图 书 馆
部分排名的可视化集Visualizing Sets of Partial Rankings |
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| 课程网址: | http://videolectures.net/ida07_ukkonen_vsopr/ |
| 主讲教师: | Antti Ukkonen |
| 开课单位: | 雅虎公司 |
| 开课时间: | 2007-10-08 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Partial rankings are totally ordered subsets of a set of items. They arise in different applications, such as clickstream analysis and collaborative filtering, but can be difficult to analyze with traditional data analysis techniques as they are combinatorial structures. We propose a method for creating scatterplots of sets of partial rankings by first representing them in a high-dimensional space and then applying known dimensionality reduction methods. We compare different approaches by using quantitative measures and demonstrate the methods on real data sets from different application domains. Despite their simplicity the proposed methods can produce useful visualizations that are easy to interpret. |
| 关 键 词: | 部分排名; 点击流分析; 协同过滤; 降维方法 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-19：cxin |
| 阅读次数: | 25 |