Tendencias en producción científica en el uso del Internet de las Cosas en servicios de restaurantes. Un enfoque bibliométrico

Trends in scientific production in the use of the Internet of Things in restaurant services. A bibliometric approach

Contenido principal del artículo

Natalia Andrea Zapata Montoya
Mayra Alejandra Quiroz
Johan Esteban López Muñoz
Orfa Nidia Patiño Toro
Jackeline Valencia Arias

Resumen

Industria 4.0 e Internet de las Cosas (IoT) han revolucionado la forma de gestionar procesos en organizaciones, incluidos los restaurantes. El objetivo es identificar tendencias en producción científica en uso del IoT en servicios de restaurantes. Se realiza revisión de literatura en Scopus para construir indicadores de cantidad y estructura. Los resultados resaltan creciente investigación y difusión, particularmente en India, Estados Unidos, China y Emiratos Árabes, por diferentes autores e instituciones. Las tendencias investigativas se asocian con el uso, automatización y enrutamiento de dispositivos móviles inteligentes, interconexión mediada por IoT en ciudades inteligentes, utilización de datos procedentes de la Web, implementación de redes neuronales para generar recomendaciones, gestión de residuos, aprendizaje automático y la aplicación del IoT en servicios industriales. Se concluye que los beneficios se reflejan en mayor toma de decisiones y productividad, control de inventario, reducción de deshechos, ahorro de costos y mejora en experiencia del cliente. 

Palabras clave:

Descargas

Los datos de descargas todavía no están disponibles.

Detalles del artículo

Referencias (VER)

Alam, K., Islam, F., Golam, S., & Nayen, M. (2021). Smart food service system for future restaurant using overhead crane. 2021 IEEE International IOT, Electronics and Mechatronics Conference, IEMTRONICS 2021 - Proceedings. https://doi.org/10.1109/IEMTRONICS52119.2021.9422492

Amézquita, J., Martínez, D., Martínez, J. y Maza, F. (2011). Bibliometría, Infometría y Cienciometría (Ediciones Unicartagena). https://repositorio.unicartagena.edu.co/bitstream/handle/11227/245/modulo%20%20CTS%20No4-cienciometria.pdf?sequence=1&isAllowed=y

Angelova, N., Kiryakova, G., & Yordanova, L. (2017). The great impact of internet of things on business. Trakia Journal of Science, 15(Suppl.1), 406-412. https://doi.org/10.15547/tjs.2017.s.01.068

Ávila, W. (2013). Hacia una reflexión histórica de las TIC. Hallazgos, 10(1794–3841), 213-233. https://www.redalyc.org/pdf/4138/413835217013.pdf

Benjamin, D. (5 de mayo de 2018). How the Internet of Things Is Connecting the Restaurant Kitchen. Upserve. https://upserve.com/restaurant-insider/the-future-of-food-the-internet-of-things-and-the-connected-restaurant-kitchen/

Bhagat, A. (2020). Top 10 Ways Internet of Things Can Be Used By Restaurants. Finoit (Blog). https://www.finoit.com/blog/top-10-ways-internet-of-things-can-be-used-by-restaurants/

Bhatia, M., & Manocha, A. (2022). Cognitive Framework of Food Quality Assessment in IoT-Inspired Smart Restaurants. IEEE Internet of Things Journal, 9(9), 6350-6358. https://doi.org/10.1109/JIOT.2020.3001447

Bordons, M., y Zulueta, M. (1999). Evaluación de la actividad científica a través de indicadores bibliométricos. Revista Espa de Cardiologia, 52(10), 790-800. https://doi.org/DOI: 10.1016/S0300-8932(99)75008-6

BusinessWire. (18 de febrero de 2020). Worldwide ICT Spending to Reach $4.3 Trillion in 2020 Led by Investments in Devices, Applications, and IT Services, According to a New IDC Spending Guide. https://www.businesswire.com/news/home/20200218005150/en/Worldwide-ICT-Spending-to-Reach-4.3-Trillion-in-2020-Led-by-Investments-in-Devices-Applications-and-IT-Services-According-to-a-New-IDC-Spending-Guide

Cohen, R. (2011). Internet history. International Journal of Technoethics, 2(2), 45-64. https://doi.org/10.4018/jte.2011040104

Coquillat, D. (marzo 17 de 2016). Cómo “Internet de las Cosas” ya afecta a los restaurantes. Internet de Las Cosas. https://www.diegocoquillat.com/fr/como-internet-de-las-cosas-ya-afecta-a-los-restaurantes/

Corporación Ruta N. (2019). En Medellín se inauguró el centro parala cuarta revolución industrial.

