Emotion detection in blog posts using keyword spotting and semantic analysis
Mary Jane C. Samonte, Hector Irvin B. Punzalan, Richard Julian Paul G. Santiago, Peter Joshua L. Linchangco · Proceedings of the 3rd International Conference on Communication and Information Processing · 2017
In today's fast processing and dissemination of reading materials such as blogs, news and magazine, readers are looking for a way to be able to pinpoint what they want to read. Blogging is attracting research communities from various fields as a distinct social phenomenon. This paper targets to identify significant patterns in the emotions detected in each online blog reviews using keyword spotting and semantic analysis yield in the six basic emotions. The researchers applied different algorithms to detect and identify emotion in a blog. Annotation were done by subject matter experts in the post-processing stage of the methodology to validate the results of the experiment.