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  • 标题:Quantum Criticism: a Tagged news Corpus Analysed for Sentiment and Named Entities
  • 本地全文:下载
  • 作者:Ashwini Badgujar ; Sheng Cheng ; Andrew Wang
  • 期刊名称:Computer Science & Information Technology
  • 电子版ISSN:2231-5403
  • 出版年度:2020
  • 卷号:10
  • 期号:5
  • 页码:103-120
  • DOI:10.5121/csit.2020.100509
  • 出版社:Academy & Industry Research Collaboration Center (AIRCC)
  • 摘要:In this project, we continuously collect data from the RSS feeds of traditional news sources. We apply several pre-trained implementations of named entity recognition (NER) tools, quantifying the success of each implementation. We also perform sentiment analysis of each news article at the document, paragraph and sentence level, with the goal of creating a corpus of tagged news articles that is made available to the public through a web interface. Finally, we show how the data in this corpus could be used to identify bias in news reporting.
  • 关键词:Content Analysis ;Named Entity Recognition ;Sentiment Analysis.
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