Batch Active Learning for Text Classification and Sentiment Analysis.

Marko Sahan Václav Smídl Radek Marik

Published in: CCRIS (2022)

Keyphrases

sentiment analysis
text classification
active learning
batch mode
machine learning
sentiment classification
opinion mining
labeled data
feature selection
bag of words

text mining
text categorization
semi supervised
unlabeled data
transfer learning
n gram
learning algorithm
supervised learning
selective sampling
text documents

sentence level
online reviews
training set
multi aspect
product reviews
user generated
multi label
relevance feedback
public opinion
email

semi supervised learning
semantic features
product features
association rules
language modeling
information extraction
collaborative filtering
co occurrence
query expansion