Dahlqvist, F., Patel, M., Rajko, A., & Shulman, J. (22 de julio de 2019). Growing opportunities in the Internet of Things. Mckinsey & Company. https://www.mckinsey.com/industries/private-equity-and-principal-investors/our-insights/growing-opportunities-in-the-internet-of-things

DANE. (2020). Producto Interno Bruto (PIB). https://www.dane.gov.co/index.php/estadisticas-por-tema/cuentas-nacionales/cuentas-nacionales-anuales

Dass, R. (9 de septiembre de 2018). 6 Ways to Reshape Your Kitchen Using IoT. Medium. https://medium.com/@ritidass29/6-ways-to-reshape-your-kitchen-using-iot-b94727bdb2a3

Deloitte University Press y DEC. (2016). Lo que nos dice el cliente es la principal fuente de crecimiento. Estudio sobre el desarrollo de la operatividad de la experiencia del cliente en el mercado colombiano. https://asociaciondec.org/wp-content/uploads/2017/04/Estudio-Desarrollo-de-la-operatividad-CX-Colombia.compressed.pdf

Deng, B., Li, S., Zhang, B., Wang, F., Li, D., & Lin, H. (2019). Iot Intelligent Restaurant System Design. International Conference on Computer Science and Application Engineering, CSAE 2019. https://doi.org/10.1145/3331453.3361284

Deng, Baoqing, Wang, F., Zhang, B., Li, D., Li, S., & Lin, H. (2019, October). Internet of things smart restaurant design scheme. ACM International Conference Proceeding Series. https://doi.org/10.1145/3331453.3361283

Dutta, J., & Roy, S. (2017). IoT-fog-cloud based architecture for smart city: Prototype of a smart building. 2017 7th International Conference on Cloud Computing, Data Science & Engineering - Confluence, 237-242. https://doi.org/10.1109/CONFLUENCE.2017.7943156

García, J. y Villa, E. (2018). Análisis de las principales tendencias de innovación en Nanotecnologías de alimentos: Una aproximación a su estudio a partir de Vigilancia Tecnológica. Revista CEA, 4(8), 95-115. https://revistas.itm.edu.co/index.php/revista-cea/article/view/1118

Gartner. (s.f.). Internet Of Things: Unlocking True Digital Business Potential. Leverage IoT strategy to innovate and differentiate. https://www.gartner.com/en/information-technology/insights/internet-of-things

Guidini, T., & Cavalcanti, A. (2019). Development process for intelligent user interfaces: an initial approach. SBQS’19: Proceedings of the XVIII Brazilian Symposium on Software Quality, 210-215. https://doi.org/https://doi.org/10.1145/3364641.3364665

Haghighi, B., Othman, M., & Hashim, F. H. (2011). Internet Addiction and dependency: A case study in UNITEN, Malaysia. ICIMU 2011 : Proceedings of the 5th International Conference on Information Technology & Multimedia, 1-4. https://doi.org/10.1109/ICIMU.2011.6122744

Hassan, S., Lei, S., Ali, M., Doronin, D., & Hussain, S. (2020). Prosumption: bibliometric analysis using HistCite and VOSviewer. Kybernetes, 49(3), 1020-1045. https://doi.org/https://doi.org/10.1108/K-12-2018-0696

Hassenzahl, M. (2008). User experience (UX): towards an experiential perspective on product quality. IHM ’08: Proceedings of the 20th Conference on l’Interaction Homme-Machine, 11-15. https://doi.org/https://doi.org/10.1145/1512714.1512717

Hernández, D, Mazon, B. y Escudero, C. (2018). Internet de las cosas (IoT). En Ramírez y Mazon (Eds.). Análisis de datos agropecuaarios. (pp. 72-100). UTMACH. http://repositorio.utmachala.edu.ec/bitstream/48000/14460/1/CAP-3.InternetDeLasCosas.pdf

Hernández, V., Sans, N., Jové, M. & Reverter-Masia, J. (2016). Comparación entre Web of Science y Scopus, Estudio Bibliométrico de las Revistas de Anatomía y Morfología. Revista Internacional de Morfología, 34(4), 1369-1377. https://doi.org/http://dx.doi.org/10.4067/S0717-95022016000400032

