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Modeling Future Cities Driven by Generative Artificial Intelligence Systems

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04 apr 2025
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Abadie, Amelie, et al. “Interlinking Organisational Resources, AI Adoption and Omnichannel Integration Quality in Ghana’s Healthcare Supply Chain.” Journal of Business Research, vol. 162, July 2023, p. 113866, https://doi.org/10.1016/j.jbusres.2023.113866. Search in Google Scholar

An Artificial Intelligence Based Automated Case-Based Reasoning (CBR) System for Severity Investigation and Root-Cause Analysis of Road Accidents - Comparative Analysis with the Predictions of ChatGPT - ScienceDirect. https://www.sciencedirect.com/science/article/pii/S2307187723002237. Accessed 29 Feb. 2024. Search in Google Scholar

Arora, H., Langenhan, C., Petzold, F., Eisenstadt, V., & Althoff, K. D. (2021). METIS-GAN: An approach to generate spatial configurations using deep learning and semantic building models. In ECPPM 2021-eWork and eBusiness in Architecture, Engineering and Construction (pp. 268-273). CRC Press. Search in Google Scholar

ArXiv.Org Snapshot. http://arxiv.org/abs/1908.11153. Accessed 7 Mar. 2024. Search in Google Scholar

Badura, D., and D. Ferdynus. “Using artificial immune and case-based reasoning methods in classification of treatment effectiveness.” Journal of Medical Informatics & Technologies, vol. 11, no. null, 2007, pp. 221-26, https://bibliotekanauki.pl/articles/333874. Search in Google Scholar

Baraniewicz-Kotasińska, Sabina. The Scandinavian Third Way as a Proposal for Sustainable Smart City Development - A Case Study of Aarhus City. Mar. 2022, https://doi.org/10.3390/su14063495. Search in Google Scholar

Barroso, S., Bustos, P., & Núñez, P. (2023). Towards a cyber-physical system for sustainable and smart building: a use case for optimising water consumption on a smartcampus. Journal of Ambient Intelligence and Humanized Computing, 14(5), 6379-6399. Search in Google Scholar

Bogusiak, Marta, Chalimoniuk-Nowak, Marta, Jędry,s Gabriela, Kanownik, Greta, Karkut, Anna. 40 Tips Important to the Registration Manager. Law, Management, Patient Service. Wiedza i Praktyka Publishing House, 2020. Search in Google Scholar

Broström, Anders. “The Triple Helix: University-Industry-Government Innovation in Action - By Henry Etzkowitz.” Papers in Regional Science, vol. 90, June 2011, https://doi.org/10.1111/j.1435-5957.2011.00357.x. Search in Google Scholar

Chang, C. H., & Kidman, G. (2023). The rise of generative artificial intelligence (AI) language models-challenges and opportunities for geographical and environmental education. International Research in Geographical and Environmental Education, 32(2), 85-89. Search in Google Scholar

ChatGPT and Similar Generative Artificial Intelligence (AI) for Building and Construction Industry: Contribution, Opportunities and Challenges of Large Language Models for Industry 4.0, Industry 5.0, and Society 5.0 by Nitin Rane :: SSRN. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4603221 Accessed 29 Feb. 2024. Search in Google Scholar

Compendium of Neurosymbolic Artificial Intelligence - Google Books. https://books.google.pl/books?hl=pl&lr=&id=MAjXEAAAQBAJ&oi=fnd&pg=PA387&dq=Leake,+D.,+Wilkerson,+Z.,+Ye,+X.,+%26+Crandall,+D.+J.+(2023).+Enhancing+Case-Based+Reasoning+with+Neural+Networks.+Compendium+of+Neurosymbolic+Artificial+Intelligence,+369,+387&ots=Bg3U0EeMuG&sig=-6PVzD2-P89bEJpogxFp_bZJpyA&redir_esc=y#v=onepage&q&f=false. Accessed 29 Feb. 2024. Search in Google Scholar

Dahl, B. M., Vasset, F., & Frilund, M. (2023). Students’ approaches to scientific essay writing as an educational method in higher education: A mixed methods study. Social Sciences & Humanities Open, 7(1), 100389 Search in Google Scholar

Dashkevych, O., & Portnov, B. A. (2024). How can generative AI help in different parts of research? An experiment study on smart cities’ definitions and characteristics. Technology in Society, 77, 102555. Search in Google Scholar

De Silva, Liyanage C., et al. “State of the Art of Smart Homes.” Engineering Applications of Artificial Intelligence, vol. 25, no. 7, Oct. 2012, pp. 1313-21, https://doi.org/10.1016/j.engappai.2012.05.002. Search in Google Scholar

