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公开(公告)号：US11481607B2
公开(公告)日：2022-10-25
申请号：US16917972
申请日：2020-07-01
Applicant: International Business Machines Corporation
Inventor： Mari Abe Fukuda , Kenichi Takasaki , Yuka Sasaki , Shoichiro Watanabe , Yasutaka Nishimura
Abstract: Utilizing a trained generative adversarial network (GAN) model to cause a computer to output multivariate forecasted time-series data by providing a trained GAN model, the GAN model comprising dilated convolutional layers for receiving time-series multivariate data, receiving time-series multivariable biometric data, generating, using the GAN model, successive time series multivariate biometric data according to the time-series multivariate biometric data, determining an outcome according to the successive time-series multivariate biometric data, and providing an output associated with the outcome.
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公开(公告)号：US20210365497A1
公开(公告)日：2021-11-25
申请号：US16878660
申请日：2020-05-20
Applicant: International Business Machines Corporation
Inventor： Sanehiro Furuichi , Shoichiro Watanabe , Kenichi Takasaki , Yasutaka Nishimura
IPC: G06F16/909 , G06F16/9035 , G06F9/54
Abstract: Described are techniques for acquiring geospatial data according to an information value. The techniques including determining a context for geospatial data to be used in an application, where the context is based on one or more external factors that influence variation of the geospatial data. The techniques further include calculating an information value of the geospatial data in the context for each of a plurality of information acquisition methods, where the plurality of information acquisition methods include respective data acquisition frequencies and respective spatial resolutions, and where the information value is based on an information loss function, an information amount, and a cost. The techniques further include selecting a first information acquisition method with a highest information value and acquiring the geospatial data using the first information acquisition method.
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公开(公告)号：US11159449B1
公开(公告)日：2021-10-26
申请号：US16924415
申请日：2020-07-09
Applicant: International Business Machines Corporation
Inventor： Yasutaka Nishimura , Shoichiro Watanabe , Sanehiro Furuichi , Kenichi Takasaki
IPC: G06F15/16 , H04L12/927 , H04L12/911 , H04L29/08 , H04L12/717 , H04L12/707
Abstract: Embodiments of the present invention provide a computer system, a computer program product, and a method that comprises in response to receiving a data packet from a computing device, classifying the data packet as a task having one or more portions; allocating the classified task to a processing location within a data region based on a location of the computing device; in response to a change associated with the task, dynamically calculating alternate processing locations within a radius of the data region to process one or more portions of the task based on scoring values associated with the change; and redistributing at least one portion of the classified task according to an alternate processing location of dynamically calculated alternate processing locations.
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公开(公告)号：US10713385B2
公开(公告)日：2020-07-14
申请号：US16026393
申请日：2018-07-03
Applicant: International Business Machines Corporation
Inventor： Yasutaka Nishimura , Mari Abe Fukuda , Shoichiro Watanabe
Abstract: Position data may gradually pseudonymized by a method, comprising: generating a sequence of relative positions from a sequence of absolute positions of a moving object; randomizing the sequence of relative positions using at least a sequence of random numbers generated from at least one seed; in response to receiving an analytical job comprising the at least one seed, restoring the sequence of relative positions from the randomized sequence of relative positions; and in response to receiving an analytical job comprising both the at least one seed and at least one absolute position derived from the sequence of absolute positions, restoring the sequence of absolute positions from the randomized sequence of relative positions.
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公开(公告)号：US20200149908A1
公开(公告)日：2020-05-14
申请号：US16190286
申请日：2018-11-14
Applicant: International Business Machines Corporation
Inventor： Sanehiro Furuichi , Yasutaka Nishimura , Kenichi Takasaki , Shoichiro Watanabe
Abstract: The method, computer program product and computer system may include computing device which may determine a destination route. The computing device may receive current travel data associated with a primary user on the destination route and determine past travel data associated with a primary user on the destination route. The computing device may calculate, in response to determining that past travel data associated with a primary user on the destination route exists, a reliability degree of the current travel data associated with a primary user on the destination route based on the past travel data associated with a primary user on the destination route. The computing device may transmit a signal to a user device, the signal providing an instruction to display features according to an abstraction level of points of interest on the destination route based on the reliability degree.
