图 书 馆
MiTexCube：用于在线分析文本单元格的MicroTextCluster CubeMiTexCube: MicroTextCluster Cube for Online Analysis of Text Cells |
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| 课程网址: | http://videolectures.net/cidu2011_zhang_mitexcube/ |
| 主讲教师: | Duo Zhang |
| 开课单位: | 伊利诺伊大学 |
| 开课时间: | 2012-06-27 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | A fundamental problem for analysis of multidimensional text databases is efficient and effective support of various kinds of online applications, such as summarizing the content of text cells and comparing the contents across multiple text cells. In this paper, we propose a new infrastructure called MicroTextCluster Cube (or MiTexCube) to support efficient online text analysis on multidimensional text databases by introducing micro-clusters of text documents as a compact representation of text content. Experimental results on a real multidimensional text database show that applications based on the proposed materialized MiTexCube are more efficient than the baseline method of direct analysis based on document units in each cell, without sacrificing much quality of analysis, and MiTexCube naturally accommodates flexible tradeoff between efficiency and quality of analysis. |
| 关 键 词: | 多维文本数据库; 计算机科学; 文本单元格; 在线文本分析 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-07-13：yumf |
| 阅读次数: | 43 |