.png){kind=icon}
返回
CatDetect, a framework for detecting Catalan tweets
.png){kind=icon}
OA
AI
DOI：10.1007/s11042-020-10182-3.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This work deals with language detection. It includes new proposals ranging from lexicon and morphological analysis to an increasing use of machine learning solutions. In this case, the language study is focused on Catalan, a minority language. In the context of the Twitter social network, this increases difficulty in detecting tweets (messages written on the Twitter social network). To achieve that, a Catalan-Twitter corpus was generated using lexical and morphological approaches, which then will be used to create supervised models based on machine learning techniques. They were also evaluated in order to see which obtains the best prediction score and thus, is the most suitable to be used. We demonstrate how our proposal is successful with Twitter in the case of minority languages. The best model is to be used on a website, where users can test the algorithm interactively in the front-end webpage and in background by means of a webservice across a RESTful API.
Keyword:
Catalan
Language detection
Twitter corpus
Machine learning
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
3
论文数:
2.0W
被引数:
3.2W
机构
引用论文
Use of CRISPR–cas9 gene targeting for genome-scale CRISPR screening in a glioma stem-cell line利用CRISPR–cas9基因靶向技术进行胶质瘤干细胞系的基因组规模CRISPR筛选.png)
The Lancet
The LancetIF0
PREAI
分享收藏Stability of Iodine in Iodized Salt Used for Correction of Iodine-Deficiency Disorders. II用于纠正碘缺乏病的碘盐中碘的稳定性。二
PREAI
分享收藏分享收藏Clinical, Morphological and Clonal Progression of VEXAS Syndrome in the Context of Myelodysplasia Treated with AzacytidineVEXAS综合征在骨髓增生异常治疗中使用阿扎胞苷治疗背景下的临床、形态学和克隆进展
OAAI
OAAI分享收藏
查看更多内容