情报科学 ›› 2025, Vol. 43 ›› Issue (4): 80-92.

• 理论研究 • 上一篇    下一篇

多维视角下三星堆自媒体视频评论文本话题 识别、演变与引导研究

  

  • 出版日期:2025-04-05 发布日期:2025-08-28

  • Online:2025-04-05 Published:2025-08-28

摘要: 【目的/意义】分析三星堆自媒体视频的公众评论文本,探析三星堆话题的公众传播模式和规律,有助于保 护与传承文化遗产,创新文化遗产的传播利用方式,深度理解公众思考过程,提升公众了解传统文化的积极性。【方 法/过程】以三星堆自媒体视频的评论文本为数据来源,基于 LDA 模型,结合文本挖掘技术等研究方法,从内容维 度、时序维度和主体维度展开研究。【结果/结论】首先,公众评论围绕“公众考古话题”和“坊间杂谈话题”两个类别 展开;其次,公众普遍对我国的文化遗产具有较强的主权意识和保护意识且开始关注更多关于三星堆的衍生文化; 最后,意见领袖对三星堆考古话题的引导作用显著。【创新/局限】在数据来源多样性、数据处理自动化程度与预处 理语料库的精准性方面有待提升。

Abstract: 【Purpose/significance】This paper analyzes the text of public comments on Sanxingdui self-media videos, and explores the modes and rules of public communication of Sanxingdui topics, which is helpful to protect and inherit cultural heritage, innovate the ways of communication and utilization of cultural heritage, deeply understand the thinking process of the public, and enhance the en⁃ thusiasm of the public to understand traditional culture.【Method/process】Taking the Textual Commentary about Sanxingdui of selfmedia video as the data source, based on the LDA model, combined with the text mining technology and other research methods, the re⁃ search is carried out in terms of the content dimension, time dimension and subject dimension【. Result/conclusion】Firstly, the public comments are centered on the two categories of "public archaeology topics" and "miscellaneous topics". Secondly, the public generally has a strong sense of sovereignty and protection of China's cultural heritage and has begun to pay attention to the derivative culture of Sanxingdui. Finally, opinion leaders play a significant role in guiding the archaeological topics of Sanxingdui【. Innovation/limitation】 The diversity of data sources, the degree of automation of data processing and the accuracy of the pre-processed corpus need to be im⁃ proved.