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基于潜在语义索引的文本摘要方法 被引量:17
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作者 林鸿飞 高仁璟 《大连理工大学学报》 CAS CSCD 北大核心 2001年第6期744-748,共5页
因特网上的在线文本自动编制摘要可以帮助用户有选择地阅读 .给出了基于潜在语义索引的文本摘要方法 .它采用向量空间模型作为文本表示方法 ,利用潜在语义索引来减少词汇间的“斜交”现象 ,在语义空间上进行项、句子、段落与文本之间的... 因特网上的在线文本自动编制摘要可以帮助用户有选择地阅读 .给出了基于潜在语义索引的文本摘要方法 .它采用向量空间模型作为文本表示方法 ,利用潜在语义索引来减少词汇间的“斜交”现象 ,在语义空间上进行项、句子、段落与文本之间的相似度计算 ,而不是单纯地依赖于特征项的频率信息 .依据对于文本主题的表现能力来确定摘要的各个组成部分及其组成方式 .此外 ,给出了文本摘要的评估方法 . 展开更多
关键词 人工智能 语义信息 文本摘要 潜在语义索引 微量空间模型 特征抽取 摘要评价 因特网
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Finite element analysis of micropipette aspiration considering finite size and compressibility of cells
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作者 LI YongSheng CHEN WeiYi 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2013年第11期2208-2215,共8页
Micropipette aspiration(MA) is widely applied in cell mechanics, however, at small deformations a common model corresponding to the MA is the half-space model wherein the finite cell size and cell compressibility are ... Micropipette aspiration(MA) is widely applied in cell mechanics, however, at small deformations a common model corresponding to the MA is the half-space model wherein the finite cell size and cell compressibility are neglected. This study extends the half-space model by accounting for the influence of cell geometry and compressibility(sphere model). Using a finite element analysis of cell aspiration into a micropipette, an elastic approximation formula of the aspirated length was derived for the sphere model. The approximation formula includes the geometry parameter of the sphere model(ζ = R/a, R is the radius of the cell, and a is the inner radius of the micropipette) and the Poisson's ratio v of the cell. The results indicate that the parameter and Poisson's ratio v markedly affect the aspirated length, particularly for small and v. When ζ→∞ and v→0.5,the approximation formula tends to the analytical solution for the half-space model. In the incompressible case(v = 0.5), within the general experimental range(ζ varying from 2 to 4), the difference between the analytical solution and the approximate one is significant, and is up to 29% of the approximation solution when ζ= 2. Additionally, parametere was introduced to evaluate the error of elastic moduli between the half-space model and sphere model. Based on the approximation formula, the ζ thresholds, beyond which e becomes larger than 10% and 20%, were derived. 展开更多
关键词 micropipette aspiration mechanical properties finite size COMPRESSIBILITY approximation formula
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