Development of Artificial Intelligence and Potential Impact of Its Applications in Agriculture on Labor Use and Productivity

Aghion, P., & Howitt, P. (1994). Growth and Unemployment. The Review of Economic Studies, 61(3), 477–494. https://doi.org/10.2307/2297900 Search in Google Scholar

Bannerjee, G., Sarkar, U., Das, S., & Ghosh, I. (2018). Artificial Intelligence in Agriculture: A Literature Survey. International Journal of Scientific Research in Computer Science Applications and Management Studies, 7(3). https://www.ijsrcsams.com/images/stories/Past_Issue_Docs/ijsrcsamsv7i3p94.pdf Search in Google Scholar

China Daily. (2021, August 23). World’s Top 10 Countries in AI Innovation. https://www.chinadaily.com.cn/a/202108/23/WS6122d245a310efa1bd66a545.html Search in Google Scholar

Chu, X., Li, Y., Tian, D., Feng, J., & Mu, W. (2019). An Optimized Hybrid Model Based on Artificial Intelligence for Grape Price Forecasting. British Food Journal, 121(12), 3247–3265. https://doi.org/10.1108/BFJ-06-2019-0390 Search in Google Scholar

Čechura, L., Žáková Kroupová, Z., Kostlivý, V., & Lekešová, M. (2021). Productivity and Efficiency of Precision Farming: The Case of Czech Cereal Production. Agris On-line Papers in Economics and Informatics, 3, 15–24. https://doi.org/10.7160/aol.2021.130302 Search in Google Scholar

Delipetrev, B., Tsinarakii, C., & Kostić, U. (2020). Historical Evolution of Artificial Intelligence. EUR 30221EN. Publications Office of the European Union. https://doi.org/10.2760/801580 Search in Google Scholar

Eli-Chukwu, N.C. (2019). Applications of Artificial Intelligence in Agriculture: A Review. Engineering, Technology & Applied Science Research, 9(4), 4377–4383. https://doi.org/10.48084/etasr.2756 Search in Google Scholar

Elugbadebo, O.J., & Johnson, F.T. (2020). Re-Engineering Agricultural Practices using embedded Artificial Intelligence Techniques. Conference Proceedings on Science, Technology and Innovation for Sustainable Economic and Agricultural Research Development in Nigeria. Federal College of Animal Health and Production Technology, Ibadan, Nigeria, 323–331. https://www.researchgate.net/publication/343818123_re-engineering_agricultural_practices_using_embadded_artificial_intelligence_techniques Search in Google Scholar

Escott, E. (2017, October 24). Artificial Intelligence. What are the 3 types of AI? A guide to Narrow, General, and Super Artificial Intelligence. Codebots. https://codebots.com/artificial-intelligence/the-3-types-of-ai-is-the-third-even-possible Search in Google Scholar

Figiel, S. (2019). Rynki rolne i żywnościowe w dobie innowacji cyfrowych. Studia i Monografie, 176. IERiGŻ PIB. Search in Google Scholar

Frey, C.B., & Osborne, M.A. (2013). The Future of Employment: How Susceptible are Jobs to Computerisation? Working Paper. Oxford Martin School, University of Oxford. https://www.oxfordmartin.ox.ac.uk/publications/the--future-of-employment/ Search in Google Scholar

Geli, H., Prihodko, L., Randall, J., Tran, S. C., Cao, H., Misra, S., Boucheron, L., Razzaghi, T., Sandoval, S., Daniel, D., Mora, C., & Arslan, F. (2019). Climate Adaptive Smart Systems for Future Agricultural and Rangeland Production. A White Paper on Artificial Intelligence Applications in Agriculture. New Mexico State University. https://aces.nmsu.edu/cesfas/documents/artificial-intelligence-in-agriculture---white-paper-with-summary---v6.pdf Search in Google Scholar

Goldin, C., & Katz, L.F. (2009). The Race Between Education and Technology. Harvard University Press. Search in Google Scholar

Heath, N. (2021, July 23). What is AI? Here’s Everything You Need to Know about Artificial Intelligence. ZDNET: Innovation. https://www.zdnet.com/article/what-is-ai-everything-you-need-to-know-about-artificial-intelligence/ Search in Google Scholar

