Araştırma Makalesi
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Akıllı Şehirden Bilge Şehire Geçiş: Yapay Zekanın Rolü

Yıl 2025, Sayı: Akıllı Şehirler, 88 - 105, 01.12.2025

Öz

Akıllı şehir kavramı zaman içerisinde büyük ölçüde değişiklik göstermiştir. Vatandaşlara
daha iyi kentsel hizmetler sunmak için çoğu şehir, kendilerini akıllı hale getirmek
ve kentsel yaşam kalitesini iyileştirmek amacıyla kendi stratejilerini geliştirmektedir.
Yapay zekanın gelişmesi ise akıllı şehirler için bu söylemden çok daha geniş kapsamlı
hedefler belirlemiştir.
Akıllı şehirlerin temelinde kentsel altyapılarının ve şehir hizmetlerinin teknoloji temelli
araçlarla gerçekleştirilmesi olmakla beraber bir sonraki aşama, insan sermayesi, gizlilik
ve mahremiyetin korunması, ahlak ve etik ilkeler, yaratıcılık ve inovasyonun yeniden
yapılandırılmasıdır. Bu aşama, akıllı şehirlerden bilge şehirlere geçiş için paradigma
değişimini içermektedir. Kamu hizmetleri üretmek için bu doğrultuda kentsel politika
geliştirme ve uygulama planları tasarlanmalıdır. Bundan sonraki adım, bilge şehir
vizyonunu oluşturulması ve kente uygulanmasıdır.
Bu çalışmada, akıllı şehirlerden bilge şehirlere geçişin ilkeleri ve bu ilkelerin uygulanmasında
yapay zekânın etkisi incelenmiştir. Araştırmanın temel sorusu, “akıllı şehirlerden
bilge şehirlere geçişte yapay zekanın etkisi var mıdır?” şeklinde belirlenmiştir. Çalışma,
doküman analizi yöntemi ile akıllı şehirler, bilge şehirler ve yapay zekâ kavramlarının
ulusal ve uluslararası veri tabanlarında yer alan yayınların ve uluslararası raporların
taranmasıyla gerçekleştirilmiştir. Araştırma akıllı şehirler ve bilge şehirler kavramlarını
açıklamakta, yapay zekânın işlevlerine genel olarak değinmektedir. Akıllı şehirlerden
bilge şehirlere geçiş sürecinde yapay zekanın kullanımının fırsatları ve riskleri ele alınarak
yapay zekanın etkisi tartışılmaktadır.

