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Urban Emotions

Urban Emotions

Bernd Resch (ORCID: 0000-0002-2233-6926)
  • Grant DOI 10.55776/I3022
  • Funding program Principal Investigator Projects International
  • Status ended
  • Start February 1, 2017
  • End September 30, 2019
  • Funding amount € 187,551
  • Project website

DACH: Österreich - Deutschland - Schweiz

Disciplines

Human Geography, Regional Geography, Regional Planning (100%)

Keywords

    Urban Emotions, People as Sensors, Physiological Sensing, Spatio-temporal Patterns, Crowdsourced Data, Urban Planning

Abstract Final report

Urban Emotions development of methods for production of contextual emotion information in spatial planning with the help of human sensory assessment and crowdsourcing technologies in social networks Urban planning has previously taken place on sketch boards and behind desks. Consequently, citizens as a vital component of urban spaces with their feelings and emotions have only played a minor role in previous research approaches. The development of new technologies, such as mobile communication devices or wearables, enables fundamentally new methods for the creation of knowledge in urban planning. Furthermore, the consideration of the citizens as sensors (human sensory assessment) constitutes a research field which is not yet widely investigated. These sensor data are complemented by user-generated data (Volunteered Geographic Information - VGI) from social networks, and the mutual interactions, which are of high importance. This research proposal aims to capture citizens perceptions and feelings of their environment, and to enrich and correlate them with additional information gained from social networks. This particularly includes aspects like data collection, data analysis, and the potential use in planning processes, as well as the requirements concerning the critical reflection about privacy. This new approach shall allow for uncovering hidden urban patterns and for understanding the city as an organism. Living Labs and Virtual Reality environments, addressing the topics of accessibility, bike mobility and perception of space, help to integrate these efforts in a daily life set-up.

City components such as buildings, transport infrastructure or parks, but also human activities and interactions trigger different human emotions as a person's response to such urban context. The integration of such human urban emotions gives urban planners information about the emotional perceptions of city users promoting a human-centred urban planning process. The goal of the Urban Emotions project is the analysis of human sensor data and social network data to extract emotions and to further develop an innovative methodology in the domain of urban and regional planning. Human sensor data are coming from measurements of wearable physiological sensors that pedestrians or cyclists are carrying while they are moving around the city combined with smartphones and cameras. The extracted emotions are assigned to a specific point in the city through GPS enabling to identify stressful areas and areas of relaxation. Video analysis enables to find out the real-world events that trigger stress such as traffic congestion, construction areas and tourist attractions. Social media data are derived from users of social networks (Twitter, Instagram, Flickr, etc.) who share voluntarily details of their everyday lives and experiences. The methodology also includes the comparison of the extracted data from these sources and also considers data privacy. The results of the Urban Emotions project provide insights into the spatial and temporal properties of urban spaces and their influence on citizens. The analysis and the interpretation of emotions contribute to a better understanding of how people perceive and react to their environment (traffic volume, noise, safety and urban green areas). This is demonstrated through a showcase in the cities of Heidelberg, Kaiserslautern and Boston (USA). Thus, urban planners are able to validate the existing planning measures and receive recommendations for further amendments.

Research institution(s)
  • Universität Salzburg - 100%
International project participants
  • Peter Zeile, Karlsruhe Institute of Technology - Germany
  • Wendy Guan, Harvard University - USA
  • Sarah Williams, University of Massachusetts - USA

