Invention Application
US20140207777A1 COMPUTER IMPLEMENTED METHODS AND APPARATUS FOR IDENTIFYING SIMILAR LABELS USING COLLABORATIVE FILTERING 有权
计算机实现方法和使用协同过滤识别类似标签的设备

  • Patent Title: COMPUTER IMPLEMENTED METHODS AND APPARATUS FOR IDENTIFYING SIMILAR LABELS USING COLLABORATIVE FILTERING
  • Patent Title (中): 计算机实现方法和使用协同过滤识别类似标签的设备
  • Application No.: US14161232
    Application Date: 2014-01-22
  • Publication No.: US20140207777A1
    Publication Date: 2014-07-24
  • Inventor: Joel PalmertTony Meng
  • Applicant: salesforce.com, inc.
  • Applicant Address: US CA San Francisco
  • Assignee: salesforce.com, inc.
  • Current Assignee: salesforce.com, inc.
  • Current Assignee Address: US CA San Francisco
  • Main IPC: G06F17/30
  • IPC: G06F17/30
COMPUTER IMPLEMENTED METHODS AND APPARATUS FOR IDENTIFYING SIMILAR LABELS USING COLLABORATIVE FILTERING
Abstract:
Disclosed are methods, apparatus, systems, and computer-readable storage media for identifying similar labels. In some implementations, one or more servers maintain a plurality of data entries in one or more database tables storing textual data, each data entry of a first portion of the data entries including: a text sequence, a label, and a text-to-label association score, and each data entry of a second portion of the data entries including: a first label, a second label, and a similarity score. The one or more servers analyze the data of the first portion of data entries to generate one or more pairs, each pair including information identifying a first label and a second label. The one or more servers calculate a similarity score for each of the one or more pairs and store the respective similarity scores in the second portion of the data entries.
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