Ranking of Association Rules Toward Smart Decision for Smart City

被引:0
|
作者
Datta, Subrata [1 ]
Mali, Kalyani [2 ]
Roy, Pratyay [3 ]
机构
[1] NITMAS, Dept Informat Technol, Kolkata, India
[2] Kalyani Univ, Dept Comp Sci & Engn, Kalyani, W Bengal, India
[3] NITMAS, Dept Comp Sci & Engn, Kolkata, India
关键词
Association rule; gravity; trust; dissociation; ranking; smart city; DISCOVERED RULES;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Ranking of association rules based on their significance in knowledge discovery has become an important issue in data mining. Traditional mining algorithms may often generate a huge number of rules including less or non-significant ones. Users expect is to deal with the most significant association rules to get a smart decision. Ranking express the level of significance which may reduce the confusion in decision making. This paper introduces Gravity as a measure of rule significance and henceforth ranks the association rules. Experimental analysis shows the effectiveness of the proposed technique.
引用
收藏
页码:1398 / 1403
页数:6
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