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Application of a Smart City Model to a Traditional University Campus with a Big Data Architecture: A Sustainable Smart Campus

Author

Listed:
  • William Villegas-Ch

    (Escuela de Ingeniería en Tecnologías de la Información, FICA, Universidad de Las Américas, 170125 Quito, Ecuador)

  • Xavier Palacios-Pacheco

    (Departamento de Sistemas, Universidad Internacional del Ecuador, 170411 Quito, Ecuador)

  • Sergio Luján-Mora

    (Departamento de Lenguajes y Sistemas Informáticos, Universidad de Alicante, 03690 Alicante, Spain)

Abstract

Currently, the integration of technologies such as the Internet of Things and big data seeks to cover the needs of an increasingly demanding society that consumes more resources. The massification of these technologies fosters the transformation of cities into smart cities. Smart cities improve the comfort of people in areas such as security, mobility, energy consumption and so forth. However, this transformation requires a high investment in both socioeconomic and technical resources. To make the most of the resources, it is important to make prototypes capable of simulating urban environments and for the results to set the standard for implementation in real environments. The search for an environment that represents the socioeconomic organization of a city led us to consider universities as a perfect environment for small-scale testing. The proposal integrates these technologies in a traditional university campus, mainly through the acquisition of data through the Internet of Things, the centralization of data in proprietary infrastructure and the use of big data for the management and analysis of data. The mechanisms of distributed and multilevel analysis proposed here could be a powerful starting point to find a reliable and efficient solution for the implementation of an intelligent environment based on sustainability.

Suggested Citation

  • William Villegas-Ch & Xavier Palacios-Pacheco & Sergio Luján-Mora, 2019. "Application of a Smart City Model to a Traditional University Campus with a Big Data Architecture: A Sustainable Smart Campus," Sustainability, MDPI, vol. 11(10), pages 1-28, May.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:10:p:2857-:d:232621
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    References listed on IDEAS

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    1. Martín Bascopé & Paolo Perasso & Kristina Reiss, 2019. "Systematic Review of Education for Sustainable Development at an Early Stage: Cornerstones and Pedagogical Approaches for Teacher Professional Development," Sustainability, MDPI, vol. 11(3), pages 1-16, January.
    2. Saber Talari & Miadreza Shafie-khah & Pierluigi Siano & Vincenzo Loia & Aurelio Tommasetti & João P. S. Catalão, 2017. "A Review of Smart Cities Based on the Internet of Things Concept," Energies, MDPI, vol. 10(4), pages 1-23, March.
    3. Irina Bogdana Pugna & Adriana Duțescu & Oana Georgiana Stănilă, 2019. "Corporate Attitudes towards Big Data and Its Impact on Performance Management: A Qualitative Study," Sustainability, MDPI, vol. 11(3), pages 1-26, January.
    4. Winger Sei-Wo Tseng & Chih-Wei Hsu, 2019. "A Smart, Caring, Interactive Chair Designed for Improving Emotional Support and Parent-Child Interactions to Promote Sustainable Relationships Between Elderly and Other Family Members," Sustainability, MDPI, vol. 11(4), pages 1-32, February.
    5. Jeongju Lee & Hae-Deok Song & Ah Jeong Hong, 2019. "Exploring Factors, and Indicators for Measuring Students’ Sustainable Engagement in e-Learning," Sustainability, MDPI, vol. 11(4), pages 1-12, February.
    6. Matthias Barth & Simon Burandt, 2013. "Adding the “e-” to Learning for Sustainable Development: Challenges and Innovation," Sustainability, MDPI, vol. 5(6), pages 1-14, June.
    7. TaeYoung Kim & JongBeom Lim, 2019. "Designing an Efficient Cloud Management Architecture for Sustainable Online Lifelong Education," Sustainability, MDPI, vol. 11(6), pages 1-17, March.
    8. Lin Ma & Yuefan Zhai & Tian Wu, 2019. "Operating Charging Infrastructure in China to Achieve Sustainable Transportation: The Choice between Company-Owned and Franchised Structures," Sustainability, MDPI, vol. 11(6), pages 1-22, March.
    9. Shannon, Tya & Giles-Corti, Billie & Pikora, Terri & Bulsara, Max & Shilton, Trevor & Bull, Fiona, 2006. "Active commuting in a university setting: Assessing commuting habits and potential for modal change," Transport Policy, Elsevier, vol. 13(3), pages 240-253, May.
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    Cited by:

    1. Mohammed Alnahhal†& Omar Antar & Ahmad Sakhrieh & Muataz Al Hazza, 2024. "Analyzing Energy Consumption in Universities: A Literature Review," International Journal of Energy Economics and Policy, Econjournals, vol. 14(3), pages 18-27, May.
    2. William Villegas-Ch & Xavier Palacios-Pacheco & Milton Román-Cañizares, 2020. "An Internet of Things Model for Improving Process Management on University Campus," Future Internet, MDPI, vol. 12(10), pages 1-16, September.
    3. Ayad Ghany Ismaeel & Jereesha Mary & Anitha Chelliah & Jaganathan Logeshwaran & Sarmad Nozad Mahmood & Sameer Alani & Akram H. Shather, 2023. "Enhancing Traffic Intelligence in Smart Cities Using Sustainable Deep Radial Function," Sustainability, MDPI, vol. 15(19), pages 1-24, October.
    4. Jonek-Kowalska, Izabela & Musioł-Urbańczyk, Anna & Podgórska, Marzena & Wolny, Maciej, 2021. "Does motivation matter in evaluation of research institutions? Evidence from Polish public universities," Technology in Society, Elsevier, vol. 67(C).
    5. William Villegas-Ch. & Santiago Criollo-C & Walter Gaibor-Naranjo & Xavier Palacios-Pacheco, 2022. "Analysis of Data from Surveys for the Identification of the Factors That Influence the Migration of Small Companies to eCommerce," Future Internet, MDPI, vol. 14(11), pages 1-22, October.
    6. William Villegas-Ch & Adrián Arias-Navarrete & Xavier Palacios-Pacheco, 2020. "Proposal of an Architecture for the Integration of a Chatbot with Artificial Intelligence in a Smart Campus for the Improvement of Learning," Sustainability, MDPI, vol. 12(4), pages 1-20, February.
    7. William Villegas-Ch & Jhoann Molina-Enriquez & Carlos Chicaiza-Tamayo & Iván Ortiz-Garcés & Sergio Luján-Mora, 2019. "Application of a Big Data Framework for Data Monitoring on a Smart Campus," Sustainability, MDPI, vol. 11(20), pages 1-15, October.
    8. Vian Ahmed & Karam Abu Alnaaj & Sara Saboor, 2020. "An Investigation into Stakeholders’ Perception of Smart Campus Criteria: The American University of Sharjah as a Case Study," Sustainability, MDPI, vol. 12(12), pages 1-24, June.
    9. William Villegas-Ch. & Milton Roman-Cañizares & Santiago Sánchez-Viteri & Joselin García-Ortiz & Walter Gaibor-Naranjo, 2021. "Analysis of the State of Learning in University Students with the Use of a Hadoop Framework," Future Internet, MDPI, vol. 13(6), pages 1-25, May.
    10. Susie Ruqun WU & Gabriela Shirkey & Ilke Celik & Changliang Shao & Jiquan Chen, 2022. "A Review on the Adoption of AI, BC, and IoT in Sustainability Research," Sustainability, MDPI, vol. 14(13), pages 1-25, June.
    11. Francisco Maciá Pérez & José Vicente Berna Martínez & Iren Lorenzo Fonseca, 2021. "Modelling and Implementing Smart Universities: An IT Conceptual Framework," Sustainability, MDPI, vol. 13(6), pages 1-26, March.
    12. De Jong, Martin & Joss, Simon & Taeihagh, Araz, 2024. "Smart cities as spatial manifestations of 21st century capitalism," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    13. Hawon Chu & Jaeseong Kim & Seounghyeon Kim & Young-Kyoon Suh & Ryong Lee & Rae-Young Jang & Minwoo Park, 2020. "ST-Trie: A Novel Indexing Scheme for Efficiently Querying Heterogeneous, Spatiotemporal IoT Data," Sustainability, MDPI, vol. 12(22), pages 1-21, November.
    14. Agustín Zaballos & Alan Briones & Alba Massa & Pol Centelles & Víctor Caballero, 2020. "A Smart Campus’ Digital Twin for Sustainable Comfort Monitoring," Sustainability, MDPI, vol. 12(21), pages 1-33, November.
    15. Yeimi Xiomara Holguín Rengifo & Juan Felipe Herrera Vargas & Alejandro Valencia-Arias, 2023. "Proposal for a Comprehensive Tool to Measure Smart Cities under the Triple-Helix Model: Capacities Learning, Research, and Development," Sustainability, MDPI, vol. 15(18), pages 1-21, September.
    16. Israel Edem Agbehadji & Bankole Osita Awuzie & Alfred Beati Ngowi, 2021. "COVID-19 Pandemic Waves: 4IR Technology Utilisation in Multi-Sector Economy," Sustainability, MDPI, vol. 13(18), pages 1-20, September.
    17. Badr Alsamani & Samir Chatterjee & Ali Anjomshoae & Peter Ractham, 2022. "Smart Space Design–A Framework and an IoT Prototype Implementation," Sustainability, MDPI, vol. 15(1), pages 1-27, December.
    18. William Villegas-Ch & Xavier Palacios-Pacheco & Milton Román-Cañizares, 2020. "Integration of IoT and Blockchain to in the Processes of a University Campus," Sustainability, MDPI, vol. 12(12), pages 1-21, June.
    19. Mochamad Arief Budihardjo & Bimastyaji Surya Ramadan & Soraya Annisa Putri & Indah Fajarini Sri Wahyuningrum & Fadel Iqbal Muhammad, 2021. "Towards Sustainability in Higher-Education Institutions: Analysis of Contributing Factors and Appropriate Strategies," Sustainability, MDPI, vol. 13(12), pages 1-14, June.
    20. Li Zhao & Zhi-ying Tang & Xin Zou, 2019. "Mapping the Knowledge Domain of Smart-City Research: A Bibliometric and Scientometric Analysis," Sustainability, MDPI, vol. 11(23), pages 1-28, November.

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