| 一种用户指导的关系数据分类算法 |
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| 引用本文： | 霍峥,郭景峰,王俊英. 一种用户指导的关系数据分类算法[J]. 微电子学与计算机, 2006, 23(9): 141-143 |
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| 作者姓名： | 霍峥 郭景峰 王俊英 |
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| 作者单位： | 燕山大学信息科学与工程学院,河北,秦皇岛,066004 |
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| 摘 要： | 提出了一种用户指导的关系数据分类算法。对朴素贝叶斯分类算法进行拓展。使其应用到多关系数据分类领域，并引入了用户指导的概念。该算法有效的提高了分类精确度，并且能够直接支持关系数据库．运行时间远远小于基于ILP技术的关系数据分类算法。
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| 关 键 词： | 关系数据分类 关系数据挖掘 朴素贝叶斯分类 类标号传递 |
| 文章编号： | 1000-7180（2006）09-0141-03 |
| 收稿时间： | 2006-04-28 |
A Classification Algorithm for Relational Data with User'''' Guidance |
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| HUO Zheng,GUO Jing-feng,WANG Jun-ying. A Classification Algorithm for Relational Data with User'''' Guidance[J]. Microelectronics & Computer, 2006, 23(9): 141-143 |
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| Authors: | HUO Zheng GUO Jing-feng WANG Jun-ying |
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| Affiliation: | College of Information Science and Engineering, Yanshan University, Qinhuangdao 066004 China |
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| Abstract: | In this paper,a classification algorithm for relational data with user's guidance was proposed.We extended the Na?ve Bayesian Classifier,applied it in the relational classification filed,and introduced the concept of user's guidance.This algorithm improved accuracy rate,support relational databases directly.Its running time is much lower than ILP based relational classification methods. |
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| Keywords: | Relational classification Relational data mining Naive Bayesian classifier Label ID propagation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
