Using fuzzy cognitive maps as decision support tool for smart cities goraczek
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The document discusses using fuzzy cognitive maps (FCMs) as decision support tools for smart cities, specifically for smart mobility applications. It aims to simulate urban mobility decision-making processes based on an ongoing research project involving several pilot cities. Key aspects discussed include identifying smart city concepts, exploiting social media and open data to inform policy scenarios, and creating theory-driven and data-driven decision support tools like FCMs. The research outputs will evaluate the potential and barriers of using social media, open data, and FCMs to support evidence-based decision making in smart cities.
Using fuzzy cognitive maps as decision support tool for smart cities goraczek
- 1. Using Fuzzy Cognitive Maps as Decision Support Tool for Smart Cities Application in Smart Mobility Malgorzata Zofia Goraczek*, Gabriela Viale Pereira*, Enzo Falco**, Reinout Kleinhans**, Peter Parycek* *Danube University Krems, Austria **Delft University of Technology, Netherlands
- 2. Aim of the project paper Research Question: How Fuzzy Cognitive Maps can be applied to simulate decision making processes of urban mobility in the context of Smart Cities - based on the ongoing research project “SmartGov” and the use cases of its pilot cities
- 3. Acknowledgement - Create smart tools for urban transport systems. - Use of data to better understand city dynamics. - Support participation and engagement by all stakeholders in Smart Cities.
- 4. What we do! • Identifying concepts of Smart Cities • Exploiting potential of social media feedback and open data • Creating theory and data driven decision support tools Policy scenarios in Smart Cities Collecting and analyzing data Applying on FCMs
- 5. Smart Mobility Giffinger, R., & Pichler-Milanović, N. (2007) Systematic Literaure Review & Expert Interviews
- 6. Data Potential and barriers of Social Media Potential and barriers of Open Data Social Media Open Data Social Media
- 7. Data driven decision making Decision scenarios from perspective of theories and data Decision support tool - Fuzzy Cognitive Maps Social Media City Open Data Research Outputs
- 8. Fuzzy Cognitive Maps as data driven decision support tools Potential & barriers
- 9. Contact Danube University Krems Malgorzata Goraczek E-Mail: malgorzata.goraczek@donau-uni.ac.at Find our project on JPI Urban Europe: http://jpi-urbaneurope.eu/smartgov/
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