CN-116568224-B - Menstrual-related information output device, learning information generation method, and storage medium

CN116568224BCN 116568224 BCN116568224 BCN 116568224BCN-116568224-B

Abstract

To solve the above-described problems, it has been impossible to predict menstruation-related information concerning menstruation by using abdominal sounds. A menstruation-related information output device comprising a learning information storage unit for storing learning information comprising 2 or more pieces of teaching data including information acquired from the abdominal sound of a user and menstruation-related information related to menstruation, a sound information acquisition unit for acquiring the sound information from the abdominal sound of the user, a prediction unit for applying the learning information to the sound information acquired by the sound information acquisition unit and acquiring the menstruation-related information, and an output unit for outputting the menstruation-related information acquired by the prediction unit.

Inventors

Kanagawa norimasa
Kutsu
ZEIDA MITSUHIRO

Assignees

三得利控股株式会社

Dates

Publication Date: 20260505
Application Date: 20211202
Priority Date: 20201207

Claims (10)

1. A menstrual-related information output device is characterized in that, A learning information storing unit for storing learning information composed of 2 or more pieces of teaching data including audio information acquired from abdominal sounds of a user and menstrual related information related to menstruation; a voice information acquisition unit that acquires voice information of an abdominal voice from a user; A prediction unit configured to apply the learning information to the audio information acquired by the audio information acquisition unit and acquire menstruation-related information; And an output unit configured to output the menstruation-related information acquired by the prediction unit.
2. The menstruation-related information output device as defined in claim 1, wherein said menstruation-related information is menstruation-date relationship information concerning a relationship between dates associated with menstruation.
3. The menstruation-related information output device as defined in claim 1, wherein said menstruation-related information is pain information about menstrual pain.
4. The menstruation-related information output apparatus as set forth in claim 1, wherein said 2 or more pieces of teaching data are composed of teaching data having said sound information and said menstruation-related information acquired from an abdominal sound acquired from an abdomen every day between menstrual cycles of said user.
5. The menstruation-related information output device as defined in claim 1, wherein, The learning unit performs learning processing on the 2 or more pieces of teaching data by means of an algorithm of machine learning to acquire learning information as a learner, The prediction unit performs a prediction process by using the audio information acquired by the audio information acquisition unit and the learning information, and acquires menstruation-related information by using a machine learning algorithm.
6. The menstruation-related information output apparatus as set forth in claim 1, wherein said sound information is 2 or more feature amounts of abdominal sounds of said user.
7. A learning device is characterized in that, The device comprises a voice information acquisition unit for acquiring voice information of an abdominal voice from a user; a learning receiving unit that receives menstrual-related information; a teaching data forming unit that forms teaching data from the sound information and the menstruation-related information; A learning unit configured to perform a learning process of machine learning on the teaching data configured by the teaching data configuration unit, and to configure learning information that is a learner; and an accumulation unit that accumulates the learner.
8. A method for generating learning information is realized by a sound information acquisition unit, a learning reception unit, a teaching data formation unit, a learning unit, and a storage unit, The method comprises a voice information acquisition step, wherein the voice information acquisition unit acquires voice information of abdominal voice from a user; A learning reception step in which the learning reception unit receives menstrual-related information; a teaching data composing step of composing teaching data from the sound information and the menstruation-related information; a learning step of performing a learning process of machine learning on the teaching data configured in the teaching data configuration step, and configuring learning information that is a learner; And an accumulating step of accumulating the learner by the accumulating section.
9. A storage medium having a program recorded thereon for causing a computer connectable to a learning information storage unit to function as a sound information acquisition unit, a prediction unit, and an output unit, The learning information storing part stores learning information composed of more than 2 pieces of teaching data including voice information acquired from the abdominal voice of the user and menstruation related information related to menstruation, The voice information acquisition unit acquires voice information of an abdominal voice from a user, The prediction unit applies the learning information to the audio information acquired by the audio information acquisition unit to acquire menstruation-related information, The output unit outputs the menstruation-related information acquired by the prediction unit.
10. A storage medium having a program recorded thereon for causing a computer to function as a sound information acquisition unit, a learning reception unit, a teaching data configuration unit, a learning unit, and an accumulation unit, The voice information acquisition unit acquires voice information of an abdominal voice from a user, The learning receiving part receives menstruation-related information, The teaching data composing section composes teaching data from the sound information and the menstruation-related information, The learning unit performs learning processing of machine learning on the teaching data composed by the teaching data composing unit to compose learning information which is a learner, The accumulating section accumulates the learner.

