首页|基于LDA主题模型的文旅融合热点透视——以国内主流媒体新闻文本为例

基于LDA主题模型的文旅融合热点透视——以国内主流媒体新闻文本为例

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[目的/意义]研究 2023 年五一以来文旅融合热点,对带动旅游经济的持续恢复,为旅游行业发展带来机遇和动力具有重要意义.[方法/过程]利用Python语言采集 2023 年五一以来国内主要新闻网站中关于文旅融合的新闻文本,运用文本分析法和内容分析法,借助Python文本分析、LDA主题模型对采集到的新闻文本进行数量、高频词和主题分析,挖掘归纳文旅融合应用情况.[结果/结论]总结出 6 个主题特征,并据此提出提升文旅融合高质量发展的建议.
Hotspot Perspective of Cultural Tourism Integration Based on LDA Topic Model:Case Study of the News Texts of Domestic Mainstream Media
[Purpose/significance]Studying the hot spots of cultural and tourism integration since May 1,2023 is of great signifi-cance to promote the sustainable recovery of the tourism economy and bring opportunities and impetus to the development of the tourism industry.[Method/process]With Python language this paper collected news texts on the integration of culture and tourism in major do-mestic news websites since May 1,2023,with the methods of text analysis and content analysis,and used Python text analysis and LDA topic model to analyze the number,high-frequency words and topics of the collected news texts,and excavated and summarized the ap-plication of the integration of culture and tourism.[Result/conclusion]Six thematic features are summarized,and suggestions are put forward to improve the high-quality development of cultural tourism integration.

integration of culture and tourismnews textLDA

董智辉

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中共浙江省委党校图书馆 浙江 杭州 311121

文旅融合 新闻文本 LDA

2024

情报探索
福建省科技情报学会,福建省科技信息研究所

情报探索

CHSSCD
影响因子:0.52
ISSN:1005-8095
年,卷(期):2024.(12)