Title
Analysing Microblogs of Middle and High School Students
Abstract
The Kelluwen project implements middle and high-school educational activities where the use of Web 2.0 tools is incorporated to improve collaboration construction, sharing and publishing of the learning outcomes. The Worklog tool, a microblogging space within the Kelluwen platform has an active role in the educational activities. Using probabilistic topic models, correlation analysis and principal component analysis (PCA), we analyzed micropost of 85 class groups participating in the Kelluwen project and found interesting relations of the types of messages posted and other factors such as the teacher participation in the microblog, the rural or urban nature of the schools and other aspects of the educational experience.
Year
DOI
Venue
2014
10.1007/978-3-319-11200-8_2
EC-TEL
Field
DocType
Volume
Latent Dirichlet allocation,World Wide Web,Social media,Computer science,Microblogging,Topic model,Probabilistic logic,Publishing,Multimedia,Correlation analysis,Principal component analysis
Conference
8719
ISSN
Citations 
PageRank 
0302-9743
1
0.39
References 
Authors
9
4
Name
Order
Citations
PageRank
Javiera Born110.72
eliana scheihing255.02
julio guerra310513.14
Luis Cárcamo411.40