| 書目名稱 | Revealing Media Bias in News Articles | | 副標(biāo)題 | NLP Techniques for A | | 編輯 | Felix Hamborg | | 視頻video | http://file.papertrans.cn/830/829358/829358.mp4 | | 概述 | This book is open access, which means that you have free and unlimited access.Presents an interdisciplinary approach to reveal biases in English news articles reporting on a given political event.Intr | | 圖書封面 |  | | 描述 | .This open access book presents an interdisciplinary approach to reveal biases in English news articles reporting on a given political event. The approach named person-oriented framing analysis identifies the coverage’s different perspectives on the event by assessing how articles portray the persons involved in the event. In contrast to prior automated approaches, the identified frames are more meaningful and substantially present in person-oriented news coverage. ..The book is structured in seven chapters: Chapter 1 presents a few of the severe problems caused by slanted news coverage and identifies the research gap that motivated the research described in this thesis. Chapter 2 discusses manual analysis concepts and exemplary studies from the social sciences and automated approaches, mostly from computer science and computational linguistics, to analyze and reveal media bias. This way, it identifies the strengths and weaknesses of current approaches for identifying and revealing media bias. Chapter 3 discusses the solution design space to address the identified research gap and introduces person-oriented framing analysis (PFA), a new approach to identify substantial frames and t | | 出版日期 | Book‘‘‘‘‘‘‘‘ 2023 | | 關(guān)鍵詞 | Open Access; Natural Language Processing; Deep Learning; Media Bias; Content Analysis; Frame Analysis; Soc | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-17693-7 | | isbn_softcover | 978-3-031-17695-1 | | isbn_ebook | 978-3-031-17693-7 | | copyright | The Editor(s) (if applicable) and The Author(s) 2023 |
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