基于物联网和生成式AI的Web智能酒店管理框架

IF 0.7 4区 计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Ling Luo
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引用次数: 0

摘要

随着人工智能(AI)和数据驱动时代的到来,酒店业面临着许多机遇和挑战。为了解决这一问题,本文提出了一种用于酒店管理运营的新型增强在线绩效分析模型。该模型无缝集成了物联网(IoT)、生成式人工智能技术和网络工程,允许收集和分析多方面的运营数据。因此,可以获得有关客房预订、入住率和收入流的实时洞察,作为数据驱动优化策略的基础。此外,通过结合生成式人工智能技术,所提出的模型展示了动态生成预测模型、模拟场景、综合可操作见解和适应不断变化的趋势的能力。因此,它为复杂的酒店管理场景提供了自适应的解决方案,这在以前是传统方法无法实现的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Web Intelligent Hotel Management Framework Based on IoT and Generative AI
The hotel industry has faced numerous opportunities and challenges due to the advent of the artificial intelligence (AI) and the data-driven era. To address this, a novel augmented online performance analysis model is proposed for hotel management operations. This model seamlessly integrates the Internet of Things (IoT), generative AI technologies, and web engineering, allowing for the collection and analysis of multifaceted operational data. Consequently, real-time insights pertaining to room reservations, occupancy rates, and revenue streams are derived, serving as the basis for data-driven optimization strategies. Moreover, by incorporating generative AI technologies, the proposed model demonstrates the ability to dynamically generate predictive models, simulate scenarios, synthesize actionable insights, and adapt to evolving trends. As a result, it offers adaptive solutions for complex hotel management scenarios that were previously beyond the reach of traditional methods.
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来源期刊
Journal of Web Engineering
Journal of Web Engineering 工程技术-计算机:理论方法
CiteScore
1.80
自引率
12.50%
发文量
62
审稿时长
9 months
期刊介绍: The World Wide Web and its associated technologies have become a major implementation and delivery platform for a large variety of applications, ranging from simple institutional information Web sites to sophisticated supply-chain management systems, financial applications, e-government, distance learning, and entertainment, among others. Such applications, in addition to their intrinsic functionality, also exhibit the more complex behavior of distributed applications.
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