WO2019234883A1 - Dispositif de fourniture d'informations, procédé de fourniture d'informations, et programme informatique - Google Patents

Dispositif de fourniture d'informations, procédé de fourniture d'informations, et programme informatique Download PDF

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Publication number
WO2019234883A1
WO2019234883A1 PCT/JP2018/021878 JP2018021878W WO2019234883A1 WO 2019234883 A1 WO2019234883 A1 WO 2019234883A1 JP 2018021878 W JP2018021878 W JP 2018021878W WO 2019234883 A1 WO2019234883 A1 WO 2019234883A1
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WIPO (PCT)
Prior art keywords
information
child
childcare
specific user
occurrence
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PCT/JP2018/021878
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English (en)
Japanese (ja)
Inventor
伴之 服部
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株式会社ファーストアセント
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Priority to PCT/JP2018/021878 priority Critical patent/WO2019234883A1/fr
Publication of WO2019234883A1 publication Critical patent/WO2019234883A1/fr

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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

Definitions

  • the present invention relates to an information providing apparatus, an information providing system, and a computer program.
  • Patent Document 1 A psychiatric medical assistance system for determining the possibility that a subject falls into depression has been disclosed (see Patent Document 1).
  • Patent Document 1 If the technology disclosed in Patent Document 1 is applied to a child caregiver, the possibility that the caregiver suffers from postpartum depression can be determined.
  • Patent Document 1 In order for the technology disclosed in Patent Document 1 to be applied to a caregiver, it is necessary for the caregiver himself to be aware of the childcare burden that can induce postpartum depression. Therefore, there is a problem that the technique disclosed in Patent Document 1 is not applied to a caregiver who is not aware of the level of the childcare burden.
  • the information providing apparatus includes at least the child-care record information of a specific user among the child-care record information including information indicating child-care records when a plurality of users raise children.
  • the information acquisition processing unit to be acquired, the childcare record information of the specific user, and comparison information based on the childcare record information of at least some of the plurality of users A detection processing unit that detects a childcare burden generated by the user, and an information generation processing unit that generates guidance information to be provided to the specific user according to the childcare record information and the childcare burden of the specific user. .
  • the child-care record information includes state information relating to the state of the child and time information relating to the occurrence time of the state, and the detection process.
  • the part detects the childcare burden by comparing the state information and the time information of the specific user with the comparison information based on the state information and the time information of the at least some users. Is preferred.
  • the detection processing unit includes the state information and time information of the specific user, and the state information of the at least some users.
  • the history information is acquired, and the at least one type of history information corresponding to the specific user is compared with the comparison information that is the at least one type of history information corresponding to the at least some users. preferable.
  • the occurrence probability of the state is an occurrence probability of the night crying of the child within a predetermined period
  • the occurrence frequency distribution of the state Is a frequency distribution of the occurrence time of the sleep state of the child lasting the longest in a predetermined period
  • the occurrence interval of the state is preferably the breast feeding interval of the child in the predetermined period.
  • the information generation processing unit includes the childcare record information and the childcare burden of the specific user, and the occurrence probability.
  • the guidance information is generated according to each of the occurrence frequency distribution and the occurrence interval.
  • the guidance information includes information on a question about the health condition of the specific user
  • the information acquisition processing unit further acquires information on an answer to the question of the specific user
  • the detection processing unit further detects the health condition based on the answer
  • the information generation processing unit includes the detection process. It is preferable that notification information regarding the health condition for the specific user is further generated according to the detection result of the health condition by the unit.
  • the information providing system includes any one of the information providing apparatus from the first aspect to the sixth aspect, and the child-care record information of the specific user is the screen input information, voice An input device that is input as at least one of input information, an image, temperature information, and biological information, and an output device that outputs the guidance information to the specific user through a screen or sound.
  • the childcare record information of the plurality of users is acquired, and the comparison information based on the childcare record information of the at least some users It is preferable to further include an information processing apparatus that generates
  • the computer program obtains childcare record information including information indicating childcare records when each of a plurality of users raises a child; By comparing the childcare record information of a specific user among the plurality of users with the childcare record information of at least some of the plurality of users, the childcare burden caused to the specific user is reduced.
  • a detection processing function to detect and an information generation processing function to generate guidance information to be provided to the specific user according to the childcare record information and the childcare burden of the specific user are provided for causing the computer to realize .
  • the computer program according to the ninth aspect includes state information relating to the state of the child and time information relating to the occurrence time of the state, wherein the detection processing function is the specific user. It is preferable to include detecting the childcare burden by comparing the status information and the time information of the user with the status information and the time information of the at least some users.
  • the detection processing function includes the state information and time information of the specific user, the state information of the at least some users, and As a comparison with the time information, acquiring at least one type of history information among the occurrence probability, occurrence frequency distribution, and occurrence interval of the state based on the state information and the time information;
  • the method includes comparing the corresponding at least one type of history information with the at least one type of history information corresponding to the at least some users.
  • the occurrence probability of the state is an occurrence probability of the child's night crying within a predetermined period
  • the occurrence frequency distribution of the state is The frequency distribution of the start time of the longest sleeping time of the child within a predetermined period, wherein the occurrence interval of the state is preferably the breast feeding interval of the child within the predetermined period.
  • the information generation processing function includes the childcare record information and the childcare burden of the specific user, the occurrence probability
  • the method includes generating the guidance information according to each of the occurrence frequency distribution and the occurrence interval.
