计算机技术文本分类中的语义分析算法的实践探讨
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摘要
大数据时代的到来,为人们带来大量的文本信息,而如何在文本信息中搜寻有效信息,成为人们关注重点。文本分类技术是一项以人工技能为基础的新型技术,其能够根据语义分析将计算机技术文本进行科学分类,帮助人们获得其想要的信息,满足群众的需求。对此,文章基于语义分析,探讨了文本分类技术的应用。
The arrival of the era of big data has brought a lot of text information to people, and how to search for effective information in text information has become the focus of attention. Text classification technology is a new technology based on artificial skills. It can scientifically classify computer technical texts according to semantic analysis, helping people to get the information they want and meet the needs of the masses. In this regard, the article based on semantic analysis, explores the application of text classification technology.
The arrival of the era of big data has brought a lot of text information to people, and how to search for effective information in text information has become the focus of attention. Text classification technology is a new technology based on artificial skills. It can scientifically classify computer technical texts according to semantic analysis, helping people to get the information they want and meet the needs of the masses. In this regard, the article based on semantic analysis, explores the application of text classification technology.
引文
[1]曹锋,张代远.文本分类技术研究[J].电脑知识与技术,2009(32):9023-9025.
[2]杜隆胤.基于语义分析在计算机技术文本分类中的应用研究[J].现代电子技术, 2016(5):147-148.
[3]许泽文.基于语义分析的半监督文本分类技术研究[J].北京工业大学, 2017(6):117-117.
[4]戚后林,顾磊.概率潜在语义分析的KNN文本分类算法[J].计算机技术与发展, 2017(6):112-112.
[5]季铎,毕臣,蔡东风.基于类别信息优化的潜在语义分析分类技术[J].中国科学技术大学学报, 2015(4):112-114.
[6]徐沛娟.中文文本分类相关算法的研究与实现[J].吉林大学学报(理学版), 2009(4):790-794.
[2]杜隆胤.基于语义分析在计算机技术文本分类中的应用研究[J].现代电子技术, 2016(5):147-148.
[3]许泽文.基于语义分析的半监督文本分类技术研究[J].北京工业大学, 2017(6):117-117.
[4]戚后林,顾磊.概率潜在语义分析的KNN文本分类算法[J].计算机技术与发展, 2017(6):112-112.
[5]季铎,毕臣,蔡东风.基于类别信息优化的潜在语义分析分类技术[J].中国科学技术大学学报, 2015(4):112-114.
[6]徐沛娟.中文文本分类相关算法的研究与实现[J].吉林大学学报(理学版), 2009(4):790-794.