Automatic Sinhala News Classification Approach for News Platforms

机译：新闻平台的自动僧伽罗新闻分类方法

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Because of generating various news articles in large scale, online sources moved into an automatic categorization mechanism. This research has been conducted using LDA topic modeling approach and using other classification algorithms to establish a news categorization solution. Sinhala news websites have only few news categories and do not have any relationships or hierarchies between the categories. Therefore, some users require to search manually and find the necessary articles which are in those categories. Purpose of this study is to build a news categorization model with categorization hierarchies for Sinhala news articles. The goals of the models are to identify the most suitable news category for a related news article and develop hierarchies using generated news categories and assign the news articles according to the hierarchical structure. The final experiments and evaluations show that the solution performs well to solve the automatic categorization problem in Sinhala news platforms.

机译：由于在大规模的各种新闻文章中产生了各种新闻文章，在线源迁移到自动分类机制中。本研究已经使用LDA主题建模方法进行，并使用其他分类算法来建立新闻分类解决方案。 Sinhala新闻网站只有很少的新闻类别，并且在类别之间没有任何关系或层次结构。因此，一些用户需要手动搜索并找到在这些类别中的必要文章。本研究的目的是为僧伽伽罗新闻文章的分类层次建立新闻分类模型。模型的目标是为相关新闻文章识别最合适的新闻类别，并使用生成的新闻类别开发层次结构，并根据分层结构分配新闻文章。最终的实验和评估表明，该解决方案能够良好地解决Sinhala新闻平台的自动分类问题。

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《IEEE International Conference on Engineering Technologies and Applied Sciences》|2020年|1-6|共6页
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Gayashan Kirindage; Navod Godewithana;
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Support vector machines; Conferences; Text categorization; Libraries; Classification algorithms; Task analysis; Information technology;

机译：支持向量机;会议;文本分类;图书馆;分类算法;任务分析;信息技术;

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2. Automatic Text Classification of English Newswire Articles Based on Statistical Classification Techniques [J] . GUOWEI ZU, WATARU OHYAMA, TETSUSHI WAKABAYASHI, Electrical engineering in Japan . 2005,第1期

机译：基于统计分类技术的英语新闻专栏文章自动文本分类
3. Understanding news-sharing across different platforms: the effects of newsworthiness and gratifications from news-sharing [J] . Inyoung Park, Daeho Lee Information Research . 2020,第4期

机译：了解不同平台的新闻共享：新闻处和新闻共享的效果
4. The trend among television stations toward development of citizen news platforms: PeoPo vs. WEnews platforms in Taiwan as an example [C] . Tsai Mavis, Liu LiangJun 2011 Proceedings of Technology Management in the Energy Smart World . 2011

机译：电视台向公民新闻平台发展的趋势：以台湾的PeoPo与WEnews平台为例
5. Motivations for Usage of National Political News in Social Networking Sites and Digital News Sites of the United States and South Korea: Comparison of Need for Social Affiliation, National Political Interest, and Perceived Platform Credibility [D] . Oh, Pyeongseon. 2018

机译：在美国和韩国的社交网站和数字新闻站点中使用国家政治新闻的动机：对社会归属的需求，国家政治利益和可感知的平台信誉的比较
6. Automatic online news monitoring and classification for syndromic surveillance [O] . Yulei Zhang, Yan Dang, Hsinchun Chen, -1

机译：自动在线新闻监视和分类以进行症状监视
7. Table 3: Blogging platforms, Wiki platforms and news aggregators filtered out of the list of news sites. [O] . -1

机译：表3：博客平台，Wiki平台和新闻汇总器从新闻网站列表中筛选出来。

Automatic Sinhala News Classification Approach for News Platforms

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