SIMURG_CITIES: Meta-Analysis for KPI's of Layer-Based Approach in Sustainability Assessment
DOI:
https://doi.org/10.25034/ijcua.2021.v5n1-5Keywords:
SIMURG_CITIES, Performance-Based Design and Building, Competition by Design, Innovativeness, Interoperability, KPIs, Sustainability, Smart Cities, Meta-AnalysisAbstract
SIMURG_CITIES, is the research and development project that is developed under the main project named as SIMURG: “A performance-based and Sustainability-oriented Integration Model Using Relational database architecture to increase Global competitiveness of Turkish construction industry in industry 5.0 era”, is the relational database model that is currently being developed in a dissertation for performance-based development and assessment of sustainable and sophisticated solutions for the built environment. This study aims to analyze the key performance indicators (KPIs) at «Cities Level» for the smart city concept that is referred to as «Layers» in the master project. KPIs for the concept of a smart city is determined by using the meta-analysis technique. Hence, the three most reputable urban journals issued from 2017 through 2020 are reviewed in this study. In addition to this, models of smart city frameworks/assessment tools/KPIs are reviewed within the context of this paper; environment, economy and governance were found to have domain themes on the urban sustainability according to the literature review. Consequently, efficient and integrated urban management, environmental monitoring and management, public and social services of urban development and sustainability are found to be the most important dimensions in urban and regional planning. SIMURG_CITIES evaluation models for urban projects can use the findings of this paper.
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Aghamolaei, R., Shamsi, M.H., Tahsildoost, M., & O’Donnell, J. (2018). Review of district-scale energy performance analysis: Outlooks towards holistic urban frameworks. Sustainable Cities and Society, 41, 252–264. https://doi.org/10.1016/j.scs.2018.05.048
Ahmad, T., & Huanxin Chen, H. (2018). Utility companies strategy for short-term energy demand forecasting using machine learning based models. Sustainable Cities and Society, 39, 401–417. https://doi.org/10.1016/j.scs.2018.03.002
Ahvenniemi, H., Huovila, A., Pinto-Seppä, I., & Airaksinen, M. (2017). What are the differences between sustainable and smart cities?. Cities, 60, 234–245. https://doi.org/10.1016/j.cities.2016.09.009
Akande, A., Cabral, P., Gomes, P., & Casteleyn, S. (2019). The Lisbon ranking for smart sustainable cities in Europe. Sustainable Cities and Society, 44, 475–487. https://doi.org/10.1016/j.scs.2018.10.009
Albino, V., Berardi, U., & Dangelico, R. M. (2015). Smart cities: Definitions, dimensions, performance, and initiatives. Journal of Urban Technology, 22(1), 3–21. https://doi.org/10.1080/10630732.2014.942092
Alkhalidi, A., Qoaider, L., Khashman, A., Al-Alami, A.R., & Jiryes, S. (2018). Energy and water as indicators for sustainable city site selection and design in Jordan using smart grid. Sustainable Cities and Society, 37, 125–132. https://doi.org/10.1016/j.scs.2017.10.037
Angelidou, M. (2014). Smart city policies: A spatial approach. Cities, 41(Supplement), 3–11. https://doi.org/10.1016/j.cities.2014.06.007
Anthopoulos, L. G. (2015). Understanding the smart city domain: A literature review. In M.P. Rodríguez-Bolívar (ed.), Transforming city governments for successful smart cities, 8, 9–21. Springer International Publishing, Cham, Switzerland. https://doi.org/10.1007/978-3-319-03167-5_2
Anthopoulos, L. G. Janssen, M., & Weerakkody, V. (2016). A Unified Smart City Model (USCM) for Smart City Conceptualization and Benchmarking. International Journal of Electronic Government Research (JEGR), 12(2), 77-93. https://doi.org/10.4018/IJEGR.2016040105
Anthopoulos, L. G. (2017). Smart utopia VS smart reality: Learning by experience from 10 smart city cases. Cities, 63, 128-148. https://doi.org/10.1016/j.cities.2016.10.005
Arslan, S., & Kanoğlu, A. (2010). Başarım Tabanlı Yapım: Anahtar Kavramlar, Olanaklar, Bariyerler ve Bir Model [Performance Based Production: Key Concepts, Opportunities, Barriers and a Model], M.T. Birgönül & C. Budayan (ed.), 1. Proje ve Yapım Yönetimi Kongresi, 29 Eylül – 1 Ekim 2010, ODTÜ Kültür ve Kongre Merkezi, Ankara. http://www.pyyk2010.metu.edu.tr/ozetler1.pdf
Bibri, S.E., & Krogstie, J. (2017). Smart sustainable cities of the future: An extensive interdisciplinary literature review. Sustainable Cities and Society, 31, 183–212. https://doi.org/10.1016/j.scs.2017.02.016
Breetzke, T., & Flowerday, S. V. (2016). The usability of IVRs for smart city crowdsourcing in developing cities. Electronic Journal of Information Systems in Developing Countries, 73(1), 1–14. https://doi.org/10.1002/j.1681-4835.2016.tb00527.x
Carter, C. (2020). Seoul City Profile. Smart Cities Reports, Smart Cities World. Available from: https://www.smartcitiesworld.net/opinions/smart-cities-reports/smartcitiesworld-city-profile--seoul
Castells, M. (1996). The Rise of the Network Society. Oxford: Balckwell Publishing Ltd.
