J4 ›› 2014, Vol. 36 ›› Issue (10): 1887-1893.
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曹鲁慧
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CAO Luhui
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摘要：
针对结构化网页中人物实体全局模式构建问题，提出了基于SVM的动态构建方法。构建分为两个阶段，第一个阶段是来自同一数据源的人物实体结构化实例到人物实体局部模式的转化，第二个阶段是利用SVM分类器完成人物实体局部模式到人物实体全局模式的映射。本方法能适应数据源的不断变化，保证了全局模式的完整性。通过实验，验证了构建算法的有效性和可行性，并对随着结构化网页不断增多时全局模式的稳定性进行了考察。
关键词: SVM, 人物实体局部模式, 人物实体全局模式, 结构化网页
Abstract:
To constructed person entity global schema in structured web pages,a method of dynamic construction with SVM is proposed, it has two stages.The first stage is to transform person entity instances from the same data source to person entity local schema.The second stage is to map person entity local schema to person entity global schema with the SVM classifier.Our method can adapt to the change of data sources and ensure the completeness of the global model.Through experiments,the effectiveness and feasibility of the construction algorithm are verified and the stability of the global schema with increasing of structured web pages is studied.
Key words: SVM;person entity local schema;person entity global schema;structured web pages
曹鲁慧. 基于SVM的人物实体全局模式动态构建[J]. J4, 2014, 36(10): 1887-1893.
CAO Luhui. Person entity global schema constructed dynamically with SVM [J]. J4, 2014, 36(10): 1887-1893.
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