Proffering Ranks to the Smart Cities based on the Data Received from IoT Devices using Visualization Techniques

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Published: May 4, 2023
DOI: https://doi.org/10.17762/ijritcc.v11i4.6402
Keywords:
Smart-City, Fuzzy Mapping, Convolutional-Neural Network (CNN), Data Visualization, Folium Cluster

Main Article Content

Mahesh Kumar Thota
Research Scholar, Department of CSE, UVCE, Bangalore University Bengaluru, India
Prathibhavani P M
Assistant Professor, Department of CSE, UVCE, Bangalore University Bengaluru, India
Venugopal K R
Former VC, BU, Retired Professor, Department of CSE, UVCE, Bangalore University

Abstract

Innovative lifestyle in cities upgraded the smart infrastructure and sustainable significance in the countries worldwide. A new approach is proposed to analyze the smart-city indexing across the world based on the key features to proffer the city ranking. The key features like smart-mobility refers to the Intelligent movement of citizens, smart environment refers to improvement in the efficiency of inhabitance within the city, smart governance used in applying innovative technological implementation to provide service, smart economy refers to the improvement in various urban aspects and livelihood. Proposed approach focuses on classifying the smart innovative infrastructural implementation in the urban livelihood for city data visualization and proffering cluster ranks by validating the proffering with Convolutional-Neural Network (CNN). To collect the data, we used IoT sensors information by integrating the sensors of six feature metrics in city-hubs. The huge data collected from the sensors are utilized to perform the smart-city visualization. Data are analyzed using statistical procedure by grouping the similar data to applying folium cluster techniques and fuzzy mapping. A detailed description and analysis of smart indexing are grounded by proffering effectively, in addition the subsequent research analysis is recommended for the researchers.

Article Details

How to Cite
Thota, M. K. ., P M, P. ., & K R, V. . (2023). Proffering Ranks to the Smart Cities based on the Data Received from IoT Devices using Visualization Techniques. International Journal on Recent and Innovation Trends in Computing and Communication, 11(4), 204–214. https://doi.org/10.17762/ijritcc.v11i4.6402
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Vol. 11 No. 4 (2023): April (2023) Issue
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Articles

References

Sahoo, Bhaswati, Rabindra Narayana Behera, and Prasant Kumar Pattnaik. "A Comparative Analysis of Multi-Criteria Decision Making Techniques for Ranking of Attributes for e-Governance in India." International Journal of Advanced Computer Science and Applications 13, no. 3 (2022).

Marzouk, O.A., 2022. Compilation of Smart Cities Attributes and Quantitative Identification of Mismatch in Rankings. Journal of Engineering, 2022.

SZENDI, Dora. "THE ROLE OF SUSTAINABILITY DIMENSION IN THE SMART CITY STRATEGIES."

Samadi-Parviznejad, P., &Soltani, Z. (2022). Identifying and Evaluating Smart City Marketing Parameters (Case study: Tabriz). International journal of Innovation in Marketing Elements, 2(1), 35-50.

Attaran, H., Kheibari, N., &Bahrepour, D. (2022). Toward integrated smart city: a new model for implementation and design challenges. GeoJournal, 1-16.

Toh, Chai Keong. "Smart city indexes, criteria, indicators and rankings: An in?depth investigation and analysis." IET Smart Cities (2022).

Ntafalias, Aristotelis, Giorgos Papadopoulos, Panagiotis Papadopoulos, and AapoHuovila. "A comprehensive methodology for assessing the impact of smart city interventions: evidence from Espoo transformation process." Smart Cities 5, no. 1 (2022): 90-107.

Baran, Ma?gorzata, Monika K?os, Monika Chodorek, and Karolina Marchlewska-Patyk. "The Resilient Smart City Model–Proposal for Polish Cities." Energies 15, no. 5 (2022): 1818.

