J4

• Articles • Previous Articles     Next Articles

An algorithm to cluster the search results basedon the association rules

SONG Chun-fang,SHI Bing   

  1. School of Computer Science & Technology, Shandong Univ., Jinan 250061, Shandong, China
  • Received:2006-03-09 Revised:1900-01-01 Online:2006-10-24 Published:2006-10-24
  • Contact: SONG Chun-fang

Abstract: A method is offered to cluster the search results.It uses the association rules getting the salient phrases in the Web documents,and the salient phrases just represent the corresponding clusters.The documnets in the clusters are related to the salient phraes.Then the clusters are ranked according to the score we have assigned for each of them,and finally the results are displayed to the uses.

Key words: information retrieval , salient phrase, association rules, cluster, search engine

[1] CUI Zhao-yang, SUN Jia-qi, XU Song-yan, JIANG Xin. A secure clustering algorithm of Ad Hoc network for colony UAVs [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2018, 53(7): 51-59.
[2] CHEN Xin, XUE Yun, LU Xin, LI Wan-li, ZHAO Hong-ya, HU Xiao-hui. Text feature extraction method for sentiment analysis based on order-preserving submatrix and frequent sequential pattern mining [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2018, 53(3): 36-45.
[3] WANG Kai, HONG Yu, QIU Ying-ying, WANG Jian, YAO Jian-min, ZHOU Guo-dong. Study on boundary detection of users query intents [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2017, 52(9): 13-18.
[4] HUANG Dong, XU Bo, XU Kan, LIN Hong-fei, YANG Zhi-hao. Short text clustering based on word embeddings and EMD [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2017, 52(7): 66-72.
[5] XIE Shu-cui, SHAO Ai-xia, ZHANG Jian-zhong. A quantum multi-proxy blind signature scheme based on cluster state [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2017, 52(6): 105-110.
[6] XU Zhong-hao, LI Tian-qi. Analysison statistical characteristic of Chinese stock market based on complex networks [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2017, 52(5): 41-48.
[7] CAO Rong, HUANG Jin-zhu, YI Mian-zhu. Information retrieval: the final direction of human language technology research in DARPA [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(9): 11-17.
[8] MENG Ye, ZHANG Peng, SONG Da-wei. Study on collection statistics for parameter selection in pseudo relevance feedback [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(7): 18-22.
[9] LIU Chi, YAN Hong-fei. Deduplicating search results of cloud disk resources using meta-information [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(7): 11-17.
[10] ZHAI Peng, LI Deng-dao. The fuzzy clustering algorithm based on inclusion index of Gausian membership function [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(5): 102-105.
[11] LIU Ying-ying, LIU Pei-yu, WANG Zhi-hao, LI Qing-qing, ZHU Zhen-fang. A text clustering algorithm based on find of density peaks [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(1): 65-70.
[12] FAN Yi-xing, GUO Yan, LI Xi-peng, ZHAO Ling, LIU Yue, YU Xiao-ming, CHENG Xue-qi. A multi-level page clustering method based on page segmentation [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2015, 50(07): 1-8.
[13] LI Sheng-dong, LÜ Xue-qiang, SUN Jun, SHI Shui-cai. Improvement of Lucene full-text indexing efficiency [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2015, 50(07): 76-79.
[14] ZHAO Guan-bao, LIU Yun. An efficient bittable based frequent itemsets mining algorithm [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2015, 50(05): 23-29.
[15] ZHU Rui. E-commerce community clustering model based on trust [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2015, 50(05): 18-22.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!