Invention Grant
- Patent Title: Text representation method and apparatus
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Application No.: US14920341Application Date: 2015-10-22
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Publication No.: US10747769B2Publication Date: 2020-08-18
- Inventor: Feng Cao , Yuan Ni , Qiongkai Xu , Hui Jia Zhu
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agency: Cantor Colburn LLP
- Agent Joseph Petrokaitis
- Priority: com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@4cc2fc5d
- Main IPC: G06F16/2457
- IPC: G06F16/2457 ; G06F16/901

Abstract:
The present invention relates to text analysis, and discloses a text representation method. Aspects include identifying concepts in the text by using a knowledge base and determining relationship between the concepts and generating a concept graph by using the relationship between the concepts. Aspects also include determining connected components of the concept graph; calculating weight of the connected components and determining the concepts representing the text according to the weight of the connected components. By using correlation between concepts in a knowledge base and according to connected component theory of a graph, finds out a set of concepts which best represents subject of the text, and removes concepts irrelevant to the subject, thus improving accuracy of text representation and reducing noise.
Public/Granted literature
- US20160154800A1 TEXT REPRESENTATION METHOD AND APPARATUS Public/Granted day:2016-06-02
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