  • the guidance information includes information on a question about the health condition of the specific user
  • the acquisition processing function includes further acquiring information on an answer to the question of the specific user
  • the detection processing function further includes detecting the health condition based on the answer
  • the information generation processing function Preferably, the method further includes generating notification information related to the health condition for the specific user according to a detection result of the health condition by the detection processing function.
  • the caregiver himself / herself can be aware of the degree of childcare burden, and when the childcare burden is large, the effect of being able to suspect postpartum depression is obtained.
  • FIG. 1 is a diagram showing an information providing system including an information providing server and an information input / output terminal according to an embodiment of the present invention.
  • FIG. 2 is a diagram illustrating childcare record information acquired by the processor of the information providing server.
  • FIG. 3 is a diagram illustrating the probability of occurrence of a child's night crying within a predetermined postnatal period.
  • FIG. 4 is a diagram illustrating the frequency distribution of the occurrence time of the sleep state of the child lasting the longest in a predetermined postnatal period.
  • FIG. 5 is a diagram illustrating a breast feeding interval to a child within a predetermined postnatal period.
  • FIG. 6 is a diagram exemplifying guidance information output processing performed in accordance with the detection result of the childcare burden caused to the user.
  • FIG. 1 is a diagram showing an information providing system including an information providing server and an information input / output terminal according to an embodiment of the present invention.
  • FIG. 2 is a diagram illustrating childcare record information acquired by the processor of the information providing server.
  • FIG. 7 is a diagram illustrating guidance information output.
  • FIG. 8 is a diagram illustrating guidance information output.
  • FIG. 9 is a diagram illustrating guidance information output.
  • FIG. 10 is a diagram exemplifying guidance information regarding a health condition for a specific user and notification information output regarding the health condition for the user based on an answer to the question.
  • FIG. 11 is a diagram illustrating processing contents executed by a computer program running on the information providing server.
  • FIG. 12 is a diagram illustrating a product supply aspect of a computer program that runs on an information input / output terminal and / or an information providing server.
  • FIG. 13 is a diagram illustrating an information providing system according to the fifth modification.
  • An information providing system 1 including an information providing server 20 and an information input / output terminal 10 according to an embodiment of the present invention will be described with reference to FIGS.
  • FIG. 1 is a diagram showing an information providing system 1.
  • the information providing system 1 includes an information providing server 20 and an information input / output terminal 10, and the information providing server 20 and the information input / output terminal 10 are connected to each other via a communication network 30.
  • the information input / output terminal 10 is, for example, a personal computer 10a, a mobile terminal 10b such as a mobile phone or a tablet computer, and / or a smart speaker 10c, and may be a dedicated terminal or a general-purpose terminal.
  • the information input / output terminal 10 includes a processor 11, a memory 12, an input device 13, an output device 14, and a communication module 15.
  • the processor 11 controls the operations of the input device 13, the output device 14, and the communication module 15 by starting a computer program stored in the memory 12.
  • the input device 13 is, for example, a mouse, a keyboard, a touch panel, and / or a microphone, and has a screen input function and / or a voice input function.
  • the screen input information and / or the voice input information is input to the input device 13 as childcare record information described later.
  • the output device 14 is, for example, a display, a touch panel, and / or a speaker, and has a screen output function and / or an audio output function.
  • the communication module 15 has a wireless communication function or a wired communication function for connecting the information input / output terminal 10 and the information providing server 20 to each other via the communication network 30.
  • the information providing server 20 includes a processor 21, a memory 22, a communication module 23, and a storage device 24.
  • the processor 21 activates a computer program stored in the memory 22 to control the operation of the communication module 23, the writing of information to the storage device 24, and the reading of information from the storage device 24, and will be described later. It functions as an information acquisition processing unit 211, a detection processing unit 212, and an information generation processing unit 213.
  • the communication module 23 has a wireless communication function or a wired communication function for connecting the information providing server 20 and the information input / output terminal 10 to each other via the communication network 30.
  • the processor 21 writes acquired user childcare record information, which will be described later, into the storage device 24, and reads out the written user childcare record information from the storage device 24.
  • the information providing system 1 including the information providing server 20 and the information input / output terminal 10, a user who is a child care worker inputs childcare record information to be described later via the input device 13 of the information input / output terminal 10.
  • the input childcare record information is acquired by the processor 11 of the information input / output terminal 10 and then communicated via the communication module 15 of the information input / output terminal 10, the communication network 30, and the communication module 23 of the information providing server 20.
  • the processor 21 of the information providing server 20 writes the child-care record information of a specific user acquired from the information input / output terminal 10 to the storage device 24, and among the child-care record information of a plurality of users already written in the storage device 24.
  • the childcare record information of some or all users is read from the storage device 24.
  • the processor 21 of the information providing server 20 compares the child-care record information of a specific user acquired from the information input / output terminal 10 with the child-care record information of some or all users read from the storage device 24.
  • the childcare burden caused to the specific user is detected by comparing the business information (described later).
  • the processor 21 of the information providing server 20 determines the specific user's childcare record information acquired from the information input / output terminal 10 and the specific childcare burden detected by the specific user. Guidance information to be provided to the user is generated.
  • the guidance information generated by the processor 21 of the information providing server 20 is transmitted to the information input / output terminal via communication via the communication module 23 of the information providing server 20, the communication network 30, and the communication module 15 of the information input / output terminal 10.
  • the processor 11 of the information input / output terminal 10 controls the output device 14 to cause the output device 14 to output the obtained guidance information.
