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| A Rule-Based Classification Approach of Web Pages Using Ontology |
| Tan Jinbo |
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Abstract The paper puts forward an approach of Ontology-based rule classification. Firstly, the approach creates Ontology for each subclass of the classification system. Then, the Web texts classification is performed using the rules and Ontology. Comparing with the method of Rocchio, the results of the experiments indicate that the recall of Ontology-based approach is slightly lower than Rocchio’s, but its precision is more eminent than Rocchio’s.
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Received: 22 January 2007
Published: 25 March 2007
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Corresponding Authors:
Tan Jinbo
E-mail: yttjb@163.com
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| About author:: Tan Jinbo |
| 1Ji He, Ah-Hwee Tan, Chew-Lim Tan. A Comparative Study on Chinese Text Categorization Methods. J.PRICAI Workshop on Text and Web Mining.2000.24-35
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8Schutze H, Hull D, Pedersen J. A Comparison of Classifiers and Document Representations for the Routing Problem. In Proc, SIGIR’95, 1995
9谭金波. 基于Web的基础教育资源自动分类技术研究:［学位论文］.南京：南京师范大学,2006 |
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