Tariq, Muhammad Atiq Ur Rehman, AlavaiolaFaumatu, Maha Hussein, Muhammad Laiq Ur Rahman Shahid, and Nitin Muttil. "Smart city-ranking of major Australian cities to achieve a smarter future." Sustainability 12, no. 7 (2020): 2797.

https://hub.beesmart.city/en/smart-city-indicators

Jucevi?ius, Robertas, Irena Patašien?, and Martynas Patašius. "Digital dimension of smart city: critical analysis." Procedia-Social and Behavioral Sciences 156 (2014): 146-150.

Molnar, A. (2021). Smart cities education: An insight into existing drawbacks. Telematics and Informatics, 57, 101509.

Prasad, Deepti, and Tooran Alizadeh. "What makes Indian cities smart? A policy analysis of smart cities mission." Telematics and Informatics 55 (2020): 101466.

Lnenicka, Martin, Anastasija Nikiforova, Mariusz Luterek, Otmane Azeroual, DandisonUkpabi, VisvaldisValtenbergs, and Renata Machova. "Transparency of open data ecosystems in smart cities: Definition and assessment of the maturity of transparency in 22 smart cities." Sustainable Cities and Society 82 (2022): 103906.

Akande, A., Cabral, P., Gomes, P. and Casteleyn, S., 2019. The Lisbon ranking for smart sustainable cities in Europe. Sustainable Cities and Society, 44, pp.475-487.

Jiang, Huaxiong, Stan Geertman, and Patrick Witte. "The contextualization of smart city technologies: An international comparison." Journal of Urban Management (2022).

Antwi-Afari, Prince, De-Graft Owusu-Manu, S. Thomas Ng, and George Asumadu. "Modeling the smartness or smart development levels of developing countries’ cities." Journal of Urban Management 10, no. 4 (2021): 369-381.

Abusaada, Hisham, and AbeerElshater. "Competitiveness, distinctiveness and singularity in urban design: A systematic review and framework for smart cities." Sustainable Cities and Society 68 (2021): 102782.

Mendes, Vinícius. "Climate smart cities? Technologies of climate governance in Brazil." Urban Governance (2022).

Adali, EsraAytaç, Gülin Zeynep Özta?, Tayfun Özta?, and Ay?egülTu?. "Assessment of European cities from a smartness perspective: An integrated grey MCDM approach." Sustainable Cities and Society 84 (2022): 104021.

Bak?c?, T., Almirall, E., & Wareham, J. (2013). A smart city initiative: the case of Barcelona. Journal of the knowledge economy, 4(2), 135-148.

Pašali?, Ivana Nin?evi?, Maja ?ukuši?, and Mario Jadri?. "Smart city research advances in Southeast Europe." International Journal of Information Management 58 (2021): 102127.

Paskaleva, Krassimira Antonova. "Enabling the smart city: The progress of city e-governance in Europe." International Journal of Innovation and regional development 1, no. 4 (2009): 405-422.

Martin, Chris J., James Evans, and Andrew Karvonen. "Smart and sustainable? Five tensions in the visions and practices of the smart-sustainable city in Europe and North America." Technological Forecasting and Social Change 133 (2018): 269-278.

Supangkat, SuhonoHarso, ArryAkhmad Arman, Ryan AdhityaNugraha, and YutiAriani Fatimah. "The implementation of Garuda Smart City framework for Smart City readiness mapping in Indonesia." Journal of Asia-Pacific Studies 32, no. 4 (2018): 169-176.

Mahesa, R., Yudoko, G., &Anggoro, Y. (2019). Dataset on the sustainable smart city development in Indonesia. Data in brief, 25, 104098.

Susanti, Retno, SugionoSoetomo, Imam Buchori, and P. M. Brotosunaryo. "Smart growth, smart city and density: In search of the appropriate indicator for residential density in Indonesia." Procedia-Social and Behavioral Sciences 227 (2016): 194-201.

Herdiyanti, Anisah, PalupiSekarHapsari, and Tony Dwi Susanto. "Modelling the smart governance performance to support smart city program in Indonesia." Procedia Computer Science 161 (2019): 367-377.