Research Output

  • 846 Citations
  • 32 Publications
  • 1 Spinouts
  • 6 Disseminations
  • 2 Scientific Awards
  • 4 Fundings
Publications
  • 2025
    Title Understanding the influence of urban characteristics on cyclists’ stress measured through wearable sensors: A quantitative open data approach
    DOI 10.1177/23998083251394426
    Type Journal Article
    Author Moser M
    Journal Environment and Planning B: Urban Analytics and City Science
    Link Publication
  • 2018
    Title Beyond Spatial Proximity—Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data
    DOI 10.3390/ijgi7090378
    Type Journal Article
    Author Kovacs-Györi A
    Journal ISPRS International Journal of Geo-Information
    Pages 378
    Link Publication
  • 2018
    Title Privacy Threats and Protection Recommendations for the Use of Geosocial Network Data in Research
    DOI 10.3390/socsci7100191
    Type Journal Article
    Author Kounadi O
    Journal Social Sciences
    Pages 191
    Link Publication
  • 2018
    Title The Influence of Noise, Vibration, Cycle Paths, and Period of Day on Stress Experienced by Cyclists
    DOI 10.3390/su10072379
    Type Journal Article
    Author Nuñez J
    Journal Sustainability
    Pages 2379
    Link Publication
  • 2018
    Title Emotionen für intelligente Städte: Die Urban Emotions Initiative als Beitrag zur digitalen Partizipation
    Type Journal Article
    Author Resch B
    Journal Transforming Cities: Die intelligente Stadt
    Pages 49-53
    Link Publication
  • 2017
    Title A statistical test on the local effects of spatially structured variance
    DOI 10.1080/13658816.2017.1402914
    Type Journal Article
    Author Westerholt R
    Journal International Journal of Geographical Information Science
    Pages 571-600
    Link Publication
  • 2017
    Title Nutzergenerierte Daten für Entscheidungsunterstützung in naher Echtzeit
    Type Journal Article
    Author Resch B
    Journal Geoinformationssysteme
    Pages 90-98
    Link Publication
  • 2017
    Title Integrating Geographic Information into Survey Research: Current Applications, Challenges and Future Avenues.
    Type Journal Article
    Author Bluemke M
    Journal Survey Research Methods
    Pages 307-327
    Link Publication
  • 2018
    Title Estimating the Spatial Distribution of Crime Events around a Football Stadium from Georeferenced Tweets
    DOI 10.3390/ijgi7020043
    Type Journal Article
    Author Ristea A
    Journal ISPRS International Journal of Geo-Information
    Pages 43
    Link Publication
  • 2018
    Title A Geoprivacy by Design Guideline for Research Campaigns That Use Participatory Sensing Data
    DOI 10.1177/1556264618759877
    Type Journal Article
    Author Kounadi O
    Journal Journal of Empirical Research on Human Research Ethics
    Pages 203-222
    Link Publication
  • 2018
    Title #London2012: Towards Citizen-Contributed Urban Planning Through Sentiment Analysis of Twitter Data
    DOI 10.17645/up.v3i1.1287
    Type Journal Article
    Author Kovacs-Gyori A
    Journal Urban Planning
    Pages 75-99
    Link Publication
  • 2018
    Title Investigating the Emotional Responses of Individuals to Urban Green Space Using Twitter Data: A Critical Comparison of Three Different Methods of Sentiment Analysis
    DOI 10.17645/up.v3i1.1231
    Type Journal Article
    Author Roberts H
    Journal Urban Planning
    Pages 21-33
    Link Publication
  • 2018
    Title Performing Social Media: Artistic Approaches to Analyzing Big Data
    DOI 10.1080/2373566x.2018.1543552
    Type Journal Article
    Author Osborne T
    Journal GeoHumanities
    Pages 282-294
  • 2018
    Title Public Perception of Climate Change in Alaska: A Case Study of Opinion-Mining using Twitter
    DOI 10.1553/giscience2018_01_s47
    Type Journal Article
    Author Bergstedt H
    Journal GI_Forum
    Pages 47-64
    Link Publication
  • 2018
    Title Combining Biosensing Technology and Virtual Environments for Improved Urban Planning
    DOI 10.1553/giscience2018_01_s344
    Type Journal Article
    Author Zeile P
    Journal GI_Forum
    Pages 344-357
    Link Publication
  • 2024
    Title An Explainable Deep Learning Approach for Stress Detection in Wearable Sensor Measurements
    DOI 10.3390/s24165085
    Type Journal Article
    Author Moser M
    Journal Sensors
    Pages 5085
    Link Publication
  • 2021
    Title Applying Spatial Video Geonarratives and Physiological Measurements to Explore Perceived Safety in Baton Rouge, Louisiana
    DOI 10.3390/ijerph18031284
    Type Journal Article
    Author Ristea A
    Journal International Journal of Environmental Research and Public Health
    Pages 1284
    Link Publication
  • 2019
    Title Assessing and Representing Livability through the Analysis of Residential Preference
    DOI 10.3390/su11184934
    Type Journal Article
    Author Kovacs-Györi A
    Journal Sustainability
    Pages 4934
    Link Publication
  • 2019
    Title Detecting Moments of Stress from Measurements of Wearable Physiological Sensors
    DOI 10.3390/s19173805
    Type Journal Article
    Author Kyriakou K
    Journal Sensors
    Pages 3805
    Link Publication
  • 2022
    Title A Conditional GAN for Generating Time Series Data for Stress Detection in Wearable Physiological Sensor Data
    DOI 10.3390/s22165969
    Type Journal Article
    Author Ehrhart M
    Journal Sensors
    Pages 5969
    Link Publication
  • 2022
