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利用MINTE+框架从web资源中合成知识图

Synthesizing Knowledge Graphs from web sources with the MINTE+ framework
课程网址: http://videolectures.net/iswc2018_collarana_synthesizing_minte_fr...  
主讲教师: Diego Collarana
开课单位: Fraunhofer IAIS公司
开课时间: 2018-11-22
课程语种: 英语
中文简介:
来自不同领域的机构需要集成来自异构Web源的数据。典型的用例包括知识搜索、知识构建和知识完成。我们报告了基于RDF分子的集成框架MINTE+在三个领域特定应用中的实施情况:执法、就业市场分析和制造。使用RDF分子作为数据表示和框架中的核心元素,使MINTE+有足够的灵活性来合成不同领域的知识图。我们首先描述每个领域特定应用程序中的挑战,然后描述解决每个领域特定问题的框架的实现和配置。我们展示了框架中定义的参数如何允许根据每个域以最佳值调整集成过程。最后,我们介绍了主要结果,以及从每个应用程序中吸取的经验教训。
课程简介: Institutions from different domains require the integration of data coming from heterogeneous Web sources. Typical use cases include Knowledge Search, Knowledge Building, and Knowledge Completion. We report on the implementation of the RDF Molecule-Based Integration Framework MINTE+ in three domain-specific applications: Law Enforcement, Job Market Analysis, and Manufacturing. The use of RDF molecules as data representation and a core element in the framework gives MINTE+ enough flexibility to synthesize knowledge graphs in different domains. We first describe the challenges in each domain-specific application, then the implementation and configuration of the framework to solve the particular problems of each domain. We show how the parameters defined in the framework allow to tune the integration process with the best values according to each domain. Finally, we present the main results, and the lessons learned from each application.
关 键 词: 异构Web源; 核心元素; 应用程序
课程来源: 视频讲座网
数据采集: 2022-11-07:chenjy
最后编审: 2022-11-07:chenjy
阅读次数: 37