title: |
An Incremental Approach for Rule Induction under Coarsening and Refining of Attribute Values in E-Business Systems |
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publication: |
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part of series: |
Advances in Intelligent Systems Research | |
ISBN: |
978-90-78677-40-6 | |
ISSN: |
1951-6851 | |
DOI: |
doi:10.2991/icebi.2010.60 (how to use a DOI) | |
author(s): |
Dun Liu, Tianrui Li, Junbo Zhang |
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publication date: |
December 2010 |
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keywords: |
Rough sets theory, incremental learning, coarsening, refining,
E-business. |
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abstract: |
The variation of attribute values is
an important case in the dynamic EBusiness systems. With the rapid increase and update of data sets in business database everyday, a new incremental model, approach as well as its
algorithm is presented for rule induction under coarsening and refining of
attribute values. An example with
online-shopping illuminate our method
and experiments validate the feasibility
of the incremental approach. |
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copyright: |
©
Atlantis Press. This article is distributed under the
terms of the Creative Commons Attribution License, which permits
non-commercial use, distribution and reproduction in any medium,
provided the original work is properly cited. |
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full text: |