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Challenges of context-aware movement analysis – lessons learned about crucial data requirements and pre-processing


Gschwend, Christian; Laube, Patrick (2012). Challenges of context-aware movement analysis – lessons learned about crucial data requirements and pre-processing. In: Rowlingson, Barry; Whyatt, Duncan. Proceedings of the GIS Research UK 20th Annual Conference, Volume 1 - Presentations. Lancaster: GIS Research UK, 241-246.

Abstract

This paper reports on initial insights gained from a project aimed at the development of methods for context-aware movement analysis. We report on two case studies (animals and pedestrians) where we aimed to relate basic derived movement properties (such as speed, turning angle, sinuosity) to the geographic context embedding this movement. We present our lessons learned with respect to data requirements (granularity, accuracy) and pre-processing (segmenting, map matching).

Abstract

This paper reports on initial insights gained from a project aimed at the development of methods for context-aware movement analysis. We report on two case studies (animals and pedestrians) where we aimed to relate basic derived movement properties (such as speed, turning angle, sinuosity) to the geographic context embedding this movement. We present our lessons learned with respect to data requirements (granularity, accuracy) and pre-processing (segmenting, map matching).

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Additional indexing

Item Type:Book Section, 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 08:58
Last Modified:05 Apr 2016 16:34
Publisher:GIS Research UK
Number:1
ISBN:978-1-86220-294-8
Free access at:Official URL. An embargo period may apply.
Official URL:http://www.lulu.com/shop/barry-rowlingson-and-duncan-whyatt/proceedings-of-the-gis-research-uk-20th-annual-conference-volume-1-presentations/ebook/product-20023453.html

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