    Title An eDiary App Approach for Collecting Physiological Sensor Data from Wearables together with Subjective Observations and Emotions
    DOI 10.3390/s22166120
    Type Journal Article
    Author Petutschnig A
    Journal Sensors
    Pages 6120
    Link Publication
  • 2019
    Title Evaluating Urban Bicycle Infrastructures through Intersubjectivity of Stress Sensations Derived from Physiological Measurements
    DOI 10.3390/ijgi8060265
    Type Journal Article
    Author Werner C
    Journal ISPRS International Journal of Geo-Information
    Pages 265
    Link Publication
  • 2019
    Title Composition of place: towards a compositional view of functional space
    DOI 10.1080/15230406.2019.1598894
    Type Journal Article
    Author Papadakis E
    Journal Cartography and Geographic Information Science
    Pages 28-45
    Link Publication
  • 2019
    Title Defining and assessing walkability: a concept for an integrated approach using surveys, biosensors and geospatial analysis
    DOI 10.2478/udi-2019-0008
    Type Journal Article
    Author Dörrzapf L
    Journal Urban Development Issues
    Pages 5-15
  • 2019
    Title Human-Centric Data Science for Urban Studies
    DOI 10.3390/ijgi8120584
    Type Journal Article
    Author Resch B
    Journal ISPRS International Journal of Geo-Information
    Pages 584
    Link Publication
  • 2019
    Title Wearables and the Quantified Self: Systematic Benchmarking of Physiological Sensors
    DOI 10.3390/s19204448
    Type Journal Article
    Author Sagl G
    Journal Sensors
    Pages 4448
    Link Publication
  • 2019
    Title Spatial Analysis of Moments of Stress Derived from Wearable Sensor Data
    DOI 10.5194/ica-adv-2-9-2019
    Type Journal Article
    Author Kyriakou K
    Journal Advances in Cartography and GIScience of the ICA
    Pages 9
    Link Publication
  • 2020
    Title Urban Emotion Sensing Beyond ‘Affective Capture’: Advancing Critical Interdisciplinary Methods
    DOI 10.3390/ijerph17239003
    Type Journal Article
    Author Pykett J
    Journal International Journal of Environmental Research and Public Health
    Pages 9003
    Link Publication
  • 2020
    Title An Interdisciplinary Mixed-Methods Approach to Analyzing Urban Spaces: The Case of Urban Walkability and Bikeability
    DOI 10.3390/ijerph17196994
    Type Journal Article
    Author Resch B
    Journal International Journal of Environmental Research and Public Health
    Pages 6994
    Link Publication
  • 2020
    Title From Urban Stress to Neurourbanism: How Should We Research City Well-Being?
    DOI 10.1080/24694452.2020.1736982
    Type Journal Article
    Author Pykett J
    Journal Annals of the American Association of Geographers
    Pages 1936-1951
    Link Publication
  • 2021
    Title #AllforJan: How Twitter Users in Europe Reacted to the Murder of Ján Kuciak—Revealing Spatiotemporal Patterns through Sentiment Analysis and Topic Modeling
    DOI 10.3390/ijgi10090585
    Type Journal Article
    Author Kovács T
    Journal ISPRS International Journal of Geo-Information
    Pages 585
    Link Publication
  • 2023
    Title An Individual-Oriented Algorithm for Stress Detection in Wearable Sensor Measurements
    DOI 10.1109/jsen.2023.3304422
    Type Journal Article
    Author Moser M
    Journal IEEE Sensors Journal
    Pages 22845-22856
    Link Publication
Spinouts
  • 2015 Link
    Title Spatial Services GmbH
    Link Link
Disseminations
  • 2019 Link
    Title Interview for national news at ORF Salzburg
    Type A press release, press conference or response to a media enquiry/interview
    Link Link
  • 2018 Link
    Title "Urban Geoinformatics" Workshop at GI_Forum
    Type Participation in an activity, workshop or similar
    Link Link
  • 2019 Link
    Title SWR2 WISSEN contribution to Urban Emotions project
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
    Link Link
  • 2018 Link
    Title Article in online magazine dedicated to mobility (Fachwissen für die Mobilität von morgen).
    Type A magazine, newsletter or online publication
    Link Link
  • 2018 Link
    Title Article in a portal for Geoinformatics, Geo-IT and Geodesy.
    Type Engagement focused website, blog or social media channel
    Link Link
  • 2018 Link
    Title Article in online magazine for architects, planners and engineers (www.detail.de).
    Type A magazine, newsletter or online publication
    Link Link
Scientific Awards
  • 2018
    Title VCÖ Mobility Award
    Type Research prize
    Level of Recognition National (any country)
  • 2018
    Title Student of the Year
    Type Research prize
    Level of Recognition Regional (any country)
Fundings
  • 2018
    Title WALK & FEEL
    Type Research grant (including intramural programme)
    Start of Funding 2018
    Funder Austrian Research Promotion Agency
  • 2020
    Title POSITIM
    Type Research grant (including intramural programme)
    Start of Funding 2020
    Funder Austrian Research Promotion Agency
  • 2019
    Title SINUS
    Type Research grant (including intramural programme)
    Start of Funding 2019
    Funder Austrian Research Promotion Agency
  • 2022
    Title ESSEM - Emotion Sensing for (E-)Bike and Mobility Comfort - ESSEM
    Type Research grant (including intramural programme)
    Start of Funding 2022
    Funder Bundesministerium für Digitales und Verkehr

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(Entrance Wiesingerstraße 4)
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office(at)fwf.ac.at
+43 1 505 67 40

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