  • the specific user who has input the child-care record information through the input device 13 of the information input / output terminal 10 can obtain the guidance information output to the output device 14.
  • FIG. 2 is a diagram illustrating a part of childcare record information 50 of a specific user acquired from the information input / output terminal 10 by the processor 21 of the information providing server 20.
  • the child-care record information 50 includes, for example, information indicating the occurrence of a state in which the child is crying at night, information indicating the occurrence of a state in which the child is sleeping, Contains information representing the occurrence of a lactating condition.
  • the child-care record information 50 further includes information on the start time and end time of occurrence of these various states. Based on the childcare record information 50, information on the occurrence time of the child's night crying, information on the occurrence time of the longest lasting sleep state of the child, and information on the occurrence interval of breast feeding to the child can be acquired.
  • the specific user is referred to as user X.
  • one day from April 1st, 08:00 to April 2nd, 08:00 is defined as a predetermined period. Is managed.
  • the daily childcare record information includes state information relating to the state of the child managed in the B column of the childcare record information 50 shown in FIG. 2, and the child state managed in the C column and the D column and managed in the B column. And time information related to the time when the error occurred.
  • state information relating to the state of the child managed in the B column of the childcare record information 50 shown in FIG. 2, and the child state managed in the C column and the D column and managed in the B column.
  • time information related to the time when the error occurred.
  • the occurrence probability of the state where the child is crying at night within the predetermined period the occurrence of the state where the child is sleeping most long in the predetermined period
  • Three types of history information such as the time frequency distribution and the occurrence interval of the state in which the child is breastfeeding within a predetermined period, can be acquired.
  • the start time of the night crying that is, the occurrence time of the night crying is managed
  • the D column of the same row contains The end time of night crying is managed.
  • the user X who raises a child starts crying in the time zone from 18:00 to 08:00 on the following day corresponding to the nighttime zone described later, the user X sends the child via the input device 13 of the information input / output terminal 10. State information regarding the occurrence of night crying and time information regarding the time (starting time) when night crying occurred.
  • the user X inputs state information regarding the end of night crying and time information regarding the end time.
  • the childcare record information including the state information and time information is acquired by the processor 21 of the information providing server 20 as described above.
  • the processor 11 of the information input / output terminal 10 relates to the occurrence of the child's night crying by the user X.
  • the time information may be generated by detecting the time when the state information and / or the state information related to the completion is input.
  • the column C of the childcare record information 50 shown in FIG. 2 includes 1 from 08:00 on April 1 to 08:00 on April 2.
  • the time information of four times of 20:15, 02:40, 04:20 and 05:45 is managed as the night crying occurrence time of the child raised by the user X in the day.
  • the child sleep state start time that is, the sleep time is managed in the column C of the row in which the child sleep state is managed in the column B of the child-care record information 50 shown in FIG.
  • the user's sleep state is displayed via the input device 13 of the information input / output terminal 10 and the child's sleep time. Enter time information about.
  • the childcare record information including the status information and time information is acquired by the processor 21 of the information providing server 20 as described above.
  • the processor 11 of the information input / output terminal 10 sets the time when the state information regarding the start of the child's sleep state is input by the user X.
  • Time information may be generated by detection.
  • the column C of the childcare record information 50 shown in FIG. 2 includes 1 from 08:00 on April 1 to 08:00 on April 2.
  • Six times of time information of 10:25, 14:55, 18:05, 20:35, 02:50, and 04:40 are managed as the sleep time of the child raised by the user X in the day. In any one of these six sleep times, the sleep state of the user X's child lasts the longest, but in order to determine the sleep time, information on the child's awakening time is required. .
  • the awakening time from the sleep state of the child is managed.
  • state information relating to the end of the sleep state of the child via the input device 13 of the information input / output terminal 10, state information relating to the end of the sleep state of the child, Time information related to the end time of the sleep state, that is, the awakening time of the child is input.
  • the childcare record information including the status information and time information is acquired by the processor 21 of the information providing server 20 as described above.
  • the processor 11 of the information input / output terminal 10 sets the time when the state information regarding the end of the child's sleep state is input by the user X.
  • Time information may be generated by detection.
  • the column D of the child care record information 50 shown in FIG. 2 includes 1 from 08:00 on April 1 to 08:00 on April 2.
  • Six times of time information of 11:45, 16:10, 20:15, 02:40, 04:20, and 05:45 are managed as the awakening time of the child raised by the user X in the day.
  • the child's sleep lasting the longest in one day from April 1st 08:00 to April 2nd 08:00 The state occurrence time (start time) can be determined to be 20:35.
  • the feeding time (feeding start time) is managed, and in column D of the same row, breast feeding is performed.
  • the end time of is managed.
  • the user X who raises a child, when breast feeding to the child occurs, via the input device 13 of the information input / output terminal 10, status information regarding the occurrence of breast feeding to the child, the time when breast feeding occurred, That is, time information related to breast feeding time is input.
  • the user X inputs status information regarding the end of breastfeeding and time information regarding the end time when breastfeeding to the child is terminated.
  • the childcare record information including the state information and time information is acquired by the processor 21 of the information providing server 20 as described above.
  • the processor 11 of the information input / output terminal 10 causes the baby feeding to the child by the user X.
  • the time information may be generated by detecting the time when the state information related to the situation and / or the status information related to the completion is input.