Christopoulou, E., Ringas, D., & Garofalakis, J. (2014). The Vision of the Sociable Smart City in N. Streitz and P. Markopoulos, eds., Distributed, Ambient, and Pervasive Interactions: Second International Conference, DAPI 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings, Berlin, Springer. https://doi.org/10.1007/978-3-319-07788-8
Concilio, G., & Rizzo, F. (2016). Human Smart Cities: Rethinking the Interplay between Design and Planning. Springer, Berlin. https://doi.org/10.1007/978-3-319-33024-2
Costa-Liberato, P.M.D., Alén-González, E., & Azevedo-Liberato, D.F.V.D. (2018). Digital Technology in a Smart Tourist Destination: The Case of Porto. Journal of Urban Technology, 25(1), 75-97. https://doi.org/10.1080/10630732.2017.1413228
Dall’O’, G., Bruni, E., Panza, A, Sarto, L., & Khayatian, F. (2017). Evaluation of cities’ smartness by means of indicators for small and medium cities and communities: A methodology for Northern Italy. Sustainable Cities and Society, 34, 193–202. https://doi.org/10.1016/j.scs.2017.06.021
Deakin, M. (2010). SCRAN: the smart cities (inter) regional academic network supporting the development of a trans-national comparator for the standardisation of e-government services. In: C. Reddick, ed. Comparative e-government: an examination of e-government across countries. Berlin, Springer. https://doi.org/10.1007/978-3-319-58577-2
Deal, B., Pan, H., Pallathucheril, V., & Fulton, G. (2017). Urban Resilience and Planning Support Systems: The Need for Sentience. Journal of Urban Technology, 24(1), 29-45. https://doi.org/10.1080/10630732.2017.1285018
Deveci, M., Pekaslanc, D., & Fatih Canıtez, F. (2020). The assessment of smart city projects using zSlice type-2 fuzzy sets based Interval Agreement Method. Sustainable Cities and Society, 53, 101889. https://doi.org/10.1016/j.scs.2019.101889
Horgan, D., & Dimitrijević, B. (2019). Frameworks for citizens participation in planning: From conversational to smart tools. Sustainable Cities and Society, 48, 101550. https://doi.org/10.1016/j.scs.2019.101550
Fernandez-Anez, V. (2016). Stakeholders Approach to Smart Cities: A Survey on Smart City Definitions. In E. Alba, F. Chicano, and G. Luque, eds., Smart Cities. First International Conference, Smart-CT 2016, Málaga, Spain, June 15-17, 2016, Proceedings, Berlin: Springer. https://doi.org/10.1007/978-3-319-39595-1_16
Fernandez-Anez, V., Guillermo Velazquez, G., Perez- Prada, F., & Monzón, A. (2018). Smart City Projects Assessment Matrix: Connecting Challenges and Actions in the Mediterranean Region. Journal of Urban Technology, 1-25. https://doi.org/10.1080/10630732.2018.1498706
Falco, E., Malavolta, I., Radzimski, A., Ruberto, S., Iovino, L., & Gallo, F. (2018). Smart City L’Aquila: An Application of the “Infostructure” Approach to Public Urban Mobility in a Post-Disaster Context. Journal of Urban Technology, 25(1), 99-121. https://doi.org/10.1080/10630732.2017.1362901
Fusco Girard, L., Lombardi, P., & Nijkamp, P. (2009). Creative Urban Design and Development. International Journal of Sustainable Development, 12(2/3/4). https://www.inderscience.com/info/inarticletoc.php?jcode=ijsd&year=2009&vol=12&issue=2/3/4
Gessa, A., & Sancha, P. (2020). Environmental Open Data in Urban Platforms: An Approach to the Big Data Life Cycle. Journal of Urban Technology, 27(1), 27-45. https://doi.org/10.1080/10630732.2019.1656934
Ghofrani, A., Nazemi, S.D., & Jafari, M.A. (2019). HVAC load synchronization in smart building communities. Sustainable Cities and Society, 51, 101741. https://doi.org/10.1016/j.scs.2019.101741
Gibson, D.V., Kozmetsky, G., & Smilor, R.W. eds. (1992). The Technopolis Phenomenon: Smart Cities, Fast Systems, Global Networks, Lanham, MD: Rowman & Littlefield Publishers. https://doi.org/10.1002/bs.3830380207
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. http://www.smart-cities.eu/download/smart_cities_final_report.pdf
Graham, S., & Marvin, S. (1996). Telecommunications and the City: Electronic Spaces. Urban Places. New York City, NY: Routledge.