Watson, V. (2015). The allure of ‘smart city’rhetoric: India and Africa. Dialogues in Human Geography, 5(1), 36-39.

Das, Dillip, and Fidelis Emuze. "Smart city perspectives of Bloemfontein, South Africa." Journal of Construction Project Management and Innovation 4, no. 2 (2014): 930-949.

Söderström, O., Blake, E., & Odendaal, N. (2021). More-than-local, more-than-mobile: The smart city effect in South Africa. Geoforum, 122, 103-117.

Backhouse, Judy. "Smart city agendas of African cities." In Proceedings of 1st African Conference on Information Systems and Technology (ACIST), Accra, pp. 7-8. 2015.

Salin, A. S. A. P., and Zubaidah Zainal Abidin. "Information and communication technologies and local governance trend–A case study of a smart city in Malaysia." In International Conference on Business and Economics Research, Kuala Lumpur, Malaysia. 2011.

Yau, K.L.A., Lau, S.L., Chua, H.N., Ling, M.H., Iranmanesh, V. and Kwan, S.C.C., 2016, February. Greater Kuala Lumpur as a smart city: A case study on technology opportunities. In 2016 8th International Conference on Knowledge and Smart Technology (KST) (pp. 96-101). IEEE.

Yau, K-LA, Sian Lun Lau, Maclen Wong Quan Lin, and Muzahid Shah Abdul Rahman. "Towards a smart city: the case of greater Kuala Lumpur in Malaysia." (2014): 01-6.

Bhati, Abhishek, Michael Hansen, and Ching Man Chan. "Energy conservation through smart homes in a smart city: A lesson for Singapore households." Energy Policy 104 (2017): 230-239.

Cavada, Marianna, Miles R. Tight, and Christopher DF Rogers. "A smart city case study of Singapore—Is Singapore truly smart?." In Smart City Emergence, pp. 295-314. Elsevier, 2019.

Chang, Fiona, and Diganta Das. "Smart nation Singapore: Developing policies for a citizen-oriented smart city initiative." In Developing national urban policies, pp. 425-440. Springer, Singapore, 2020.

Tay, K.C., Supangkat, S.H., Cornelius, G. and Arman, A.A., 2018, October. The SMART initiative and the Garuda smart city framework for the development of smart cities. In 2018 international conference on ICT for smart society (ICISS) (pp. 1-10). IEEE.

Allam, Zaheer. Urban governance and smart city planning: Lessons from Singapore. Emerald Group Publishing, 2020.

Tan, Si Ying, and ArazTaeihagh. "Smart city governance in developing countries: A systematic literature review." sustainability 12, no. 3 (2020): 899.

Bhattacharya, Tania Ray, Anindya Bhattacharya, Benjamin Mclellan, and Tetsuo Tezuka. "Sustainable smart city development framework for developing countries." Urban Research & Practice 13, no. 2 (2020): 180-212.

Joia LA, Kuhl A. Smart city for development: A conceptual model for developing countries. InInternational conference on social implications of computers in developing countries 2019 May 1 (pp. 203-214). Springer, Cham.

Hamza, K., 2016. Smart city implementation framework for developing countries: The case of Egypt. In Smarter as the New Urban Agenda (pp. 171-187). Springer, Cham.

Moosavi, M.S., 2018. The smart city; challenges and opportunities in developing countries. Iranian Online Journal of Urban Research, 3(1), pp.1-5.

Achmad, K.A., Nugroho, L.E. and Djunaedi, A., 2018, August. Smart city for development: towards a conceptual framework. In 2018 4th International Conference on Science and Technology (ICST) (pp. 1-6). IEEE.

Wireko, Joseph K., and Knud E. Skouby. "Transition to e-government in Developing countries: The Case of Driver and Vehicle Licensing Authority (DVLA) e-Service Smart City Initiatives in Ghana." (2016).

Iqbal, Muhammad. "Smart city in practice: Learn from Taipei City." Journal of Governance and Public Policy 8, no. 1 (2021): 50-59.