Analytical workflow of monitoring human mobility in big event settings using bluetooth

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness, ISA'11

Volumn , Issue , 2011, Pages 51-58

  Stange, Hendrik ^a   Liebig, Thomas ^b   Hecker, Dirk ^a   Andrienko, Gennady ^a   Andrienko, Natalia ^a  

^a FRAUNHOFER IAIS   (Germany)

^b UNIVERSITY OF BONN   (Germany)

Author keywords

Bluetooth; Event Monitoring; Mobility Mining; Visual Analytics

Indexed keywords

ANALYTICAL METHOD; BEHAVIORAL PATTERNS; BLUETOOTH SENSORS; BUSINESS APPLICATIONS; BUSINESS STRATEGY; CONSUMER RESEARCH; EVALUATION METHOD; EVENT MONITORING; HIGH DEMAND; HUMAN MOBILITY; MAJOR EVENTS; MOVEMENT BEHAVIOR; RESEARCH PROCESS; SINGLE EVENT; SOCIAL EVENTS; SPATIO-TEMPORAL COMPLEXITY; TECHNOLOGICAL ADVANCES; VISUAL ANALYTICS;

CUSTOMER SATISFACTION; SALES; VISUALIZATION;

BLUETOOTH;

EID: 84855715042     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2077357.2077368     Document Type: Conference Paper

References (20)

1. G. Andrienko and N. Andrienko. Designing visual analytics methods for massive collections of movement data. Cartographica, 42(2):117-138, 2007. (Pubitemid 47128923)
2. G. Andrienko and N. Andrienko. Extracting patterns of individual movement behaviour from a massive collection of tracked positions. Technical Report TZI Technologie-Zentrum Informatik, 42:1-16, 2007.
3. G. Andrienko, N. Andrienko, P. Bak, S. Kisilevich, and D. Keim. Analysis of community-contributed space- and time-referenced data (example of ickr and panoramio photos). In Proceedings of the IEEE Visual Analytics Science and Technology, pages 213-214. VAST, 2009.
4. G. Andrienko, N. Andrienko, and S. Wrobel. Visual analytics tools for analysis of movement data. ACM SIGKDD Explorations, 9(2):38-46, 2007.
5. N. Andrienko, G. Andrienko, and P. Gatalsky. Supporting visual exploration of object movement. In Proceedings of the Working Conference on Advanced Visual Interfaces AVI, pages 217-220. AVI, May 2000.
6. P. Atteslander. Methoden der empirischen Sozialforschung. de Gruyter, Berlin, New York, 2000.
7. J. Dykes and D. Mountain. Seeking structure in records of spatio-temporal behaviour: visualization issues, efiorts and applications. Computational Statistics and Data Analysis, 43:581-603, 2003. (Pubitemid 36990922)
8. F. Girardin, F. C. F. D. Fioro, and C. Ratti. Digital footprinting: Uncovering tourists with user-generated content. In Pervasive Computing, pages 36-43. IEEE, 2008.
9. J. Hallberg, M. Nilsson, and K. Synnes. Positioning with bluetooth. In Proceedings of the 10th International Conference on Telecommunications, pages 954-958. ICT, 2003.
10. S. Hay and R. Harle. Bluetooth tracking without discoverability. In Proceedings of the 4th International Symposium on Location and Context Awareness. LoCA, 2009.
11. T. Hägerstrand. What about people in regional science? Papers of the Regional Science Association, 24:7-21, 1970.
12. P. Jankowski, N. Andrienko, G. Andrienko, and S. Kisilevich. Discovering landmark preferences and movement patterns from photo postings. Transactions in GIS, 14(6):833-852, 2010.
13. S. Jefiery, G. Alonso, M. Franklin, W. Hong, and J. Widom. Declarative support for sensor data cleaning. In Lecture Notes in Computer Science, pages 83-100, 2006. (Pubitemid 44044753)
14. D. Keim. Scaling visual analytics to very large data sets. WWW, http://infovis.uni-konstanz.de/events/VisAnalyticsWs05/pdf/03DanielKeim.pdf, 2005.
15. S. Leitinger, S. Pavelka, and M. Wimmer. Erfassung von personenströmen mit der bluetooth- trackingtechnologie. In Angewandte Geoinformatik 2010. 22. AGIT-Symposium Salzburg, 2010.
16. D. Phan, L. Xiao, R. Yeh, P. Hanrahan, and T. Winograd. Flow map layout. In Proceedings IEEE Symposium on Information Visualization, pages 219-224. InfoVis, 2005. (Pubitemid 44500059)
17. T. Slocum, R. McMaster, F. Kessler, and H. Howard. Thematic Cartography and Geovisualization. Pearson Prentice Hall, New York, 2009.
18. V. Trommsdorfi. Konsumentenverhalten. Kohlhammer GmbH, Stuttgart, 2003.
19. I. Vasiliev. Mapping time. Cartographica, 34(2):1-51, 1997. (Pubitemid 28424784)
20. M. Versichele, T. Neutens, M. Delafontaine, and N. V. de Weghe. The use of bluetooth for analyzing spatiotemporal dynamics of human movement at mass events: A case study of the ghent festivities. Applied Geography, 32(2):208-220, 2009.