Kaynakça

  • Al-Turjman, F., Zahmatkesh, H., Shahroze, R., “An overview of security and privacy in smart cities’ IoT communications”, Trans Emerging Tel Tech, 33: e3677, (2022).
  • Carrera, F. (2016). “Wise Cities: “Old” Big Data and “Slow” Real Time.” Built Environment (1978-), 42(3), 474–497. http://www.jstor.org/stable/44132292.
  • CBDDO, Yapay Zeka, https://cbddo.gov.tr/sss/yapay-zeka/, Erişim Tarihi: 30.08.2025. Coll, J. M. & Illán, J. (2015). From smart to wise cities: The role of values in shaping the future of cities (Notes Internacionals CIDOB, No. 134). Barcelona Centre for International Affairs (CIDOB). https://www.cidob.org/sites/default/files/2024-07/ NOTES%20134_COLL%26ILLAN_ANG.pdf.
  • Coll, J. M. (2016). Why Wise Cities? Conceptual Framework (Notes Internacionals No. 92). CIDOB. https://www.cidob.org/sites/default/files/2024-11/05-08_JOSEP%20 M%20%20COLL.pdf.
  • Díaz-Díaz, R., Muñoz, L., Pérez-González, D., “Business model analysis of public services operating in the smart city ecosystem: The case of SmartSantander”, Future Generation Computer Systems, 76:198-214, (2017).
  • European Parliament (2023). EU AI Act, https://www.europarl.europa.eu/news/en/ headlines/society/20230601STO93804/eu-ai-act-first-regulation-on-artificial-intelligence
  • Esen, G. (2019). “Yapay Zekâ: Geçmişi ve Geleceği.” Çukurova Üniversitesi İlahiyat Fakültesi Dergisi (ÇÜİFD), 19(1), 308-311. https://doi.org/10.30627/cuilah.481080
  • Hambleton, R. (2021), “From smart cities to wise cities.” IET Smart Cities, 3: 53- 55. https://doi.org/10.1049/smc2.12012
  • Hambleton, R. (2014). “Chapter 11: From smart cities to wise cities.” Leading the Inclusive City. Bristol, UK: Policy Press. 23 Ağustos 2025’te alındı, from https://doi. org/10.51952/9781447304982.ch011
  • Hamza Çelikyay, H. (2021). “The “smart” transformation of cities in Türkiye: An analysis of policy documents.” C. Babaoğlu, E. Akman, & O. Kulaç (Eds.), Handbook of Research on Global Challenges for Improving Public Services and Government Operations (s. 484–505). IGI Global. https://doi.org/10.4018/978-1-7998-4978-0.ch025
  • Huang, J. (02.03.2024). Nvidia CEO’su yapay zekanın beş yıl içinde insan testleriyle eşleşebileceğini öngörüyor, https://tr.investing.com/news/stock-market-news/ barclays-39-gumruk-vergisi-sonras-isvicre-ihracat-icin-3-senaryo-sundu-3512468
  • Hui, Terence K.L., Simon Sherratt, R., Díaz Sánchez, D., “Major requirements for building Smart Homes in Smart Cities based on Internet of Things Technologies”, Future Generation Computer Systems, 76:358-369, (2017).
  • Kim, K.-G., & Thioye, M. (Eds.). (2022). Planning climate smart and wise cities: A multidisciplinary approach (The Urban Book Series). Springer Cham. https://doi. org/10.1007/978-3-030-80165-6
  • Leyen, Von Der U. (09.12.2023). Statement by President von der Leyen on the political agreement on the EU AI Act, Brussles, https://ec.europa.eu/commission/presscorner/ detail/en/statement_23_6474
  • Pastrana, A. (2019). Smart Cities to Wise Cities, Interaction Voice, https://www. interactioncouncil.org/sites/default/files/Pages%20from%20e201907x%20-%20 %E5%A4%8D%E4%BB%B6.pdf
  • Rashid, Z., Melià-Seguí, J., Pous, R., Peig, E., “Using Augmented Reality and Internet of Things to improve accessibility of people with motor disabilities in the context of Smart Cities”, Future Generation Computer Systems, 76: 248-261, (2017).
  • Ravetz, J. (2020). Deeper City: Collective Intelligence and the Pathways from Smart to Wise (1st ed.). Routledge. https://doi.org/10.4324/9781315765860
  • Sarı, F. (2021). Cahit Arf’in “Makine Düşünebilir mi ve Nasıl Düşünebilir?” Adlı Makalesi Üzerine Bir Çalışma. TRT Akademi, 6(13), 812-833. https://doi.org/10.37679/trta.962940.
  • Schachtner, C. (2022). Wise Governance – Elements of the digital strategies of municipalities. Smart Cities and Regional Development (SCRD) Journal, 6(2), 23- 29. https://doi.org/10.25019/scrd.v6i2.126
  • Sookhak, M., Tang, H., He, Y.,Yu, F. R., “Security and Privacy of Smart Cities: A Survey, Research Issues and Challenges”, IEEE Commun. Surv. Tutorials, 21(2): 1718- 1743, (2019).
  • Szpilko, D., Szydło, J., & Winkowska, J. (2019, June 10–11). “Smart” or “wise” city? A new approach to city management. In CID Conference 2019 – International Scientific Conference on Collaborative Innovation Development (Conference paper). Bialystok, Poland. https://doi.org/10.24427/CID2019-conference-030.
  • UN-Habitat (2022). Artificial intelligence and cities: Risks, applications and governance. United Nations Human Settlements Programme. https://unhabitat.org/sites/default/ files/2022/10/artificial_intelligence_and_cities_risks_applications_and_governance.pdf
  • Weinberg, L. (2022). From Smart Cities to Wise Cities: Studying Abroad in Digital Urban Space. Frontiers: The Interdisciplinary Journal of Study Abroad, 34(2), 11–26. https://doi.org/10.36366/frontiers.v34i2.571
  • Wolniak, R.; Stecuła, K. Artificial Intelligence in Smart Cities—Applications, Barriers, and Future Directions: A Review. Smart Cities 2024, 7, 1346–1389. https://doi. org/10.3390/ smartcities7030057.
  • Young, R. F., & Lieberknecht, K. (2018). From smart cities to wise cities: ecological wisdom as a basis for sustainable urban development. Journal of Environmental Planning and Management, 62(10), 1675–1692. https://doi.org/10.1080/09640568. 2018.1484343
  • https://cbddo.gov.tr/SharedFolderServer/Genel/File/TR-UlusalYZStratejisi2021-2025.pdf
  • https://www.bbc.com/turkce/articles/c72lpgw9we3o
  • https://sozluk.gov.tr/.

