林业专业人员对人工智能(AI)的知识、态度和实践

IF 3.8 2区 农林科学 Q1 ECONOMICS
Luke Ritter, Derek Andrew Uhey, Alark Saxena
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引用次数: 0

摘要

人工智能(AI)正在日益改变林业和自然资源的决策、资源管理和保护策略。本研究采用知识、态度和实践(KAP)框架来考察林业专业人员对不同部门人工智能的看法和参与情况。通过对政府工作人员、行业员工、研究人员、教育工作者和学生的半结构化访谈,我们探讨了人工智能应用、道德考虑、劳动力动态以及FNR的未来考虑。调查结果显示,需要跨部门合作来制定一致的人工智能政策,以及减少劳动力和采用人工智能之间的复杂关系。虽然许多专业人士认识到人工智能在提高效率和分析方面的潜力,但对人工智能决策责任的担忧仍然普遍存在。我们将这些观点与现有的人工智能文献进行讨论,并建议以人为中心的人工智能采用向前发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Knowledge, attitudes, and practices of forestry professionals towards artificial intelligence (AI)
Artificial intelligence (AI) is increasingly changing decision-making, resource management, and conservation strategies in forestry and natural resources. This study employs the knowledge, attitudes, and practices (KAP) framework to examine forestry professionals' perceptions and engagement with AI across different sectors. Using semi-structured interviews with government workers, industry employees, researchers, educators, and students, we explore AI applications, ethical considerations, labor dynamics, and future considerations for FNR. Findings reveal a need for cross-sector collaboration to create consistent AI policies and a complex relationship between workforce reduction and AI adoption. While many professionals recognize AI's potential to improve efficiency and analysis, concerns about accountability for AI decision-making remain prevalent. We discuss these perspectives in relation to existing literature on AI and suggest human-centric AI adoption moving forward.
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来源期刊
Forest Policy and Economics
Forest Policy and Economics 农林科学-林学
CiteScore
9.00
自引率
7.50%
发文量
148
审稿时长
21.9 weeks
期刊介绍: Forest Policy and Economics is a leading scientific journal that publishes peer-reviewed policy and economics research relating to forests, forested landscapes, forest-related industries, and other forest-relevant land uses. It also welcomes contributions from other social sciences and humanities perspectives that make clear theoretical, conceptual and methodological contributions to the existing state-of-the-art literature on forests and related land use systems. These disciplines include, but are not limited to, sociology, anthropology, human geography, history, jurisprudence, planning, development studies, and psychology research on forests. Forest Policy and Economics is global in scope and publishes multiple article types of high scientific standard. Acceptance for publication is subject to a double-blind peer-review process.
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