Ding, Dan, et al. “Sensor Technology for Smart Homes.” Maturitas, vol. 69, no. 2, June 2011, pp. 131-36, https://doi.org/10.1016/j.maturitas.2011.03.016. Search in Google Scholar

“Emergency Medical Services Teams - Ministry of Health - Gov.pl Portal.” Ministry of Health, https://www.gov.pl/web/zdrowie/zespolyratownictwa-medycznego. Accessed 12 Jan. 2024. Search in Google Scholar

Etzkowitz, Henry, and James Dzisah. “Rethinking Development: Circulation in the Triple Helix.” Technology Analysis & Strategic Management - TECHNOL ANAL STRATEG MANAGEMENT, vol. 20, Nov. 2008, pp. 653-66, https://doi.org/10.1080/09537320802426309. Search in Google Scholar

Etzkowitz, Henry, and Loet Leydesdorff. “The Dynamics of Innovation: From National Systems and ‘Mode 2’ to a Triple Helix of University-Industry-Government Relations.” Research Policy, vol. 29, Feb. 2000, pp. 109-23, https://doi.org/10.1016/S0048-7333(99)00055-4. Search in Google Scholar

Europeansmartcities 3.0 (2014). https://www.smart-cities.eu/?cid=3&ver=3. Search in Google Scholar

Farinha, Luís. TRIANGULATION OF THE TRIPLE HELIX: A CONCEPTUAL FRAMEWORK. 2012, https://doi.org/10.13140/2.1.4161.1202. Search in Google Scholar

Fletcher, Jeff. “Putting Machine Learning Models into Production.” Cloudera Blog, June 17, 2019, https://blog.cloudera.com/putting-machine-learning-models-into-production/. Search in Google Scholar

Gafni-Pappas, G., & Khan, M. (2023). Predicting daily emergency department visits using machine learning could increase accuracy. The American Journal of Emergency Medicine, 65, 5-11. Search in Google Scholar

Giacalone, Massimiliano, et al. “Big Data Compliance for Innovative Clinical Models.” Big Data Research, vol. 12, July 2018, pp. 35-40, https://doi.org/10.1016/j.bdr.2018.02.001. Search in Google Scholar

Gladysz, Joanna, et al. Impact of air pollution on the health status and life expectancy of people. 2010. Search in Google Scholar

Guerrero, J. I., Miró-Amarante, G., & Martín, A. (2022). Decision support system in health care building design based on case-based reasoning and reinforcement learning. Expert Systems with Applications, 187, 116037. Search in Google Scholar

Handzlik, Alina, and Jakub Glowacki. Partnership - Intersectoral Cooperation in the Realization of Social Goals. 2012. Search in Google Scholar

Jaroszewska-Brudnicka, Renata. Selected Processes and Phenomena Shaping the Contemporary Face of the City. 2012, https://repozytorium.biblos.pk.edu.pl/redo/resources/31073/file/suwFiles/JaroszewskaBrudnickaR_WybraneProcesy.pdf. Search in Google Scholar

Jiang, Lushun, et al. “Opportunities and Challenges of Artificial Intelligence in the Medical Field: Current Application, Emerging Problems, and Problem-Solving Strategies.” The Journal of International Medical Research, vol. 49, no. 3, Mar. 2021, p. 3000605211000157, https://doi.org/10.1177/03000605211000157. Search in Google Scholar

Jiang, Shancheng, et al. “A Systematic Review of the Modelling of Patient Arrivals in Emergency Departments.” Quantitative Imaging in Medicine and Surgery, vol. 13, no. 3, Mar. 2023, pp. 1957971-1951971, https://doi.org/10.21037/qims-22-268. Search in Google Scholar

Kannampallil, Thomas G., et al. “Considering Complexity in Healthcare Systems.” Journal of Biomedical Informatics, vol. 44, no. 6, Dec. 2011, pp. 943-47, https://doi.org/10.1016/j.jbi.2011.06.006. Search in Google Scholar

Kempton, Louise, et al. Understanding the Contributions of Universities to Regional Development. 2021, pp. 13-32, https://doi.org/10.4324/9781003198154-2. Search in Google Scholar

Khatibi, A., Jahangir, M. H., & Astaraei, F. R. (2023). Developing an IoT-based electrochromic windows for smart buildings. Advances in Building Energy Research, 17(2), 193-222. Search in Google Scholar

Kosieradzka, Anna, Rostek, Katarzyna. Process Management and Organizational Process Maturity. Springer International Publishing, 2021. Search in Google Scholar

