图 书 馆
短会话中的搜索查询的消歧Search Query Disambiguation from Short Sessions |
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| 课程网址: | http://videolectures.net/bsciw08_mihalkova_sqdss/ |
| 主讲教师: | Lilyana Mihalkova, Raymond J. Mooney |
| 开课单位: | 德克萨斯大学 |
| 开课时间: | 2008-12-20 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Web searches tend to be short and ambiguous. It is therefore not surprising that Web query disambiguation is an actively researched topic. However, most existing work relies on the existence of search engine log data in which each user's search activities are recorded over long periods of time. Such approaches may raise privacy concerns and may be difficult to implement for pragmatic reasons. In this work, we present an approach to Web query disambiguation that bases its predictions only on a short glimpse of user search activity, captured in a brief session of about 5--6 previous searches on average. Our method exploits the relations of the current search session in which the ambiguous query is issued to previous sessions in order to predict the user's intentions and is based on Markov logic. We present empirical results that demonstrate the effectiveness of our proposed approach on data collected form a commercial general-purpose search engine. |
| 关 键 词: | 短会话; 搜索查询; 消歧 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-08：yumf |
| 阅读次数: | 19 |