Graham, S. (2004). Introduction: From Dreams of Transcendence to the Remediation of Urban Life. In S. Graham, ed., The Cybercities Reader. New York, USA: Routledge, 1–29. https://www.uoc.edu/uocpapers/5/dt/eng/graham.html
Greco, I., & Cresta, A. (2015). A Smart Planning for Smart City: The Concept of Smart City as an Opportunity to Re-think the Planning Models of the Contemporary City. in O. Gervasi, B. Murgante, S. Misra, M.L. Gavrilova, A.M. Alves Coutinho Rocha, C. Torre, D. Taniar, and B.O. Apduhan, eds., Computational Science and Its Applications - ICCSA 2015: 15th International Conference, Banff, AB, Canada, June 22-25, 2015, Proceedings, Berlin, Springer, 563–576. https://doi.org/10.1007/978-3-319-21407-8_40
Heaton, J., & Parlikad, A. K. (2019). A conceptual framework for the alignment of infrastructure assets to citizen requirements within a Smart Cities framework, Cities, 90, 32–41. https://doi.org/10.1016/j.cities.2019.01.041
Hemment, D., & A. Townsend, A. (2013). eds., Smart Citizens, Manchester:FutureEverything. https://core.ac.uk/download/pdf/153534188.pdf
Hollands, R.G. (2015). Critical Interventions into the Corporate Smart City. Cambridge Journal of Regions, Economy and Society, 8(1), 61–77. https://doi.org/10.1093/cjres/rsu011
Hollands, R.G. (2016). Beyond the Corporate Smart City? Glimpses of Other Possibilities of Smartness. In S. Marvin, A. Luque-Ayala, and C. McFarlane, eds., Smart Urbanism: Utopian Vision or False Dawn? New York City, NY: Routledge: 168–184. https://doi.org/10.4324/9781315730554
Hukkalainen, M.N.S., Virtanen, M., Paiho, S., & Airaksinen, M. (2017). Energy planning of low carbon urban areas - Examples from Finland. Sustainable Cities and Society, 35, 715–728. https://doi.org/10.1016/j.scs.2017.09.018
Huovila, A., Bosch, P., & Airaksinen, M. (2019). Comparative analysis of standardized indicators for Smart sustainable cities: What indicators and standards to use and when? Cities, 89, 141–153. https://doi.org/10.1016/j.cities.2019.01.029
Ismagilova, E., Hughes, L., Dwivedi, Y.K., & Raman, K.R. (2019). Smart cities: Advances in research—An information systems perspective. International Journal of Information Management, 47, 88–100. https://doi.org/10.1016/j.ijinfomgt.2019.01.004
ISO/IEC (2015). Smart Cities, Preliminary Report, 2014. ISO/IEC JTC 1. Information technology, Switzerland. https://www.iso.org/files/live/sites/isoorg/files/developing_standards/docs/en/smart_cities_report-jtc1.pdf
Joss, S., Cook, M., & Dayot, Y. (2017). Smart Cities: Towards a New Citizenship Regime? A Discourse Analysis of the British Smart City Standard. Journal of Urban Technology, 24(4), 29-49. https://doi.org/10.1080/10630732.2017.1336027
Kanoğlu, A., Yazıcıoğlu, D., & Özçevik, Ö. (2018). SIMURG: A Performance-Based and Sustainability-Oriented Integration Model Using Relational Database Architecture to Increase Global Competitiveness of Turkish Construction Industry in Industry 4.0 Era. 5th International Project and Construction Management Conference (IPCMC2018), November 16-18, Girne, North Cyprus. http://pcmc2018.ciu.edu.tr/index.php/ipcmc-2018-proceedings/
