Modelo conceptual de la estrategia de ciudades con IA

Aplicación para cuatro ciudades: Nueva York, Buenos Aires, Barcelona y Madrid

Autores/as

DOI:

https://doi.org/10.62161/sauc.v11.6026

Palabras clave:

Innovación, Inteligencia artificial, Gobernanza, Modelos conceptuales, Tecnologías urbanas, Enfoques integrados

Resumen

Este artículo desarrolla y aplica un modelo conceptual sistémico para analizar cómo las ciudades integran la inteligencia artificial (IA) en la gobernanza urbana mediante estrategias de IA. El modelo conceptual interrelaciona tres componentes básicos —las partes interesadas, los sistemas urbanos (espaciales, tecnológicos y basados en servicios) y los objetivos estratégicos— con el fin de interpretar las estrategias de IA en Nueva York, Buenos Aires, Madrid y Barcelona. El modelo permite realizar análisis comparativos y respalda el diseño de estrategias de IA adaptables, inclusivas y sostenibles. Al sintetizar diversas experiencias urbanas, el estudio propone un marco flexible para orientar de manera integrada las futuras iniciativas de transformación urbana impulsadas por la IA, abriendo nuevas vías para comprender su relación con otros aspectos de la ciudad.

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Citas

Ajuntament de Barcelona. (2021). Mesura de Govern de l’estratègia municipal d’algoritmes i dades per a l’impuls ètic de la intel·ligència artificial. Ajuntament de Barcelona. https://ajuntament.barcelona.cat/premsa/wp-content/uploads/2021/04/Mesura-de-Govern-Intel-ligencia-artificial_cat-v2.47-ca-ES_.pdf

Allam, Z., Bibri, S. E., Jones, D. S., Chabaud, D., & Moreno, C. (2022). Unpacking the "15-Minute City" via 6G, IoT, and Digital Twins: Towards a New Narrative for Increasing Urban Efficiency, Resilience, and Sustainability. Sensors, 22(4), 1369. https://doi.org/10.3390/s22041369

Angelidou, M. (2014). Smart city policies: A spatial approach. Cities, 41, S3–S11. https://doi.org/10.1016/j.cities.2014.06.007

Ayuntamiento de Madrid. (n.d.). Sueña Madrid. Estrategia Urbana 360. Sueña Madrid. https://www.xn--sueamadrid-v9a.es/

Ayuntamiento de Madrid. (2024a). Artificial Intelligence Roadmap. Ayuntamiento de Madrid. https://www.madrid.es/UnidadesDescentralizadas/OficinaDigital/DigitalOffice/files/ActionPlansPDFs/ArtificialIntelligenceRoadmap.pdf

Ayuntamiento de Madrid. (2024b). Estrategia de Inteligencia Artificial de la Ciudad de Madrid. SCWEC 2024, Barcelona. https://scewc.madrid.es/html5Upload/server/php/files/ppt/2an05-presentacionscewc2024-estrategiaiamadrid.pdf

Batty, M. (2005). Cities and Complexity. Understanding Cities with Cellular Automata AgentBased Models and Fractals. The MIT Press.

Caprotti, F., Cugurullo, F., Cook, M., Karvonen, A., Marvin, S., McGuirk, P., & Valdez, A.-M. (2024). Why does urban Artificial Intelligence (AI) matter for urban studies? Developing research directions in urban AI research. Urban Geography, 45(5). https://doi.org/10.1080/02723638.2024.2329401

Castells, M. (2004). Space of Flows, Space of Places: Materials for a Theory of Urbanism in the Information Age. En S. Bishwapriya (Ed.) The Cybercities Reader (pp. 82–93). https://doi.org/10.4324/9780203826508

Castelnovo, W., Misuraca, G., & Savoldelli, A. (2015). Smart Cities Governance: The Need for a Holistic Approach to Assessing Urban Participatory Policy Making. Social Science Computer Review, 34(6). https://doi.org/10.1177/0894439315611103

Chourabi, H., Nam, T., Walker, S., Gil-Garcia, J. R., Mellouli, S., Nahon, K., Pardo, T. A., & Scholl, H. J. (2012). Understanding Smart Cities: An Integrative Framework. 2012 45th Hawaii International Conference on System Sciences, 2289–2297. https://doi.org/10.1109/HICSS.2012.615

Cugurullo, F., & Xu, Y. (2025). When AIs become oracles: Generative artificial intelligence, anticipatory urban governance, and the future of cities. Policy and Society, 44(1), 98–115. https://doi.org/10.1093/polsoc/puae025

Dameri, R. P. (2013). Searching for Smart City definition: A comprehensive proposal. International Journal of Computers & Technology, 11, 2544-2551.

https://doi.org/10.24297/ijct.v11i5.1142

Deakin, M. (2014). Smart cities: The state-of-the-art and governance challenge. Triple Helix, 1(1), 7. https://doi.org/10.1186/s40604-014-0007-9

Drici, H., & Carpio-Pinedo, J. (2025). Urban land use mix and AI: A systematic review. Cities, 165, 106102. https://doi.org/10.1016/j.cities.2025.106102