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Patent Agency Ranking
公开(公告)号：US10600322B2
公开(公告)日：2020-03-24
申请号：US15628815
申请日：2017-06-21
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Satoshi Hosokawa , Yasutaka Nishimura , Makoto Tanibayashi , Shoichiro Watanabe
IPC: G08G1/16 , B60W30/08 , B60W30/095 , G06F17/30 , G05D1/02 , G06F16/48 , G08G1/0962 , G08G1/01 , G06F16/29 , G01S17/93
Abstract: An embodiment of the invention may include a method, computer program product and computer system for managing mobile objects. The embodiment may receive an event detected in a geographic space by a mobile object of a plurality of mobile objects. The embodiment may determine a reliability of the event based on a reliability associated with the mobile object. The embodiment may store the event in a mobile object database based on the reliability of the even being above a reference reliability.
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公开(公告)号：US20200012816A1
公开(公告)日：2020-01-09
申请号：US16513076
申请日：2019-07-16
Applicant: International Business Machines Corporation
Inventor： Yasutaka Nishimura , Mari Abe Fukuda , Shoichiro Watanabe
Abstract: Position data may gradually pseudonymized by a method, comprising: generating a sequence of relative positions from a sequence of absolute positions of a moving object; randomizing the sequence of relative positions using at least a sequence of random numbers generated from at least one seed; in response to receiving an analytical job comprising the at least one seed, restoring the sequence of relative positions from the randomized sequence of relative positions; and in response to receiving an analytical job comprising both the at least one seed and at least one absolute position derived from the sequence of absolute positions, restoring the sequence of absolute positions from the randomized sequence of relative positions.
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公开(公告)号：US20180188057A1
公开(公告)日：2018-07-05
申请号：US15396973
申请日：2017-01-03
Applicant: International Business Machines Corporation
Inventor： Mari Abe Fukuda , Kaoru Hosokawa , Satoshi Hosokawa , Yasutaka Nishimura , Makoto Tanibayashi , Takahito Tashiro , Shoichiro Watanabe
CPC classification number: G01C21/3617 , G01C21/3655
Abstract: Event data for at least one moving event is received. From the event data, moving event data indicating a trend of the moving event can be generated. For each of a plurality of vehicles, historical trip pattern data can be accessed and, based on the historical trip pattern data, a probability that the vehicle will be affected by the moving event can be determined. A moving event simulation can be generated based on, at least in part, the historical pattern data and the trend of the moving event. The moving event simulation can predict future locations of the vehicle and the moving event at each of a plurality of future time intervals. Based on the moving event simulation, a determination can be made as to when the vehicle will be affected by the moving event. A notification regarding the moving event can be communicated.
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公开(公告)号：US20180188053A1
公开(公告)日：2018-07-05
申请号：US15397870
申请日：2017-01-04
Applicant: International Business Machines Corporation
Inventor： Mari Fukuda , Satoshi Hosokawa , Yasutaka Nishimura , Shoichiro Watanabe
IPC: G01C21/34 , H04L29/08 , G08G1/0969 , G08G1/0968
CPC classification number: G01C21/3484 , G08G1/0112 , G08G1/0129 , G08G1/0145 , G08G1/096816 , G08G1/096827 , G08G1/096838 , G08G1/0969 , H04L67/12 , H04L67/22 , H04L67/306 , H04W4/024 , H04W4/025
Abstract: Generating routes based on aggregated path data includes accumulating trajectory data from a plurality of users, wherein data entries in the trajectory data each include an origin and a destination. When a request for a route from a designated location to a particular destination is received from a particular user, one or more of the data entries are identified as relevant to the request for the route when the origin of a particular data entry is similar to the designated location and the destination of the particular data entry is similar to the particular destination. Route recommendations are generated for the particular user based on one or more data entries identified as relevant.
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公开(公告)号：US20160373892A1
公开(公告)日：2016-12-22
申请号：US14802289
申请日：2015-07-17
Applicant: International Business Machines Corporation
Inventor： Yasuhisa Gotoh , Yasutaka Nishimura , Takahito Tashiro
IPC: H04W4/02
Abstract: A system comprising a plurality of first subsystems respectively operable to manage a plurality of first regions in a geographic space; and a plurality of second subsystems respectively operable to manage a plurality of second regions in the geographic space, wherein the plurality of first regions and the plurality of second regions are arranged such that at least one of the first regions covers a border of one or more of the second regions and at least of the second regions covers a border of one or more of the first regions.
Abstract translation: 一种系统，包括分别可操作以管理地理空间中的多个第一区域的多个第一子系统; 以及多个第二子系统，其分别可操作以管理所述地理空间中的多个第二区域，其中所述多个第一区域和所述多个第二区域被布置成使得所述第一区域中的至少一个覆盖一个或多个 并且至少第二区域覆盖一个或多个第一区域的边界。
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