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基于AMTW算法的文本特征词权值计算

A feature words weighting scheme base on AMTW
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摘要 提出了一种基于文本集密度的特征词选择与权值计算的方法AMTW (ApproachofModifyingTermWeighting) .该方法可以找出不损失文本有效信息的最小特征词语集 ,设计出更为合理权值计算方案 . A method of feature selection and weighting scheme based on text set density is proposed, by which the set containing least elements and representing all variable information of a text can be found. A more reasonable weighting scheme is presented also, with its validity proved by an evaluating criterion, meta-scoring.
作者 曹慧
出处 《山东大学学报(工学版)》 CAS 2004年第3期92-95,共4页 Journal of Shandong University(Engineering Science)
关键词 信息检索 文本集密度 权值计算 元打分法 information retrieval text set density weighting meta-scoring
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参考文献2

  • 1RONG J, CHRISTOS F, ALEX G. Hauptmann meta-scoring:automatically evaluating term weighting schemes in IR without Precision -Recall[A]. The 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval[ C]. London: Gai
  • 2ROBERSON S E, WALKER S. Okapi/Keenbow [ A ]. The Eighth Text Retrieval Conference ( TREC-8 ) [ C ]. Lodon:Gaithershurg Press, 2000.

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