  • the column C of the childcare record information 50 shown in FIG. 2 includes 1 from 08:00 on April 1 to 08:00 on April 2. Seven times of time information such as 08:05, 09:20, 14:30, 16:15, 18:00, 02:45, and 07:55 are managed as feeding times for the child raised by the user X during the day. Has been.
  • FIG. 3 is a diagram illustrating the occurrence probability of a child's night crying within a predetermined postnatal period.
  • FIG. 3 (a) shows at which time the child nurtured by the user X occurred at night when the child cryed out of the total of 28 days from 5 weeks to 8 weeks after the birth. The results of counting are shown as an example.
  • the line graph 61 is the information for comparison based on the childcare record information of the some user who raises the child from the 2nd week to the 4th week after birth, and corresponds to the night zone of one day. It illustrates how the average value of the occurrence probability of a child's night cry changes with the passage of time in the time zone from 0:00 to 08:00 on the next day.
  • line graphs 62, 63, 64, 65 and 66 respectively show children from 5 to 8 weeks of age, children from 9 to 12 weeks of age, children from 13 to 16 weeks of age, and children of 17 years of age.
  • the change according to the time passage of the average value of the occurrence probability of the night crying of the child from the week to the 20th week and the child from the 21st week to the 24th week is illustrated. Note that the time zone from 18:00 to 08:00 the next day does not necessarily correspond to the night zone, and other time zones may correspond to the night zone.
  • the probability of occurrence of night crying of the child in the 2 hours is (12 / 28) ⁇ 100 ⁇ 43%.
  • Child's crying at night for 2 hours from 22:00 to 24:00 calculated based on childcare record information of a plurality of users who raise children from 5 to 8 weeks of age already written in the storage device 24 Assume that the average value of the occurrence probability is 38% (see the line graph 62 in FIG. 3B).
  • ⁇ 100 13% higher than the average value, “( ⁇ 13%) ”.
  • FIG. 3A shows that the number of night crying occurrences in 2 hours from 00:00 to 02:00 is 10 days, the child's night crying occurrence probability in 2 hours is 36%, and in that 2 hours It shows that the average value of the probability of night crying for children from 5 to 8 weeks of age is 30% (see the line graph 62 in FIG. 3B). In addition, the difference between the average value and the probability of night crying of the user X of the user X in the two hours is 6% higher than the average value.
  • FIG. 3 (a) shows that the number of days of night crying during the 2 hours from 02:00 to 04:00 is 11 days, the probability of the night crying of the child during the 2 hours is 39%, from the 5th week after the birth of the 2 hours It shows that the average value of the probability of night crying for children up to 8 weeks is 32% (see the line graph 62 in FIG. 3B). Further, the difference between the average value of the occurrence probability of the night cry of the child of the user X in the two hours and 7% is 22% higher than the average value.
  • FIG. 3 (a) shows that the number of days of night crying during the 2 hours from 04:00 to 06:00 is 12 days, the probability of the child crying during the 2 hours is 43%, and from the 5th week after the birth for 2 hours. It shows that the average value of the probability of night crying for children up to 8 weeks is 35% (see the line graph 62 in FIG. 3B). Further, the difference between the average value and the probability of the night crying of the user X of the user X during the two hours is 8% higher than the average value.
  • FIG. 3 (a) shows that the number of days of night crying during 2 hours from 06:00 to 08:00 is 13 days, the probability of occurrence of night crying of the child at 2 hours is 46%, and from the 5th week of birth at that 2 hours It shows that the average value of the probability of night crying of children up to 8 weeks is 37% (see the line graph 62 in FIG. 3B). Also, the 9% difference between the probability of night crying of the user X's child during the two hours and the average value thereof is 24% higher than the average value. In particular, in the time from 00:00 to 08:00, the probability of night crying of the child of the user X who has passed 8 weeks is more than the average value of the probability of night crying of the child from 5 weeks to 8 weeks after birth.
  • the value is higher by 20% or more.
  • History information regarding the occurrence probability of night crying of the child of the user X within the total period of 28 days from the fifth week to the eighth week, and historical information regarding the occurrence probability of the child crying of another user from the fifth week to the eighth week after the birth The explanation of the childcare burden detected based on the comparison with the comparison information based on the information and the guidance information to the user X generated according to the detected childcare burden will be described later.
  • FIG. 4 is a diagram illustrating the frequency distribution of the occurrence time of the sleep state of the child lasting the longest in a predetermined postnatal period.
  • FIG. 4 (a) shows that when a child raised by user X has passed 16 weeks of age, the longest lasting sleep state of the child from the 13th to 16th week of birth is 1 day. The result etc. which counted what time it generate
  • the line graph 71 is the information for comparison based on the childcare record information of the some user who raises the child from the 2nd week to the 4th week, and the child lasted the longest in one day It exemplifies how the average value of the occurrence frequency at the time when the sleep state occurs is distributed.
  • line graphs 72, 73, 74, 75 and 76 are respectively shown for children 5 to 8 weeks old, children 9 to 12 weeks old, children 13 to 16 weeks old and 17 children 17 years old.
  • the distribution of the average value of the occurrence frequency of the time when the longest lasting sleep state occurred for the child from the week to the 20th week and the child from the 21st week to the 24th week is illustrated.
  • the deviation D4a from the value 0.1% is
  • 0.1.
  • the number of days in which the longest sleep of the child of the user X occurred in 2 hours from 10:00 to 12:00 in one day is one day in 28 days. Therefore, the occurrence frequency of the longest sleep of the child in the two hours is calculated as (1/28) ⁇ 100 ⁇ 3.6%.
