Internet of Things, Big Data, and Artificial Intelligence in The Food and Agriculture Sector

Authors

  • Suryari Purnama University of Esa Unggul
  • Wahyu Sejati Univerisity of Trisakti

DOI:

https://doi.org/10.33050/italic.v1i2.274

Keywords:

Precision social media, Blockchain, Sensor, Internet, Digital, Robotic

Abstract

Big data often referred to as streaming data produced by the internet of things creates new options for monitoring food and agricultural processes. Along with sensors, social media big data is also playing a bigger role in the food business. The IoT, big data, and artificial intelligence are discussed in this review along with how they will impact the agri-food industry in the future. We begin with an introduction to the fields of IoT, big data, and AI before talking about how IoT and big data analysis are used in agriculture, including smart farm equipment, crop imaging using drones, and monitoring of greenhouses, food quality assessment using spectral techniques and sensor fusion, and eventually, food safety using gene sequencing and blockchain-based digital traceability. The commercial viability of applications and the outcomes of translational research are given significant consideration.

References

P. Rashi, M. C. Lohani, N. Luftiani, T. Hermansyah, and I. N. Hikam, “New Personalized Social Approach Based on Flexible Integration of Web Services,” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 1–17, 2022.

A. S. Bist, V. Agarwal, Q. Aini, and N. Khofifah, “Managing Digital Transformation in Marketing:" Fusion of Traditional Marketing and Digital Marketing",” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 18–27, 2022.

M. R. Anwar, F. P. Oganda, N. P. L. Santoso, and M. Fabio, “Artificial Intelligence that Exists in the Human Mind,” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 28–42, 2022.

H. T. Sukmana, A. E. Widjaja, and H. J. Situmorang, “Game Theoretical-Based Logistics Costs Analysis: A Review,” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 43–61, 2022.

M. Wahyudi, V. Meilinda, and A. Khoirunisa, “The Digital Economy’s Use of Big Data,” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 62–70, 2022.

U. Rahardja, “Camera Trap Approaches Using Artificial Intelligence and Citizen Science,” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 71–83, 2022.

A. Ramadhan and T. Nurtino, “Integrated Energy System Systems and Game Theory A Review,” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 84–101, 2022.

C. Sriliasta, D. S. S. Wuisan, and T. Mariyanti, “Functions of Artificial Intelligence, Income Investment Instrument, and Crypto Money in Era of The Fourth Revolution,” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 117–128, 2022.

P. A. Sunarya, “Machine Learning and Artificial Intelligence as Educational Games,” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 129–138, 2022.

A. G. Prawiyogi, S. Purnama, and L. Meria, “Smart Cities Using Machine Learning and Intelligent Applications,” Int. Trans. Artif. Intell., vol. 1, no. 1, pp. 102–116, 2022.

S. A. Putra, “Virtual Reality’s Impacts on Learning Results in 5.0 Education: a Meta-Analysis,” Int. Trans. Educ. Technol., vol. 1, no. 1, pp. 10–18, 2022.

A. Rachmawati, “Analysis of Machine Learning Systems for Cyber Physical Systems,” Int. Trans. Educ. Technol., vol. 1, no. 1, pp. 1–9, 2022.

N. N. Azizah and T. Mariyanti, “Education and Technology Management Policies and Practices in Madarasah,” Int. Trans. Educ. Technol., vol. 1, no. 1, pp. 29–34, 2022.

N. Ramadhona, A. A. Putri, and D. S. S. Wuisan, “Students’ Opinions of the Use of Quipper School as an Online Learning Platform for Teaching English,” Int. Trans. Educ. Technol., vol. 1, no. 1, pp. 35–41, 2022.

C. S. Bangun, S. Purnama, and A. S. Panjaitan, “Analysis of New Business Opportunities from Online Informal Education Mediamorphosis Through Digital Platforms,” Int. Trans. Educ. Technol., vol. 1, no. 1, pp. 42–52, 2022.

U. Rahardja, “Using Highchart to Implement Business Intelligence on Attendance Assessment System based on YII Framework,” Int. Trans. Educ. Technol., vol. 1, no. 1, pp. 19–28, 2022.

M. K. van der Hulst et al., “A systematic approach to assess the environmental impact of emerging technologies: A case study for the GHG footprint of CIGS solar photovoltaic laminate,” J. Ind. Ecol., vol. 24, no. 6, pp. 1234–1249, 2020.

A. Belhadi, S. S. Kamble, S. A. R. Khan, F. E. Touriki, and D. Kumar M, “Infectious waste management strategy during COVID-19 pandemic in Africa: an integrated decision-making framework for selecting sustainable technologies,” Environ. Manage., vol. 66, pp. 1085–1104, 2020.

E. Igos, E. Benetto, R. Meyer, P. Baustert, and B. Othoniel, “How to treat uncertainties in life cycle assessment studies?,” Int. J. Life Cycle Assess., vol. 24, pp. 794–807, 2019.

S. M. Moni, “A Framework for Life Cycle Assessment (LCA) of Emerging Technologies at Low Technology Readiness Levels.” Clemson University, 2020.

V. Prado et al., “Sensitivity to weighting in life cycle impact assessment (LCIA),” Int. J. Life Cycle Assess., vol. 25, pp. 2393–2406, 2020.

S. Cucurachi, C. F. Blanco, B. Steubing, and R. Heijungs, “Implementation of uncertainty analysis and moment‐independent global sensitivity analysis for full‐scale life cycle assessment models,” J. Ind. Ecol., vol. 26, no. 2, pp. 374–391, 2022.

S. M. Moni, R. Mahmud, K. High, and M. Carbajales‐Dale, “Life cycle assessment of emerging technologies: A review,” J. Ind. Ecol., vol. 24, no. 1, pp. 52–63, 2020.

C. G. Bhat, “Life cycle information models with parameter uncertainty analysis to facilitate the use of life-cycle assessment outcomes in pavement design decision-making.” Michigan Technological University, 2020.

S. Merschak, P. Hehenberger, S. Schmidt, and R. Kirchberger, “Considerations of life cycle assessment and the estimate of carbon footprint of powertrains,” SAE Technical Paper, 2020.

K. Molina‐Besch and H. Pålsson, “A simplified environmental evaluation tool for food packaging to support decision‐making in packaging development,” Packag. Technol. Sci., vol. 33, no. 4–5, pp. 141–157, 2020.

Downloads

Published

2023-05-01