Kruk, Margaret E., et al. “High-Quality Health Systems in the Sustainable Development Goals Era: Time for a Revolution.” The Lancet. Global Health, vol. 6, 2018, pp. e1196-252, https://doi.org/10.1016/S2214-109X(18)30386-3. Search in Google Scholar

Kucirkova, N., & Leaton Gray, S. (2023). Beyond Personalization: Embracing Democratic Learning Within Artificially Intelligent Systems. Educational Theory, 73(4), 469-489. Search in Google Scholar

Lalit Mohan Goyal, Mamta Mittal, Sudipta Roy. Advanced Prognostic Predictive Modelling in Healthcare Data Analytics. 2021. Search in Google Scholar

Leake, D., Wilkerson, Z., Ye, X., & Crandall, D. J. (2023). Enhancing Case-Based Reasoning with Neural Networks. Compendium of Neurosymbolic Artificial Intelligence, 369, 387. Search in Google Scholar

Lee, Eu Sun, et al. “A Machine Learning-Based Study of the Effects of Air Pollution and Weather in Respiratory Disease Patients Visiting Emergency Departments.” Emergency Medicine International, vol. 2022, Feb. 2022, p. e4462018, https://doi.org/10.1155/2022/4462018. Search in Google Scholar

Lombardi, Patrizia, et al. “An Advanced Triple-Helix Network Model for Smart Cities Performance.” Green and Ecological Technologies for Urban Planning: Creating Smart Cities, Jan. 2011. Search in Google Scholar

Makiela, Zbigniew J., et al. Tools for Network Smart City Management - The Case Study of Potential Possibility of Managing Energy and Associated Emissions in Metropolitan Areas. May 2022, https://doi.org/10.3390/en15072316. Search in Google Scholar

Measurement Data Bank - GIOŚ. https://powietrze.gios.gov.pl/pjp/archives. Accessed 12 Jan. 2024. Search in Google Scholar

Medical Research Agency. Regional Digital Medicine Centres Standard (2023). https://abm.gov.pl/download/5/375/RDMCStandard.pdf. Warsaw. Search in Google Scholar

Michalak, Jacek. Public Health Risks. Part 3 Scientific Basis of Health Promotion. Wolters Kluwer Polska, 2022. Search in Google Scholar

Moulaei, K., Yadegari, A., Baharestani, M., Farzanbakhsh, S., Sabet, B., & Afrash, M. R. (2024). Generative artificial intelligence in healthcare: A scoping review on benefits, challenges and applications. International Journal of Medical Informatics, 105474. Search in Google Scholar

Naik, Nithesh, et al. “Legal and Ethical Consideration in Artificial Intelligence in Healthcare: Who Takes Responsibility?” Frontiers in Surgery, vol. 9, Mar. 2022, p. 862322, https://doi.org/10.3389/fsurg.2022.862322. Search in Google Scholar

“National Early Warning Score (NEWS) 2.” RCP London, 19 Dec. 2017, https://www.rcplondon.ac.uk/projects/outputs/national-early-warning-score-news-2. Search in Google Scholar

National General Hospital Morbidity Survey - Length of Stay in Days. https://statystyka1.medstat.waw.pl/wyniki/Tabela52022.htm. Accessed 12 Jan. 2024. Search in Google Scholar

Nogalski, Bogdan, et al. Processes for Assessing the State of Component Commercialization of Scientific Research Results and Development Projects. 2024. Search in Google Scholar

Nova, K. (2023). Generative AI in healthcare: advancements in electronic health records, facilitating medical languages, and personalized patient care. Journal of Advanced Analytics in Healthcare Management, 7(1), 115-131. Search in Google Scholar

Ociepka, Piotr. “Application of the CBR method to support the design-construction process.” Selected Engineering Problems, no. 2, 2011, https://omega.polsl.pl/info/article/PSLc8fcb037b67940f29b013f353c7388ac?r=publication&ps=20&tab=&title=Publikacja%2B%25E2%2580%2593%2BZastosowanie%2Bmetody%2BCBR%2Bdo%2Bwspomagania%2Bprocesu%2Bprojektowokonstrukcyjnego%2B%25E2%2580%2593%2BPolitechnika%2B%25C5%259Al%25C4%2585ska&lang=pl. Search in Google Scholar

“OpenStreetMap.” OpenStreetMap, https://www.openstreetmap.org/. Accessed 12 Jan. 2024. Search in Google Scholar

Orlowski, A. (2019). Process readiness model of the municipal office of reaching the smart city (pp. 1-362). CeDeWu. Search in Google Scholar

