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  • 标题:Media Literacy Education in the Age of Machine Learning
  • 本地全文:下载
  • 作者:Valtonen, Teemu ; Tedre, Matti ; Mäkitalo, Kati
  • 期刊名称:Journal of Media Literacy Education
  • 印刷版ISSN:2167-8715
  • 出版年度:2019
  • 卷号:11
  • 期号:2
  • 页码:20-36
  • DOI:10.23860/JMLE-2019-11-2-2
  • 出版社:University of Rhode Island
  • 摘要:The media environment has radically changed over the past few decades. Transition and transformation of media platforms has enabled algorithms and automation to take over media processes such as production, content generation, curation, delivery, recommendation, and filtering of information. It has also enabled tracking of users’ actions, data mining, profiling, and the use of computational and machine learning techniques for purposes like behavior engineering, targeted advertisement, spread of mis- and disinformation, swaying political moods, and many others. In the field of media literacy education, the need to understand algorithm-driven media requires educators to re-think the connections between media literacy education and computing education. This article provides an overview of some computational mechanisms of new media, and it provides new perspectives for media literacy education. The article suggests ways of intertwining media literacy education with computing education in order to improve students’ readiness to cope with modern media and to become critical and skilled actors to navigate in the new media landscape.
  • 关键词:Media literacy; Computational thinking; Social media; Machine learning
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