| 谢星,邹银凤,张硕望,欧阳纯萍.中文影视知识图谱构建研究[J].南华大学学报(自然科学版),2019,33(1):73~79.[XIE Xing,ZOU Yinfeng,ZHANG Shuowang,OUYANG Chunping.Research on Chinese Film and Television Knowledege Graph Construction[J].Journal of University of South China(Science and Technology),2019,33(1):73~79.] |
| 中文影视知识图谱构建研究 |
| Research on Chinese Film and Television Knowledege Graph Construction |
| 投稿时间：2018-06-30 |
| DOI： |
| 中文关键词: 知识图谱 中文影视本体 知识融合 |
| 英文关键词:knowledege graph Chinese film and television ontology knowledge fusion |
| 基金项目:湖南省哲学社会科学基金项目(16YBA323) |
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| 中文摘要: |
| 采用半自动化的方法构建中文影视知识图谱。以国内影视领域数据为研究对象,对豆瓣网、百度百科和时光网的数据进行本体对齐,使异构数据源语义描述一致。在知识融合方面,借鉴并优化了Similarity Flooding算法的核心思想,实验结果表明,实体匹配的准确率基本保持在85%以上。建立了中文影视知识图谱可视化平台,并提供开放性的数据访问和查询接口。 |
| 英文摘要: |
| A Chinese film and television knowledge map was constructed using a semi-automated method.Taking domestic film and television data as the research object,the ontology alignment of Douban,Baidu Encyclopedia and Time Network data is carried out to make the semantic description of heterogeneous data sources consistent.In terms of knowledge fusion,the core idea of Similarity Flooding algorithm is used for reference and optimized.The experimental results show that the accuracy of entity matching is basically above 85%.A Chinese film and television knowledge map visualization platform was established to provide an open data access and query interface. |
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