Graph-Based Text Representation: A Survey of Current Approaches

Geehan Sabah Hassan; Asma Khazaal Abdulsahib; Siti Sakira Kamaruddin

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Graph-Based Text Representation: A Survey of Current Approaches

机译：基于图的文本表示：当前方法的概述

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Lately, we have seen the problem of sparsity data has increased due to the increase in the amount of available documentation on the Internet, to take care of this issue need to choose the best strategy for the representation of the content. In recent years, scientists have been switched to the representation of the content graphically. Because the results of previous studies proved that the represented data as graphs reduce the problem of sparse data. So this study aims to review the sorts of graphs used to represent the content of documents. Were the exploratory outcomes recommended that our methodologies are superior to other methodologies in each of the synthetic global data sets and the real.

机译：最近，我们看到稀疏数据的问题由于Internet上可用文档数量的增加而增加，要解决此问题，需要选择最佳的内容表示策略。近年来，科学家已转向以图形方式表示内容。因为以前的研究结果证明以图形表示的数据减少了稀疏数据的问题。因此，本研究旨在回顾用于表示文档内容的图的种类。探索性结果是否建议我们的方法在每个综合全局数据集和实际数据中均优于其他方法。

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《Research journal of applied science, engineering and technology》 |2017年第9期|334-340|共7页
作者
Geehan Sabah Hassan; Asma Khazaal Abdulsahib; Siti Sakira Kamaruddin;
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作者单位

College of Education for Human Science-Ibn Rushd, University of Baghdad, Baghdad, Iraq;

College of Education for Human Science-Ibn Rushd, University of Baghdad, Baghdad, Iraq;

School of Computing, Universiti Utara Malaysia, 06010 UUM Sintok, Malaysia;

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正文语种 eng
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关键词
Concept Frame Graph (CFG); Conceptual Graphs Model (CGM); Dependency Graph (DG); Formal Concept Analysis (FCA); sparsity problem; text representation schemes;

机译：概念框架图（CFG）;概念图模型（CGM）;依赖图（DG）;形式概念分析（FCA）;稀疏问题;文字表示方案;

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1. Graph-Based Text Representation: A Survey of Current Approaches [J] . Geehan Sabah Hassan, Asma Khazaal Abdulsahib, Siti Sakira Kamaruddin Research journal of applied science, engineering and technology . 2017,第9期

机译：基于图的文本表示：当前方法的概述
2. Graph-based Arabic text semantic representation [J] . Wael Etaiwi, Arafat Awajan Information Processing & Management . 2020,第3期

机译：基于图的阿拉伯文本语义表示
3. Leveraging deep graph-based text representation for sentiment polarity applications [J] . Bijari Kayvan, Zare Hadi, Kebriaei Emad, Expert systems with applications . 2020,第Apra期

机译：利用基于深图形的文本表示，用于情感极性应用
4. Graph-based text representation for Malay translated hadith text [C] . Nursyahidah Alias, Nurazzah Abd Rahman, Normaly Kamal Ismail, International Conference on Information Retrieval and Knowledge Management . 2016

机译：马来语翻译的圣训文本的基于图的文本表示
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机译：对开始广播的教科书研究方法进行的调查，结果为中学的工艺美术学生编写了广播教科书。
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机译：在系统评价中使用文本挖掘进行研究鉴定：当前方法的系统评价
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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。
8. Relevance of Human Behaviour Representation in Future C2 Systems: Current and Future Research Approaches [R] . Baeyer, A. 2003

机译：人类行为表征在未来C2系统中的相关性：当前和未来的研究方法

Graph-Based Text Representation: A Survey of Current Approaches

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