European Data Protection Supervisor. (2025). AI Act Regulation (EU) 2024/1689: Regulation (EU) 2024/1689 of the European Parliament and of the Council of 13 June 2024 laying down harmonised rules on artificial intelligence and amending Regulations (EC) No 300/2008, (EU) No 167/2013, (EU) No 168/2013, (EU) 2018/858, (EU) 2018/1139 and (EU) 2019/2144 and Directives 2014/90/EU, (EU) 2016/797 and (EU) 2020/1828 (Artificial Intelligence Act) (Text with EEA relevance). Publications Office of the European Union. https://data.europa.eu/doi/10.2804/4225375

Fernandez Añez, V. (2019). Smart Cities: Implemetation vs. Discourses. [Tesis doctoral] Universidad Politécnica de Madrid. https://doi.org/10.20868/UPM.thesis.54320

Fernández Güell, J. M. (2022). Complejidad e incertidumbre en la ciudad actual:. Hacia un nuevo modelo conceptual. Reverté. https://www.reverte.com/libro/eua-33-complejidad-e-incertidumbre-en-la-ciudad-actual_145531/

Fernandez-Anez, V., Fernández-Güell, J. M., & Giffinger, R. (2017). Smart City implementation and discourses: An integrated conceptual model. The case of Vienna. Cities, 78, 4-16. https://doi.org/10.1016/J.CITIES.2017.12.004

Florida, R. (2005). Cities and the Creative Class (1st ed.). Routledge.

Forrester, J. W. (1969). Urban Dynamics. Pegasus Communications, Inc.

Giffinger, R., Fertner, C., Kramar, H., Kalasek, R., Pichler-Milanovic, N., & Meijers, E. (2007). Smart cities Ranking of European medium-sized cities. Centre of Regional Science, Vienna UT.

Gobierno de la Ciudad Autónoma de Buenos Aires. (n.d.). Plan de Inteligencia Artificial | Buenos Aires Ciudad. https://buenosaires.gob.ar/jefaturadegabinete/innovacion/plan-de-inteligencia-artificial

Herath, H. M. K. K. M. B., & Mittal, M. (2022). Adoption of artificial intelligence in smart cities: A comprehensive review. International Journal of Information Management Data Insights, 2(1), 100076. https://doi.org/10.1016/j.jjimei.2022.100076

Ji, L., & Huang, X. (2022). Analysis of social governance in energy-oriented cities based on artificial intelligence. Energy Reports, 8, 11151–11160. https://doi.org/10.1016/j.egyr.2022.08.206

Lartey, D., & Law, K. M. Y. (2025). Artificial intelligence adoption in urban planning governance: A systematic review of advancements in decision-making, and policy making. Landscape and Urban Planning, 258, 105337. https://doi.org/10.1016/j.landurbplan.2025.105337

Lazaroiu, G. C., & Roscia, M. (2012). Definition methodology for the smart cities model. Energy, 47(1), 326–332. https://doi.org/10.1016/j.energy.2012.09.028

Lombardi, P., Giordano, S., Farouh, H., & Yousef, W. (2012). Modelling the smart city performance. Innovation: The European Journal of Social Science Research, 25(2), 137–149. https://doi.org/10.1080/13511610.2012.660325

Luhman, N. (1984). Social Systems. Stanford University Press.

McLoughlin, J. B. (1969). Urban and Regional Planning: A Systems Approach. Preager.

Moreno, C., Allam, Z., Chabaud, D., Gall, C., & Pratlong, F. (2021). Introducing the “15-Minute City”: Sustainability, Resilience and Place Identity in Future Post-Pandemic Cities. Smart Cities, 4(1), 93-111. https://doi.org/10.3390/smartcities4010006

Morin, E. (2005). Introduction à la pensée complexe (Reed.). Le Seuil.

Nam, T., & Pardo, T. A. (2011). Conceptualizing smart city with dimensions of technology, people, and institutions. Proceedings of the 12th Annual International Digital Government Research Conference on Digital Government Innovation in Challenging Times - Dg.o ’11, 282. https://doi.org/10.1145/2037556.2037602

NYC Mayor’s Office of the Chief Technology Officer. (2021). The New York City Artificial Intelligence Strategy. NYC Gov. https://www.nyc.gov/assets/cto/downloads/ai-strategy/nyc_ai_strategy.pdf

NYC Office of Technology and Innovation - OTI. (2023). The New York City Artificial Intelligence Plan. New York City. https://www.nyc.gov/content/oti/pages/artificial-intelligence

Von Bertalanffy, L. (1969). General System Theory. Foundations, Development, Aplication. George Braziller.

Von Neumman, J. (1966). Theory of Self-Reproducing Automata (1966th ed.). Univeristy of Illinois Press.

Wolman, A. (1965). The Metabolism of Cities. Scientific American, 213, 179–190. http://dx.doi.org/10.1038/scientificamerican0965-178

Publicado

2025-11-28

Cómo citar

Fernández Añez, M. V. (2025). Modelo conceptual de la estrategia de ciudades con IA: Aplicación para cuatro ciudades: Nueva York, Buenos Aires, Barcelona y Madrid. Street Art & Urban Creativity, 11(7), 73–98. https://doi.org/10.62161/sauc.v11.6026

Número

Sección

Monográfico SmartCityExpo