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Systems, methods, and computer readable media for visualization of semantic information and inference of temporal signals indicating salient associations between life science entities

机译:用于可视化语义信息的系统,方法和计算机可读介质,并指示生命科学实体之间突出关联的时间信号的推断

摘要

Disclosed systems, methods, and computer readable media can detect an association between semantic entities and generate semantic information between entities. For example, semantic entities and associated semantic collections present in knowledge bases can be identified. A time period can be determined and divided into time slices. For each time slice, word embeddings for the identified semantic entities can be generated; a first semantic association strength between a first semantic entity input and a second semantic entity input can be determined; and a second semantic association strength between the first semantic entity input and semantic entities associated with a semantic collection that is associated with the second semantic entity can be determined. An output can be provided based on the first and second semantic association strengths.
机译:所公开的系统,方法和计算机可读媒体可以检测语义实体之间的关联,并在实体之间生成语义信息。例如,可以识别知识库中存在的语义实体和相关的语义集合。可以确定时间段并分为时间片。对于每个时间切片,可以生成用于识别的语义实体的Word Embedingings;可以确定第一语义实体输入和第二语义实体输入之间的第一语义关联强度;并且可以确定与与第二语义实体相关联的语义集合相关联的第一语义实体输入和语义实体之间的第二语义关联强度。可以基于第一和第二语义结合强度提供输出。

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