| 基于自然语言处理的旅游景区智能讲解系统研究 |
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| 引用本文： | 刘文静,蔡章利,卢海.基于自然语言处理的旅游景区智能讲解系统研究[J].重庆大学学报(自然科学版),2022,45(7):70-78. |
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| 作者姓名： | 刘文静 蔡章利 卢海 |
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| 作者单位： | 重庆航天职业技术学院 人文社科系, 重庆 400000;重庆大学信息物理社会可信服务计算教育部重点实验室, 重庆 400044;重庆大学自动化学院, 重庆 400044 |
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| 基金项目： | 国家自然科学基金资助项目(61771077);中央高校基本科研业务费专项基金(2019CDQYTX012)。 |
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| 摘 要： | 智慧旅游建设的目的是要用新一代信息技术提升旅游服务水平和改善游客旅游体验。针对现有的旅游景区电子讲解系统缺乏自然语言互动交流能力的问题,研究一种基于自然语言处理和本体知识检索技术的旅游景区智能讲解系统,以便旅游景区能为游客提供自然语音对话式的个性化智能讲解服务。笔者设计了系统的物理架构和逻辑架构,然后分析实现文本向量化处理、命名实体识别、对话策略管理和讲解知识检索等关键技术,最后通过开发、测试系统原型,验证了系统的可行性。
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| 关 键 词： | 自然语言处理 智慧旅游 智能讲解系统 本体 知识检索 |
| 收稿时间： | 2020/6/12 0:00:00 |
| 修稿时间： | 2020/9/21 0:00:00 |
Intelligent tourism explanation system based on natural language processing |
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| LIU Wenjing,CAI Zhangli,LU Hai.Intelligent tourism explanation system based on natural language processing[J].Journal of Chongqing University(Natural Science Edition),2022,45(7):70-78. |
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| Authors: | LIU Wenjing CAI Zhangli LU Hai |
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| Affiliation: | Humanity and Sociology Department, Chongqing Aerospace Polytechnic, Chongqing 400000, P. R. China;Key Laboratory of Dependable Service Computing in Cyber Physical Society, Ministry of Education, Chongqing University, Chongqing 400044, P. R. China;College of Automation, Chongqing University, Chongqing 400044, P. R. China |
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| Abstract: | The goal of smart tourism construction is to improve tourism service and tourist experience by using the latest information technologies. To enable tourists to dialog with the electronic explanation system of scenic spots by natural voice, an intelligent tourism explanation system based on natural language processing and ontology knowledge retrieval was proposed in this study. Firstly, the physical view and logical view of the system architecture was designed. Secondly, the key technologies of text vector, named entity recognition, dialogue policy management and tourism knowledge retrieval were analyzed. Finally, a prototype was developed, verifying the feasibility of the system. |
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| Keywords: | natural language processing smart tourism intelligent explanation system ontology knowledge retrieval |
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