Privacy issues in geospatial visual analytics

Lecture Notes in Geoinformation and Cartography

Volumn 0, Issue , 2012, Pages 239-246

  Andrienko, Gennady ^a   Andrienko, Natalia ^a  

^a UNIVERSITY OF BONN   (Germany)

Author keywords

Mobility; Privacy; Visual analytics

Indexed keywords

COMPUTATIONAL METHODS; DATA PRIVACY; DATA VISUALIZATION; VISUALIZATION;

COMPUTATIONAL ANALYSIS; COMPUTATIONAL TECHNIQUE; GEOSPATIAL VISUAL ANALYTICS; INTERACTIVE TECHNIQUES; MOBILITY; PERSONAL PRIVACY; PRIVACY; PRIVACY ISSUE; VISUAL ANALYTICS; VISUAL TECHNIQUES;

DATA MINING;

EID: 85031501868     PISSN: 18632246     EISSN: 18632351     Source Type: Book Series    
DOI: 10.1007/978-3-642-24198-7_16     Document Type: Conference Paper

References (15)

1. Andrienko, G., Andrienko, N., and Heurich, M. An event-based conceptual model for context-aware movement analysis. International Journal of Geographical Information Science, 2011, in press
2. Andrienko, G., Andrienko, N., Giannotti, F., Monreale, A., and Pedreschi, D. Movement Data Anonymity through Generalization. SPRINGL 2009 - Proceedings of 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, November 3, 2009, Seattle, WA, USA; http://doi.acm.org/10.1145/1667502.1667510
3. Andrienko, G., Andrienko, N., and Wrobel, S. Visual Analytics Tools for Analysis of Movement Data, ACM SIGKDD Explorations, 9 (2), 2007, pp.38-46
4. Andrienko, N., and Andrienko, G. Spatial generalization and aggregation of massive movement data. IEEE Transactions on Visualization and Computer Graphics, 2011, 17(2), pp.205-219
5. Armstrong, M.P. Geographic Information Technologies and Their Potentially Erosive Effects on Personal Privacy, Studies in the Social Sciences, 27(1), 2002, pp. 19-28
6. Armstrong, M.P., and Ruggles, A.J. Geographic Information Technologies and Personal Privacy, Cartographica, 40(4), 2005, pp. 63-73
7. Cho, G. GIS, Personal Privacy and the Law. Wilson, J.P., and Fotheringham, A.S. (eds). Handbook of Geographic Information Science, Oxford: Blackwell Publishing, 2008, pp. 519-539.
8. Dodge, S., Weibel, R., and Lautenschütz, A.-K. Towards a taxonomy of movement patterns, Information Visualization, 7(3-4), 2008, pp. 240-252.
9. Duckham, M., Kulik, L., and Birtley, A. A spatiotemporal model of obfuscation strategies and counter strategies for location privacy. In Raubal, M., Miller, H., Frank, A., and Goodchild, M. (eds), Lecture Notes in Computer Science 4197, Springer, 2006, pp. 47-64.
10. Giannotti, F., and Pedreschi, D., eds. Mobility, Data Mining and Privacy - Geographic Knowledge discovery. Springer, Berlin, 2007.
11. Gutmann, M.P., and Stern, P.C., eds. Putting People on the Map: Protecting Confidentiality with Linked Social-Spatial Data, Panel on Confidentiality Issues Arising from the Integration of Remotely Sensed and Self-Identifying Data, National Research Council, National Academies Press, Washington, DC, USA, 2007
12. Kwan, M.-P., Casas, I., and Schmitz, B.C. Protection of Geoprivacy and Accuracy of Spatial Information: How Effective Are Geographical Masks?, Cartographica, 39(2), 2004, pp. 15-28
13. Maciejewski, R., Rudolph, S., Hafen, R., Abusalah, A., Yakout, M., Ouzzani, M., Cleveland, W.S., Grannis, S.J., Wade, M. and Ebert, D.S. Understanding Syndromic Hotspots - A Visual Analytics Approach. IEEE Symposium on Visual Analytics Science and Technology VAST 2008, Columbus, OH, pp. 35-42.
14. Monreale, A., Andrienko, G., Andrienko, N., Giannotti, F., Pedreschi, D., Rinzivillo, S., and Wrobel, S. Movement Data Anonymity through Generalization, Transactions on Data Privacy, 3(3), 2010, pp. 91-121
15. Weaver, S.D., and Gahegan, M. Constructing, visualizing, and analyzing a digital footprint. Geographical Review 97, 2007, pp. 324-350.