Thematic Learning-based Full-text Retrieval Research on British and American Journalistic Reading

机译：基于专题学习的英美新闻阅读全文检索研究

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As for Journalistic Reading Course teaching, it is rather difficult to retrieve instructive and valuable ones from massive online news. In combination with the actual course requirements, the paper endeavors to adopt thematic learning as a means and attach more importance to such three weight indicators as news title, length and timeliness to redesign weight function on the basis of Lucene full-text retrieval algorithm. The comparative experiments prove that the respective addition of length weight, title weight and timeliness weight guarantees the retrieval precision ratio of the top ten improved by 43.6%, 69.2% and 35.9% than before, and by 94.9% after a simultaneous addition of these three weights. It verifies that the search result of the top ten after improvement is more in line with actual teaching requirements in terms of news length and timeliness.

机译：至于新闻阅读课程的教学，要从大量的在线新闻中检索具有指导意义和有价值的内容是相当困难的。结合实际课程要求，本文尝试以专题学习为手段，更加重视新闻标题，时长和时效性三个权重指标，在Lucene全文检索算法的基础上重新设计权重函数。对比实验证明，分别增加长度权重，标题权重和及时性权重，可以确保前十名的检索精度比以前提高了43.6％，69.2％和35.9％，而同时增加了这三种，则提高了94.9％。重量。验证了改进后的前十名的搜索结果在新闻时长和时效性方面更符合实际的教学要求。

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《International Conference on Computer Science and Education》|2019年|611-615|共5页
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Jiang-xia YU; Ai-yuan SU; Wang-yang LIU; Xu CHENG; Jing YANG;
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Education; Indexes; Big Data; Information science; International relations; Media; Semantic search;

机译：教育;索引;大数据;信息科学;国际关系;媒体;语义搜索;

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2. Deep Learning-based Extraction of Algorithmic Metadata in Full-Text Scholarly Documents [J] . Iqra Safder, Saeed-Ul Hassan, Anna Visvizi, Information Processing & Management . 2020,第6期

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3. The Moral Judgment of Minority Journalists: Evidence From Asian American, Black, and Hispanic Professional Journalists [J] . Renita Colemana* Mass Communication and Society . 2011,第5期

机译：少数民族记者的道德判断：来自亚裔美国人，黑人和西班牙裔专业记者的证据
4. Thematic Learning-based Full-text Retrieval Research on British and American Journalistic Reading [C] . Jiang-xia YU, Ai-yuan SU, Wang-yang LIU, International Conference on Computer Science and Education . 2019

机译：基于专题学习的英国新闻阅读全文检索研究
5. Modeling and Solving Term Mismatch for Full-Text Retrieval. [D] . Zhao, Le. 2012

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6. Probabilistic and machine learning-based retrieval approaches for biomedical dataset retrieval [O] . Payam Karisani, Zhaohui S Qin, Eugene Agichtein 2018

