|
|
Query Semantic Relation Mining from Web Log and Its Application |
Duan Jianyong, Xu Jichao, Zhang Mei |
College of Information Engineering, North China University of Technology, Beijing 100144, China |
|
|
Abstract By mining semantic relation between Web log query terms, this paper puts the HowNet semantic knowledge into clustering algorithm to achieve search engine optimization.In order to understand user needs better, the method uses machine learning algorithms to analyze query log deeply,and puts query items into the depth of analysis.The paper makes the back page more reasonable and presents more accurate Web results to the users.
|
Received: 28 November 2011
Published: 26 February 2012
|
|
[1] Sharma A K,Aggarwal N, Duhan N,et al.Web Search Result Optimization by Mining the Search Engine Query Logs[C].In:Proceedings of 2010 International Conference on Methods and Models in Computer Science(ICM2CS-2010).2010:39-45.[2] Meij E, Bron M, Huurnik B, et al.Learning Semantic Query Suggestions[C].In: Proceedings of the 8th International Semantic Web Conference(ISWC 2009).2009:424-440.[3] Ma H,Yang H,King I,et al.Learning Latent Semantic Relations from Click Through Data for Query Suggestion[C].In: Proceeding of the 17th ACM Conference on Information and Knowledge Management. 2008:709-718.[4] Brin S,Page L.The Anatomy of a Large-scale Hypertextual Web Search Engine[J].Computer Networks and ISDN Systems, 1998,30(1):1-7.[5] Mo Y F.A Study on Tactics for Corporate Website Development Aiming at Search Engine Optimization[C].In:Proceedings of the 2nd International Workshop on Education Technology and Computer Science.2010:673-675.[6] 黄志栋,员巧云.基于PageRank算法的索索引擎优化策略[J]. 情报探索 ,2011(1):34-37.[7] 马晓玲,吴永和.对于搜索引擎优化(SEO)的研究[J]. 情报杂志 ,2005,24(12):119-121.[8] 费巍,黄如花.基于用户行为分析的搜索引擎优化策略[J]. 图书情报工作 ,2005,49(10):75-77.[9] 张振幸,李金厚.一种基于义原重合度的词语相似度计算[J]. 信阳师范学院学报:自然科学版 ,2010,23(2):296-299.[10] 刘群,李素建.基于《知网》的词汇语义相似度的计算[C].见: 第三汉语词汇语义学研讨会 ,台北,中国.2002:59-76.[11] Wu B, Zhang D F, Lan Q H,et al.An Efficient Frequent Patterns Mining Algorithm Based on Apriori Algorithm and the FP-tree Structure[C].In:Proceedings of the 3rd International Conference on Convergence and Hybrid Information Technology.2008:1099-1102.[12] Zhang Z T, Yang M Y, Li S,et al.Sogou Query Log Analysis:A Case Study for Collaborative Recommendation or Personalized IR[C].In:Proceedings of 2009 International Conference on Asian Language Processing.2009:304-307. |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|