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» Opinion Mining and Sentiment Analysis
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ACL
2007
14 years 11 months ago
PageRanking WordNet Synsets: An Application to Opinion Mining
This paper presents an application of PageRank, a random-walk model originally devised for ranking Web search results, to ranking WordNet synsets in terms of how strongly they pos...
Andrea Esuli, Fabrizio Sebastiani
99
Voted
ICDM
2007
IEEE
276views Data Mining» more  ICDM 2007»
15 years 4 months ago
SOPS: Stock Prediction Using Web Sentiment
Recently, the web has rapidly emerged as a great source of financial information ranging from news articles to personal opinions. Data mining and analysis of such financial info...
Vivek Sehgal, Charles Song
74
Voted
COLING
2008
14 years 11 months ago
Mining Opinions in Comparative Sentences
This paper studies sentiment analysis from the user-generated content on the Web. In particular, it focuses on mining opinions from comparative sentences, i.e., to determine which...
Murthy Ganapathibhotla, Bing Liu
76
Voted
SIGIR
2009
ACM
15 years 4 months ago
A study of inter-annotator agreement for opinion retrieval
Evaluation of sentiment analysis, like large-scale IR evaluation, relies on the accuracy of human assessors to create judgments. Subjectivity in judgments is a problem for relevan...
Adam Bermingham, Alan F. Smeaton
LREC
2010
177views Education» more  LREC 2010»
14 years 11 months ago
Sentiment Analysis in the News
Recent years have brought a significant growth in the volume of research in sentiment analysis, mostly on highly subjective text types (movie or product reviews). The main differe...
Alexandra Balahur, Ralf Steinberger, Mijail Alexan...