Abstract:
Proposed is a mechanism that is capable of more appropriately specifying grounds of prediction by a prediction model. An information processing apparatus includes a control unit configured to extract a first characteristic amount positively contributing to a prediction result by a prediction model configured by a non-linear model and a second characteristic amount negatively contributing to the prediction result, from among characteristic amounts of input data input to the prediction model.
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.
Abstract:
There is provided an information processing apparatus to provide a mechanism capable of providing information indicating the appropriateness of a computational result by a model constructed by machine learning, the information processing apparatus including: a first acquisition section that acquires a first data set including a combination of input data and output data obtained by inputting the input data into a neural network; a second acquisition section that acquires one or more second data sets including an item identical to the first data set; and a generation section that generates information indicating a positioning of the first data set in a relationship with the one or more second data sets.
Abstract:
There is provided an information processing device capable of searching for a network structure more efficiently, the information processing device including: a structure acquisition unit configured to acquire a graph structure searched for on a basis of information related to a structure of a graph-structured network.
Abstract:
[Object] To provide an information processing apparatus, an information processing method, and a program capable of appropriately handling a difference between detection results of sensors. [Solution] An information processing apparatus including: a detection section configured to detect first information regarding a mobile object; an acquisition section configured to acquire second information regarding the mobile object, the second information being detected by an external apparatus; and a control section configured to control processing based on a comparison result of the first information and the second information detected for the same mobile object.
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.
Abstract:
A system that generates a first parameter corresponding to a type of an object; generates a second parameter corresponding to transaction information corresponding to the object; calculates a feature value corresponding to the object by applying a predetermined function to the first and second parameters; generates display data based on the calculated feature value; and outputs the display data to a device remotely connected to the system via a network.
Abstract:
[Object] To provide information useful to a variety of users engaged in real estate transactions.[Solution] Provided is an information processing device, including: an information extraction unit that extracts information related to a second real estate property or a second transaction similar to a first real estate property or a first transaction occurring with respect to the first real estate property, on a basis of features of a real estate property or a transaction with respect to a real estate property; and a transaction result prediction unit that predicts a transaction result including a first price associated with the first real estate property in the first transaction, on a basis of the extracted information.
Abstract:
An information processing device includes a collection section that collects log data of a plurality of users from a plurality of services, a publishing level setting section that is possible to set a publishing level of the collected log data to each service for each user, and a providing control section that controls provision of the collected log data to the plurality of services based on the publishing level that is set.