Proceedings of the 1st International Conference on E-Business Intelligence (ICEBI 2010)

An Incremental Approach for Rule Induction under Coarsening and Refining of Attribute Values in E-Business Systems

Authors
Dun Liu, Tianrui Li, Junbo Zhang
Corresponding Author
Dun Liu
Available Online December 2010.
DOI
10.2991/icebi.2010.60How to use a DOI?
Keywords
Rough sets theory, incremental learning, coarsening, refining, E-business.
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.

Copyright
© 2010, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 1st International Conference on E-Business Intelligence (ICEBI 2010)
Series
Advances in Intelligent Systems Research
Publication Date
December 2010
ISBN
10.2991/icebi.2010.60
ISSN
1951-6851
DOI
10.2991/icebi.2010.60How to use a DOI?
Copyright
© 2010, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Dun Liu
AU  - Tianrui Li
AU  - Junbo Zhang
PY  - 2010/12
DA  - 2010/12
TI  - An Incremental Approach for Rule Induction under Coarsening and Refining of Attribute Values in E-Business Systems
BT  - Proceedings of the 1st International Conference on E-Business Intelligence (ICEBI 2010)
PB  - Atlantis Press
SP  - 433
EP  - 439
SN  - 1951-6851
UR  - https://doi.org/10.2991/icebi.2010.60
DO  - 10.2991/icebi.2010.60
ID  - Liu2010/12
ER  -