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Smart City Ontologies and Their Applications: A Systematic Literature Review

Author

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  • Antonio De Nicola

    (ENEA-Centro Ricerche Casaccia, Via Anguillarese 301, 00123 Rome, Italy
    These authors contributed equally to this work.)

  • Maria Luisa Villani

    (ENEA-Centro Ricerche Casaccia, Via Anguillarese 301, 00123 Rome, Italy
    These authors contributed equally to this work.)

Abstract

The increasing interconnections of city services, the explosion of available urban data, and the need for multidisciplinary analysis and decision making for city sustainability require new technological solutions to cope with such complexity. Ontologies have become viable and effective tools to practitioners for developing applications requiring data and process interoperability, big data management, and automated reasoning on knowledge. We investigate how and to what extent ontologies have been used to support smart city services and we provide a comprehensive reference on what problems have been addressed and what has been achieved so far with ontology-based applications. To this purpose, we conducted a systematic literature review finalized to presenting the ontologies, and the methods and technological systems where ontologies play a relevant role in shaping current smart cities. Based on the result of the review process, we also propose a classification of the sub-domains of the city addressed by the ontologies we found, and the research issues that have been considered so far by the scientific community. We highlight those for which semantic technologies have been mostly demonstrated to be effective to enhance the smart city concept and, finally, discuss in more details about some open problems.

Suggested Citation

  • Antonio De Nicola & Maria Luisa Villani, 2021. "Smart City Ontologies and Their Applications: A Systematic Literature Review," Sustainability, MDPI, vol. 13(10), pages 1-40, May.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:10:p:5578-:d:556017
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    References listed on IDEAS

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    1. Andrew Nathaniel Forde & Mark S. Fox, 2017. "Residency and service towards a standard for representing telecommunications and innovation open data," International Journal of Innovation and Learning, Inderscience Enterprises Ltd, vol. 22(4), pages 407-423.
    2. Joanna Kott & Marek Kott, 2019. "Generic Ontology of Energy Consumption Households," Energies, MDPI, vol. 12(19), pages 1-19, September.
    3. Vivek Kumar Singh & Prashasti Singh & Mousumi Karmakar & Jacqueline Leta & Philipp Mayr, 2021. "The journal coverage of Web of Science, Scopus and Dimensions: A comparative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(6), pages 5113-5142, June.
    4. Antonio De Nicola & Gregorio D’Agostino, 2021. "Assessment of gender divide in scientific communities," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(5), pages 3807-3840, May.
    5. Shadi Shayan & Ki Pyung Kim & Tony Ma & Tan Hai Dang Nguyen, 2020. "The First Two Decades of Smart City Research from a Risk Perspective," Sustainability, MDPI, vol. 12(21), pages 1-20, November.
    6. Maria Panagiotopoulou & Margarita Kokla & Anastasia Stratigea, 2019. "Conceptualizing Small and Medium-Sized Smart Cities in the Mediterranean Region: An Ontological Approach," International Journal of E-Planning Research (IJEPR), IGI Global, vol. 8(4), pages 17-41, October.
    7. Julio Barbancho & Jorge Ropero & Joaquín Luque & Alejandro Caraballo & Carlos León, 2019. "Social Parking: Applying the Citizens as Sensors Paradigm to Parking Guidance and Information," Sustainability, MDPI, vol. 11(23), pages 1-19, November.
    8. Afnan MuhammadSalh AlSukhayri & Muhammad Ahtisham Aslam & Kawther Saeedi & Muhamad Sheraz Arshed Malik, 2020. "A Linked Open Data-Oriented Sustainable System for Transparency and Open Access to Government Data: A Case Study of the Public’s Response to Women’s Driving in Saudi Arabia," Sustainability, MDPI, vol. 12(20), pages 1-26, October.
    9. Ju, Jingrui & Liu, Luning & Feng, Yuqiang, 2018. "Citizen-centered big data analysis-driven governance intelligence framework for smart cities," Telecommunications Policy, Elsevier, vol. 42(10), pages 881-896.
    10. Anastasia Panori & Christina Kakderi & Panagiotis Tsarchopoulos, 2019. "Designing the Ontology of a Smart City Application for Measuring Multidimensional Urban Poverty," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(3), pages 921-940, September.
    11. Tan Yigitcanlar & Kevin C. Desouza & Luke Butler & Farnoosh Roozkhosh, 2020. "Contributions and Risks of Artificial Intelligence (AI) in Building Smarter Cities: Insights from a Systematic Review of the Literature," Energies, MDPI, vol. 13(6), pages 1-38, March.
    12. Balaji, Bharathan & Bhattacharya, Arka & Fierro, Gabriel & Gao, Jingkun & Gluck, Joshua & Hong, Dezhi & Johansen, Aslak & Koh, Jason & Ploennigs, Joern & Agarwal, Yuvraj & Bergés, Mario & Culler, Davi, 2018. "Brick : Metadata schema for portable smart building applications," Applied Energy, Elsevier, vol. 226(C), pages 1273-1292.
    13. Agnieszka Konys, 2018. "An Ontology-Based Knowledge Modelling for a Sustainability Assessment Domain," Sustainability, MDPI, vol. 10(2), pages 1-27, January.
    14. Ullah, Fahim & Qayyum, Siddra & Thaheem, Muhammad Jamaluddin & Al-Turjman, Fadi & Sepasgozar, Samad M.E., 2021. "Risk management in sustainable smart cities governance: A TOE framework," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    15. Alex Coletti & Antonio De Nicola & Maria Luisa Villani, 2016. "Building climate change into risk assessments," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 84(2), pages 1307-1325, November.
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