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1.发明申请公开(公告)号：US20210398427A1
公开(公告)日：2021-12-23
申请号：US16951922
申请日：2020-11-18
Inventor： Jizhou HUANG , Haifeng Wang , Hao Zhang , Miao Fan
Abstract: A method and apparatus for identifying a traffic accident, a device and a computer storage medium are disclosed, which relates to the technical fields of intelligent traffic and big data. An implementation includes: acquiring road features, environmental features and road traffic stream features; inputting the road features, the environmental features and the road traffic stream features into a pre-trained traffic-accident identifying model to obtain an accident-information identifying result of a road which at least includes an accident identifying result. In the present application, the accident road may be automatically identified according to the road features, the environmental features and the road traffic stream features. Compared with a traditional manual reporting way, timeliness is stronger, and a coverage rate is higher.
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公开(公告)号：US20230290347A1
公开(公告)日：2023-09-14
申请号：US17622402
申请日：2021-06-02
Inventor： Jizhou HUANG , Shiqiang DING
IPC: G10L15/22 , G10L15/30 , G10L15/18 , G06F16/9032
CPC classification number: G10L15/22 , G10L15/30 , G10L15/1815 , G06F16/90332 , G10L2015/223
Abstract: Technical solutions relate to the fields of artificial intelligence technologies and voice technologies. A technical solution includes: performing voice recognition and demand analysis on a voice instruction input by a user; in response to an unknown demand obtained by the demand analysis, acquiring information of a query entity and query content using a result of the demand analysis, and acquiring reply information corresponding to the query content by communication with the query entity; and returning a first voice response to the user using the reply information.
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公开(公告)号：US20220067370A1
公开(公告)日：2022-03-03
申请号：US17410878
申请日：2021-08-24
Inventor： Jizhou HUANG , Deguo Xia , Heifeng Wang
Abstract: The present application discloses a method and apparatus for identifying an updated road, a device and a computer storage medium, and relates to the field of big data technologies. A specific implementation solution is as follows: comparing a road area extracted based on the latest satellite image with a road area extracted based on a historical satellite image, to obtain a candidate updated road; mapping the candidate updated road into road network data according to a coordinate position of the candidate updated road; acquiring a user trajectory set corresponding to the candidate updated road within a recent preset period; and identifying, based on a matching result between the user trajectory set and the road network data, whether the candidate updated road is an actual updated road. Updated roads can be more accurately identified through the method according to the present application.
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公开(公告)号：US20210034993A1
公开(公告)日：2021-02-04
申请号：US16936190
申请日：2020-07-22
Inventor： Miao FAN , Jizhou HUANG , An ZHUO , Ying LI , Ping LI , Haifeng WANG
Abstract: A POI valuation method, apparatus, device and computer storage medium are disclosed. The method comprises: obtaining information of first POIs with known values and information of second POIs with unknown values within a regional range; creating a valuation model which is configured to revaluate a first POI using values of surrounding POIs of the first POI, the surrounding POIs including other first POIs and second POIs within a predetermined range of distance from the first POI, and adjusting values of second POIs in the surrounding POIs using an error between a revaluated value of first POI and the known value of the first POI; training the valuation model until the error is minimized; obtaining the values of the second POIs from the valuation model. The solutions may reduce the requirement for manpower and improve the valuation efficiency as compared with manually valuation of POIs one by one.
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公开(公告)号：US20200294489A1
公开(公告)日：2020-09-17
申请号：US16810070
申请日：2020-03-05
Inventor： Shiqiang DING , Jizhou HUANG , Zhongwei JIANG , Wentao MA
Abstract: The present disclosure provides methods, computing devices, and storage media for generating a training corpus. The method includes: mining out pieces of data from user behavior logs associated with a target application, each piece of data including a first behavior log and a second behavior log, the first behavior log including a user speech and a corresponding speech recognition result, the second behavior log belonging to the same user as the first behavior log and time-dependent with the first behavior log; and determining the user speech and the corresponding speech recognition result in each piece of data as a positive feedback sample or a negative feedback sample, based on the first behavior log and the second behavior log.
