Interesting patterns using goal programming

Yasir Imtiaz Khan, Asim Raza, Syed Hasnain Haider
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Abstract

Data mining leads to the discovery of large number of patterns, all of these patterns can not be of interest to user. So mining of interesting patterns from the set of mined patterns is an issue. According to the user's interest at particular time, set of interesting patterns can be mined; the interest of user can vary with the time. In this paper we proposed that using goal programming we can find the interesting patterns according to the user's requirement at particular time. In order to control the priority of interesting patterns we can attach the deviational variables. Set of interesting patterns can be mined according to the user's will at particular time.
使用目标编程的有趣模式
数据挖掘会发现大量的模式,而这些模式都是用户不感兴趣的。因此,从已挖掘的模式集中挖掘有趣的模式是一个问题。根据用户在特定时间的兴趣,可以挖掘出一组有趣的模式;用户的兴趣会随着时间而变化。本文提出了利用目标规划方法,在特定的时间根据用户的需求找到感兴趣的模式。为了控制有趣模式的优先级,我们可以附加偏差变量。在特定的时间,可以根据用户的意愿挖掘出一组有趣的模式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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