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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
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
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.
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
Smart Mobility
Giffinger, R., & Pichler-Milanović, N. (2007)
Systematic
Literaure Review
&
Expert Interviews
Data
 Potential and barriers of Social Media
 Potential and barriers of Open Data
Social
Media
Open
Data
Social
Media
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
Fuzzy Cognitive Maps as data driven decision support tools
 Potential & barriers
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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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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