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    • 1. 发明申请
    • METHOD AND SYSTEM FOR AUTOMATED EXPERTISE EXTRACTION
    • 自动化专业提取方法与系统
    • US20090254503A1
    • 2009-10-08
    • US12062465
    • 2008-04-03
    • Shlomo HooryOded MargalitElad Yom-Tov
    • Shlomo HooryOded MargalitElad Yom-Tov
    • G06F17/00
    • G06N5/022
    • A method and system for expertise extraction for an expert system, is provided. One implementation involves modeling active learning for interrogating an expert for knowledge as attributes of an n-dimensional hyper-cube where each attribute represents a possible output and every dimension represents a feature in a feature space; dividing the n-dimensional hyper-cube into m different attributes, each attribute representing a union of at most p cubes, wherein the n dimensions represent n boolean inputs and the m attributes represent m possible outputs; and discovering all possible outputs by querying a portion of the feature space for generating queries to an expert for all possible outputs, including obtaining at least one representative input for each of the m possible outputs, while using a limited number of queries to the hyper-cube.
    • 提供了一种用于专家系统的专业知识提取的方法和系统。 一个实现涉及建模主动学习以询问知识专家作为n维超立方体的属性,其中每个属性表示可能的输出,并且每个维度表示特征空间中的特征; 将n维超立方体分成m个不同的属性,每个属性表示最多p个立方体的并集,其中n维表示n个布尔输入,m个属性表示m个可能的输出; 并且通过查询所述特征空间的一部分来发现所有可能的输出,用于为所有可能的输出产生对专家的查询,包括为所述m个可能输出中的每一个获得至少一个代表性输入, 立方体。