Karjia, A., Woldesenbet, A., Khanzadi, M.,Tafazzoli, M. (2019). Assessment of Social Sustainability Indicators in Mass Housing Construction: A Case Study of Mehr Housing Project. Sustainable Cities and Society, 50, 101697. https://doi.org/10.1016/j.scs.2019.101697
Kitchin, R. (2014). The Real-time City? Big Data and Smart Urbanism. GeoJournal, 79(1), 1–14. https://doi.org/10.1007/s10708-013-9516-8
Kiuru, J., & Inkinen, T. (2019). E-Capital and Economic Growth in European Metropolitan Areas: Applying Social Media Messaging in Technology-Based Urban Analysis. Journal of Urban Technology, 26(2), 67-88. https://doi.org/10.1080/10630732.2019.1579513
Komninos, N. (2002). Intelligent cities: innovation, knowledge systems and digital spaces. London: Spon Press. https://doi.org/10.1504/IJIRD.2009.022726
Komninos, N. (2014). The Age of Intelligent Cities: Smart Environments and Innovation-for-all Strategies. New York City, NY: Routledge. https://doi.org/10.4324/9781315769349
Lam, P.T.I., & Yang, W. (2020). Factors influencing the consideration of Public-Private Partnerships (PPP) for smart city projects: Evidence from Hong Kong. Cities, 99, 102606. https://doi.org/10.1016/j.cities.2020.102606
Lam, P.T.I., & Ma, R. (2019). Potential pitfalls in the development of smart cities and mitigation measures: An exploratory study. Cities, 91, 146–156. https://doi.org/10.1016/j.cities.2018.11.014
Li, X., Zhu, Y., & Wang, J. (2017). Efficient encrypted data comparison through a hybrid method. Journal of Information Science and Engineering, 33(4), 953–964. https://doi.org/10.6688/JISE.2017.33.4.6
Lim, Y., Edelenbos, J., & Gianoli, A. (2019). Identifying the results of smart city development: Findings from systematic literature review. Cities, 95, 102397. https://doi.org/10.1016/j.cities.2019.102397
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
Manupati, V.K., Ramkumar, M., & Digjoy Samanta, D. (2018). A multi-criteria decision-making approach for the urban renewal in Southern India. Sustainable Cities and Society, 42, 471–481. https://doi.org/10.1016/j.scs.2018.08.011
Massana, J., Pous, C., Burgas, L., Melendez, J., & Colomer, J. (2017). Identifying services for short-term load forecasting using data driven models in a Smart City platform. Sustainable Cities and Society, 28, 108–117. https://doi.org/10.1016/j.scs.2016.09.001
Mattoni, B., Nardecchia, F., & Bisegna, F. (2019). Towards the development of a smart district: The application of an holistic planning approach. Sustainable Cities and Society, 48, 101570. https://doi.org/10.1016/j.scs.2019.101570
Michalec, A.O., Hayes, E., & Longhurst, J. (2019). Building smart cities, the just way. A critical review of “smart” and “just” initiatives in Bristol, UK. Sustainable Cities and Society, 47, 101510. https://doi.org/10.1016/j.scs.2019.101510
Mitchell, W.J. (1995). The City of Bits: Space, Place, and the Infobahn. Cambridge, MA: The MIT Press.
