IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v11y2019i10p2857-d232621.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/11/10/2857/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/11/10/2857/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    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. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. 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.
    3. 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).
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Teen-Hang Meen & Charles Tijus & Jui-Che Tu, 2019. "Selected Papers from the Eurasian Conference on Educational Innovation 2019," Sustainability, MDPI, vol. 11(23), pages 1-12, December.
    2. Savas Pamuk & Rıdvan Elmas & Yakup Saban, 2022. "A Modeling Study on Science Teachers’ Sustainable Development Knowledge, Attitudes and Practices," Sustainability, MDPI, vol. 14(16), pages 1-14, August.
    3. Xiaodan Zhou & Ling-Hsiu Chen & Chin-Ling Chen, 2019. "Collaborative Learning by Teaching: A Pedagogy between Learner-Centered and Learner-Driven," Sustainability, MDPI, vol. 11(4), pages 1-14, February.
    4. Marsal-Llacuna, Maria-Lluïsa, 2018. "Future living framework: Is blockchain the next enabling network?," Technological Forecasting and Social Change, Elsevier, vol. 128(C), pages 226-234.
    5. Selima Sultana & Hyojin Kim & Nastaran Pourebrahim & Firoozeh Karimi, 2018. "Geographical Assessment of Low-Carbon Transportation Modes: A Case Study from a Commuter University," Sustainability, MDPI, vol. 10(8), pages 1-23, August.
    6. Jorge Rojo-Ramos & Fernando Manzano-Redondo & Sabina Barrios-Fernandez & Miguel Angel García-Gordillo & José Carmelo Adsuar, 2021. "Early Childhood Education Teachers’ Perception of Outdoor Learning Activities in the Spanish Region of Extremadura," Sustainability, MDPI, vol. 13(16), pages 1-12, August.
    7. Zhou, Jiangping, 2012. "Sustainable commute in a car-dominant city: Factors affecting alternative mode choices among university students," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1013-1029.
    8. Allen, Jeff & Farber, Steven, 2018. "An Examination of Time-Use and Transportation Barriers to On-Campus Participation of University Students," SocArXiv q652t, Center for Open Science.
    9. Khaled Assi & Uneb Gazder & Ibrahim Al-Sghan & Imran Reza & Abdullah Almubarak, 2020. "A Nested Ensemble Approach with ANNs to Investigate the Effect of Socioeconomic Attributes on Active Commuting of University Students," IJERPH, MDPI, vol. 17(10), pages 1-17, May.
    10. Gleb V. Savin, 2021. "The smart city transport and logistics system: Theory, methodology and practice," Upravlenets, Ural State University of Economics, vol. 12(6), pages 67-86, October.
    11. Naser Hossein Motlagh & Mahsa Mohammadrezaei & Julian Hunt & Behnam Zakeri, 2020. "Internet of Things (IoT) and the Energy Sector," Energies, MDPI, vol. 13(2), pages 1-27, January.
    12. Bumho Lee & Jinwoo Kim, 2023. "Managing Social Presence in Collaborative Learning with Agent Facilitation," Sustainability, MDPI, vol. 15(7), pages 1-26, April.
    13. Bernardo Tabuenca & Marco Kalz & Ansje Löhr, 2019. "Massive Open Online Education for Environmental Activism: The Worldwide Problem of Marine Litter," Sustainability, MDPI, vol. 11(10), pages 1-16, May.
    14. Diogo Abrantes & Marta Campos Ferreira & Paulo Dias Costa & Joana Hora & Soraia Felício & Teresa Galvão Dias & Miguel Coimbra, 2023. "A New Perspective on Supporting Vulnerable Road Users’ Safety, Security and Comfort through Personalized Route Planning," IJERPH, MDPI, vol. 20(4), pages 1-24, February.
    15. Roberto Battistini & Luca Mantecchini & Maria Nadia Postorino, 2020. "Users’ Acceptance of Connected and Automated Shuttles for Tourism Purposes: A Survey Study," Sustainability, MDPI, vol. 12(23), pages 1-17, December.
    16. Seung-Min Jung & Sungwoo Park & Seung-Won Jung & Eenjun Hwang, 2020. "Monthly Electric Load Forecasting Using Transfer Learning for Smart Cities," Sustainability, MDPI, vol. 12(16), pages 1-20, August.
    17. Tidarat Luangrungruang & Urachart Kokaew, 2022. "E-Learning Model to Identify the Learning Styles of Hearing-Impaired Students," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
    18. Aliaksandr Malokin & Giovanni Circella & Patricia L. Mokhtarian, 2021. "Do millennials value travel time differently because of productive multitasking? A revealed-preference study of Northern California commuters," Transportation, Springer, vol. 48(5), pages 2787-2823, October.
    19. Lavery, T.A. & Páez, A. & Kanaroglou, P.S., 2013. "Driving out of choices: An investigation of transport modality in a university sample," Transportation Research Part A: Policy and Practice, Elsevier, vol. 57(C), pages 37-46.
    20. Changzheng Yuan & Yangbo Sun & Jun Lv & Anne C. Lusk, 2017. "Cycle Tracks and Parking Environments in China: Learning from College Students at Peking University," IJERPH, MDPI, vol. 14(8), pages 1-14, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:11:y:2019:i:10:p:2857-:d:232621. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.