Title :
Exploring emotions over time within the blogosphere
Author :
Hennig, Patrick ; Berger, Philipp ; Meinel, Christoph ; Pirl, Lukas ; Schulze, Lukas
Author_Institution :
Hasso-Plattner-Inst., Univ. of Potsdam, Potsdam, Germany
Abstract :
A lot of research efforts are going on in the area of mining emotions within the world wide web. The BlogIntelligence application is analyzing tons of blog posts and extracts emotions out of this big amount of data. Therefore we thought about how to visualize these emotions in a very meaningful way. While we applied a smart map as a proven technique, we overcame conceptual and technical challenges to provide a feasible utility.
Keywords :
data mining; data visualisation; social networking (online); BlogIntelligence application; World Wide Web; blog posts; blogosphere; emotion mining; emotions visualization; smart map; Blogs; Data mining; Data visualization; Heating; Image color analysis; Market research; Visualization;
Conference_Titel :
Data Science and Advanced Analytics (DSAA), 2014 International Conference on
DOI :
10.1109/DSAA.2014.7058131
