随着互联网的快速发展和智能科技的不断进步,电子商务已经成为了旅游行业的重要组成部分。在这个信息化时代,电子商务不仅在商品交易领域发挥着重要作用,还在旅游景区推荐方面展现出了巨大的潜力。通过电子商务技术,旅游景区可以更加精...随着互联网的快速发展和智能科技的不断进步,电子商务已经成为了旅游行业的重要组成部分。在这个信息化时代,电子商务不仅在商品交易领域发挥着重要作用,还在旅游景区推荐方面展现出了巨大的潜力。通过电子商务技术,旅游景区可以更加精准、个性化地向游客推荐适合他们的景点和服务,从而提升游客的满意度和旅游体验。挖掘游客对景区满意度的主要方式之一就是对旅游消费者的评论进行情感分析,它是旅游者对一个旅游景区可感知的效果与期望值相比较后,形成的愉悦或失望的感觉状态。本文利用网络爬虫技术,对携程网上西江千户苗寨景区的用户评论进行爬取,然后将其数据进行描述性分析、情感分析和LDA主题分析,总结得出具有参考性的建议。With the rapid development of the internet and the continuous advancement of smart technology, e-commerce has become an integral part of the tourism industry. In this information era, e-commerce not only plays a significant role in the field of merchandise transactions but also shows immense potential in recommending tourist attractions. Through e-commerce technology, tourist attractions can more accurately and personally recommend suitable sites and services to visitors, thereby enhancing their satisfaction and travel experience. One of the primary methods for gauging visitors’ satisfaction with tourist attractions is through sentiment analysis of tourist consumer reviews. This analysis reflects the state of pleasure or disappointment that tourists feel when comparing the perceived effects of a tourist attraction with their expectations. This paper utilizes web crawling technology to extract user reviews of the Xijiang Qianhu Miao Village scenic area from the Ctrip website. The extracted data is then subjected to descriptive analysis, sentiment analysis, and LDA topic analysis, leading to the formulation of insightful recommendations.展开更多
随着数字技术的不断发展和普及数字经济得到了迅速发展,对城市的发展带来了广阔的机遇。发展潜力分析对了解一个区域城市自身的产业发展规律和协助政府经济决策都具有相当重要的研究意义。我们可通过对比分析中国某省内在数字经济背景...随着数字技术的不断发展和普及数字经济得到了迅速发展,对城市的发展带来了广阔的机遇。发展潜力分析对了解一个区域城市自身的产业发展规律和协助政府经济决策都具有相当重要的研究意义。我们可通过对比分析中国某省内在数字经济背景下的其它各个主要城市及其经济发展及其潜力,做出哪些对其各大城市发展最为有利的区域发展的计划方案以及具体决策,从而使之发展得到进一步的提高。以贵州省9个市为例,采用主成分分析法,得出各市县的经济综合价值。利于综合制定产业发展与对策,以期能够为贵州省近期的发展经济战略进一步制定以及区域间协调发展提供参考。With the continuous development and popularization of digital technology, the digital economy has developed rapidly, bringing vast opportunities to the development of cities. The analysis of development potential is of great research significance for understanding the industrial development laws of a regional city itself and assisting the government in economic decision-making. We can compare and analyze the economic development and potential of other major cities in a certain province of China under the background of digital economy, and make specific plans and decisions that are most beneficial for the development of its major cities, so as to further improve their development. Taking nine cities in Guizhou Province as an example, using principal component analysis, we can obtain the comprehensive economic value of each city and county, which is conducive to the comprehensive formulation of industrial development and countermeasures. This is hoped to provide reference for the further formulation of economic development strategies and coordinated development between regions in Guizhou Province in the near future.展开更多
文摘随着互联网的快速发展和智能科技的不断进步,电子商务已经成为了旅游行业的重要组成部分。在这个信息化时代,电子商务不仅在商品交易领域发挥着重要作用,还在旅游景区推荐方面展现出了巨大的潜力。通过电子商务技术,旅游景区可以更加精准、个性化地向游客推荐适合他们的景点和服务,从而提升游客的满意度和旅游体验。挖掘游客对景区满意度的主要方式之一就是对旅游消费者的评论进行情感分析,它是旅游者对一个旅游景区可感知的效果与期望值相比较后,形成的愉悦或失望的感觉状态。本文利用网络爬虫技术,对携程网上西江千户苗寨景区的用户评论进行爬取,然后将其数据进行描述性分析、情感分析和LDA主题分析,总结得出具有参考性的建议。With the rapid development of the internet and the continuous advancement of smart technology, e-commerce has become an integral part of the tourism industry. In this information era, e-commerce not only plays a significant role in the field of merchandise transactions but also shows immense potential in recommending tourist attractions. Through e-commerce technology, tourist attractions can more accurately and personally recommend suitable sites and services to visitors, thereby enhancing their satisfaction and travel experience. One of the primary methods for gauging visitors’ satisfaction with tourist attractions is through sentiment analysis of tourist consumer reviews. This analysis reflects the state of pleasure or disappointment that tourists feel when comparing the perceived effects of a tourist attraction with their expectations. This paper utilizes web crawling technology to extract user reviews of the Xijiang Qianhu Miao Village scenic area from the Ctrip website. The extracted data is then subjected to descriptive analysis, sentiment analysis, and LDA topic analysis, leading to the formulation of insightful recommendations.
文摘随着数字技术的不断发展和普及数字经济得到了迅速发展,对城市的发展带来了广阔的机遇。发展潜力分析对了解一个区域城市自身的产业发展规律和协助政府经济决策都具有相当重要的研究意义。我们可通过对比分析中国某省内在数字经济背景下的其它各个主要城市及其经济发展及其潜力,做出哪些对其各大城市发展最为有利的区域发展的计划方案以及具体决策,从而使之发展得到进一步的提高。以贵州省9个市为例,采用主成分分析法,得出各市县的经济综合价值。利于综合制定产业发展与对策,以期能够为贵州省近期的发展经济战略进一步制定以及区域间协调发展提供参考。With the continuous development and popularization of digital technology, the digital economy has developed rapidly, bringing vast opportunities to the development of cities. The analysis of development potential is of great research significance for understanding the industrial development laws of a regional city itself and assisting the government in economic decision-making. We can compare and analyze the economic development and potential of other major cities in a certain province of China under the background of digital economy, and make specific plans and decisions that are most beneficial for the development of its major cities, so as to further improve their development. Taking nine cities in Guizhou Province as an example, using principal component analysis, we can obtain the comprehensive economic value of each city and county, which is conducive to the comprehensive formulation of industrial development and countermeasures. This is hoped to provide reference for the further formulation of economic development strategies and coordinated development between regions in Guizhou Province in the near future.
