Invention Grant
- Patent Title: Information processing method and apparatus
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Application No.: US15108758Application Date: 2015-06-11
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Publication No.: US10235624B2Publication Date: 2019-03-19
- Inventor: Kang Liu , Huaijun Liu , Yanxiong Lu , Juhong Wang , Tingting Liu , Liheng Xu , Jun Zhao
- Applicant: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
- Applicant Address: CN Guangdong
- Assignee: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
- Current Assignee: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
- Current Assignee Address: CN Guangdong
- Agency: Sughrue Mion, PLLC
- Priority: CN201410271542 20140618
- International Application: PCT/CN2015/081274 WO 20150611
- International Announcement: WO2015/192734 WO 20151223
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06F3/01 ; G06N3/04 ; G06F17/27

Abstract:
An information processing method and apparatus, the method including: training a Deep Neural Network (DNN) by using an evaluation object seed, an evaluation term seed and an evaluation relationship seed (101); at a first input layer, connecting vectors corresponding to a candidate evaluation object, a candidate evaluation term and a candidate evaluation relationship to obtain a first input vector (102); at a first hidden layer, compressing the first input vector to obtain a first middle vector, and at a first output layer, decoding the first middle vector to obtain a first output vector (103); and determining a first output vector whose decoding error value is less than a decoding error value threshold, and determining a candidate evaluation object, a candidate evaluation term and a candidate evaluation relationship corresponding to the determined first output vector as first opinion information (104). By use of the technical solution, precision of extracting opinion information from an evaluation text can be enhanced.
Public/Granted literature
- US20160321541A1 INFORMATION PROCESSING METHOD AND APPARATUS Public/Granted day:2016-11-03
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