Description

Menstrual-related information output device, learning information generation method, and storage medium Technical Field The present invention relates to a menstruation-related information output device and the like for acquiring and outputting menstruation-related information related to menstruation. Background Conventionally, there is a technique for predicting a date of menstruation by suppressing a decrease in prediction accuracy even when a fluctuation in menstrual cycle is large (see patent document 1). In addition, there is a technique of acquiring measurement information on the state of leucorrhea with red and white discharge and predicting the ovulation date using the measurement information (see patent document 2). Patent literature Patent document 1 Japanese patent application No. 2015-523319 Patent document 2 Japanese patent application laid-open No. 2014-64406 Disclosure of Invention Technical problem to be solved by the invention However, in the conventional technique, menstrual-related information on menstruation cannot be obtained by using abdominal sounds from the abdomen or the periphery of the abdomen. Technical means for solving the technical problems The menstruation-related information output apparatus of the first invention includes a learning information storage unit for storing learning information including 2 or more pieces of teaching data including audio information acquired from abdominal sounds of a user and menstruation-related information related to menstruation, an audio information acquisition unit for acquiring audio information from abdominal sounds of the user, a prediction unit for applying the learning information to the audio information acquired by the audio information acquisition unit and acquiring menstruation-related information, and an output unit for outputting the menstruation-related information acquired by the prediction unit. With such a configuration, menstrual-related information can be obtained by using the abdominal sound from the abdomen or the periphery of the abdomen. Further, the menstruation-related information output apparatus according to the second aspect of the present invention is the menstruation-date-related information concerning the relationship between date related to menstruation, as described below. With such a configuration, menstrual-related information on the relationship between dates related to menstruation can be acquired by using the abdominal sound. In the menstruation-related information output apparatus according to the third aspect of the present invention, the menstruation-related information is pain information about menstrual pain as described below in the first aspect of the present invention. With this configuration, pain information on menstrual pain can be obtained by using the abdominal sound. In the menstruation-related information output apparatus according to the fourth aspect of the invention, in any one of the first to third aspects of the invention, the teaching data of 2 or more pieces of teaching data includes teaching data having sound information and menstruation-related information acquired from abdominal sounds acquired from the abdomen every day between menstrual cycles of the user. With this configuration, menstrual-related information can be obtained by using the abdominal sound. The menstruation-related information output apparatus according to the fifth aspect of the invention is the menstruation-related information output apparatus according to any one of the first to fourth aspects of the invention, further comprising a learning unit that performs learning processing on 2 or more pieces of teaching data by means of an algorithm for machine learning to acquire learning information that is a learner, and a prediction unit that performs prediction processing by means of an algorithm for machine learning using the sound information and the learning information acquired by the sound information acquisition unit to acquire menstruation-related information. With this configuration, menstrual-related information can be acquired by an algorithm that uses the abdominal sound through machine learning. In the menstruation-related information output apparatus according to the sixth aspect of the present invention, the audio information is 2 or more feature values of the abdominal sounds of the user, as described below. With such a configuration, the characteristic amount of sound is acquired from the abdomen sound from the abdomen or the abdomen periphery, and the menstruation-related information can be acquired using the characteristic amount. The learning device according to the seventh aspect of the present invention includes a sound information acquisition unit that acquires sound information of an abdominal sound from a user, a learning reception unit that receives menstrual-related information, a teaching data formation unit that forms teaching data from the sound information and the menstrual-related infor