基于层次聚类和社交网络的贵州旅游发展文献主题挖掘  

Theme Mining of Tourism Development Literature in Guizhou Based on Hierarchical Clustering and Social Network

作　　者：杨秀璋 武帅 张苗 夏换[2] 李娜 项美玉 赵紫如 窦悦琪 Yang Xiu-zhang;Wu Shuai;Zhang Miao;Xia Huan;Li Na;Xiang Meiyu;Zhao Ziru;Dou Yueqi(School of Information,Guizhou University of Finance and Economics,Guiyang 550025;Guizhou Key Laboratory of Economics System Simulation,Guizhou University of Finance and Economics,Guiyang 550025;Guiyang School of Big Data and Finance,School of Big Data Application and Economics of Guizhou University of Finance and Economics,Guiyang 550025;Systems Engineering Research Institute,Beijing 100094)

机构地区：[1]贵州财经大学信息学院,贵阳550025 [2]贵州财经大学,贵州省经济系统仿真重点实验室,贵阳550025 [3]贵州财经大学大数据应用与经济学院,贵阳大数据金融学院,贵阳550025 [4]中国船舶工业系统工程研究院,北京100094

出　　处：《现代计算机》2021年第23期79-85,90,共8页Modern Computer

基　　金：贵州省科技计划项目(黔科合基础[2019]1041、黔科合基础[2019]1403、黔科合基础[2020]1Y279、黔科合基础[2020]1Y420);贵州省教育厅青年科技人才成长项目(黔教合KY字[2021]135、黔教合KY字[2016]175);贵州财经大学2019年度校级项目(2019XQN01)。

摘　　要：文献作为学术研究的重要载体,记录着各研究领域的核心成果。“大生态”是贵州省三大战略行动之一,旅游发展和生态文明建设在贵州起着重要的作用,贵州也将牢牢守好发展和生态两条底线。本文研究中国知网贵州省旅游发展相关的期刊文献,采用层次聚类和社交网络方法进行文本挖掘,结合文献计量分析贵州省旅游发展的核心主题,从而揭示其旅游发展的历程。实验结果表明,该方法能够有效挖掘出贵州旅游发展热点主题的分布情况及网络关系,并就现阶段旅游商业发展提供可行的方向指引,具有一定的研究意义和实用价值。As an important carrier of academic research,literature records the core achievements of various research fields.Big Ecolo⁃gy is one of the three strategic actions of Guizhou Province.Tourism development and ecological civilization construction play an impor⁃tant role in Guizhou.Guizhou will also firmly guard the two bottom lines of development and ecology.This paper studies the periodicals and literature related to tourism development in Guizhou Province on CNKI,uses hierarchical clustering and social network methods to carry out text mining,and combines bibliometrics to analyze the core themes of tourism development in Guizhou Province,so as to re⁃veal the history of its tourism development.The experimental results show that this method can effectively dig out the distribution and network relations of the hot topics of tourism development in Guizhou,and provide feasible direction guidance for the development of tourism business at the present stage.It has certain research significance and practical value.

关 键 词：贵州旅游发展 层次聚类 社交网络 文献计量 主题挖掘 

分 类 号：F592.7[经济管理—旅游管理]