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SYSTEM AND METHOD FOR DOCUMENT MANAGEMENT BASED ON A PLURALITY OF KNOWLEDGE TAXONOMIES

机译:基于多种知识分类的文档管理系统和方法

摘要

A method and system are disclosed for organizing and retrieving information through the use of taxonomies. Documents stored in the organization and retrieval subsystem may be manually or automatically classified into a predetermined number of taxonomies. In operation, automatic term extractor creates a list of terms that are indicative of the subject matter contained in the documents. A term analysis system assigns the relevant terms to one or more taxonomies, and a suitable algorithm is then used to determine the relatedness between each list of terms and its associated taxonomy. The system then clusters documents for each taxonomy in accordance with the weights ascribed to the terms in the taxonomy's list and a directed acyclic graph (DAG) hierarchical structure is created. The present invention may then be used to aid a researcher or user in quickly identifying relevant documents, in response to an inputted query.
机译:公开了一种用于通过使用分类法来组织和检索信息的方法和系统。可以手动或自动将存储在组织和检索子系统中的文档分类为预定数量的分类法。在操作中,自动术语提取器创建一个术语列表,这些术语表示文档中包含的主题。术语分析系统将相关术语分配给一个或多个分类法,然后使用一种合适的算法确定每个术语列表及其相关分类法之间的相关性。然后,系统根据分类法列表中各术语的权重将每个分类法的文档聚类,并创建有向无环图(DAG)层次结构。然后,可以响应于输入的查询,使用本发明来帮助研究人员或用户快速识别相关文档。

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