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Method and system for creating an instance model

机译:创建实例模型的方法和系统

摘要

A system and method for creating an instance model is provided. The system provides an information extraction and modeling framework from wide spectrum of document types such as PDF, Text, HTML, LOG, CSV, images, audio/video files and DOCX. In this framework information is extracted and mapped on a domain conceptual model like ER model and the instance model is created. Initially a template model is created using the existing ER model and the plurality of data sources. The template model, the existing ER model and the information extracted from the plurality of data sources are then provided as input to generate the instance model. The system or method is not limited to extract information from log files. This can be useful for different types of files type if the structures and formats of data are different. The system can also be used with unstructured type of data sources.
机译:提供了一种用于创建实例模型的系统和方法。该系统从各种文档类型(例如PDF,文本,HTML,LOG,CSV,图像,音频/视频文件和DOCX)提供信息提取和建模框架。在此框架中,信息被提取并映射到领域概念模型(如ER模型)上,并创建了实例模型。最初,使用现有的ER模型和多个数据源创建模板模型。然后提供模板模型,现有ER模型和从多个数据源提取的信息作为输入,以生成实例模型。该系统或方法不限于从日志文件中提取信息。如果数据的结构和格式不同,这对于不同类型的文件类型可能很有用。该系统还可以与非结构化类型的数据源一起使用。

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