ScentHighlights: highlighting conceptually-related sentences during reading
Proceedings of the 10th international conference on Intelligent user interfaces
The folksonomy tag cloud: when is it useful?
Journal of Information Science
Jigsaw: supporting investigative analysis through interactive visualization
Information Visualization
The Word Tree, an Interactive Visual Concordance
IEEE Transactions on Visualization and Computer Graphics
AMAZING: A sentiment mining and retrieval system
Expert Systems with Applications: An International Journal
User-directed sentiment analysis: visualizing the affective content of documents
SST '06 Proceedings of the Workshop on Sentiment and Subjectivity in Text
A Novel Visualization Method for Distinction of Web News Sentiment
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
TIARA: a visual exploratory text analytic system
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Twitinfo: aggregating and visualizing microblogs for event exploration
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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Many tools exist for extracting and visualizing key information from a corpus of text documents. However often, one would like to assess the sentiment and feelings that arise from a single document. This paper describes an interactive service that visualizes the sentiment of a specific document. The service enables the user to visualize the sentimental polarity of each paragraph to get a detailed impression; to quickly detect the polarity of emotional words; to identify subjective sentences within the text, and the grade level of language used in each sentence. Participants in an initial qualitative evaluation found the service fast and useful.