Hornbeck, R., & Naidu, S. (2014). When the Levee Breaks: Black Migration and Economic Development in the American South. American Economic Review, 104(3), 963–990. https://www.aeaweb.org/articles?id=10.1257/aer.104.3.963 Search in Google Scholar

Jha, K., Doshi, A., Patel, P., & Shah, M. (2019). A Comprehensive Review on Automation in Agriculture using Artificial Intelligence. Artificial Intelligence in Agriculture, 2, 1–12. https://doi.org/10.1016/j.aiia.2019.05.004 Search in Google Scholar

Kaplan, J. (2016). Artificial Intelligence: What Everyone Needs to Know. Oxford University Press. Search in Google Scholar

Keynes, J.M. (1932). Economic Possibilities for Our Grandchildren. In: Essays in Persuasion (pp. 358–373). Harcourt Brace. https://www.aspeninstitute.org/wp-content/uploads/files/content/upload/Intro_and_Section_I.pdf Search in Google Scholar

Khandelwal, P.M., & Chavhan, H. (2019). Artificial Intelligence in Agriculture: An emerging Era of Research. https://www.researchgate.net/publication/335582861 Search in Google Scholar

Mankiw, N.G., Romer, D., & Weil, D.N. (1992). A Contribution to the Empirics of Economic Growth. The Quarterly Journal of Economics, 107(2), 407–437. https://doi.org/10.2307/2118477 Search in Google Scholar

Matuszewska-Kubicz, A. (2021). Key Competencies in the Labour Market from the Perspectives of Higher Education Students. e-mentor, 5(92), 69–80. https://doi.org/10.15219/em92.1541 Search in Google Scholar

McCarthy, J., Minsky, M.L., Rochester, N., & Shannon, C.E. (1955). A proposal for the Dartmouth Summer Research Project on Artificial Intelligence. Dartmouth College. http://jmc.stanford.edu/articles/dartmouth/dartmouth.pdf Search in Google Scholar

Moallem, P., Serajoddin, A., & Pourghassem, H. (2017). Computer Vision-Based Apple Grading for Golden Delicious Apples based on Surface Features. Information Processing in Agriculture, 4(1), 33–40. https://doi.org/10.1016/j.inpa.2016.10.003 Search in Google Scholar

Moore, P. V. (2018). Jerry Kaplan: Artificial Intelligence – What Everyone Needs to Know. Organization Studies, 40(3), 466–470. https://doi.org/10.1177/0170840618792173 Search in Google Scholar

Newell, A., & Simon, H. (1956). The Logic Theory Machine: A Complex Information Processing System. IRE Transactions on Information Theory, 2(3), 61–79. https://doi.org/10.1109/TIT.1956.1056797 Search in Google Scholar

Pastwa, A., Siudak, R., & Sztokfisz, B. (2019). Artificial Intelligence. Asian Periscope. The Kosciuszko Institute. https://ik.org.pl/wp-content/uploads/artificial_intelligence_asian_periscope_ver2_raport.pdf Search in Google Scholar

Ricardo, D. (1821). On the Principles of Political Economy and Taxation (3rd Ed.). John Murray. Search in Google Scholar

Russell, S., & Norvig, P. (2020). Artificial Intelligence: A Modern Approach (4th Ed.). Pearson. Search in Google Scholar

Solow, R.M. (1957). Technical Change and the Aggregate Production Function. Review of Economics and Statistics, 39(3), 312–320. Search in Google Scholar

Statista. (2022). Global AI in Agriculture Market by Farming Type. Retrieved April 4, 2022, from https://www.statista.com/statistics/1174399/global-ai-in-agriculture-market-by-farming-type/ Search in Google Scholar

U.S. Department of Agriculture (USDA). (2022). Data Products: International Agricultural Productivity. Retrieved June 7, 2022, from https://www.ers.usda.gov/data-products/international-agricultural-productivity Search in Google Scholar

Turing, A.M. (1950) Computing Machinery and Intelligence. Mind, 59(236), 433–460. https://doi.org/10.1093/mind/LIX.236.433 Search in Google Scholar

Unay, D., Gosselin, B., Kleynen, O., Leemans, V., Destain, M.-F., & Debeir, O. (2011). Automatic Grading of Bi-Colored Apples by Multispectral Machine Vision. Computers and Electronics in Agriculture, 75(1), 204–212. https://doi.org/10.1016/j.compag.2010.11.006 Search in Google Scholar