Invention Application
- 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
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Application No.: US14161232Application Date: 2014-01-22
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Publication No.: US20140207777A1Publication Date: 2014-07-24
- Inventor: Joel Palmert , Tony 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

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.
Public/Granted literature
- US09465828B2 Computer implemented methods and apparatus for identifying similar labels using collaborative filtering Public/Granted day:2016-10-11
Information query