一个基于本体学的知识图表,用于旅游信息管理
Subhashis DAS1, Mayukh Bagchi2
1Department of Computer Science and Automation, Universidad de Salamanca, Salamanca, Castile and León, 37007, Spain.
Open research Europe
|August 12, 2025
概括
本研究介绍了由人工智能 (AI) 驱动的本体学驱动的知识图,以解决复杂的旅游信息需求. 这种人工智能方法增强了旅游数据服务,用于复杂的用户查询.
科学领域:
- 人工智能的人工智能
- 知识表示 知识表示
- 信息科学 信息科学 信息科学
背景情况:
- 现代旅游业产生复杂的用户查询,从简单到高度具体.
- 现有的信息和通信技术 (ICT) 基础设施难以满足对细粒度旅游数据的需求.
- 文化,语言和经济多样性使旅游者的信息提供变得复杂.
研究的目的:
- 提出并倡导基于本体学的知识图表作为先进旅游信息服务的解决方案.
- 为开发能够在规模上处理复杂的旅游查询的人工智能支持系统提供方法.
- 提高旅游数据的细节性和可访问性.
主要方法:
- 开发一个理论上和实施上健全的方法.
- 利用人工智能 (AI) 来处理数据和提供服务.
- 利用本体学驱动的知识图来进行结构化数据表示.
主要成果:
- 开发了一个全面的旅游特定的本体学驱动的知识图.
- 知识图包含了4264个资源描述框架 (RDF) 语句.
- 开发的系统得到了验证,并准备好进行集成和扩展.
结论:
- 由本体学驱动的知识图为复杂的旅游信息需求提供了强大的解决方案.
- 拟议的AI方法有效地解决了旅游业当前ICT的局限性.
- 开发的知识图是可重复使用的,可扩展的,在旅游业中可利用的.
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