| 改进概念相似度的本体迁移学习 |
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| 引用本文： | 田宏,李运红.改进概念相似度的本体迁移学习[J].大连铁道学院学报,2010(6):87-90,94. |
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| 作者姓名： | 田宏 李运红 |
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| 作者单位： | 大连交通大学软件学院; |
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| 基金项目： | 国家自然科学基金资助项目(61074029); 辽宁省自然科学基金资助项目(20102014) |
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| 摘 要： | 提出了一种改进候选相似概念集选取方法,滤除了没有计算意义的概念.进而根据本体中概念的特点和信息内容提出了一种改进概念相似度计算方法,最后使优化本体能够迁移学习.实验结果证明了该方法对概念相似度的计算有效,本体能够成功迁移学习.
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| 关 键 词： | 本体 迁移学习 候选相似概念 概念相似度 |
An Improved Conceptual Similarity Ontology Transfer Learning |
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| TIAN Hong,LI Yun-hong.An Improved Conceptual Similarity Ontology Transfer Learning[J].Journal of Dalian Railway Institute,2010(6):87-90,94. |
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| Authors: | TIAN Hong LI Yun-hong |
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| Institution: | TIAN Hong,LI Yun-hong(Software Institute,Dalian Jiaotong University,Dalian 116028,China) |
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| Abstract: | A method for choosing candidate similar concepts set is presented with the removal of non-calculable concepts,and the calculation method of conceptual similarity is proposed based on the characteristics of the concept ontology and content design for the optimize ontology able to transfer learning.Experiment results show effectiveness of this method. |
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| Keywords: | ontology transfer learning candidate similar concepts concept similarity |
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