公开(公告)号：US11610148B2

公开(公告)日：2023-03-21

申请号：US16329303

申请日：2017-08-18

Applicant: SONY CORPORATION

Inventor： Naoki Ide

IPC: G06K9/62 ,  G06N3/08 ,  G06N20/00 ,  G06F17/18 ,  G06N3/088 ,  G06N3/04 ,  G06N20/10

Abstract: To previously predict learning performance in accordance with the labeling status of learning data. Provided is an information processing device including a data distribution presentation unit that performs dimensionality reduction on input learning data to generate a data distribution diagram related to the learning data, a learning performance prediction unit that predicts learning performance on the basis of the data distribution diagram and a labeling status related to the learning data, and a display control unit that controls a display related to the data distribution diagram and the learning performance. The data distribution diagram includes overlap information about clusters including the learning data and information about the number of pieces of the learning data belonging to each of the clusters.

公开(公告)号：US09547827B2

公开(公告)日：2017-01-17

申请号：US13777653

申请日：2013-02-26

Applicant: Sony Corporation

Inventor： Naoki Ide ,  Takashi Usui ,  Shinichiro Tsuda

IPC: G06N99/00

CPC classification number: G06N99/005

Abstract: A terminal device includes an acquisition unit, an accumulation unit, a communication unit and a prediction unit. The acquisition unit acquires local information of a present location at a present time. The accumulation unit accumulates the acquired local information for a period of time. The communication unit transmits, to an information processing device, the accumulated local information. The communication unit also receives, from the information processing device, parameters of a statistical model which are learned using local information acquired from a plurality of other terminal devices. The prediction unit predicts local information in relation to an arbitrary time and location using the received parameters of the statistical model.

Abstract translation: 终端装置包括获取单元，累积单元，通信单元和预测单元。 采集单元在当前时间获取当前位置的本地信息。 累积单元累积获取的本地信息一段时间。 通信单元向信息处理设备发送累积的本地信息。 通信单元还从信息处理设备接收使用从多个其他终端设备获取的本地信息学习的统计模型的参数。 预测单元使用统计模型的接收参数来预测与任意时间和位置相关的本地信息。

公开(公告)号：US20150148064A1

公开(公告)日：2015-05-28

申请号：US14405210

申请日：2013-05-07

Applicant: Sony Corporation

Inventor： Shinichiro Tsuda ,  Takashi Usui ,  Naoki Ide

IPC: H04W4/02 ,  H04W8/24

CPC classification number: H04W4/02 ,  G01C21/32 ,  G01C21/3694 ,  H04M1/72572 ,  H04W4/90 ,  H04W8/24

Abstract: The present application relates to a method whereby the communication traffic between a wireless communication apparatus such as a smartphone and another device such as a map information providing server and/or server managed by mobile virtual network operator MVNO. According to a first aspect, the communication traffic can be reduced by dividing items of geographical information that are sent to the smartphone are divided into static information and dynamic information and the two types of information are separately processed in that the map data is updated less often than information such as traffic congestion, weather information or the congestion level of a base station. According to a second aspect, congestion information is derived by averaging over time the number of vehicles which pass through a certain point. According to a third aspect, the updating interval, i.e. the frequency by which new information will be downloaded from the server, is adapted to degree of change of the dynamic information over time. According to a fourth aspect, the updating interval is adapted to the movement speed of the smartphone. According to a fifth aspect, download rates of a communication carrier are displayed on top of a map, thereby providing some sort of geobrowsing. According to a sixth aspect, an MVNO informs its subscribers about base station related information, such as signal intensity and the base station's congestion level. According to a seventh aspect, the smartphone selects, on the basis of the various items of information received, another network, either manually or automatically.

Abstract translation: 本申请涉及一种方法，其通过诸如智能电话的无线通信装置与由移动虚拟网络运营商MVNO管理的地图信息提供服务器和/或服务器之类的另一设备之间的通信业务。 根据第一方面，通过将发送到智能手机的地理信息的划分项目划分为静态信息和动态信息，并且两种类型的信息被分开处理，可以减少通信流量，因为地图数据被更新更少 比诸如交通拥堵，天气信息或基站的拥塞水平的信息。 根据第二方面，通过随时间推移通过某一点的车辆数量导出拥塞信息。 根据第三方面，更新间隔，即，将从服务器下载新信息的频率适应于随时间变化的动态信息的变化程度。 根据第四方面，更新间隔适应于智能电话的移动速度。 根据第五方面，通信载体的下载速率显示在地图之上，从而提供某种地理浏览。 根据第六方面，MVNO向用户通知基站相关信息，例如信号强度和基站的拥塞级别。 根据第七方面，智能手机或手动地根据所接收的各种信息来选择另一网络。

公开(公告)号：US20130262032A1

公开(公告)日：2013-10-03

申请号：US13777499

申请日：2013-02-26

Applicant: SONY CORPORATION

Inventor： Naoki Ide

IPC: G06F17/18

CPC classification number: G06F17/18 ,  G01S19/34

Abstract: An information processing device includes a main sensor that is a sensor that is operated in at least two operation levels and acquires predetermined data, a sub sensor that is a sensor that acquires data different from that of the main sensor, and an information amount calculation unit that predicts the difference between an information amount when measurement is performed by the main sensor and an information amount when measurement is not performed by the main sensor from data obtained by the sub sensor and decides the operation level of the main sensor based on the prediction result.