  • the longest of the children in 2 hours from 10:00 to 12:00 calculated based on the child-care record information of a plurality of users who are raising children from the 13th to 16th weeks of age already written in the storage device 24
  • the average value of the occurrence frequency of sleep is 1.9% (see the line graph 74 in FIG. 4B).
  • FIG. 4 (a) shows that the occurrence of the longest sleep of the child in 2 hours from 12:00 to 14:00 is 2 days, and the occurrence frequency of the longest sleep of the child in 2 hours is 7.1. It shows that the average value of the frequency of the longest sleep of the child from the 13th to 16th week after birth in 2 hours is 1.8% (see the line graph 74 in FIG. 4B).
  • the occurrence frequency of the longest sleep of the child of the user X who passed 16 weeks after birth for 2 hours from 12:00 to 14:00 7.1%, and the occurrence frequency of the longest sleep of the child from 13 weeks to 16 weeks after birth The deviation D4c from the average value of 1.8% is
  • 5.3.
  • FIG. 4 (a) shows that the number of occurrences of the longest sleep of the child in 2 hours from 14:00 to 16:00 is 2 days, the frequency of occurrence of the longest sleep of the child in 2 hours is 7.1%, 2 It shows that the average value of the occurrence frequency of the longest sleep of the child from the 13th to 16th week in the time is 3.0% (see the line graph 74 in FIG. 4B). Occurrence frequency of the longest sleep of the child of the user X who passed 16 weeks after birth for 2 hours from 14:00 to 16:00 7.1%, and the occurrence frequency of the longest sleep of the child from 13 weeks to 16 weeks after birth The deviation D4d from the average value of 3.0% is
  • 4.1.
  • FIG. 4 (a) shows that the number of occurrences of the longest sleep of the child in 2 hours from 16:00 to 18:00 is 2 days, the frequency of occurrence of the longest sleep of the child in the 2 hours is 7.1%, 2 It shows that the average value of the occurrence frequency of the longest sleep of the child from the 13th week to the 16th week in the time is 3.1% (see the line graph 74 in FIG. 4B).
  • the occurrence frequency of the longest sleep of the child of the user X who passed 16 weeks after birth for 2 hours from 16:00 to 18:00 7.1%, and the occurrence frequency of the longest sleep of the child from 13 weeks to 16 weeks after birth The deviation D4e from the average value of 3.1% is
  • 4.0.
  • FIG. 4 (a) shows that the number of days of occurrence of the longest sleep of the child in 2 hours from 18:00 to 20:00 is 4 days, the frequency of occurrence of the longest sleep of the child in the 2 hours is 14.3%, 2 It shows that the average value of the occurrence frequency of the longest sleep of the child from the 13th to 16th week in the time is 7.6% (see the line graph 74 in FIG. 4B). Occurrence frequency 14.3% of the longest sleep of the child of the user X who passed 16 weeks after birth in 2 hours from 18:00 to 20:00, and the occurrence frequency of the longest sleep of the child from 13 weeks to 16 weeks after birth. The deviation D4f from the average value of 7.6% is
  • 6.7.
  • FIG. 4 (a) shows that the number of occurrences of the longest sleep of the child in 2 hours from 20:00 to 22:00 is 8 days, the occurrence frequency of the longest sleep of the child in 2 hours is 28.6%, 2 It shows that the average value of the occurrence frequency of the longest sleep of the child from the 13th to the 16th week after birth is 50.2% (see the line graph 74 in FIG. 4B).
  • the deviation D4g from the average value of 50.2% is
  • 21.6.
  • FIG. 4 (a) shows that the number of occurrences of the longest sleep of the child in 2 hours from 22:00 to 24:00 is 5 days, the occurrence frequency of the longest sleep of the child in 2 hours is 17.9%, 2 It shows that the average value of the occurrence frequency of the longest sleep of the child from the 13th to 16th week after birth in the time is 19.5% (see the line graph 74 in FIG. 4B).
  • the frequency of occurrence of the longest sleep of the child of the user X who passed 16 weeks after birth for 2 hours from 22:00 to 24:00, and the frequency of occurrence of the longest sleep of the child from 13 weeks to 16 weeks of age The deviation D4h from the average value of 19.5% is
  • 1.6.
  • FIG. 4 (a) shows that the generation period of the longest sleep of the child in 2 hours from 00:00 to 02:00 is 3 days, the occurrence frequency of the longest sleep of the child in the 2 hours is 10.7%, 2 It shows that the average value of the occurrence frequency of the longest sleep of the child from the 13th to 16th week in the time is 10.2% (see the line graph 74 in FIG. 4B). Occurrence frequency of the longest sleep of the child of the user X who passed 16 weeks after birth from 00:00 to 02:00 10.7% and the occurrence frequency of the longest sleep of the child from 13 weeks to 16 weeks after birth The deviation D4i from the average value of 10.2% is
  • 0.5.
  • FIG. 4 (a) shows that the occurrence of the longest sleep of the child in 2 hours from 02:00 to 04:00 is 1 day, the occurrence frequency of the longest sleep of the child in 2 hours is 3.6%, 2 It shows that the average value of the occurrence frequency of the longest sleep of the child from the 13th to 16th week in the time is 2.1% (see the line graph 74 in FIG. 4B). Occurrence frequency of the longest sleep of the child of the user X who passed 16 weeks after birth for 2 hours from 02:00 to 04:00 3.6%, and the occurrence frequency of the longest sleep of the child from 13 weeks to 16 weeks after birth The deviation D4j from the average value of 2.1% is
  • 1.5.
