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基于特征项扩展的中文文本分类方法 被引量:1
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作者 陈立伟 井志强 葛秘蕾 《应用科技》 CAS 2010年第3期1-4,29,共5页
提出了一种基于特征项扩展的中文文本分类方法.该方法首先对文档的特征词进行分析,然后利用HowNet抽取最能代表主题的特征义原,接着根据这些义原对特征项进行扩展,并赋予扩展的特征项适当权值来说明其描述能力.最后利用扩展的特征项集... 提出了一种基于特征项扩展的中文文本分类方法.该方法首先对文档的特征词进行分析,然后利用HowNet抽取最能代表主题的特征义原,接着根据这些义原对特征项进行扩展,并赋予扩展的特征项适当权值来说明其描述能力.最后利用扩展的特征项集提取特征进行分类.该文重点研究了如何抽取特征义原,如何给扩展项设定一个合适的权值.实验证明,该文方法能增加有效的特征项的数目,使分类正确率和稳定性均得到提高. 展开更多
关键词 文本分类 特征选择 特征项扩展 特征义原
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Geochemistry of Trace and Rare Earth Elements in Red Soils from the Dongting Lake Area and Its Environmental Significance 被引量:7
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作者 MAO Long-Jiang MO Duo-Wen +1 位作者 YANG Jing-Hong SHI Chen-Xi 《Pedosphere》 SCIE CAS CSCD 2009年第5期615-622,共8页
Trace element(TE) and rare earth element(REE) contents in red soils from the Dongting Lake area of China were determined to understanding the provenance and weathering characteristics of the red soils.The results show... Trace element(TE) and rare earth element(REE) contents in red soils from the Dongting Lake area of China were determined to understanding the provenance and weathering characteristics of the red soils.The results showed similar REE distribution patterns among red soils from the Dongting Lake area,Xiashu loess from Zhenjiang,loess and Pliocene red soil from the Loess Plateau.These patterns implied a similar provenance from dust-storms,except for red soil R5 which formed by bedrock weathering and had significant light REE(LREE) enrichment and heavy REE(HREE) depletion due to longer weathering periods and higher intensity of weathering.Trace element,especially the Rb/Sr and Li/Ba ratios,and REE,especially the LREE/HREE ratio and δEu could trace weathering intensity.Higher Rb/Sr,Li/Ba,and LREE/HREE ratios and negative Eu anomalies were present in the red soils from the Dongting Lake area.The weathering intensity was in the decreasing order of R5 in the Dongting Lake area > red soils from the Dongting Lake area(including reticulate red soil,weak reticulate red soil,and homogeneous red soil formed by dust storms) > Xiashu loess from Zhenjiang > loess-paleosol and Pliocene red soil from the Loess Plateau.Variations in the TE and REE contents of soil could be effectively used to study the provenance and the weathering intensity. 展开更多
关键词 Hunan Province PROVENANCE sedimentary processes weathering intensity
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