图 书 馆
个性化使用长期浏览历史网页搜索Personalizing Web Search using Long Term Browsing History |
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| 课程网址: | http://videolectures.net/wsdm2011_matthijs_pws/ |
| 主讲教师: | Nicolaas Matthijs |
| 开课单位: | 剑桥大学 |
| 开课时间: | 2011-10-09 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Personalizing web search results has long been recognized as an avenue to greatly improve the search experience. We present a personalization approach that builds a user interest profile using users' complete browsing behavior, then uses this model to rerank web results. We show that using a combination of content and previously visited websites provides effective personalization. We extend previous work by proposing a number of techniques for filtering previously viewed content that greatly improve the user model used for personalization. Our approaches are compared to previous work in offline experiments and are evaluated against unpersonalized web search in large scale online tests. Large improvements are found in both cases. |
| 关 键 词: | 计算机科学; 网络搜索; 历史记录 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-06：zyk |
| 阅读次数: | 41 |