Mining association rules based on correlation measure(基于相关性度量的关联规则挖掘)
传统的关联规则挖掘方法容易生成一些无用规则，甚至生成误导规则，也不能区分正负关联规则.通过相关性度量，建立了基于相关性度量的兴趣度模型，并利用兴趣度模型改进了关联规则算法，最后，通过实例验证了此算法不仅能够避免生成无用规则和误导规则，还能生成一些感兴趣的负关联规则....
| Main Authors: | , |
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| Format: | Article |
| Language: | zho |
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Zhejiang University Press
2012-05-01
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| Series: | Zhejiang Daxue xuebao. Lixue ban |
| Subjects: | |
| Online Access: | https://doi.org/10.3785/j.issn.1008-9497.2012.03.010 |
| _version_ | 1827303151378628608 |
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| author | LÜJie-lin(吕杰林) CHENShi-wei(陈是维) |
| author_facet | LÜJie-lin(吕杰林) CHENShi-wei(陈是维) |
| author_sort | LÜJie-lin(吕杰林) |
| collection | DOAJ |
| description | 传统的关联规则挖掘方法容易生成一些无用规则，甚至生成误导规则，也不能区分正负关联规则.通过相关性度量，建立了基于相关性度量的兴趣度模型，并利用兴趣度模型改进了关联规则算法，最后，通过实例验证了此算法不仅能够避免生成无用规则和误导规则，还能生成一些感兴趣的负关联规则. |
| first_indexed | 2024-04-24T16:57:06Z |
| format | Article |
| id | doaj.art-3b3431da85dc4e69bbf9238224ea540c |
| institution | Directory Open Access Journal |
| issn | 1008-9497 |
| language | zho |
| last_indexed | 2024-04-24T16:57:06Z |
| publishDate | 2012-05-01 |
| publisher | Zhejiang University Press |
| record_format | Article |
| series | Zhejiang Daxue xuebao. Lixue ban |
| spelling | doaj.art-3b3431da85dc4e69bbf9238224ea540c2024-03-29T01:58:30ZzhoZhejiang University PressZhejiang Daxue xuebao. Lixue ban1008-94972012-05-0139328428810.3785/j.issn.1008-9497.2012.03.010Mining association rules based on correlation measure(基于相关性度量的关联规则挖掘)LÜJie-lin(吕杰林)0CHENShi-wei(陈是维)1 1.Zhejiang Vocational College of Commerce, Hangzhou 310053, China( 1.浙江商业职业技术学院，浙江 杭州 310053) 2.Department o f Mathematics, Zhejiang University, Hangzhou 310027, China( 2.浙江大学数学系，浙江 杭州 310027)传统的关联规则挖掘方法容易生成一些无用规则，甚至生成误导规则，也不能区分正负关联规则.通过相关性度量，建立了基于相关性度量的兴趣度模型，并利用兴趣度模型改进了关联规则算法，最后，通过实例验证了此算法不仅能够避免生成无用规则和误导规则，还能生成一些感兴趣的负关联规则.https://doi.org/10.3785/j.issn.1008-9497.2012.03.010数据挖掘关联规则相关性度量兴趣度 |
| spellingShingle | LÜJie-lin(吕杰林) CHENShi-wei(陈是维) Mining association rules based on correlation measure(基于相关性度量的关联规则挖掘) Zhejiang Daxue xuebao. Lixue ban 数据挖掘 关联规则 相关性度量 兴趣度 |
| title | Mining association rules based on correlation measure(基于相关性度量的关联规则挖掘) |
| title_full | Mining association rules based on correlation measure(基于相关性度量的关联规则挖掘) |
| title_fullStr | Mining association rules based on correlation measure(基于相关性度量的关联规则挖掘) |
| title_full_unstemmed | Mining association rules based on correlation measure(基于相关性度量的关联规则挖掘) |
| title_short | Mining association rules based on correlation measure(基于相关性度量的关联规则挖掘) |
| title_sort | mining association rules based on correlation measure 基于相关性度量的关联规则挖掘 |
| topic | 数据挖掘 关联规则 相关性度量 兴趣度 |
| url | https://doi.org/10.3785/j.issn.1008-9497.2012.03.010 |
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