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Patent Agency Ranking
公开(公告)号：US20220414691A1
公开(公告)日：2022-12-29
申请号：US17622950
申请日：2021-06-02
Inventor： Jizhou HUANG , Haifeng WANG , Miao FAN , Yibo SUN
Abstract: Technical solutions relate to the field of big data technologies. A technical solution includes: pre-training a time series prediction model using first historical regional heat data; and taking second historical regional heat data as a second support set, and further training the time series prediction model using the second support set to adjust model parameters, so as to obtain the regional heat prediction model; and the regional heat prediction model is configured to predict a second query set, and the second query set includes regional heat at a prediction time.
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公开(公告)号：US20220406291A1
公开(公告)日：2022-12-22
申请号：US17622922
申请日：2021-06-02
Inventor： Shiqiang DING , Jizhou HUANG , Di WU
Abstract: Technical solution relates to the fields of voice technologies and knowledge graph technologies. A technical solution includes: acquiring script matched with a scenario from a speech package, and acquiring a broadcast template configured for the scenario in advance; and filling the broadcast template with the script to generate the broadcast speech.
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公开(公告)号：US20220398465A1
公开(公告)日：2022-12-15
申请号：US17620820
申请日：2021-06-02
Inventor： Jizhou HUANG , Jingbo ZHOU , An ZHUO , Ji LIU , Haoyi XIONG , Dejing DOU , Haifeng WANG
IPC: G06N5/02
Abstract: A technical solution relates to a big data technology in the field of artificial intelligence technologies. The technical solution includes: acquiring training data including annotation results of a risk grade of each sample region and a risk grade of a district to which each sample region belongs; and training an initial model including an encoder, a discriminator and a classifier using the training data, and obtaining the risk prediction model using the encoder and the classifier after the training process. The encoder performs a coding operation using region features of the sample regions to obtains a feature representation of each sample region; the discriminator identifies the risk grade of the district to which the sample region belongs according to the feature representation of the sample region; the classifier identifies the risk grade of the sample region according to the feature representation of the sample region.
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公开(公告)号：US20210248139A1
公开(公告)日：2021-08-12
申请号：US17249939
申请日：2021-03-19
Inventor： Ji LIU , Haoyi XIONG , Dejing DOU , Siyu HUANG , Jizhou HUANG , Zhi FENG , Haozhe AN
IPC: G06F16/2458 , G06F21/53
Abstract: Embodiments of the present disclosure provide a data mining system, a data mining method, and a storage medium. The data mining system includes a transfer device, a first trusted execution space and a second trusted execution space. The transfer device is configured to receive a data calling request of the second trusted execution space, obtain data to be called from the first trusted execution space according to the data calling request, and provide the data to be called to the second trusted execution space, so as to perform data mining based on the data to be called and the mining-related data to obtain a data mining result and to provide the data mining result to a device of the data user.
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公开(公告)号：US20210241618A1
公开(公告)日：2021-08-05
申请号：US17042834
申请日：2019-03-28
Inventor： Jizhou HUANG , Hao ZHANG
IPC: G08G1/0968 , G01C21/36 , G01C21/34 , G08G1/01 , G08G1/0967
Abstract: A method and apparatus for predicting a road condition, a device and a computer storage medium are disclosed. The method includes: determining at least two continuous road segments obtained by dividing a navigation path; and performing the following processing on each road segment one by one from the starting point of the navigation path to the end point thereof respectively: determining the moment when the user reaches the road segment processed currently; predicting road condition information of the road segment processed currently at the determined moment; and predicting passing duration of the user at the road segment processed currently based on the road condition information of the road segment processed currently at the determined moment. With such a road-condition prediction mode, the road condition at the moment when the user will reach each road segment in the future may be predicted, and compared with the mode of predicting the road condition based on the user query moment, more accurate road condition information may be provided.
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