Invention Grant
- Patent Title: Identification of attributes and values using multiple classifiers
- Patent Title (中): 使用多个分类器识别属性和值
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Application No.: US12987505Application Date: 2011-01-10
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Publication No.: US08504492B2Publication Date: 2013-08-06
- Inventor: Rayid Ghani , Chad Cumby , Marko Krema
- Applicant: Rayid Ghani , Chad Cumby , Marko Krema
- Applicant Address: IE Dublin
- Assignee: Accenture Global Services Limited
- Current Assignee: Accenture Global Services Limited
- Current Assignee Address: IE Dublin
- Agency: Harrity & Harrity, LLP
- Main IPC: G06F15/18
- IPC: G06F15/18

Abstract:
A body of text comprises a plurality of unknown attributes and a plurality of unknown values. A first classification sub-component labels a first portion of the plurality of unknown values as a first set of values, whereas a second classification sub-component labels a portion of the plurality of unknown attributes as a set of attributes and a second portion of the plurality of unknown values as a second set of values. Learning models implemented by the first and second classification subcomponents are updated based on the set of attributes and the first and second set of values. The first classification sub-component implements at least one supervised classification technique, whereas the second classification sub-component implements an unsupervised and/or semi-supervised classification technique. Active learning may be employed to provide at least one of a corrected attribute and/or corrected value that may be used to update the learning models.
Public/Granted literature
- US20120179633A1 IDENTIFICATION OF ATTRIBUTES AND VALUES USING MULTIPLE CLASSIFIERS Public/Granted day:2012-07-12
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