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» Joint sentiment topic model for sentiment analysis
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ICWSM
2010
13 years 5 months ago
Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment
Twitter is a microblogging website where users read and write millions of short messages on a variety of topics every day. This study uses the context of the German federal electi...
Andranik Tumasjan, Timm O. Sprenger, Philipp G. Sa...
TREC
2007
13 years 8 months ago
FDU at TREC 2007: Opinion Retrieval of Blog Track
This paper describes our participation in the opinion retrieval task at Blog Track 07. The system consisted of the preprocess part, the topic retrieval part and sentiment analysis...
Qi Zhang, Bingqing Wang, Lide Wu, Xuanjing Huang
ACL
2007
13 years 9 months ago
Structured Models for Fine-to-Coarse Sentiment Analysis
In this paper we investigate a structured model for jointly classifying the sentiment of text at varying levels of granularity. Inference in the model is based on standard sequenc...
Ryan T. McDonald, Kerry Hannan, Tyler Neylon, Mike...
COLING
2010
13 years 2 months ago
Chinese Sentence-Level Sentiment Classification Based on Fuzzy Sets
This paper presents a fuzzy set theory based approach to Chinese sentence-level sentiment classification. Compared with traditional topic-based text classification techniques, the...
Guohong Fu, Xin Wang
EMNLP
2009
13 years 5 months ago
Sentiment Analysis of Conditional Sentences
This paper studies sentiment analysis of conditional sentences. The aim is to determine whether opinions expressed on different topics in a conditional sentence are positive, nega...
Ramanathan Narayanan, Bing Liu, Alok N. Choudhary