arXiv:2507.21098cs.AIcs.CY2025-07中稿 · presentation at th…

AI助力葡萄酒产业可持续发展,提升种植、生产与旅游体验。

Artificial intelligence for sustainable wine industry: AI-driven management in viticulture, wine production and enotourism

  • 用预测分析、机器学习和计算机视觉优化葡萄园管理与生产流程。
  • 实现精准灌溉与智能推荐,降低资源消耗并提升客户参与度。
  • 适合关注农业智能化与文旅融合的从业者参考。

本研究探讨人工智能(AI)在提升葡萄酒行业可持续性与效率中的作用,聚焦于葡萄栽培、葡萄酒生产及酒庄旅游中的AI驱动智能管理。面对环境与经济挑战,AI通过优化资源配置、减少环境影响、增强客户互动提供创新解决方案。研究基于对波兰酿酒师的问卷调查,并结合对适用于种植、生产与旅游领域的AI方法的综合分析。关键AI技术包括预测分析、机器学习与计算机视觉。结果显示,AI可提升葡萄园监测精度,优化灌溉策略,简化生产流程,促进可持续资源管理;在酒庄旅游中,AI聊天机器人、推荐系统与虚拟品鉴可个性化消费体验。研究强调了AI在经济、环境与社会可持续性方面的综合影响,有助于支持地方酒企与文化遗产保护。

原文摘要 · Abstract (English)

This study examines the role of Artificial Intelligence (AI) in enhancing sustainability and efficiency within the wine industry. It focuses on AI-driven intelligent management in viticulture, wine production, and enotourism. As the wine industry faces environmental and economic challenges, AI offers innovative solutions to optimize resource use, reduce environmental impact, and improve customer engagement. Understanding AI's potential in sustainable winemaking is crucial for fostering responsible and efficient industry practices. The research is based on a questionnaire survey conducted among Polish winemakers, combined with a comprehensive analysis of AI methods applicable to viticulture, production, and tourism. Key AI technologies, including predictive analytics, machine learning, and computer vision, are explored. The findings indicate that AI enhances vineyard monitoring, optimizes irrigation, and streamlines production processes, contributing to sustainable resource management. In enotourism, AI-powered chatbots, recommendation systems, and virtual tastings personalize consumer experiences. The study highlights AI's impact on economic, environmental, and social sustainability, supporting local wine enterprises and cultural heritage. Keywords: Artificial Intelligence, Sustainable Development, AI-Driven Management, Viticulture, Wine Production, Enotourism, Wine Enterprises, Local Communities

AI应用可持续发展葡萄栽培酒旅融合

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