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PLATFORM FOR SELECTION OF ITEMS USED FOR THE CONFIGURATION OF AN INDUSTRIAL SYSTEM
PLATFORM FOR SELECTION OF ITEMS USED FOR THE CONFIGURATION OF AN INDUSTRIAL SYSTEM
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机译:用于选择工业系统配置的项目平台
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摘要
A computer-implemented method and platform for context aware sorting of items available for configuration of a system during a selection session, the method comprising the steps of providing (S1) a numerical input vector, V, representing items selected in a current selection session as context; calculating (S2) a compressed vector, Vcomp, from the numerical input vector, V, using an artificial neural network, ANN, adapted to capture non-linear dependencies between items; multiplying (S3) the compressed vector, Vcomp, with a weight matrix, EI, derived from a factor matrix, E, obtained as a result of a tensor factorization of a stored relationship tensor, Tr, representing relations, r, between selections of items performed in historical selection sessions, available items and their attributes to compute an output score vector, S; and sorting (S4) automatically the available items for selection in the current selection session according to relevance scores of the computed output score vector, S.
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机译:用于上下文的计算机实现的方法和平台,用于在选择会话期间提供用于配置系统的可用于配置系统的项目的项目,该方法包括提供(S1)的步骤(S1)表示在当前选择会话中选择的项目语境;计算(S2)压缩矢量V COMP SUB>,从数值输入向量V COMP SUB>使用人工神经网络,ANN,适于捕获物品之间的非线性依赖性;乘以(S3)压缩矢量V comp sub>,具有重量矩阵,e i sub>,从因子矩阵,e导出,e i sub>由于张量分解而获得的因子矩阵存储的关系Tensor,T R sub>,表示关系r,在历史选择会话中执行的项目选择之间,可用项目及其属性来计算输出分数向量,s;根据计算的输出分数向量,S的相关性分数,自动排序(S4)在当前选择会话中自动选择的可用项目。
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