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Device and method for generating recognition network by adjusting recognition vocabulary weights based on a number of times they appear in operation contents

机译:通过基于识别词汇权重出现在操作内容中的次数来调整识别词汇权重来生成识别网络的装置和方法

摘要

A recognition network generation device, disposed in an electronic device, comprising: an operation record storage device storing a plurality of operation records of the electronic device, wherein each of the operation records includes operation content executed by the electronic device and device peripheral information detected by the electronic device when the electronic device executes the operation content; an activity model constructor classifying the operation records into a plurality of activity models according to all the device peripheral information of the operation records; an activity predictor selecting at least one selected activity model according to the degree of similarity between each of the activity models and a current device peripheral information detected by the electronic device; and a weight adjustor adjusting the weights of a plurality of recognition vocabularies by taking into account a number of times each recognition vocabulary appears in all operations contents of the activity models, wherein the recognition vocabularies correspond to all the operation content of the at least one selected activity model.
机译:一种配置在电子设备中的识别网络生成设备,包括:操作记录存储设备,用于存储所述电子设备的多个操作记录,其中,每个操作记录包括所述电子设备执行的操作内容和由所述电子设备检测到的设备外围信息。当电子设备执行操作内容时,电子设备;活动模型构造器根据操作记录的所有设备外围信息将操作记录分为多个活动模型;活动预测器,根据每个活动模型与电子设备检测到的当前设备外围信息之间的相似度,选择至少一个活动模型;权重调节器,通过考虑每个识别词汇出现在活动模型的所有操作内容中的次数来调整多个识别词汇的权重,其中识别词汇对应于至少一个选择的所有操作内容活动模型。

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