Decision-making in agribusiness based on artificial intelligence

Marina Valim Bandeira, Léia Michele De Souza Móta, Ariel Behr
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Abstract

Purpose: Artificial Intelligence (AI) tools have become popular in the most diverse contexts of use. This research sought to investigate how AI tools were applied in agribusiness by assisting producers in decision-making. Design / methodology / approach: To this end, online and semi-structured interviews were conducted with managers and rural producers who use this type of technology on their properties. Findings: AI was found to be present in machinery, software, and other applications applied for crop monitoring, soil quality verification, and management in general. Users are quite optimistic with the results, especially in decision support during planting period. These differences are perceived before and after technologies utilization. However, interviewers still believe that the human presence is fundamental in the farming. Research limitations / implications: As limitations, it is highlighted the schedule for conducting the interviews, as well as the fact that they were performed online. Despite this, it was possible to verify the importance of the use of technology for the agribusiness sector, serving as support for the management of rural properties. Originality / value: In the Information Systems studies field to relate the use of AI and decision-making in a sector such as agribusiness is something recent and innovative.
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基于人工智能的农业综合企业决策
目的:人工智能(AI)工具在最多样化的使用环境中变得流行。这项研究旨在调查人工智能工具如何通过帮助生产者决策来应用于农业综合企业。设计/方法/方法:为此,对在其财产上使用这种技术的管理人员和农村生产者进行了在线和半结构化访谈。研究结果:人工智能被发现存在于机械、软件和其他用于作物监测、土壤质量验证和管理的应用中。用户对结果相当乐观,特别是在种植期的决策支持方面。这些差异是在技术使用前后感知到的。然而,采访者仍然认为人类的存在是农业的基础。研究局限性/启示:作为局限性,它强调了进行访谈的时间表,以及他们是在线进行的事实。尽管如此,仍有可能核实利用技术对农业综合企业部门的重要性,作为对农村财产管理的支助。原创性/价值:在信息系统研究领域,将人工智能的使用与农业综合企业等部门的决策联系起来是最近的创新。
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