FEEDBACK APPARATUS, FEEDBACK METHOD, AND PROGRAM
A technique which helps users achieve mindfulness is provided. A feedback device includes a feature quantity calculation part which calculates a physical condition feature quantity from physical condition data, an index calculation part which calculates a physical condition index using the physical condition feature quantity, an estimation result generation part which generates physical condition estimation result using the physical condition feature quantity and the physical condition index, a feedback part which presents a predetermined stimulus to the user, as feedback, on the basis of the physical condition estimation result, and a user reaction acquisition part which acquires a user reaction indicating that the user has noticed the feedback and in which the feedback part presents the stimulus, as feedback, in the form of increasing strength in a stepwise manner during a period from when the user's physical condition estimation result shows an abnormality for a predetermined period until the user notices the feedback, and presents the stimulus, as feedback, in the form of increasing or decreasing the stimulation in a stepwise manner in accordance with the user's physical condition estimation result during a period from when the user notices the feedback until the user's physical condition estimation result returns to normal for a predetermined period.
1 . A feedback device, comprising:
a feature quantity calculation circuitry which calculates a feature quantity of a user's physical condition data (hereinafter referred to as “physical condition feature quantity”) from data regarding the user's physical condition (hereinafter referred to as physical condition data); an index calculation circuitry which calculates an index of the user's physical condition (hereinafter referred to as a “physical condition index”) using the user's physical condition feature quantity;
an estimation result generation circuitry which generates an estimation result regarding the user's physical condition (hereinafter referred to as a “physical condition estimation result”) using the user's physical condition feature quantity and the user's physical condition index;
a feedback circuitry which presents a predetermined stimulus to the user as feedback on the basis of the user's physical condition estimation result; and
a user reaction acquisition circuitry which acquires a user reaction indicating that the user has noticed the feedback,
wherein the feedback circuitry
presents the stimulus, as feedback, in the form of increasing strength in a stepwise manner during a period from when the user's physical condition estimation result shows an abnormality for a predetermined period until the user notices the feedback, and presents the stimulus, as feedback, in the form of increasing or decreasing the stimulation in a stepwise manner in accordance with the user's physical condition estimation result during a period from when the user notices the feedback until the user's physical condition estimation result returns to normal for a predetermined period.
2 . A feedback device, comprising:
a feature quantity calculation circuitry which calculates a feature quantity of a user's physical condition data (hereinafter referred to as physical condition feature quantity) from data regarding the user's physical condition (hereinafter referred to as “physical condition data”); an index calculation circuitry which calculates an index of the user's physical condition (hereinafter referred to as a “physical condition index”) using the user's physical condition feature quantity;
an estimation result generation circuitry which generates an estimation result regarding the user's physical condition (hereinafter referred to as “physical condition estimation result”) using the user's physical condition feature quantity and the user's physical condition index;
a feedback circuitry which presents a predetermined stimulus to the user as feedback on the basis of the user's physical condition estimation result;
a user reaction acquisition circuitry which acquires the user's reaction to the feedback (hereinafter referred to as a “user reaction”); and
a learning data generation circuitry which generates, as learning data, a set of the user's physical condition feature quantity and teacher data, which have the user reaction or a value calculated from the user reaction as the teacher data, from the user's physical condition feature quantity and the user reaction.
3 . The feedback device according to claim 2 , wherein
the user reaction is either an evaluation by the user regarding his or her own state of mind (hereinafter referred to as “subjective evaluation”), an indication that the user has noticed the feedback, or a combination of a subjective evaluation and an indication that the user has noticed the feedback.
4 . The feedback device according to claim 1 , wherein
the physical condition data is data relating to a breathing condition.
5 . A feedback method, comprising:
a feature quantity calculation step of calculating, by a feedback device, a feature quantity of a user's physical condition data (hereinafter referred to as “physical condition feature quantity) from data relating to the user's physical condition (hereinafter referred to as “physical condition data”);
an index calculation step of calculating, by the feedback device, an index of the user's physical condition (hereinafter referred to as a “physical condition index”) using the user's physical condition feature quantity;
an estimation result generation step of generating, by the feedback device, an estimation result regarding the user's physical condition (hereinafter referred to as a “physical condition estimation result”) using the user's physical condition feature quantity and the user's physical condition index;
a feedback step of presenting, by the feedback device, a predetermined stimulus to the user, as feedback, on the basis of the user's physical condition estimation result; and
a user reaction acquisition step of acquiring, by the feedback device, a user reaction indicating that the user has noticed the feedback,
wherein the feedback step presents the stimulus, as feedback, in the form of increasing strength in a stepwise manner during a period from when the user's physical condition estimation result shows an abnormality for a predetermined period until the user notices the feedback, and presents the stimulus, as feedback, in the form of increasing or decreasing the stimulation in a stepwise manner in accordance with the user's physical condition estimation result during a period from when the user notices the feedback until the user's physical condition estimation result returns to normal for a predetermined period.
6 . A non-transitory computer-readable storage medium which stores a program causing a computer to function as the feedback device according to claim 1 .
7 . The feedback device according to claim 2 , wherein
the physical condition data is data relating to a breathing condition.