Abstract translation: 信息处理装置包括主传感器，其是以至少两个操作级别操作并获取预定数据的传感器，作为获取与主传感器不同的数据的传感器的副传感器，以及信息量计算单元 预测由主传感器进行测量时的信息量与主传感器不进行测量时的信息量之间的差异，并根据预测结果决定主传感器的动作电平 。

公开(公告)号：US11593635B2

公开(公告)日：2023-02-28

申请号：US16076396

申请日：2017-01-10

Applicant: SONY CORPORATION

Inventor： Shingo Takamatsu ,  Akira Fukui ,  Naoki Ide ,  Yukio Oobuchi ,  Yoshiyuki Kobayashi

IPC: G06N3/08 ,  G06F16/00 ,  G06F16/583 ,  G06F16/955 ,  G06F17/18

Abstract: There is provide an information processing device capable of reducing the time taken for selection of the learning setting, the information processing device including: a data acquisition unit configured to acquire a learning setting corresponding to information related to previous learning processing in which a degree of similarity with information related to learning processing specified by a user is higher than a predetermined degree of similarity as a learning setting to be recommended to the user; and a display control unit configured to control display corresponding to the learning setting to be recommended.

公开(公告)号：US11115783B2

公开(公告)日：2021-09-07

申请号：US16738205

申请日：2020-01-09

Applicant: SONY CORPORATION

Inventor： Shinichiro Tsuda ,  Takashi Usui ,  Naoki Ide

IPC: H04W4/029 ,  G01C21/32 ,  G01C21/36 ,  H04W4/02 ,  H04W8/24 ,  H04W4/90 ,  H04M1/72457

Abstract: Techniques for controlling updating of information stored on a device, the information including information of a first type and information of a second type. The techniques include determining, using at least one processor, when a first item of information of the first type and a second item of information of the second type are to be updated, wherein the second item of information is to be updated more frequently than the first item of information; and causing the device to update the first and second items of information in accordance with the determination at least in part by wirelessly communicating with at least one other device.

公开(公告)号：US10891765B2

公开(公告)日：2021-01-12

申请号：US16081235

申请日：2017-01-20

Applicant: SONY CORPORATION

Inventor： Yukio Oobuchi ,  Naoki Ide ,  Akira Fukui ,  Yoshiyuki Kobayashi ,  Shingo Takamatsu

IPC: G06T11/20 ,  G06F3/0481 ,  G06N99/00 ,  G06F16/00 ,  G06F16/58 ,  G06F16/904 ,  G06K9/62 ,  G06T3/40

Abstract: There is provided an information processing apparatus and an information processing method, the information processing apparatus including: a display size decision unit configured to decide a display size of data that is based on learning of a label corresponding to a class, on the basis of a distance between a position of the data arranged on the basis of a likelihood vector obtained by recognition of the data, and a position of a class to which the data belongs; and a communication control unit configured to cause the display size to be transmitted.

公开(公告)号：US10380888B2

公开(公告)日：2019-08-13

申请号：US15750384

申请日：2016-06-13

Applicant: SONY CORPORATION

Inventor： Yoshiyuki Kobayashi ,  Kenta Kawamoto ,  Naoki Ide ,  Shingo Takamatsu

IPC: G08G1/00 ,  G08G1/0965 ,  G08G1/09 ,  B60R21/00

Abstract: [Object] To provide an information processing apparatus, an information processing method, and a program capable of efficiently using information regarding a user evaluation of a target vehicle.[Solution] An information processing apparatus including: a recognition section configured to automatically recognize information of a target vehicle from environment information of a user; an acquisition section configured to acquire a user evaluation of the recognized target vehicle; and a generation section configured to generate information for issuing a notification of the acquired user evaluation.

公开(公告)号：US20130262354A1

公开(公告)日：2013-10-03

申请号：US13777653

申请日：2013-02-26

Applicant: SONY CORPORATION

Inventor： Naoki Ide ,  Takashi Usui ,  Shinichiro Tsuda

IPC: G06N99/00

CPC classification number: G06N99/005

Abstract: A terminal device includes an acquisition unit which acquires local information of a present location at a present time; an accumulation unit which accumulates the acquired local information for a predetermined period; a communication unit which transmits the local information which is accumulated for a predetermined period to an information processing device, and receives parameters of a statistical model which are learned using the local information, which is acquired using the information processing device from a plurality of portable terminal devices, from the information processing device; and a prediction unit which predicts the local information in relation to an arbitrary time and location using the received parameters of the statistical model.

Abstract translation: 终端装置包括获取单元，其获取当前位置的本地信息; 累积单元，其累积获取的局部信息达预定时间段; 将预定时间段累积的本地信息发送到信息处理装置的通信单元，并且从多个便携终端接收使用该信息处理装置获取的使用本地信息学习的统计模型的参数 设备，从信息处理设备; 以及预测单元，其使用所接收的统计模型的参数来预测与任意时间和位置相关的本地信息。

公开(公告)号：US11568492B2

公开(公告)日：2023-01-31

申请号：US16078340

申请日：2016-12-21

Applicant: SONY CORPORATION

Inventor： Kenta Kawamoto ,  Yoshiyuki Kobayashi ,  Shingo Takamatsu ,  Naoki Ide

IPC: G06Q40/08 ,  G06Q30/08

Abstract: [Object] To provide an information processing apparatus, an information processing method, a program, and a system capable of providing a more appropriate vehicle insurance by selecting a vehicle insurance in accordance with a current situation.
[Solution] An information processing apparatus including: a selection section configured to select an insurance to be applied to a vehicle from one or more insurances calculated on a basis of a set vehicle insurance condition, attribute information of the vehicle and a user, and real-time characteristic information of the vehicle which includes movement route information.