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    Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/84087

    Title: 新聞導言之智能生成;Intelligent generation of news lead
    Authors: 鍾文翔;Zhong, Wen-Xiang
    Contributors: 資訊管理學系
    Keywords: 新聞導言;事件提取;5w1h;TextRank;Word2Vec;News introduction;Event extraction;5w1h;TextRank;Word2Vec
    Date: 2020-08-24
    Issue Date: 2020-09-02 18:02:49 (UTC+8)
    Publisher: 國立中央大學
    Abstract: 新聞導言是新聞內容中相當重要的一部分,導言處在新聞的開頭,以最簡練的文字寫出文章中的重點內容,吸引讀者繼續看完整篇報導,導言主要可分為硬式新聞導言及軟式新聞導言兩種大類,硬式導言的內容通常包含新聞的何時(when)、何地(where)、何事(what)、何人(who)、為何(why)、如何(how),簡稱5w1h,要求在簡短的篇幅盡可能描述新文的主體;軟式導言則偏向使用新奇、懸疑的手法來吸引讀者興趣。但目前的自然語言處理任務中,生成新聞標題、新聞摘要的相關研究相當多,自動產生導言的研究卻較少。
    ;The news lead is a very important part of news content. The lead is at the beginning of the news, that is writes key content of the article in the most concise text to attract readers to read the entire report. The lead is written in many ways, but usually contains when, where, who, what, why, how in the news 5w1h information In natural language processing tasks, there are a lot of research is on generate headlines and summaries, but there are little research is on automatic lead.
    This research is mainly to establish a framework for automatically generating leads, the writing techniques and elements of the lead are analyzed by using TextRank and Word2Vec with sentence position, sentence length, and title overlap rate to identify key events in news to obtain a set of topic sentences. Then the sentence collections are used for pos tagging, named entity tagging, semantic role tagging and other methods to extract 5w1h elements in news, and then to generate hard news lead and soft news lead respectively.
    Seven common hard news lead types combined extract from hard news lead, and the 5w1h elements and the features of the lead are finally combined to produce a hard news lead. The introduction of soft news uses the syntax of hiding 5w1h elements to generate the lead of soft news.
    According to these methods, this research has produced hard news introduction and soft news introduction, ensuring that the news introduction generated contains enough key news information and can generate different types of introduction according to the needs of users.
    This research not only helps users reduce the manpower and time requirements for writing lead, but also makes the generated lead have a variety of writing styles, which can be changed according to the needs of users. The generated lead can also allow readers to quickly understand news information.
    Appears in Collections:[資訊管理研究所] 博碩士論文

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