Holdowsky, J., Mahto, M., Raynor, M, & Cotteleer, M. (2015). Inside the Internet of Things (IoT). A primer on the technologies building the IoT. Deloitte University Press. https://www2.deloitte.com/content/dam/insights/us/articles/iot-primer-iot-technologies-applications/DUP_1102_InsideTheInternetOfThings.pdf

Hoyer, W., Kroschke, M., Schmitt, B., Kraume, K., & Shankar, V. (2020). Transforming the Customer Experience Through New Technologies. Journal of Interative Marketing, 51, 57-71. https://doi.org/10.1016/j.intmar.2020.04.001

Hsu, W., Jhuang, J., Huang, C., Liang, C., & Shiau, Y. (2019). Application of Internet of Things in a kitchen fire prevention system. Applied Sciences (Switzerland), 9(17), 3520. https://doi.org/10.3390/app9173520

Ibarra, L., Woolfolk, L., Meza, B. y Gelain, E. (2020). Evaluación de la calidad en el servicio: una aplicación práctica en un establecimiento de Café. Revista CEA, 6(11), 89-107. https://doi.org/10.22430/24223182.1430

Iio, J. (2020). What Are the Differences Between Good and Poor User Experience? In J. L. Czarnowski I., Howlett R. (Ed.). International Conference on Intelligent Decision Technologies IDT 2020: Intelligent Decision Technologies. Springer Singapore. https://doi.org/https://doi.org/10.1007/978-981-15-5925-9_38

International Data Corporation (IDC). (2020). IDC - Global ICT Spending Forecast 2020 – 2023. https://www.idc.com/promo/global-ict-spending/forecast#:~:text=In%202021%20through%202023%2C%20overall,see%20growth%20that%20tracks%20GDP.

Jain, P., Chawla, P., Masud, M., Mahajan, S., & Pandit, A. (2022). Automated identification algorithm using cnn for computer vision in smart refrigerators. Computers, Materials and Continua, 71(2), 3337-3353. https://doi.org/10.32604/cmc.2022.023053

Jamieson, D. (2019). Why restaurants should implement the Internet of Things. Restaurant Dive News. https://www.restaurantdive.com/news/why-restaurants-should-implement-the-internet-of-things/552656/

Lambarry, F., & Moreno, J. C. (2020). Red de coautoría de investigadores de Ciencias Políticas en México. Redes. Revista Hispana Para El Análisis de Redes Sociales, 31(2), 104-115. https://doi.org/10.5565/rev/redes.886

Lauria, G. (2020). ¿Cómo mejorar la experiencia de usuarios a través de la tecnología? (Blog). https://blog.debmedia.com/experiencia-de-usuarios/

Lawal, K., & Rafsanjani, H. (2022). Trends, benefits, risks, and challenges of IoT implementation in residential and commercial buildings. Energy and Built Environment, 3(3), 251-266. https://doi.org/10.1016/j.enbenv.2021.01.009

Lee, C., Hanham, J., Kannangara, K., & Qi, J. (2021). Exploring user experience of digital pen and tablet technology for learning chemistry: applying an activity theory lens. Heliyon, 7(1), e06020. https://doi.org/https://doi.org/10.1016/j.heliyon.2021.e06020

Markets and Markets. (2019). Industry 4.0 Market worth $156.6 billion by 2024. https://www.marketsandmarkets.com/PressReleases/industry-4.asp

Mas, A., Modak, N., Merigó, J., Roig, N., Geraci, M., & Capecchi, V. (2019). Half a century of Quality & Quantity: a bibliometric review. Quality & Quantity, 53(2), 981-1020. https://doi.org/10.1007/s11135-018-0799-1

Matyushok, V., Krasavina, V., Berezin, A., & Sendra, J. (2020). The global economy in technological transformation conditions: A review of modern trends. Economic Research-Ekonomska Istrazivanja . https://doi.org/10.1080/1331677X.2020.1844030

Ministerio de Tecnologías de la Información y las Comunicaciones (MinTIC). (2019). Aspectos Básicos de la Industria 4.0. https://colombiatic.mintic.gov.co/679/articles-124767_recurso_1.pdf

Mordor Intelligence. (2020). Internet of Things (IOT) Market- Growth, Trends, Forecasts (2020 - 2025).

