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Person Name Attribute Knowledge Mining and Its Application for Query Classification |
Zhang Mei, Duan Jianyong, Xu Jichao |
College of Information Engineering, North China University of Technology, Beijing 100144, China |
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Abstract There are many name entity queries in the Web logs, and person name queries are more than half of these queries. This paper uses Web logs and Wikipedia information to construct the person name knowledge base for the query recommendation. Firstly the person name entities are mined from Web logs and the attributes of these entities are combined by extracting from Wikipedia. With the help of the person name knowledge, the person names in the user queries are classified by the attribute patterns and statistic methods. Then related attribute knowledge is used to recommend the user Intents. The results show that the person name knowledge can be used effectively in the query classification.
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Received: 27 May 2013
Published: 27 September 2013
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