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2015 | OriginalPaper | Buchkapitel

Urban Emotions—Geo-Semantic Emotion Extraction from Technical Sensors, Human Sensors and Crowdsourced Data

verfasst von : Bernd Resch, Anja Summa, Günther Sagl, Peter Zeile, Jan-Philipp Exner

Erschienen in: Progress in Location-Based Services 2014

Verlag: Springer International Publishing

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Abstract

How people in the city perceive their surroundings depends on a variety of dynamic and static context factors such as road traffic, the feeling of safety, urban architecture, etc. Such subjective and context-dependent perceptions can trigger different emotions, which enable additional insights into the spatial and temporal configuration of urban structures. This paper presents the Urban Emotions concept that proposes a human-centred approach for extracting contextual emotional information from human and technical sensors. The methodology proposed in this paper consists of four steps: (1) detecting emotions using wristband sensors, (2) “ground-truthing” these measurements using a People as Sensors location-based service, (3) extracting emotion information from crowdsourced data like Twitter, and (4) correlating the measured and extracted emotions. Finally, the emotion information is mapped and fed back into urban planning for decision support and for evaluating ongoing planning processes.

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Titel: Urban Emotions—Geo-Semantic Emotion Extraction from Technical Sensors, Human Sensors and Crowdsourced Data
verfasst von: Bernd Resch
Anja Summa
Günther Sagl
Peter Zeile
Jan-Philipp Exner
Verlag: Springer International Publishing
Buch: Progress in Location-Based Services 2014
Print ISBN: 978-3-319-11878-9

Electronic ISBN: 978-3-319-11879-6

Copyright-Jahr: 2015
DOI: https://doi.org/10.1007/978-3-319-11879-6_14

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