loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
Spatial Analysis of News Sources
September-October 2006 (vol. 12 no. 5)
pp. 765-772
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.

[1] H. Bao, J. Bielak, O. Ghattas, L. F. Kallivokas, D. R. O'Hallaron, J. R. Shewchuk, and J. Xu, Large-scale simulation of elastic wave propagation in heterogeneous media on parallel computers. Computer Methods in Applied Mechanics and Engineering, 1998.
[2] C. Brewer, Designing Better Maps. ESRI Press, 2005.
[3] A. S. Frotheringham, C. Brunsdon, and M. Charlton, Quantitative Geography. Sage Publications, 2000.
[4] M. Fuentes, Spatial interpolation of environmental processes. Spatial Statistics Through Applications, 2002.
[5] K.M. Hansen, Head-banging: robust smoothing in the plane. IEEE Transactions on Geoscience and Remote Sensing, 29: 369–378, 1991.
[6] K. Hemenway and T. Calishain, Spidering Hacks. O'Reilly and Associates, Sebastopol CA, 2003.
[7] R. Karp and M. Rabin, Efficient randomized pattern-matching algorithms. IBM J. Research and Development, 31: 249–260, 1987.
[8] J.H. Kil, L. Lloyd, and S. Skiena, Question answering with lydia. The Fourteenth Text Retrieval Conference Proceedings (TREC 2005), November15–18 2005.
[9] L. Lloyd, P. Kaulgud, and S. Skiena, News vs. blogs: Who gets the scoop. AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs, March27–29 2006.
[10] L. Lloyd, D. Kechiagas, and S. Skiena, Lydia: A system for large-scale news analysis. 12th International Conference, SPIRE 2005, Lecture Notes in Computer Science, 377: 161–166, 2005.
[11] H. Miller and J. Han, Geographic Data Mining & Knowledge Discovery. CRC, 2001.
[12] A. Mitchell, GIS Analysis Volume 2: Spatial Measurements & Statistics. ESRI Press, 2005.
[13] M. Munigole, L. Pickle, and K. Simonson, Application of a weighted head-banging algorithm to mortality data maps. Statistics in Medicine, 18: 3201–3209, 1999.
[14] S. Schleimer, D. Wilkerson, and A. Aiken, Winnowing: Local algorithms for document fingerprinting. In 22th ACM SIGMOD International Conference on Management of Data / Principles of Database Systems, pages 76–85, San Die Diego, California, USA, 2003.
[15] J.R. Shewchuk, Delaunay refinement mesh generation, 1997.
[16] T.A. Slocum, R.B. McMaster, F.C. Kessler, and H. Howard, Thematic Cartography and Geographic Visualization. Pearson Prentice Hall, 1999.
[17] M. L. Stein, Interpolation of Spatial Data. Springer, 1999.
[18] E. R. Tufte, The Visual Display of Quantitative Information. Graphics Press, 1983.
[19] K. Yu and J. Mateu, Nonparametric nearest-neighbor variogram estimation. Springer, 1999.

Index Terms:
GIS, Geographic Visualization, Text and Document Visualization, Information analytics, WWW data visualization, Spidering, Newspapers
Citation:
Andrew Mehler, Yunfan Bao, Xin Li, Yue Wang, Steven Skiena, "Spatial Analysis of News Sources," IEEE Transactions on Visualization and Computer Graphics, vol. 12, no. 5, pp. 765-772, Sept. 2006, doi:10.1109/TVCG.2006.179
Usage of this product signifies your acceptance of the Terms of Use.