  • FIG. 4 (a) shows that the number of days of occurrence of the longest sleep of the child in 2 hours from 04:00 to 06:00 is 0 days, the frequency of occurrence of the longest sleep of the child in the 2 hours is 0%, It shows that the average value of the occurrence frequency of the longest sleep of children from the 13th to the 16th week of birth is 0.4% (see the line graph 74 in FIG. 4B). Occurrence frequency 0% of the longest sleep of the child of the user X who passed 16 weeks of age in 2 hours from 04:00 to 06:00, and the average occurrence frequency of the longest sleep of the child from 13 weeks to 16 weeks of age The deviation D4k from the value 0.4% is
  • 0.4.
  • FIG. 4 (a) shows that the occurrence of the longest sleep of the child in 2 hours from 06:00 to 08:00 is 0 days, the occurrence frequency of the longest sleep of the child in 2 hours is 0%, and in that 2 hours It shows that the average value of the occurrence frequency of the longest sleep of children from the 13th to the 16th week of birth is 0.1% (see the line graph 74 in FIG. 4B).
  • the deviation D4l from the value 0.1% is
  • 0.1.
  • the frequency distribution of the longest sleep occurrence time of the child of the user X who has passed 16 weeks of birth is expressed by the following formula (1) with respect to the average value distribution of the occurrence frequency of the longest sleep occurrence time of the child from 13 weeks to 16 weeks of age:
  • the variance V44 calculated by According to equation (1), the value of the variance V44 is 580.48.
  • V44 D4a 2 + D4b 2 + D4c 2 + D4d 2 + D4e 2 + D4f 2 + D4g 2 + D4h 2 + D4i 2 + D4j 2 + D4k 2 ⁇ (1)
  • the distribution V44 of the frequency distribution of the longest sleep occurrence time of the child of the user X who has passed 16 weeks of age with respect to the line graph 74 of FIG. 4B is calculated by the equation (1).
  • V45 and V46 can be calculated respectively.
  • the frequency distribution of the longest sleep occurrence time of the child of the user X is the longest sleep occurrence of the other children. You can see whether it is moving forward or behind compared to the time frequency distribution.
  • Deviations D2a, D2b, D2c, and D2d from the average values of the occurrence frequency of longest sleep of children up to 0.1%, 4.1%, 7.4%, and 7.2% are 0.1, 0.5, 0.3, and 0.1.
  • the above 16 weeks after birth in 2 hours from 16:00 to 18:00, from 18:00 to 20:00, from 20:00 to 22:00, and from 22:00 to 24:00
  • the occurrence frequency of the longest sleep of the child of the user X who has passed is 7.1%, 14.3%, 28.6%, and 17.9%, and from the fifth week after birth shown by the line graph 72 in FIG.
  • Deviations D2e, D2f, D2g, and D2h from the mean 7.6%, 13.4%, 29.8%, and 17.4% of the frequency of occurrence of the longest sleep up to 8 weeks are 0. 5, 0.9, 1.2, and 0.5.
  • the above-mentioned 16 weeks after birth in 2 hours from 00:00 to 02:00, from 02:00 to 04:00, from 04:00 to 06:00, and from 06:00 to 08:00
  • the frequency of occurrence of the longest sleep of the child of user X who has passed is 10.7%, 3.6%, 0%, and 0%, and from the 5th to 8th week of birth shown by the line graph 72 in FIG.
  • Deviations D2i, D2j, D2k, and D2l from the mean 10.1%, 2.6%, 0.2%, and 0.1% of the occurrence frequency of the longest sleep in the children are 0.6, 1. 0, 0.2, and 0.1.
  • the frequency distribution of the longest sleep occurrence time of the child of the user X who has passed 16 weeks of birth is expressed by the following formula (2) with respect to the average value distribution of the occurrence frequency of the longest sleep occurrence time of the child from 5 weeks to 8 weeks after birth:
  • the variance V42 calculated by According to equation (2), the value of variance V42 is 4.52.
  • V42 D2a 2 + D2b 2 + D2c 2 + D2d 2 + D2e 2 + D2f 2 + D2g 2 + D2h 2 + D2i 2 + D2j 2 + D2k 2 (2)
  • the variance indicating the minimum value among these six variance values is determined to be the variance V42.
  • the frequency distribution of the longest sleep occurrence time of the child of the user X who has passed 16 weeks of age is most similar to the average value distribution of the occurrence frequency of the longest sleep occurrence time of the child from 5 weeks to 8 weeks of age. Therefore, it can be determined that the delay is about eight weeks.
  • History information on the frequency distribution of the longest sleep occurrence time of the child of the user X in the total period of 28 days from the 13th week to the 16th week, and the longest sleep occurrence time of the child of the other user from the 13th week to the 16th week after the birth The explanation about the childcare burden detected based on the comparison with the comparison information based on the history information about the frequency distribution, and the explanation about the guidance information to the user X generated according to the detected childcare burden, It will be described later.
  • FIG. 5 is a diagram illustrating a breast feeding interval to a child within a predetermined postnatal period.
  • FIG. 5 (a) shows that 12 weeks have passed since user X was trained in the time zone from 08:00 to 20:00 on April 1 and in the time zone from 08:00 to 20:00 on April 2. Illustrates breastfeeding intervals for later children.