The Transition from Smart City to Wise City: The Role of Artificial Intelligence

Yıl 2025, Sayı: Akıllı Şehirler, 88 - 105, 01.12.2025

Öz

The concept of smart cities has changed significantly over time. Most cities are developing their own strategies to become smart and improve the quality of urban life to provide better urban services to citizens. The development of artificial intelligence (AI) has set much broader goals for smart cities than this discourse. While smart cities are fundamentally based on the implementation of urban infrastructure and city services using technology-based tools, the next stage involves human capital, the privacy and confidentiality proteciton, moral and ethical principles, and creativity and innovation restructuring. This stage involves a paradigm shift from smart to wise cities. To produce public services, urban policy development and implementation plans should be designed in this direction. The next step is to create a vision of a wise city and apply it to the city.
This study investigates the principles underlying the transition from smart to wise cities and the role of AI in the realisaiton of these principles. The principal research question posited is, “Does artificial intelligence exert an influence on the transition from smart to wise cities?” The research was conducted through a comprehensive review of publicaitons and internaitoanl reports on the concepts of smart cities, wise cities, and AI, using document analysis as the primary methodology. This study elucidates the definitions of smart and wise cities and provides an overarching ezaminaiton of the fuctionalities of AI.
Furthermore, the opportunities and challenges associated with the use of AI in facilitiating the transition from smart to wise cities are analysed along with a discussion of the implicaitons of AI in this context.

