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Adaptive Personalization and Presentation of Recommendations to Learners (APPRL) using Latent Dirichlet Allocation.
V. Jagadish
G. Hariharan
T. Kathirvel
T. V. Geetha
Published in:
IICAI (2011)
Keyphrases
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latent dirichlet allocation
topic models
recommender systems
generative model
topic modeling
lda model
text mining
latent topics
topic discovery
probabilistic latent semantic analysis
gibbs sampling
variational bayesian inference
variational inference
e learning
learning experience
hierarchical bayesian model
learning environment
user profiles
collaborative filtering
word counts
pattern recognition
learning process
information retrieval
email
hidden markov models
probabilistic topic models
probabilistic model
information extraction
latent variables
dimensionality reduction