Prediction apparatus, learning apparatus, prediction method, learning method and program
US-2024386319-A1 · Nov 21, 2024 · US
US2025172991A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2025172991-A1 |
| Application number | US-202318841656-A |
| Country | US |
| Kind code | A1 |
| Filing date | Feb 15, 2023 |
| Priority date | Mar 1, 2022 |
| Publication date | May 29, 2025 |
| Grant date | — |
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The present technique relates to an information processing apparatus, an information processing method, and a program capable of predicting a future state of a user and supporting the user. A supporting unit is configured to support a user based on an estimation result of at least one of a present affect and a present context of the user and a prediction result of at least one of a future affect and a future context of the user. For example, the present technique can be applied to an audio agent apparatus of an audio support system which supports the user by transmitting by audio, in response to a request from the user by an utterance or the like, a message that is most readily receivable by the user as a response.
Opening claim text (preview).
1 . An information processing apparatus, comprising: a supporting unit configured to support a user based on an estimation result of at least one of a present affect and a present context of the user and a prediction result of at least one of a future affect and a future context of the user. 2 . The information processing apparatus according to claim 1 , further comprising: an affect processing unit configured to obtain the prediction result of the affect based on the estimation result of the affect and at least one of the estimation result and the prediction result of the context. 3 . The information processing apparatus according to claim 2 , wherein the affect processing unit is further configured to obtain a reliability of the prediction result of the affect based on the estimation result of the affect and at least one of the estimation result and the prediction result of the context. 4 . The information processing apparatus according to claim 1 , further comprising: an affect processing unit configured to obtain the estimation result of the affect using a biosignal of the user. 5 . The information processing apparatus according to claim 1 , further comprising: a context processing unit configured to obtain the prediction result of the context based on estimation results of the context in a time series. 6 . The information processing apparatus according to claim 1 , further comprising: a context processing unit configured to obtain the estimation result of the context based on at least one of environmental information indicating an environment surrounding the user and input information that is information input from the user. 7 . The information processing apparatus according to claim 1 , further comprising: a setting unit configured to set a support content that is a content of support by the supporting unit based on the estimation result of at least one of the affect and the context and the prediction result of at least one of the affect and the context, wherein the supporting unit is configured to perform support of the support content set by the setting unit. 8 . The information processing apparatus according to claim 7 , further comprising: a determining unit configured to determine a support method that is a method of support by the supporting unit based on the estimation result of at least one of the affect and the context, wherein the supporting unit is configured to perform support of the support content by the support method determined by the determining unit. 9 . The information processing apparatus according to claim 8 , further comprising: a result processing unit configured to cause a storage unit to store a support result with respect to the user in association with the support method based on an estimation result of at least one of the affect and the context before and after the support by the supporting unit. 10 . The information processing apparatus according to claim 9 , wherein the determining unit is configured to determine the support method also based on the support result stored in the storage unit. 11 . The information processing apparatus according to claim 8 , wherein the determining unit is configured to also determine support means that is means of support by the supporting unit based on an estimation result of at least one of the affect and the context, and the supporting unit is configured to perform support of the support content by the support method and the support means determined by the determining unit. 12 . The information processing apparatus according to claim 11 , further comprising a result processing unit configured to cause a storage unit to store a support result with respect to the user in association with the support method and the support means based on an estimation result of at least one of the affect and the context before and after the support by the supporting unit. 13 . The information processing apparatus according to claim 12 , wherein the determining unit is configured to determine the support method and the support means also based on the support result stored in the storage unit. 14 . The information processing apparatus according to claim 11 , wherein the support content is to transmit a message to the user, the support method is a method of transmitting the message to the user by audio, and the support means is a tone of voice or a volume of the audio. 15 . The information processing apparatus according to claim 14 , wherein the message is navigation information. 16 . The information processing apparatus according to claim 14 , wherein the message is task support information that supports a task by the user. 17 . The information processing apparatus according to claim 11 , wherein the support content is to make a suggestion to the user, the support method is a method of making a suggestion to the user via a motion of a robot, and the support means is a predetermined motion of the robot. 18 . An information processing method, comprising an information processing apparatus performing a supporting step of supporting a user based on an estimation result of at least one of a present affect and a present context of the user and a prediction result of at least one of a future affect and a future context of the user. 19 . A program causing a computer to function as: a supporting unit configured to support a user based on an estimation result of at least one of a present affect and a present context of the user and a prediction result of at least one of a future affect and a future context of the user.
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