Study on Query Expansion Model Based on Association Rules Mining
Huang Mingxuan1 Chen Yanhong2 Zhang Shichao3,4
1(Department of Math and Computer Science, Guangxi College of Education, Nanning 530023, China) 2(College of Physical Science, Guangxi University, Nanning 530004 , China) 3(College of Computer Science, Guangxi Normal University, Guilin 541004, China) 4(Faculty of Information Technology, University of Technology, Sydney, Australia)
In order to better apply association rule mining technique to query expansion and find out some better query expansion models, 4 categories of query expansion models with 13 varieties are given based on item-all-weighted association rule mining. Comparison of retrieval performances are made through experiments. Some better query expansion models are discovered.
黄名选,陈燕红,张师超. 基于关联规则挖掘的查询扩展模型研究[J]. 现代图书情报技术, 2007, 2(10): 47-51.
Huang Mingxuan,Chen Yanhong,Zhang Shichao. Study on Query Expansion Model Based on Association Rules Mining. New Technology of Library and Information Service, 2007, 2(10): 47-51.
［1］ Yufeng Jing and W. Bruce Croft. An Association Thesaurus for Information Retrieval［C］. In Proceedings of RIAO 94, 1994:146-160.
［2］ Jinxi Xu and W. Bruce Croft. Query Expansion Using Local and Global Document Analysis［C］. In proc. CAN-SIGIR Conference Retrieval, Zurich,Witzerland, 1996: 4-11.
［3］ Hang Cui, Ji-Rong Wen, Jian-Yun Nie,et alQuery Expansion by Mining User Logs［J］. IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 15, No. 4, July/August 2003: 829-839.
［4］ B.M. Fonseca, P.B. Golgher, E.S. de Moura,et al.Discovering Search Engine Related Query Using Association Rules［J］. Journal of Web Engineering 2004，2(4): 215-227.
［5］ Chengqi Zhang, Zhenxing Qin, Xiaowei Yan. Association-Based Segmentation for Chinese-Crossed Query Expansion［J］. IEEE Intelligent Informatics Bulletin, June 2005 Vol.5 No.1: 18-25.
［6］ Zhenxing Qin, Li Liu ,Shichao Zhang. Mining Term Association Rules for Heuristic Query Construction［C］. Proceedings of 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004: 145-154.
［7］ Mathias Géry and M. Hatem Haddad. Knowledge Discovery for Automatic Query Expansion on the World-Wide Web［C］. In: Proceedings of Advances in Conceptual Modeling: ER '99 Workshops, Lecture Notes in Computer Science 1727, Springer, Paris, France, November 15-18,1999: 34-347.
［8］ Min Song, Il-Yeol Song , Xiaohua Hu,et al.Semantic Query Expansion Combining Association Rules with Ontologies and Information Retrieval Techniques［C］. DaWaK 2005: 326-335
［9］ Jie Wei, Zhenxing Qin, Stéphane Bressan,et al.Mining Term Association Rules for Automatic Global Query Expansion: A Case Study with Topic 202 from TREC4［C］. In Proceedings of Americas Conference on Information Systems , 2000.
［10］ 黄名选，严小卫，张师超. 基于文本库的完全加权词间关联规则挖掘算法［J］. 第24届全国数据库学术会议（NDBC2007）录用，广西师范大学学报：自然科学版，2007（4）.
