Analysis of emotional perception of urban spaces and “Smart city” development
Abstract
The article considers an analysis of the emotional perception of the urban environment as one of the tasks in building a “smart city” focused on citizens. The article discusses the theoretical foundations for analyzing the emotions of citizens as an indicator of the quality of the urban environment. Digital participatory mapping of emotions is described as an appropriate method to collect emotional assessments of urban areas from citizens and the author's web service for such mapping Imprecity is depicted. An analysis of the emotional perception of St. Petersburg is presented on the basis of 2142 emotional tags localized in 700 urban places received from users of the web service in 2018-2019. Emotional ratings of urban places show that open green recreational areas and pedestrian streets are “hotbeds of joy,” while areas of anger are concentrated in areas of massive new housing developments with no amenities, crossroads with heavy traffic difficult for pedestrians to cross, and poorly maintained small river banks. As a result, it is shown hown priorities for urban development can be set based on the analysis of emotions. Means of digital participatory mapping and analysis of crowdsourced georeferenced data on the subjective perception of the city are presented as an extension of the arsenal of methods for implementing a “smart city”.
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DOI: 10.25559/INJOIT.2307-8162.08.202011.128-136
Urban space quality index. – URL: https://xn----dtbcccdtsypabxk.xn--p1ai/#/
Zimmel, G. Metropolis and Mental Life. / Levinson K.M. , trans. Moscow: Strelka Press, 1903/2018.
Lefebvre, A. The Production of Space. / Staf I.K., trans. Moscow: Strelka Press, 1974/2015.
Debord, G. Psychogeography. / Sokolinskaya A.M., trans. Moscow: Garage, Ad Marginem, 2017.
De Certau, M. Walking in the City. / Kosmarskiy A., trans. Sociological Review, 1990/2008. Vol. 7 Issue 2. pp. 24-38.
Auge, M. Non-Places: An Introduction to Supermodernity. / Konnov A.Y., trans. Moscow: New Literature Review, 1992/2017.
Egenhofer, M.J., Mark, D.M. Modelling conceptual neighbourhoods of topological line-region relations. International Journal of Geographical Information Systems, 1994. Vol. 9 Issue 5. pp. 555-565.
Craig, W. J. and Elwood, S. How and Why Community Groups Use Maps and Geographic Information. Cartography and Geographic Information Science, 1998. Vol. 25 Issue 2. pp. 95-104.
Goodchild, M. F. Two decades on: Critical GIScience since 1993. The Canadian Geographer, 2014. Vol. 59 Issue 1. pp. 3-11.
Brown, G. and Kyttä, M. Key issues and research priorities for public participation GIS (PPGIS): A synthesis based on empirical research. Applied Geography, 2014. Vol. 46. pp.122-136.
Lynch, K.A. The Image of the City. / Glazychev V.L., trans. Moscow: Stroyizdat, 1982.
Whyte, W.H. The Social Life of Small Public Spaces. New York: Project for Public Spaces Inc., 1980.
Jacobs, J. The Death and Life of Great American Cities. / Motylev L., trans. Moscow: New Publishing House, 2011.
Speck, J. Walkable City. / Samoshkina V., trans. Moscow: Art XXI Century. 2015.
Montgomery, C. Happy City. / Constantinova Y.M., trans. Moscow: Mann, Ivanov, & Ferber, 2019.
Gehl, J. Cities for People. / Toktonov A., trans. Moscow: Alpina Publisher, 2012.
Ellard C. Places of the Heart: The Psychogeography of Everyday Life. / Vasilyeva A., Koryukina E., trans. Moscow: Alpina Publisher, 2016.
Kahila-Tani, M., Broberg, A., Kyttä, M. and Tyger, T. (2015) Let the Citizens Map-Public Participation GIS as a Planning Support System in the Helsinki Master Plan Process. Planning Practice and Research. 2015. Vol. 31 Issue 2. pp. 195-214.
Pánek, J., Hrubeš, M., Kubásek, M., Valůch, J., & Zahumenská, V. GeoParticipace - how to use spatial tools in deciding the locations in which we live? Olomouc: Palacky University. 2014.
Pánek, J., Pászto, V. and Marek, L. Mapping emotions: spatial distribution of safety perception in the city of Olomouc. In: Ivan, I., Singleton, A., Horák, J. and Inspektor, T. (eds.) Lecture Notes in Geoinformation and Cartography: GIS Ostrava 2016 – The Rise of Big Spatial Data. Ostrava, Czech Republic: Springer. 2016.
Pödör, A. Measuring citizens fear of crime of using a web application – A case study. GI_Forum. 2016. Vol.2 pp. 123-133.
Quercia D., Schifanella R., Aiello L. M. The shortest path to happiness: recommending beautiful, quiet, and happy routes in the city. In Proceedings of the 25th ACM conference on Hypertext and social media (HT '14). ACM, New York, NY, USA. 2014. pp. 116-125.
Quercia, D., & Saez, D. Mining urban deprivation from Foursquare: Implicit crowdsourcing of city land use // IEEE Pervasive Computing. 2014. Vol. 13. Issue 2. pp. 30–36.
Nenko A., Petrova M. Emotional Geography of St. Petersburg: Detecting Emotional Perception of the City Space. In: Alexandrov D., Boukhanovsky A., Chugunov A., Kabanov Y., Koltsova O. (eds) Digital Transformation and Global Society. DTGS 2018. Communications in Computer and Information Science. Springer, Cham. 2018. Vol 859. pp. 95-110. DOI: https://doi.org/10.1007/978-3-030-02846-6_8
Titov, I., McDonald, R.: A joint model of text and aspect ratings for sentiment summarization. In: Proceedings of the Association for Computational Linguistics and Human Language Technology Conference. Columbus. 2008.
Davidov, D., Tsur, O., Rappoport, A.: Enhanced Sentiment Learning Using Twitter Hashtags and Smileys In: Coling. Poster Volume. 2010. pp. 241–249.
Tifentale, A., Manovich, L.: Selfiecity: Exploring Photography and Self-Fashioning in Social Media. In: Postdigital Aesthetics: Art, Computation and Design. Palgrave Macmillan, London. 2015. pp.109-122.
Nenko A., Petrova M. Comparing PPGIS and LBSN Data to Measure Emotional Perception of the City. In: Alexandrov D., Boukhanovsky A., Chugunov A., Kabanov Y., Koltsova O., Musabirov I. (eds) Digital Transformation and Global Society. DTGS 2019. Communications in Computer and Information Science. Springer, Cham. 2019. Vol 1038, pp. 223-234. https://doi.org/10.1007/978-3-030-37858-5_18
Ekman P. An argument for basic emotions. Cognition and Emotion. 1992. Vol. 6 Issue 3-4. pp. 169-200
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