Neethirajan, S., & Kemp, B. (2021). Digital Livestock Farming. Sensing and Bio-Sensing Research, 32. https://doi.org/https://doi.org/10.1016/j.sbsr.2021.100408

Neto, M., Montagna, G., & Santos, L. (2018). The Role of Human Factors in Surface Design. In S. M. Rebelo F. (Ed.). International Conference on Applied Human Factors and Ergonomics AHFE 2017: Advances in Ergonomics in Design. (pp. 293-302). Springer, Cham. https://doi.org/https://doi.org/10.1007/978-3-319-60582-1_29

Odacı, H., & Kalkan, M. (2010). Problematic Internet use, loneliness and dating anxiety among young adult university students. Computers & Education, 55(3), 1091-1097. https://doi.org/https://doi.org/10.1016/j.compedu.2010.05.006

Pereira, L., Aguiar, V., & Vasconcelos, F. (2021). FIKWater: A water consumption dataset from three restaurant kitchens in Portugal. Data 2021, 6(3), 1-10. https://doi.org/10.3390/data6030026

Perianes, A., Waltman, L., & van Eck, N. (2016). Constructing bibliometric networks: A comparison between full and fractional counting. Journal of Informetrics, 10(4), 1178-1195. https://doi.org/10.1016/j.joi.2016.10.006

SAS Institute Inc. (2019). Internet of Things (IoT) What it is and why it matters. https://www.sas.com/en_us/insights/big-data/internet-of-things.html#:~:text=The%20Internet%20of%20Things%20(IoT,some%20cases%2C%20act%20on%20it.

Shraddha, S., Snehal, S., Ameya, C., & Rahul, T. (2016). Mart kitchen using IOT. International Journal of Advanced Research in Computer Engineering & Technology (IJARCET, 5(5). https://docplayer.net/63316749-Smart-kitchen-using-iot.html

Swift Sensors. (2021, June). Remote Temperature Monitoring for Food Service . Food Service.

Turner, A., & Newman, J. (1998). An introduction to biosensor. In T.W. Gateshead (Ed). Biosensor for Food Analysis. (pp. 13-27). Athaeneum Press Ltd. United Kingdom.

WatchNETIoT. (2021, June). IoT for Restaurants and Food Industry. Solution by Industry.

Weiqiang, Z., Liang, W., Jingyi, X., Ziquin, Z., Yibin, Y., Minhu, S., Jianfang, G., Ting, H., Ke, D., Peng, T., Yiyang, X., & Qi, G. (2018). Restaurante inteligente universitario basado en tecnología Internet of Things (Patent No. 108427999).

Wen, Z., Hu, S., De Clercq, D., Beck, M. B., Zhang, H., Zhang, H., Fei, F., & Liu, J. (2017). Design, implementation, and evaluation of an Internet of Things (IoT) network system for restaurant food waste management. Waste Management, 73, 26–38. https://doi.org/10.1016/j.wasman.2017.11.054

Wen, Z., Hu, S., De Clercq, D., Beck, M. B., Zhang, H., Zhang, H., Fei, F., & Liu, J. (2018). Design, implementation, and evaluation of an Internet of Things (IoT) network system for restaurant food waste management. Waste Management, 73, 26–38. https://doi.org/10.1016/j.wasman.2017.11.054

Wu, Y., Huang, P., Huang, W., & Li, J. (2017). Sistema de análisis de datos de restaurantes basado en aprendizaje automático e Internet de las cosas (Patent No. 106920123).

Zhang, X., Afsharizand, B., Essink, W., Newman, S. T., & Nassehi, A. (2014). A STEP-compliant Method for Manufacturing Knowledge Capture. Procedia CIRP, 20, 103-108. https://doi.org/https://doi.org/10.1016/j.procir.2014.05.038

Zhanqiang, L. (2019). Plataforma de datos sinérgicos de restaurante inteligente basada en la tecnología de Internet de las cosas (Patent No. 109214718).

Zingg, R., Andermatt, P., Mazloumian, A., & Rosenthal, M. (2021). Smart Food Waste Management - Embedded Machine Learning vs Cloud Based Solutions. In 2nd FTAL Conference Sustainable Smart Cities and Regions, FTAL 2021. https://doi.org/https://doi.org/10.21256/zhaw-23847