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机译：点评：历史的研究：一个书目指南，历史的英语理念从柯勒律治到科林伍德，英国当地历史，亚瑟和他的英语变脸：亚瑟王传说中中世纪英国生活和文学，在英国文艺复兴时期颁布性别舞台上，莎士比亚的女性结局，写英文共和国：诗歌，修辞学和政治学1627年至1660年，对旧的新故事：在小说中，天主教和反天主教在早期现代英语文本，长子继承权和继承权在英国圣经模式：综述文学中的历史和代表，通过对小说恢复的英语内战：一个注释的参考书目，戴安娜，自我利益和英国国家身份，古人与现代人之间的古典罗马的痕迹和古典罗马：巴洛克文化在恢复英格兰，浪漫英格兰的Bacchus：1780-1830，厌恶经济学的作家和饮料：十八世纪的文学业务ritain，伪造的房子在十八世纪的英国，穿着我们的衣服，牛津伴侣的浪漫时代：英国文化，1776 - 1832，国内空间：阅读十九世纪的内部，维多利亚人理论上：从德里达到布朗，美德的年龄：英国文化从恢复到浪漫主义，悲惨的痛苦：维多利亚州的残疾和感情，妇女作家第一次世界大战：一个注释的书目，文学中的酒吧，英国工业小说，人类的缘故想要：市场苏格里希第德森市场的经济和美学。 C.，历史的研究：一个书目指南，第二版，曼彻斯特大学出版社，2000，第十四+ 140，£40.00.ParkerChristopher，历史的英语从理念到柯勒律治科林伍德，Ashgate出版社，2000，页。 VII + 244，£45.Richardsonr。 C.（ed。），英语当地历史的变化面孔，ashgate，2000，pp。viii + 218，£45.00.00.00.Parronw。 RJ（编辑），亚瑟和他的英文：亚瑟王传说中中世纪英国生活和文学，威尔士出版社，1999年大学，第398，£35.00.ComensoliViviana和RussellAnne（EDS），英国文艺复兴舞台上颁布性别，伊利诺伊大学出版社，1999，第270页，18.95英镑; SaunderseVe Rachel，在早期现代英格兰舞台上的雷切尔，性别和识字，剑桥大学出版社，1999，PP。260，£35.BerringPhilippa，莎士比亚的女性化的遗址，Routledge，1999，PP。197，£15.99 PB。 Bellilona，伊丽莎白裔女性和甲师诗歌，剑桥大学出版社，1998，PP。262，£35.00.norbrookdavid，写英国共和国：诗歌，修辞和政治1627-1660，剑桥大学出版社，1999，PP。XIII + 509 ，£40.FischHarold，对于旧的新故事：在小说，Macmillan出版社，1998年，第圣经模式X + 236，£42.50; Fischharold，Shakespeare，Milton和Blake的圣经存在，1999年，PP。Xi + 330，£45.marottiarthur F.（Ed。），天主教和早期现代英语文本，Macmillan，1999，PP的天主教和反天主教。XVII + 266，£47.50; Shellalison，天主教，争议和英国文学想象，1558-1660，剑桥大学出版社，1999，PP。XI + 309，£37.50.Jamoussizouheir，Punigoghts和Envland在英国：他们在文学中的历史和代表调查，中心出版大学，突尼斯，1999，PP。293,8 DT.Murphorn Xane C.，英语内战通过虚构的恢复：一个注释书目，格林伍德出版社，韦斯特波特，CT，CT。，2000，PP。VIII + 349，£63.95 .HammondPaul，德莱顿和古典罗马，克拉伦登出版社，牛津，1999年的痕迹，第305，£45.00.LevineJoseph M.，古人和现代人之间：巴洛克文化恢复英格兰，耶鲁大学出版社，1999，页。 XIV + 279，£27.50.50.50.5.50.Tayloranya，浪漫英格兰的Bacchus：作家和饮料，1780-1830，Macmillan，1999，PP。Xi + 264，£47.50.Mandelllaura，罕有内容：十八世纪英国的文学业务，肯塔基州大学，1999，PP。X + 228，$ 42.00.Bainespaul，在十八世纪的英国伪造之家，阿什捷，1999年，PP。第八次+ 195，£47.50.50.50.50.Munnsjessica和Richardspenny（EDS），穿着我们，纽瓦克，特拉华大学出版社，1999，PP。362，£ 37.McCalmanIain（编辑），牛津伴侣对浪漫的年龄：英国文化，1776年至1832年，牛津大学出版社，1999，页。 XII + 780，£85.Brydeninga和Floydjanet（EDS），国内空间：阅读十九世纪内部，曼彻斯特大学出版社，1999，PP。XII + 219，£40.00; KiddAlan和NichollsDavid（EDS），性别，公民文化和消费：在英国，1800年至1940年中产阶层的身份，曼彻斯特大学出版社，1999年，第十四+ 223，£46.00，PB。 14.99英镑的理论上，从Derrida到Browning，曼彻斯特大学出版社，1999年，PP。X + 180，£40.Moreedavid，富于浪漫主义，2000，2000，PP。八+ 330，£45.Klesmary，悲惨的痛苦：宾夕法尼亚大学的维多利亚州美国的残疾和感情，1999年，第211次，第一次第一次世界大战的妇女作家：一名注册参考书目，rutledge，2000，pp。230，75英镑; TyleeClaire与Turnerelaine和Cardinalagnes（EDS），战争扮演妇女：国际选集，Routledge，2000，PP。225，£16.99 PB.Taylorjohn A.，戴安娜，自身利益和英国国家身份，Praeger，2000，PP 。169，£44.95.EARNShawsteven，文学中的酒吧，曼彻斯特大学出版社，2000，PP。X + 294，£45和15.99英镑PB.Klaush。古斯塔夫和骑士。（EDS），英国工业小说，威尔士大学出版社，2000，PP。VIII + 212，£14.99 PB。 Balchjack S.，伊利诺伊大学高中中午的灯，2000年，PP。XL + 404，$ 19.45 PB。康罗伊士队，伊利诺伊大学的世界胜利，2000年，PP。XXXV + 348，17.95磅PB.Gagnierregenia，人类想要的缘故：市场学会的经济学和美学，芝加哥大学出版社，2000，PP。352，£ 10.50 PB。

Thematic Learning-based Full-text Retrieval Research on British and American Journalistic Reading

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