Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)

A CBR Based Prediction Method for Web Aquatic Products Prices

Authors
Hongchun Yuan1, Ying Chen, Jinling Ju
1College of Information Technology, Shanghai Fisheries University
Corresponding Author
Hongchun Yuan
Available Online October 2007.
DOI
10.2991/iske.2007.34How to use a DOI?
Keywords
Aquatic products prices, Forecasting, Attribute-oriented induction, Case-based reasoning
Abstract

The ability to scientifically forecast the price of aquatic products plays an important role in the healthy and sustainable development of aquaculture. This paper presents a method for forecasting aquatic product prices using Case-Based Reasoning. Some key processes include automatic extraction of web data, attribute-oriented induction based on concept hierarchy, generation and representation of cases, cases matching and similarity calculation, case evaluation and revision. An application has been implemented using these processes. Experiments have shown that the system can automatically extract web data from multiple websites with information on aquatic product prices and can effectively analyze and forecast prices accordingly.

Copyright
© 2007, 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 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
Series
Advances in Intelligent Systems Research
Publication Date
October 2007
ISBN
978-90-78677-04-8
ISSN
1951-6851
DOI
10.2991/iske.2007.34How to use a DOI?
Copyright
© 2007, 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  - Hongchun Yuan
AU  - Ying Chen
AU  - Jinling Ju
PY  - 2007/10
DA  - 2007/10
TI  - A CBR Based Prediction Method for Web Aquatic Products Prices
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 195
EP  - 200
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.34
DO  - 10.2991/iske.2007.34
ID  - Yuan2007/10
ER  -