| 采用双向个体标注的本体匹配技术 |
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| 引用本文： | 薛醒思,王金水.采用双向个体标注的本体匹配技术[J].福州大学学报(自然科学版),2016,44(1). |
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| 作者姓名： | 薛醒思 王金水 |
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| 作者单位： | 福建工程学院 信息科学与工程学院，福建 福州 350108,福建工程学院 信息科学与工程学院，福建 福州 350108 |
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| 基金项目： | 国家自然科学基金资助项目(61503082)；校科研启动基金(GY-Z15007) |
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| 摘 要： | 由于本体中的个体能更好地描述其所属概念的真实语义，因此基于个体的本体匹配技术有助于提高本体匹配结果的准确性。针对现实的本体中缺乏双向标注的个体而导致的基于个体的本体匹配技术难以得到广泛的应用这一问题，本文提出了一种基于双向个体标注的本体匹配技术，该技术通过进化算法来实现本体间自动化个体双向标注和概念匹配的过程。实验采用OAEI 2012的测试数据集，结果表明本文提出的方法是有效的
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| 关 键 词： | 双向个体标注 进化算法 本体匹配 |
An Ontology Matching Technology using Dually Individual Annotation |
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| XUE Xing-si and WANG Jin-shui.An Ontology Matching Technology using Dually Individual Annotation[J].Journal of Fuzhou University(Natural Science Edition),2016,44(1). |
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| Authors: | XUE Xing-si and WANG Jin-shui |
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| Institution: | School of Information Science and Engineering,Fujian University of Technology,Fuzhou,School of Information Science and Engineering,Fujian University of Technology,Fuzhou |
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| Abstract: | Since individuals can better represent the real semantics of the concept they belong to, individual based ontology matching technology is able to improve the precision of the ontology matching alignment. To overcome the limitation of the application of the individual based ontology matching technology, which is caused by the lack of the dually annotated individuals in real ontologies, this paper proposes to utilize the evolutionary algorithm to implement the process of automatic dually individual annotation and concept matching. The experiment utilizes the benchmarks provided by OAEI 2012, and the results show the effectiveness of the later. |
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