015.07.003