Orlowski, C. (2020). Management of IOT open data projects in Smart Cities. Academic Press. Search in Google Scholar

Pablo, Reyes-González Juan, et al. “Big Data in the Healthcare System: A Synergy with Artificial Intelligence and Blockchain Technology.” Journal of Integrative Bioinformatics, vol. 19, no. 1, p. 20200035, https://doi.org/10.1515/jib-2020-0035. Accessed 29 Feb. 2024. Search in Google Scholar

Palus, Damian Krystian, et al. “Analysing COVID-19 Treatment Outcomes in Dedicated Wards at a Large University Hospital in Northern Poland: A Result-Based Observational Study.” BMJ Open, vol. 13, no. 6, June 2023, p. e066734, https://doi.org/10.1136/bmjopen-2022-066734. Search in Google Scholar

Peng, Junfeng, et al. “Peak Outpatient and Emergency Department Visit Forecasting for Patients With Chronic Respiratory Diseases Using Machine Learning Methods: Retrospective Cohort Study.” JMIR Medical Informatics, vol. 8, no. 3, Mar. 2020, p. e13075, https://doi.org/10.2196/13075. Search in Google Scholar

Petersson, Lena, et al. “Challenges to Implementing Artificial Intelligence in Healthcare: A Qualitative Interview Study with Healthcare Leaders in Sweden.” BMC Health Services Research, vol. 22, no. 1, July 2022, p. 850, https://doi.org/10.1186/s12913-022-08215-8. Search in Google Scholar

Quan, S. J. (2022). Urban-GAN: An artificial intelligence-aided computation system for plural urban design. Environment and Planning B: Urban Analytics and City Science, 49(9), 2500-2515. Search in Google Scholar

Raja, K. V., Siddharth, R., Yuvaraj, S., & Kumar, K. R. (2023). An Artificial Intelligence-based automated case-based reasoning (CBR) system for severity investigation and root-cause analysis of road accidents-Comparative analysis with the predictions of ChatGPT. Journal of Engineering Research. Search in Google Scholar

Rane, Nitin. Role of ChatGPT and Similar Generative Artificial Intelligence (AI) in Construction Industry. 4598258, Oct. 10, 2023, https://doi.org/10.2139/ssrn.4598258. Search in Google Scholar

Rane, N. (2023). ChatGPT and Similar Generative Artificial Intelligence (AI) for Building and Construction Industry: Contribution, Opportunities and Challenges of Large Language Models for Industry 4.0, Industry 5.0, and Society 5.0. Opportunities and Challenges of Large Language Models for Industry, 4. Search in Google Scholar

Rane, N. (2023). Role of ChatGPT and Similar Generative Artificial Intelligence (AI) in Construction Industry. Available at SSRN 4598258. Rane, N. (2023). Roles and Challenges of ChatGPT and Similar Generative Artificial Intelligence for Achieving the Sustainable Development Goals (SDGs). Available at SSRN 4603244. Search in Google Scholar

Ravindra, K., Bahadur, S. S., Katoch, V., Bhardwaj, S., Kaur-Sidhu, M., Gupta, M., & Mor, S. (2023). Application of machine learning approaches to predict the impact of ambient air pollution on outpatient visits for acute respiratory infections. Science of The Total Environment, 858, 159509. Search in Google Scholar

Reddy, S. (2024). Generative AI in healthcare: an implementation science informed translational path on application, integration and governance. Implementation Science, 19(1), 27. Search in Google Scholar

Rodríguez-Gallego, C., Díez-Muñoz, F., Martín-Ruiz, M. L., Gabaldón, A. M., Dolón-Poza, M., & Pau, I. (2023). A collaborative semantic framework based on activities for the development of applications in smart home living labs. Future Generation Computer Systems, 140, 450-465. Search in Google Scholar

Sadabadi, A. A., Rahimirad, Z., & Nikijoo, I. (2024). Enhancing cross-sector partnerships in energy saving through social entrepreneurship: a social network analysis approach. Energy Research & Social Science, 109, 103412. Search in Google Scholar

Sahiner, Berkman, et al. “Data Drift in Medical Machine Learning: Implications and Potential Remedies.” The British Journal of Radiology, vol. 96, no. 1150, Oct. 2023, p. 20220878, https://doi.org/10.1259/bjr.20220878. Search in Google Scholar

Schoenborn, J. M., Weber, R. O., Aha, D. W., Cassens, J., & Althoff, K. D. (2021). Explainable case-based reasoning: A survey. In AAAI-21 Workshop Proceedings. Search in Google Scholar

