公开(公告)号：US09141882B1

公开(公告)日：2015-09-22

申请号：US13656315

申请日：2012-10-19

申请人： Networked Insights, LLC

发明人： Baoqiang Cao ,  T. Ryan Fitz-Gibbon ,  Lucas Forehand ,  Ryan McHale ,  Bradley Burke

IPC分类号： G06E1/00 ,  G06E3/00 ,  G06F15/18 ,  G06G7/00 ,  G06K9/62 ,  G06F17/30

CPC分类号： G06K9/6251 ,  G06F17/277 ,  G06F17/30601 ,  G06F17/30705 ,  G06F17/3071 ,  G06F17/30713

摘要： Methods, systems, and apparatuses, including computer programs encoded on computer-readable media, for tokenizing n-grams from a plurality of text units. A multi-dimensional array is created having a plurality of dimensions based upon the plurality of text units and the n-grams from the plurality of text units. The multi-dimensional array is normalized and the dimensionality of the multi-dimensional array is reduced. The reduced dimensionality multi-dimensional array is clustered to generate a plurality of clusters that each cluster includes one or more of the plurality of text units.

摘要翻译： 方法，系统和装置，包括在计算机可读介质上编码的计算机程序，用于从多个文本单元标记n-gram。 基于多个文本单元和来自多个文本单元的n-gram，创建具有多个维度的多维阵列。 多维阵列被归一化，并且多维阵列的维数降低。 群集的缩小的维度多维阵列被生成多个群集，每个群集包括多个文本单元中的一个或多个。