  • the breast feeding interval in the time zone from 08:00 to 20:00 on April 1 is 5 in the above-mentioned time zone among the seven feeding times managed in the column C of the child care record information 50 shown in FIG.
  • FIG. 5 (a) shows the values of four feeding intervals such as 1.3 hours, 5.2 hours, 1.8 hours, and 1.8 hours calculated based on the time of feeding. Has been.
  • the breast feeding intervals in the time period from 08:00 to 20:00 on April 2 were calculated in the same manner, and the values of the breast feeding intervals for three times such as 3.3 hours, 6.0 hours, and 1.9 hours are shown in FIG. It is shown in (a).
  • the child care record information including the breast feeding times to the children of a plurality of users other than the user X is written in the storage device 24 of the information providing server 20, as shown in FIG.
  • Statistical values such as the average of breastfeeding intervals for children for each postnatal period, 10 percent tile, and 90 percentile can be calculated as comparison information. By comparing these statistical values with the breast feeding interval of the user X to the child, the degree of variation in the breast feeding interval of the user X to the child can be evaluated.
  • the average breastfeeding interval for children from 2 weeks to 4 weeks of age, 10 percent tile, and 90 percentile The values are 2.1 hours, 1.7 hours, and 2.5 hours, respectively.
  • the average breastfeeding interval for children between 5 and 8 weeks of age is 10 percent tile and 90 percentile values of 2.6 hours, 2.0 hours, and 3.2 hours, respectively.
  • the average breastfeeding interval for children from 9 to 12 weeks of age, the values for the 10 percent tile and 90 percentile are 3.2 hours, 2.3 hours, and 4.1 hours, respectively.
  • the average breastfeeding interval for children from 13 to 16 weeks of age is 3.9 hours, 2.6 hours, and 5.2 hours, respectively.
  • the average breastfeeding interval for children from 17 to 20 weeks of age is 4.7, 3.0, and 6.4 hours, respectively.
  • the average breastfeeding interval for children from 21 to 24 weeks of age is 5.3, 3.5, and 7.1 hours for the 10 percent tile and 90 percentile values, respectively.
  • the value of the breast feeding interval to the child of the user X who has passed 12 weeks of age is acquired four times. Any of these four breastfeeding interval values is less than the 10 percent tile value of the breastfeeding interval for children from 9 to 12 weeks of age shown in FIG. 5 (b), or the 90th percentile value. It exceeds.
  • the range below the 10 percent tile value and the range above the 90th percentile value will be referred to as a specific range. For example, when the value of the acquired breastfeeding interval is included in the specific range twice consecutively, or when it is included in the specific range three times regardless of continuous / discontinuous between 08:00 and 24 hours, It is determined that there is a variation in the feeding interval.
  • the value of the feeding interval to the child of the user X who has passed 12 weeks of age is included in the specific range twice consecutively, and 08: Since it is included in the specific range three times regardless of continuous / non-continuous from 00 to 24 hours, it is determined that there is a variation in the feeding interval.
  • the value of the breast feeding interval for the child of user X who has passed 12 weeks of age is acquired three times.
  • the value of 6.0 hours acquired for the second time and the value of 1.9 hours acquired for the third time are shown in FIG. Less than the 10 percent tile value of the breastfeeding interval for children from 9 to 12 weeks of age or greater than the 90 percentile value. Therefore, in the time period from 08:00 to 20:00 on April 2, the value of the feeding interval to the child of the user X who has passed 12 weeks of age is included in the specific range twice consecutively. It is determined that there is variation.
  • History information regarding the occurrence interval of breastfeeding to the child of the user X within the total period of 28 days from the 9th week to the 12th week, and history relating to the occurrence interval of the breastfeeding to the child of the other user from the 9th week to the 12th week after the birth The explanation about the childcare burden detected based on the comparison with the information for comparison based on the information and the guidance information to the user X generated according to the detected childcare burden will be described later.
  • zone may be used not only in the value of the breast feeding interval in the time slot
  • FIG. 6 is a diagram exemplifying guidance information output processing performed in accordance with the detection result of the childcare burden caused to the user.
  • the processor 21 of the information providing server 20 provides childcare record information of a specific user acquired from the information input / output terminal 10 and childcare of some or all users read from the storage device 24 of the information providing server 20. By comparing the information for comparison based on the recorded information, the childcare burden caused to the specific user is detected.
  • the processor 21 of the information providing server 20 has a probability of night crying of a child of a user X who has passed 8 weeks of birth at a time from 00:00 to 08:00, When it is detected that the transition from the average value of the probability of night crying of the child from week 8 to week 8 is 20% or more, it is determined that the childcare burden caused to the user is level 3.
  • the processor 21 of the information providing server 20 has a probability of night crying of the child of the user X who has passed 8 weeks of age 10% or more higher than the average value of the probability of night crying of the child from the 5th to 8th week of birth, And when it detects that it is changing with the value of less than 20%, it determines with the childcare burden which arises in a user being Level 2.
  • the processor 21 of the information providing server 20 has a probability that the night cry of the child of the user X who has passed 8 weeks of age is 5% or more higher than the average probability of the night cry of the child from the 5th week to the 8th week, In addition, when it is detected that the transition is less than 10%, the childcare burden generated on the user is determined as level 1.
  • the childcare burden caused to the user is set to level 3. Is determined.
  • the childcare burden that occurs to the user is determined to be level 2 To do.
  • the childcare burden that occurs to the user is determined as level 1 To do.