Senthil Murugan Nagarajan, Muthukumaran V., Murugesan R., Rose Bindu Joseph & Meram Munirathanam. Feature Selection Model for Healthcare Analysis and Classification Using Classifier Ensemble Technique. Springer, 2021. Search in Google Scholar

Sourati, Zhivar, et al. Case-Based Reasoning with Language Models for Classification of Logical Fallacies. arXiv:2301.11879, arXiv, 17 May 2023, https://doi.org/10.48550/arXiv.2301.11879. Search in Google Scholar

Stat.gov.pl. Dorazna Aid and Emergency Medical Services in 2022. https://stat.gov.pl/obszary-tematyczne/zdrowie/zdrowie/pomoc-doraznai-ratownictwo-medyczne-w-2022-roku,14,7.html. Search in Google Scholar

Stawasz, Danuta. Contemporary Dilemmas of Development Management. 2016. Search in Google Scholar

Stoumpos, Angelos I., et al. “Digital Transformation in Healthcare: Technology Acceptance and Its Applications.” International Journal of Environmental Research and Public Health, vol. 20, no. 4, Feb. 2023, p. 3407, https://doi.org/10.3390/ijerph20043407. Search in Google Scholar

Sudarshan, Vidya K., et al. “Performance Evaluation of Emergency Department Patient Arrivals Forecasting Models by Including Meteorological and Calendar Information: A Comparative Study.” Computers in Biology and Medicine, vol. 135, Aug. 2021, p. 104541, https://doi.org/10.1016/j.compbiomed.2021.104541. Search in Google Scholar

Surit, P., Wongtanasarasin, W., Boonnag, C., & Wittayachamnankul, B. (2023). Association between air quality index and effects on emergency department visits for acute respiratory and cardiovascular diseases. Plos one, 18(11), e0294107. Search in Google Scholar

Susha, I., Rukanova, B., Zuiderwijk, A., Gil-Garcia, J. R., & Hernandez, M. G. (2023). Achieving voluntary data sharing in cross sector partnerships: Three partnership models. Information and Organization, 33(1), 100448. Search in Google Scholar

Sweeney, David, et al. “Scaling AI-Based Industry 4.0 Projects in the Medical Device Industry: An Exploratory Analysis.” Procedia Computer Science, vol. 219, Jan. 2023, pp. 759-66, https://doi.org/10.1016/j.procs.2023.01.349. Search in Google Scholar

“Tarification of benefits, or the price of medical services - we explain how the system works.” HealthPolicy.com, 23 Aug. 2022, https://politykazdrowotna.com/artykul/taryfikacja-swiadczen/907683. Search in Google Scholar

Urban-GAN: An Artificial Intelligence-Aided Computation System for Plural Urban Design - Steven Jige Quan, 2022. https://journals.sagepub.com/doi/abs/10.1177/23998083221100550. Accessed 29 Feb. 2024. Search in Google Scholar

Voskoglou, M. (2023). Artificial Intelligence and Digital Technologies in the Future Education. Qeios. Search in Google Scholar

Smart Aarhus “What Is Smart Aarhus?” https://smartaarhuseu.aarhus.dk/about-smart-aarhus/. Accessed 29 Feb. 2024. Search in Google Scholar

Wu, Jun, et al. “The Challenge of Healthcare Big Data to China’s Commercial Health Insurance Industry: Evaluation and Recommendations.” BMC Health Services Research, vol. 22, Sept. 2022, p. 1189, https://doi.org/10.1186/s12913-022-08574-2. Search in Google Scholar

Xu, F., Zhang, J., Gao, C., Feng, J., & Li, Y. (2023). Urban generative intelligence (ugi): A foundational platform for agents in embodied city environment. arXiv preprint arXiv:2312.11813. Search in Google Scholar

Yan, L., Sha, L., Zhao, L., Li, Y., Martinez‐Maldonado, R., Chen, G., ... & Gašević, D. (2024). Practical and ethical challenges of large language models in education: A systematic scoping review. British Journal of Educational Technology, 55(1), 90-112. Search in Google Scholar

Yusof, Y. B., Ping, T. H., & Isa, F. B. M. (2023). Strengthening smart grids through security measures: A focus on real-time monitoring, redundancy, and cross-sector collaboration. International Journal of Intelligent Automation and Computing, 6(3), 14-36. Search in Google Scholar

Zheng, H., & Yuan, P. F. (2021). A generative architectural and urban design method through artificial neural networks. Building and Environment, 205, 108178. Search in Google Scholar