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公开(公告)号：US20180365529A1
公开(公告)日：2018-12-20
申请号：US15848329
申请日：2017-12-20
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： DONGXU DUAN , JIAN MIN JIANG , ZHONG SU , LI ZHANG , SHI WAN ZHAO
CPC classification number: G06K9/6269 , G06K9/00416 , G06K9/726 , G06N3/0445 , G06N3/0454
Abstract: A computer-implemented method and a system are proposed. According to the method, in response to receiving a character, a first representation of the character is generated by performing word embedding processing on the character. The first representation is related to context of the character. A second representation of the character is generated by performing convolutional neural network (CNN) processing on the character. The second representation is related to a hieroglyphic feature of the character. A label for the character is determined by performing recurrent neural network (RNN) processing on the first representation and the second representation. The label indicates an attribute of the character related to the context.
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公开(公告)号：US20180365528A1
公开(公告)日：2018-12-20
申请号：US15622131
申请日：2017-06-14
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Dongxu Duan , JIAN MIN JIANG , ZHONG SU , LI ZHANG , SHI WAN ZHAO
CPC classification number: G06K9/6269 , G06K9/00416 , G06K9/726 , G06N3/0445 , G06N3/0454
Abstract: A computer-implemented method and a system are proposed. According to the method, in response to receiving a character, a first representation of the character is generated by performing word embedding processing on the character. The first representation is related to context of the character. A second representation of the character is generated by performing convolutional neural network (CNN) processing on the character. The second representation is related to a hieroglyphic feature of the character. A label for the character is determined by performing recurrent neural network (RNN) processing on the first representation and the second representation. The label indicates an attribute of the character related to the context.
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3.发明申请公开(公告)号：US20190120641A1
公开(公告)日：2019-04-25
申请号：US15793320
申请日：2017-10-25
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： WEI SHAN DONG , NING DUAN , PENG GAO , KAI LI , ZHI HU WANG , TING YUAN , XIN ZHANG , SHI WAN ZHAO
Abstract: A system for tracking cumulative motor vehicle risk includes a satellite navigation system receiver disposed within a motor vehicle and configured to determine a present location of the motor vehicle. A computer processor receives the determined present location of the motor vehicle from the satellite navigation system receiver and generates a traveled route therefrom. A first computer server receives a plurality of motor vehicle claims records, determines a plurality of motor vehicle accident locations from the plurality of motor vehicle claims records, and generates a motor vehicle accident heat map from the plurality of motor vehicle accident locations. A second computer server determines a cumulative risk exposure of the motor vehicle based on the generated traveled route and the generated motor vehicle accident heat map.
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