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Got Many Labels?: Deriving Topic Labels from Multiple Sources for Social Media Posts using Crowdsourcing and Ensemble Learning.
Shuo Chang
Peng Dai
Jilin Chen
Ed Huai-hsin Chi
Published in:
WWW (Companion Volume) (2015)
Keyphrases
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social media
ensemble learning
multiple sources
pairwise
multi label
multi view
generalization ability
ensemble methods
blog posts
training data
user interests
prediction accuracy
class labels
test cases
base classifiers
databases
text categorization
information extraction
pattern recognition
similarity measure