SERVICE RESEARCH

A Study on the Topic of WeChat Platform’s Reading Promotion Contents in Public Libraries by Using LDA Model in China

  • Li Qian ,
  • Wang Shuai
Expand
  • 1. School of Economics and Management, Shanxi University, Taiyuan 030006;
    2. Institute of Scientific and Technical Information of China, Beijing 100038

Received date: 2021-08-23

  Revised date: 2021-12-22

  Online published: 2022-04-24

Abstract

[Purpose/Significance] This paper aims to identify the content themes and evolutionary characteristics of reading promotion by using WeChat public platform in domestic public libraries. [Method/Process] This paper defined and selected the reading promotion contents by obtaining the tweets of 31 provincial public libraries on WeChat in China, and used the LDA theme model to realize the theme recognition, and analysis of evolution and reading times of reading promotion contents. [Result/Conclusion] It is found that the topics of reading promotion carried out by public libraries with WeChat can be divided into nine categories, covering a wide range, each topic shows different evolutionary trends over time and the amount of reading for each topic also reflects a different degree of popularity. Finally, from the perspectives of scientific planning and matching of the promotion contents, the reversal of the subordinate status of the promotion contents, the promotion content setting of special groups, the innovative design of the promotion contents and its forms, and the creation of brand promotion contents, suggestions on the future WeChat reading promotion work of public libraries are provided.

Cite this article

Li Qian , Wang Shuai . A Study on the Topic of WeChat Platform’s Reading Promotion Contents in Public Libraries by Using LDA Model in China[J]. Library and Information Service, 2022 , 66(8) : 72 -83 . DOI: 10.13266/j.issn.0252-3116.2022.08.008

References

[1] 周雨萌.腾讯发布2021年第三季度财报[N].深圳特区报, 2021-11-11(A04).
[2] 李武,王丹,黄丹俞,等.图书馆阅读推广研究十年进展(2005-2015)[J].图书馆论坛, 2016(12):54-65.
[3] 张怀涛.阅读推广的概念与实施[J].河南图书馆学刊, 2015(1):2-5.
[4] 王波.阅读推广、图书馆阅读推广的定义——兼论如何认识和学习图书馆时尚阅读推广案例[J].图书馆论坛, 2015(10):1-7.
[5] 万慕晨,欧亮.基于微信公众平台的高校图书馆阅读推广效果实证研究[J].图书情报工作, 2015, 59(22):72-78.
[6] 蔡丽萍,孔德超.基于WCI的省级公共图书馆微信阅读推广研究[J].图书馆工作与研究, 2016(10):90-95.
[7] 王宝英,王宝玲,靳月庆.静态阅读推广资源视角下的高校图书馆微信公众号探究[J].图书馆论坛, 2018, 38(4):111-118.
[8] 中国政府网.中华人民共和国行政区划[EB/OL].[2021-10-01]. http://www.gov.cn/guoqing/2005-09/13/content_5043917.
[9] 梁晨晨,李仁杰.综合LDA与特征维度的丽江古城意象感知分析[J].地理科学进展, 2020(4):614-626.
[10] 王雅茹.基于云南旅游在线网站吐槽数据的文本挖掘[D].昆明:云南大学, 2019.
[11] BLEI D M, NG A Y, JORDAN M I. Latent Dirichlet Allocation[J]. Journal of machine learning research, 2003(3):993-1022.
[12] 邱均平,沈超.基于LDA模型的国内大数据研究热点主题分析[J].现代情报, 2021, 41(9):22-31.
[13] CSDN社区. LDA困惑度perplexity的一些个人理解[EB/OL].[2021-12-06]. https://www.csdn.net/tags/NtTaYgzsNzY0Nj QtYmxvZwO0O0OO0O0O.html.
[14] 浙江图书馆.浙图锦鲤2.0全面升级!海量书籍、Kindle阅读神器、旅行套餐……带上诗书去远行[EB/OL].[2021-10-01]. https://mp.weixin.qq.com/s/gLcE6qFa-gdGkpXhYuPwmw.
[15] 大圣的小宇宙.如果不是因为一场意外,大唐诗坛一哥或许不是李白[EB/OL].[2021-10-01]. https://mp.weixin.qq.com/s/IGTFVpBaXqaAn99Usenn7w.
[16] 艺非凡.中国南海首次发现鲸落:一鲸落,万物生!这是世界上最浪漫的死亡……[EB/OL].[2021-10-01]. https://mp.weixin.qq.com/s/Q66gm4Vraag9O15EQOYZWg.
[17] 大才子造了一个谣,骗了我们几百年[EB/OL].[2021-10-01]. https://mp.weixin.qq.com/s/vzH01LzpEnF4bHL51jkiBQ.
[18] 西藏自治区图书馆."四讲四爱"激发西藏脱贫攻坚动能[EB/OL].[2021-10-01]. https://mp.weixin.qq.com/s/6exLFNvJadMJqC16qKOJtg.
[19] 吉林省图书馆.一"荐"倾心|《读懂古典诗词》[EB/OL].[2021-10-01]. https://mp.weixin.qq.com/s/vcBF-tL17GiK8uJOuVWiRw.
[20] 范并思.阅读推广与图书馆学:基础理论问题分析[J].中国图书馆学报,2014, 40(5):4-13.
[21] 崔永欣.一流大学图书馆微信阅读推广内容营销策略研究[D].天津:天津工业大学, 2020.作者贡献说明:李倩:选题、整体结构确定,论文修改;王帅:文献调研与整理,论文构思,论文起草。
Outlines

/