Using fuzzy cognitive maps as decision support tool for smart cities goraczek
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Transcript of Using fuzzy cognitive maps as decision support tool for smart cities goraczek
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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
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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
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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.
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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 onFCMs
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Smart Mobility
Giffinger, R., & Pichler-Milanović, N. (2007)
Systematic Literaure Review
&Expert Interviews
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Data
Potential and barriers of Social Media
Potential and barriers of Open Data
Social Media
Open Data
Social Media
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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
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Fuzzy Cognitive Maps as data driven decision support tools Potential & barriers
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Contact
Danube University KremsMalgorzata GoraczekE-Mail: [email protected]
Find our project on JPI Urban Europe: http://jpi-urbaneurope.eu/smartgov/