Modeling Media History

IF 0.4 Q4 COMMUNICATION Media History Pub Date : 2022-05-25 DOI:10.1080/13688804.2022.2079484
P. Snickars
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Abstract

In an explorative manner, this article uses a data-driven digital history set-up to focus on media political issues in Sweden during the second half of the twentieth century. By distant reading and topic modeling a dataset of 3100 Swedish Government Official Reports between 1945 and 1989—a corpus of some 87 million tokens—the article gives a new perspective of how the Swedish state examined and discussed media in general and media politics in particular. Topic modeling is a computational method to study latent themes or discourses in a dataset by accentuating words that tend to co-occur and together create different topics. Via a computational interrogation of the dataset in a Jupyter Lab environment a number of media topics can be detected. They include the most common words for each media topic, but also reveal temporal periodizations when media political issues were foremost discussed as well as other societal topics that media was related to.
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建模媒体历史
以一种探索性的方式,本文使用数据驱动的数字历史设置来关注二十世纪下半叶瑞典的媒体政治问题。通过远距阅读和主题建模,对1945年至1989年间3100份瑞典政府官方报告的数据集(约8700万个代币的语料库)进行了分析,本文为瑞典政府如何审查和讨论媒体,特别是媒体政治提供了一个新的视角。主题建模是一种研究数据集中潜在主题或话语的计算方法,通过强调倾向于共同出现并共同创建不同主题的单词。通过在Jupyter Lab环境中对数据集进行计算查询,可以检测到许多媒体主题。它们包括每个媒体话题的最常见词汇,但也揭示了媒体政治问题以及与媒体相关的其他社会话题最重要的时间周期。
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来源期刊
Media History
Media History COMMUNICATION-
CiteScore
1.00
自引率
25.00%
发文量
28
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