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Detecting reaction movement patterns in trajectory data


Merki, Michael; Laube, Patrick (2012). Detecting reaction movement patterns in trajectory data. In: Gensel, Jérôme; Josselin, Didier; Vandenbroucke, Danny. Multidisciplinary Research on Geographical Information in Europe and Beyond. Proceedings of the AGILE'2012 International Conference on Geographic Information Science, Avignon, April, 24-27, 2012. Avignon: Association of Geographic Information Laboratories for Europe (AGILE), 169-174.

Abstract

Movement patterns structure large trajectory data sets and allow a better understanding of the dynamics amongst moving objects. This paper proposes patterns that model the reaction behavior between two individuals of different types of moving objects, as in predator- prey or female-male behavior patterns. Inspired by behavioral ecology, reaction movement patterns for pursuit and escape, avoidance, and confrontation are conceptualized, formalized, and algorithmically detected. The approach is evaluated through a set of numerical experiments with simulated and observed trajectory data.

Abstract

Movement patterns structure large trajectory data sets and allow a better understanding of the dynamics amongst moving objects. This paper proposes patterns that model the reaction behavior between two individuals of different types of moving objects, as in predator- prey or female-male behavior patterns. Inspired by behavioral ecology, reaction movement patterns for pursuit and escape, avoidance, and confrontation are conceptualized, formalized, and algorithmically detected. The approach is evaluated through a set of numerical experiments with simulated and observed trajectory data.

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Additional indexing

Item Type:Book Section, not refereed, original work
Communities & Collections:07 Faculty of Science > Institute of Geography
Dewey Decimal Classification:910 Geography & travel
Language:English
Date:2012
Deposited On:21 Feb 2013 11:02
Last Modified:07 Dec 2017 20:08
Publisher:Association of Geographic Information Laboratories for Europe (AGILE)
ISBN:978-90-816960-0-5
Free access at:Official URL. An embargo period may apply.
Official URL:http://agile.gis.geo.tu-dresden.de/web/Conference_Paper/CDs/AGILE%202012/proceedings/papers/Paper_Merki_Detecting_reaction_movement_patterns_in_trajectory_data_2012.pdf

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