Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces

Mobility diaries of a large number of people are needed for assessing transportation infrastructure and spatial development planning. Acquisition of personal mobility diaries through population surveys is a costly and error-prone endeavour. We examine an alternative approach to obtaining similar inf...

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Bibliographic Details
Published in:	Information visualization Vol. 15; no. 2; pp. 117 - 153
Main Authors:	Andrienko, Natalia, Andrienko, Gennady, Fuchs, Georg, Jankowski, Piotr
Format:	Journal Article
Language:	English
Published:	London, England SAGE Publications 01.04.2016 SAGE PUBLICATIONS, INC
Subjects:	Alternative approaches Analytics Autobiographical literature Case studies Cellular telephones Data visualization Diaries Digital media Electronic devices Feasibility Infrastructure Internet Mobile communication systems Mobile phones Mobility Planning Population Privacy Semantics Shopping Social activities Social media Social networks Spatial ability Telephone calls Temporal patterns Texts Transportation engineering Transportation planning Wireless communications Germany mobility Visual analytics episodic movement data location type classification personal mobility behaviour
ISSN:	1473-8716, 1473-8724
Online Access:	Get full text
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