摘要
对关联规则的交互式可视化挖掘过程进行了研究,其主要目标是将关联规则挖掘的整个过程用一种可视化的形式展现给用户,使其能够在挖掘过程中设置约束项、调整各种参数,实现用户与挖掘过程的交互,提高挖掘效率和用户对挖掘结果的满意度,从而解决传统关联规则挖掘缺乏针对性、挖掘过程缺乏可控性等问题。最后,把挖掘结果用XML/EXCEL表示,提高了挖掘结果的可使用性。
This paper introduces the interactive visualized mining process of association rules, it attempts to make the whole process of association rules mining exhibited to users so that users can set restrict item, adjust all parameters. It implements the interaction of users and mining process, increases mining efficiency and help users understand the mining results. It makes up traditional association rules mining＇s shortages which are mining process lacking items constraint, lacking control and so on. Finally, the mined results are expressed as XML/Excel format to enhance its use.
出处
《电子工程师》
2008年第4期49-53,共5页
Electronic Engineer
关键词
关联规则挖掘
可视化
交互式
XML
association rules mining
visualization
interactive
XML