Kaynakça

  • Al-Turjman, F., Zahmatkesh, H., Shahroze, R., “An overview of security and privacy in smart cities’ IoT communications”, Trans Emerging Tel Tech, 33: e3677, (2022).
  • Carrera, F. (2016). “Wise Cities: “Old” Big Data and “Slow” Real Time.” Built Environment (1978-), 42(3), 474–497. http://www.jstor.org/stable/44132292.
  • CBDDO, Yapay Zeka, https://cbddo.gov.tr/sss/yapay-zeka/, Erişim Tarihi: 30.08.2025. Coll, J. M. & Illán, J. (2015). From smart to wise cities: The role of values in shaping the future of cities (Notes Internacionals CIDOB, No. 134). Barcelona Centre for International Affairs (CIDOB). https://www.cidob.org/sites/default/files/2024-07/ NOTES%20134_COLL%26ILLAN_ANG.pdf.
  • Coll, J. M. (2016). Why Wise Cities? Conceptual Framework (Notes Internacionals No. 92). CIDOB. https://www.cidob.org/sites/default/files/2024-11/05-08_JOSEP%20 M%20%20COLL.pdf.
  • Díaz-Díaz, R., Muñoz, L., Pérez-González, D., “Business model analysis of public services operating in the smart city ecosystem: The case of SmartSantander”, Future Generation Computer Systems, 76:198-214, (2017).
  • European Parliament (2023). EU AI Act, https://www.europarl.europa.eu/news/en/ headlines/society/20230601STO93804/eu-ai-act-first-regulation-on-artificial-intelligence
  • Esen, G. (2019). “Yapay Zekâ: Geçmişi ve Geleceği.” Çukurova Üniversitesi İlahiyat Fakültesi Dergisi (ÇÜİFD), 19(1), 308-311. https://doi.org/10.30627/cuilah.481080
  • Hambleton, R. (2021), “From smart cities to wise cities.” IET Smart Cities, 3: 53- 55. https://doi.org/10.1049/smc2.12012
  • Hambleton, R. (2014). “Chapter 11: From smart cities to wise cities.” Leading the Inclusive City. Bristol, UK: Policy Press. 23 Ağustos 2025’te alındı, from https://doi. org/10.51952/9781447304982.ch011
  • Hamza Çelikyay, H. (2021). “The “smart” transformation of cities in Türkiye: An analysis of policy documents.” C. Babaoğlu, E. Akman, & O. Kulaç (Eds.), Handbook of Research on Global Challenges for Improving Public Services and Government Operations (s. 484–505). IGI Global. https://doi.org/10.4018/978-1-7998-4978-0.ch025
  • Huang, J. (02.03.2024). Nvidia CEO’su yapay zekanın beş yıl içinde insan testleriyle eşleşebileceğini öngörüyor, https://tr.investing.com/news/stock-market-news/ barclays-39-gumruk-vergisi-sonras-isvicre-ihracat-icin-3-senaryo-sundu-3512468
  • Hui, Terence K.L., Simon Sherratt, R., Díaz Sánchez, D., “Major requirements for building Smart Homes in Smart Cities based on Internet of Things Technologies”, Future Generation Computer Systems, 76:358-369, (2017).
  • Kim, K.-G., & Thioye, M. (Eds.). (2022). Planning climate smart and wise cities: A multidisciplinary approach (The Urban Book Series). Springer Cham. https://doi. org/10.1007/978-3-030-80165-6
  • Leyen, Von Der U. (09.12.2023). Statement by President von der Leyen on the political agreement on the EU AI Act, Brussles, https://ec.europa.eu/commission/presscorner/ detail/en/statement_23_6474
  • Pastrana, A. (2019). Smart Cities to Wise Cities, Interaction Voice, https://www. interactioncouncil.org/sites/default/files/Pages%20from%20e201907x%20-%20 %E5%A4%8D%E4%BB%B6.pdf
  • Rashid, Z., Melià-Seguí, J., Pous, R., Peig, E., “Using Augmented Reality and Internet of Things to improve accessibility of people with motor disabilities in the context of Smart Cities”, Future Generation Computer Systems, 76: 248-261, (2017).
  • Ravetz, J. (2020). Deeper City: Collective Intelligence and the Pathways from Smart to Wise (1st ed.). Routledge. https://doi.org/10.4324/9781315765860
  • Sarı, F. (2021). Cahit Arf’in “Makine Düşünebilir mi ve Nasıl Düşünebilir?” Adlı Makalesi Üzerine Bir Çalışma. TRT Akademi, 6(13), 812-833. https://doi.org/10.37679/trta.962940.
  • Schachtner, C. (2022). Wise Governance – Elements of the digital strategies of municipalities. Smart Cities and Regional Development (SCRD) Journal, 6(2), 23- 29. https://doi.org/10.25019/scrd.v6i2.126
  • Sookhak, M., Tang, H., He, Y.,Yu, F. R., “Security and Privacy of Smart Cities: A Survey, Research Issues and Challenges”, IEEE Commun. Surv. Tutorials, 21(2): 1718- 1743, (2019).
  • Szpilko, D., Szydło, J., & Winkowska, J. (2019, June 10–11). “Smart” or “wise” city? A new approach to city management. In CID Conference 2019 – International Scientific Conference on Collaborative Innovation Development (Conference paper). Bialystok, Poland. https://doi.org/10.24427/CID2019-conference-030.
  • UN-Habitat (2022). Artificial intelligence and cities: Risks, applications and governance. United Nations Human Settlements Programme. https://unhabitat.org/sites/default/ files/2022/10/artificial_intelligence_and_cities_risks_applications_and_governance.pdf
  • Weinberg, L. (2022). From Smart Cities to Wise Cities: Studying Abroad in Digital Urban Space. Frontiers: The Interdisciplinary Journal of Study Abroad, 34(2), 11–26. https://doi.org/10.36366/frontiers.v34i2.571
  • Wolniak, R.; Stecuła, K. Artificial Intelligence in Smart Cities—Applications, Barriers, and Future Directions: A Review. Smart Cities 2024, 7, 1346–1389. https://doi. org/10.3390/ smartcities7030057.
  • Young, R. F., & Lieberknecht, K. (2018). From smart cities to wise cities: ecological wisdom as a basis for sustainable urban development. Journal of Environmental Planning and Management, 62(10), 1675–1692. https://doi.org/10.1080/09640568. 2018.1484343
  • https://cbddo.gov.tr/SharedFolderServer/Genel/File/TR-UlusalYZStratejisi2021-2025.pdf
  • https://www.bbc.com/turkce/articles/c72lpgw9we3o
  • https://sozluk.gov.tr/.
Toplam 28 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Kent ve Bölge Planlama (Diğer)
Bölüm Araştırma Makalesi
Yazarlar

Hicran Hamza Çelikyay 0000-0002-4256-1397

Yayımlanma Tarihi 1 Aralık 2025
Gönderilme Tarihi 8 Eylül 2025
Kabul Tarihi 7 Ekim 2025
Yayımlandığı Sayı Yıl 2025 Sayı: Akıllı Şehirler

Kaynak Göster

APA Hamza Çelikyay, H. (2025). Akıllı Şehirden Bilge Şehire Geçiş: Yapay Zekanın Rolü. Çevre Şehir ve İklim Dergisi(Akıllı Şehirler), 88-105.