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US09208220B2 Method and apparatus of text classification 有权
文本分类方法和装置

  • Patent Title: Method and apparatus of text classification
  • Patent Title (中): 文本分类方法和装置
  • Application No.: US12996658
    Application Date: 2010-09-03
  • Publication No.: US09208220B2
    Publication Date: 2015-12-08
  • Inventor: Xiang Sun
  • Applicant: Xiang Sun
  • Applicant Address: KY Grand Cayman
  • Assignee: Alibaba Group Holding Limited
  • Current Assignee: Alibaba Group Holding Limited
  • Current Assignee Address: KY Grand Cayman
  • Agency: Lee & Hayes, PLLC
  • Priority: CN201010104512 20100201
  • International Application: PCT/US2010/047868 WO 20100903
  • International Announcement: WO2011/093925 WO 20110804
  • Main IPC: G06F17/30
  • IPC: G06F17/30
Method and apparatus of text classification
Abstract:
The present disclosure provides a technique of text categorization to simplify and optimize the classification. In one aspect, a method parses a given text into one or more words; determines a word vector in a spherical space model for one of the one or more words, a number of dimensions of the spherical space being equal to a number of categories, each category corresponding to a spherical space category vector; for each category, determines a distance between a sum of word vectors of the one or more words and the respective category vector; and classifies the text into one or more categories with the shortest distance. The present disclosure also provides an apparatus used to implement the method.
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