Mitchell, W.J. (1999). E-topia: Urban Life, Jim--but Not as We Know It. Cambridge, MA: The MIT Press. https://doi.org/10.7551/mitpress/2844.001.0001
Mitchell, W.J. (2003). Me++: The Cyborg Self and the Networked City. Cambridge, MA: The MIT Press. https://doi.org/10.7551/mitpress/4512.001.0001
Molinillo, S., Anaya-Sánchez, R., Morrison, A. M., & Coca-Stefaniak, J.A. (2019). Smart city communication via social media: Analysing residents' and visitors' engagement. Cities, 94, 247–255. https://doi.org/10.1016/j.cities.2019.06.003
Montalto, V., Moura, C. J. T., Langedijk, S., & Saisana M. (2019). Culture counts: An empirical approach to measure the cultural and creative vitality of European cities. Cities, 89, 167–185. https://doi.org/10.1016/j.cities.2019.01.014
Mora, L., Bolici, R., & Deakin, M. (2017). The First Two Decades of Smart-City Research: A Bibliometric Analysis. Journal of Urban Technology, 24(1), 3-27. https://doi.org/10.1080/10630732.2017.1285123
Navarro, J. L. A., Ruiz, V. R. L., & Peña, D. N. (2017). The effect of ICT use and capability on knowledge-based cities. Cities, 60, 272–280.https://doi.org/10.1016/j.cities.2016.09.010
Nitoslawski, S.A., Galleb, N.J., Boscha, C.K.V.D., & Steenberg, J.W.N. (2019). Smarter ecosystems for smarter cities? A review of trends, technologies, and turning points for smart urban forestry. Sustainable Cities and Society, 51, 101770. https://doi.org/10.1016/j.scs.2019.101770
Paroutis, S., Bennett, M., & L. Heracleous, L. (2014). A Strategic View on Smart City Technology: The Case of IBM Smarter Cities During a Recession. Technological Forecasting and Social Change, 89, 262–272. https://doi.org/10.1016/j.techfore.2013.08.041
Pak, B., Chua, A., & Moere, A. V. (2017). FixMyStreet Brussels: Socio-Demographic Inequality in Crowdsourced Civic Participation. Journal of Urban Technology, 24(2), 65-87. https://doi.org/10.1080/10630732.2016.1270047
Poggi, F., Firmino, A., & Amado, M. (2017). Assessing energy performances: A step toward energy efficiency at the municipal level. Sustainable Cities and Society, 33, 57–69. https://doi.org/10.1016/j.scs.2017.05.014
Ruhlandt, R. W. S. (2018). The governance of smart cities: A systematic literature review. Cities, 81, 1–23. https://doi.org/10.1016/j.cities.2018.02.014
Sáez, L., Heras-Saizarbitoria, I., & Rodríguez-Núñez, E. (2020). Sustainable city rankings, benchmarking and indexes: Looking into the black box. Sustainable Cities and Society, 53, 101938. https://doi.org/10.1016/j.scs.2019.101938
Sharifi, A. (2019). A critical review of selected smart city assessment tools and indicator sets. Journal of Cleaner Production, 233, 1269-1283. https://doi.org/10.1016/j.jclepro.2019.06.172
Sharifi, A. (2020). A typology of smart city assessment tools and indicator sets. Sustainable Cities and Society, 53, 101936. https://doi.org/10.1016/j.scs.2019.101936
Shapiro, J. M. (2008). Smart cities: quality of life, productivity, and the growth effects of human capital. The review of economics and statistics, 88(2), 324-335. https://doi.org/10.1162/rest.88.2.324
Shapsough, S. Takrouri, M., Dhaouadi, R., & Zualkernan, I. (2020). An IoT-based remote IV tracing system for analysis of city-wide solar power facilities. Sustainable Cities and Society, 57, 102041. https://doi.org/10.1016/j.scs.2020.102041
Shmelev, S. E., & Shmeleva, I. A. (2019). Multidimensional sustainability benchmarking for smart megacities. Cities, 92, 134–163. https://doi.org/10.1016/j.cities.2019.03.015
Shin, D. (2010). A Realization of Pervasive Computing: Ubiquitous City. In D.F. Kocaoglu, T.R., &erson, and T.U. Daim, eds., 2010 Proceedings of PICMET ’10: Technology Management for Global Economic Growth, Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE): 1–10. https://ieeexplore.ieee.org/document/5603449
Shwayri, S.T. (2013). A Model Korean Ubiquitous Eco-City? The Politics of Making Songdo. Journal of Urban Technology 20(1), 39–55. https://doi.org/10.1080/10630732.2012.735409
Silva, B.N., Khan, M., & Han, K. (2018). Towards sustainable smart cities: A review of trends, architectures, components, and open challenges in smart cities, Sustainable Cities and Society, 38, 697–713. https://doi.org/10.1016/j.scs.2018.01.053
Streitz, N. (2015). Citizen-centred design for humane and sociable hybrid cities. Hybrid City, 17–20. https://www.semanticscholar.org/paper/Citizen-Centred-Design-for-Humane-and-Sociable-Streitz/604401b5815a80535f7adfe4bf232bc203b8204d
Tang, T., Liu, R., & Choudhury, C. (2020). Incorporating weather conditions and travel history in estimating the alighting bus stops from smart card data. Sustainable Cities and Society, 53, 101927. https://doi.org/10.1016/j.scs.2019.101927
Townsend, A. (2013). Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia, New York City, NY: W.W. Norton & Company Ltd.
