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    • 5. 发明申请
    • INFORMATION PROCESSING METHOD AND APPARATUS
    • 信息处理方法和装置
    • US20160321541A1
    • 2016-11-03
    • US15108758
    • 2015-06-11
    • TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
    • Kang LIUHuaijun LIUYanxiong LUJuhong WANGTingting LIULiheng XUJun ZHAO
    • G06N3/08G06N3/04
    • G06N3/08G06F17/27G06N3/04G06N3/0454
    • 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.
    • 一种信息处理方法和装置,所述方法包括:通过使用评估对象种子,评估项种子和评估关系种子(101)来训练深层神经网络(DNN); 在第一输入层处,连接与候选评估对象相对应的矢量,候选评估项和候选评估关系,以获得第一输入向量(102); 在第一隐藏层压缩第一输入向量以获得第一中间向量,并且在第一输出层对第一中间向量进行解码以获得第一输出向量(103); 以及确定其解码误差值小于解码误差值阈值的第一输出向量,并且确定与所确定的第一输出向量相对应的候选评估对象,候选评估项和候选评估关系作为第一意见信息(104)。 通过使用技术解决方案,可以提高评估文本中提取意见信息的精度。