图 书 馆
除了动态心电图：作为一个成功的搜索用户行为预测Beyond DCG: User Behavior as a Predictor of a Successful Search |
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| 课程网址: | http://videolectures.net/wsdm2010_hassan_bdub/ |
| 主讲教师: | Ahmed Hassan |
| 开课单位: | 密歇根大学 |
| 开课时间: | 2010-10-12 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Web search engines are traditionally evaluated in terms of the relevance of web pages to individual queries. However, relevance of web pages does not tell the complete picture, since an individual query may represent only a piece of the user’s information need and users may have different information needs underlying the same queries. We address the problem of predicting user search goal success by modeling user behavior. We show empirically that user behavior alone can give an accurate picture of the success of the user’s web search goals, without considering the relevance of the documents displayed. In fact, our experiments show that models using user behavior are more predictive of goal success than those using document relevance. We build novel sequence models incorporating time distributions for this task and our experiments show that the sequence and time distribution models are more accurate than static models based on user behavior, or predictions based on document relevance. |
| 关 键 词: | 计算机科学; 网页搜索引擎; 静态模型 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-03-23：chenxin |
| 阅读次数: | 45 |