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平行旅游:基础智能驱动的智慧出游服务

Parallel tourism:foundation intelligence driven smart trip services
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摘要 旅游作为一种满足人们对不同生活体验和知识需求的活动,对经济、文化等领域都产生了深远影响。随着物联网、多模态大语言模型等技术的迅速发展,传统的旅游业难以满足人们智能化以及个性化的旅游需求。为此,以平行智能为理念,基于ACP方法与多模态大语言模型提出了虚实交互的个性化旅游服务系统,通过构建旅游大模型,并结合检索增强生成方法和多智能体协作系统,打造个性化旅游服务的新范式。此外,探讨了平行旅游的应用生态,从“行”“住”“食”“衣”4个方面对整个旅游生态进行拓展,分析了其他行业与个性化旅游服务的融合。平行旅游将为旅游行服务业的发展带来全新可能。 Tourism,as an activity that satisfies people’s desire for diverse life experiences and knowledge,has had profound impacts on the economy,culture,and other fields.However,with the rapid development of technologies,such as the Internet of Things and multimodal large language models,traditional tourism is unable to meet the de‐mand for intelligent and personalized travel experiences.To address this,this paper proposes an interactive personal‐ized tourism service system based on the concept of parallel intelligence,utilizing the ACP approach and multimodal large language models.The system constructs a comprehensive tourism model and leverages retrieval-augmented genera‐tion and multi-agent collaboration systems to create a new paradigm for personalized tourism services.Additionally,this paper explores the application ecosystem of parallel tourism,expanding the tourism ecosystem from four aspects:cloth‐ing,food,accommodation and transportation.This paper analyzes the integration of other industries with personalized tourism services.Parallel tourism is poised to bring new possibilities for the development of the tourism service industry.
作者 张腾超 田永林 林飞 倪清桦 宋平 戴星原 李娟娟 伍乃騏 Timothy J.Lee 王飞跃 ZHANG Tengchao;TIAN Yonglin;LIN Fei;NI Qinghua;SONG Ping;DAI Xingyuan;LI Juanjuan;WU Naiqi;Timothy J.Lee;WANG Fei-Yue(Faculty of Innovation Engineering,Macao University of Science and Technology,Macao 999078,China;State Key Laboratory for Management and Control of Complex Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China;Dazhou Artificial Intelligence Institute,Sichuan 635755,China;State Key Laboratory of Multimodal Artificial Intelligence Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China;School of Hospitality and Tourism Management,Macao University of Science and Technology,Macao 999078,China;School of Artificial Intelligence,University of Chinese Academy of Sciences,Beijing 100049,China)
出处 《智能科学与技术学报》 CSCD 2024年第2期164-178,共15页 Chinese Journal of Intelligent Science and Technology
基金 澳门特别行政区科学技术发展基金项目(No.0145/2023/RIA3,No.0093/2023/RIA2)。
关键词 平行旅游 平行系统 ACP方法 多模态大语言模型 检索增强生成 元宇宙 parallel tourism parallel systems ACP approach multimodal large language models retrieval-augmented generation metaverse
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