Title :
Spatial Analysis of News Sources
Author :
Mehler, A. ; Bao, Y. ; Li, X. ; Wang, Y. ; Skiena, S.
Author_Institution :
Dept. of Comput. Sci., Stony Brook Univ.
Abstract :
People in different places talk about different things. This interest distribution is reflected by the newspaper articles circulated in a particular area. We use data from our large-scale newspaper analysis system (Lydia) to make entity datamaps, a spatial visualization of the interest in a given named entity. Our goal is to identify entities which display regional biases. We develop a model of estimating the frequency of reference of an entity in any given city from the reference frequency centered in surrounding cities, and techniques for evaluating the spatial significance of this distribution
Keywords :
Internet; data visualisation; geographic information systems; information resources; text analysis; GIS; Lydia large-scale newspaper analysis system; Web data visualization; document visualization; entity datamap; geographic data visualization; information analytics; news sources; regional bias display; spatial analysis; spatial visualization; text visualization; Cities and towns; Computer science; Data analysis; Data visualization; Displays; Frequency estimation; Information analysis; Large-scale systems; Natural language processing; World Wide Web; GIS; Geographic Visualization; Information analytics; Newspapers; Spidering; Text and Document Visualization; WWW data visualization;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2006.179