UN (United Nations), (2015). Transforming our world: The 2030 agenda for sustainable development. United Nations, New York, United States. https://sustainabledevelopment.un.org/content/documents/21252030%20Agenda%20for%20Sustainable%20Development%20web.pdf
Ülker, B., Kanoğlu, A., & Özçevik, Ö. (2018). SIMURG_CITIES: A Performance-Based Integrated Model for Design and Evaluation of Sustainable and Sophisticated Solutions at Cities Level: Determination of Key Performance Indicators and Principles of Model at Conceptual Dimension. 5th International Project and Construction Management Conference (IPCMC2018), November 16-18, Girne, North Cyprus.
Van Soom, E. (2009). Measuring Levels of Supply and Demand for E-Services and E-Government: A Toolkit for Cities. Smart Cities Research Brief, no. 3, European Union. https://smartcities-infosystem.eu/
Walnum, H.T., Haugea, A.L., Lindberga, K.B., Mysena, M., Nielsenb, B.F., & Sørnesa, K. (2019). Developing a scenario calculator for smart energy communities in Norway: Identifying gaps between vision and practice. Sustainable Cities and Society, 46, 101418. https://doi.org/10.1016/j.scs.2019.01.003
Wataya, E., & Shaw, R. (2019). Measuring the value and the role of soft assets in smart city development. Cities, 94, 106–115. https://doi.org/10.1016/j.cities.2019.04.019
Wong, C.Y., Ng, B.K., Azizan, S.A., & Hasbullah, M. (2018). Knowledge Structures of City Innovation Systems: Singapore and Hong Kong. Journal of Urban Technology, 25(1), 47-73. https://doi.org/10.1080/10630732.2017.1348882
Yanga, L., Zhanga, L., Stettlerb, M.E.J., Sukitpaneenitb, M., Xiao, D., & Damd, K.H.V. (2020). Supporting an integrated transportation infrastructure and public space design: A coupled simulation method for evaluating traffic pollution and microclimate. Sustainable Cities and Society, 52, 101796. https://doi.org/10.1016/j.scs.2019.101796
Yigitcanlar, T., & Lee, S.H. (2014). Korean Ubiquitous-eco-city: A Smart-sustainable Urban Form or a Branding Hoax? Technological Forecasting and Social Change, 89, 100–114. https://doi.org/10.1016/j.techfore.2013.08.034
Yigitcanlar, T. (2016). Technology and the City: Systems, Applications and Implications, New York City, NY: Routledge. https://eprints.qut.edu.au/90993/
Yigitcanlar, T. Kamruzzaman, Md., Buys, L., Ioppolo, G., Sabatini-Marques, J., da Costa, E.M., & Yun, J.J. (2018). Understanding ‘smart cities’: Intertwining development drivers with desired outcomes in a multidimensional framework. Cities, 81, 145–160. https://doi.org/10.1016/j.cities.2018.04.003
Yigitcanlar, T., & Kamruzzaman, Md. (2019). Smart Cities and Mobility: Does the Smartness of Australian Cities Lead to Sustainable Commuting Patterns? Journal of Urban Technology, 26(2), 21-46. https://doi.org/10.1080/10630732.2018.1476794
Yigitcanlar, T., Kamruzzaman, Md., Marcus Foth, M., Sabatini-Marquesd, J., Costad, E.d., & Ioppoloe, G. (2019). Can cities become smart without being sustainable? A systematic review of the literature. Sustainable Cities and Society 45, 348–365. https://doi.org/10.1016/j.scs.2018.11.033
Zanella, A., Bui, N., Castellani, A., Vangelista, L., & Zorzi, M. (2014). Internet of Things for Smart Cities. IEEE Internet of Things Journal, 1(1), 22–32. https://doi.org/10.1109/JIOT.2014.2306328
Zhang, X., Zhang, Q., Sun, T., Zoua, Y., & Chena, H. (2018). Evaluation of urban public transport priority performance based on the improved TOPSIS method: A case study of Wuhan. Sustainable Cities and Society, 43, 357–365. https://doi.org/10.1016/j.scs.2018.08.013
Zhu, J., Shen, Y., Song, Z., Zhou, D., Zhang, Z., & Kusiak, A. (2019). Data-driven building load profiling and energy management. Sustainable Cities and Society, 49, 101587. https://doi.org/10.1016/j.scs.2019.101587
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