Arabic Text Classification of News Articles Using Classical Supervised Classifiersdoi:10.1109/ICTCS.2019.8923073Support vector machines,Feature extraction,Business,Internet,Vegetation,Machine learningAutomatic document categorization gains more importance in view of the plethora of textual documents added constantly...
Southeast University, Ministry of EducationRenyong LiFocus Technology Co., Ltd.Xin YangFocus Technology Co., Ltd.Springer, Berlin, HeidelbergGui, Y., Gao, Z., Li, R., and Yang, X. (2012). Hierarchical text classification for news articles based-on named enti- ties. In Advanced Data ...
Document Classification for Newspaper Articles.; 2009. Google Scholar 11 Liliana DY, Hardianto A, Ridok M. Indonesian News Classification using Support. International Journal of Computer, Electrical, Automation, Control and Information Engineering Vol:5. 2011;: p. 1015-1018. Google Scholar 12 Sharma...
Research on Text Classification of Online News 自然语言处理(Natural Language Processing,NLP)是当今计算机研究中比较热门和重要的方向之一。文本分类作为NLP的基础任务,其目的是通过对文本内容进行计算或者训练,从而实现文本的自动分类。随着互联网数据规模越来越大,新闻数据量以爆炸性的速度增长。大量低价值的新闻信息...
Text classification is a basic task in natural language processing. The text classification task can be divided into two subtasks according to the size of the text: short text classification and long text classification. Long text classification has great application value in crime prediction, news ...
However, with the increasing interest in the area of text classification, we need the most recent systematic overview to better understand what has been achieved in this field. In this study, we aim to overcome the difficulties mentioned above. Moreover, the article presents a latest and ...
A huge amount of data is generated daily leading to big data challenges. One of them is related to text mining, especially text classification. To perform
Text Classification 文本分类(Text Classification)是自然语言处理中的一个重要应用技术,根据文档的内容或主题,自动识别文档所属的预先定义的类别标签。文本分类是很多应用场景的基础,比如垃圾邮件识别,舆情分析,情感识别,新闻自动分类,智能客服机器人的知识库分类等等。本文分为两个部分: ...
nlptext-classificationmldatasetnlp-resourcesnlp-machine-learningbbc-newsmultilabel-classificationnlp-datasetstagtogtext-annotation-tool UpdatedSep 29, 2021 HTML A project to predict the type of webpage from its text. nlptext-classificationbert-fine-tuning ...
More formally, text classification is an analytical process that takes any text document as input and assigns a label (or classification) from a predetermined set of class labels. From: Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications, 2012 ...