Sciweavers

Share
AI
2011
Springer

Exploiting Conversational Features to Detect High-Quality Blog Comments

10 years 12 months ago
Exploiting Conversational Features to Detect High-Quality Blog Comments
Abstract. In this work, we present a method for classifying the quality of blog comments using Linear-Chain Conditional Random Fields (CRFs). This approach is found to yield high accuracy on binary classification of high-quality comments, with conversational features contributing strongly to the accuracy. We also present a new corpus of blog data in conversational form, complete with user-generated quality moderation labels from the science and technology news blog Slashdot.
Nicholas FitzGerald, Giuseppe Carenini, Gabriel Mu
Added 24 Aug 2011
Updated 24 Aug 2011
Type Journal
Year 2011
Where AI
Authors Nicholas FitzGerald, Giuseppe Carenini, Gabriel Murray, Shafiq R. Joty
Comments (0)
books