  • the processor 21 of the information providing server 20 is in a range in which the value of the occurrence interval of breast feeding to the child of the user X who has passed 12 weeks of age is less than the value of the 10 percent tile and the value of the 90th percentile.
  • the childcare burden caused to the user is determined as level 3.
  • the processor 21 of the information providing server 20 determines that the value of the breast feeding interval for the child of the user X who has passed 12 weeks of age is included in the above-mentioned specific range three times continuously, or from 08:00 to 24 hours If the child is included four times regardless of whether it is continuous or non-continuous, the childcare burden caused to the user is determined as level 2.
  • the processor 21 of the information providing server 20 determines that the value of the breast feeding interval for the child of the user X who has passed 12 weeks of age is included in the above-mentioned specific range twice, or from 08:00 to 24 hours. If the child is included three times regardless of whether it is continuous or discontinuous, the childcare burden caused to the user is determined as level 1.
  • the processor 21 of the information providing server 20 detects the childcare burden caused to the user, if it is determined that the childcare burden level is the highest level 3, the user has a large childcare burden. Because there is a possibility, guide information is created so that a contact screen of a medical institution or the like can be displayed, and guidance information that guides an answer to a user questionnaire for the purpose of determining the user's health status create.
  • the output device 14 of the information input / output terminal 10 performs screen display and / or voice guidance based on the created guidance information.
  • the processor 21 of the information providing server 20 detects the childcare burden caused to the user, if it is determined that the childcare burden level is level 2 after level 3, the childcare burden is generated on the user. As well as creating guidance information that introduces websites and application tools that are useful for self-diagnosis of childcare burden, create guidance information so that you can display the contact information of medical institutions, etc. .
  • the output device 14 of the information input / output terminal 10 performs screen display and / or voice guidance based on the created guidance information.
  • the processor 21 of the information providing server 20 detects the childcare burden caused to the user, if it is determined that the childcare burden level is equal to or lower than level 1, which is lower than level 2, Create guidance information that introduces websites and application tools that can help with mitigation and self-diagnosis.
  • the output device 14 of the information input / output terminal 10 performs screen display and / or voice guidance based on the created guidance information.
  • FIG. 7 is a diagram illustrating guidance information output by screen display.
  • the processor 21 of the information providing server 20 determines that the occurrence probability of the night cry of the child of the user X who has passed 8 weeks of age in the time from 00:00 to 08:00 illustrated in FIG. It is detected that the child's night cry from the week 8 to the week 8 is moving at a value that is 20% or more higher than the average value of the probability of night crying, and the childcare burden caused to the user X is determined as level 3.
  • messages 141 and 142 which are part of the guide information created by the processor 21 of the information providing server 20 are displayed on the screen 140 of the output device 14 of the information input / output terminal 10 as shown in FIG. a) shows.
  • the message 141 indicates that the probability of night crying is 20% or more higher than the average of 5-8 weeks after birth at the time of 00: 00-08: 00. Is described as “This may have occurred.”, Which corresponds to level 3 childcare burden detection.
  • the message 142 describes “Next”.
  • FIG. 7A when the user X touches the message 142 displayed on the screen 140 of the output device 14 of the information input / output terminal 10, the display content is switched to the screen 140 shown in FIG. 7B.
  • FIG. 7B shows an example in which messages 143, 144, and 145 that are part of the guidance information created by the processor 21 of the information providing server 20 are displayed on the screen 140 of the output device 14 of the information input / output terminal 10. Is shown.
  • the processing content corresponding to the childcare burden level 3 shown in FIG. 6 is executed.
  • the message 143 says, “Let us tell your spouse and family about the fact that there is a high probability of crying at night and ask for help.
  • the messages 143 and 144 are both displayed to guide the answer to the user questionnaire for the purpose of determining the health state of the user X.
  • the user X touches the message 145 described as “contact information such as medical institution” displayed on the screen 140, a specific contact information such as medical institution is displayed.
  • FIG. 8 is a diagram illustrating guidance information output by screen display.
  • the processor 21 of the information providing server 20 shows that the frequency distribution of the longest sleep occurrence time of the child of the user X who has passed 16 weeks of age is 8 weeks in 24 hours from 08:00 to 08:00 the next day illustrated in FIG. It is detected that it is delayed to some extent based on the comparison information, and the childcare burden caused to the user X is determined as level 2.
  • messages 141 and 142 which are part of the guide information created by the processor 21 of the information providing server 20 are displayed on the screen 140 of the output device 14 of the information input / output terminal 10 as shown in FIG. a) shows.
  • the message 141 states, “The frequency distribution of the longest sleep time occurrence time shows a delay of about 8 weeks. There may be a childcare burden on you.” The description corresponds to level 2 childcare burden detection.
  • the message 142 describes “Next”.
  • FIG. 8A when the user X touches the message 142 displayed on the screen 140 of the output device 14 of the information input / output terminal 10, the display content is switched to the screen 140 shown in FIG. 8B.
  • FIG. 8B shows an example in which messages 143, 145, and 146, which are part of guidance information created by the processor 21 of the information providing server 20, are displayed on the screen 140 of the output device 14 of the information input / output terminal 10. Is shown.
  • the processing content corresponding to the childcare burden level 2 shown in FIG. 6 is executed.
  • the message 143 states, “The frequency distribution of the longest sleep time is only lagging and it is steadily stabilizing.
  • the baby's biological clock is growing smoothly, so don't rush.”
  • the purpose of this is to relieve the burden of childcare on the user X.
  • the user X touches the message 145 described as “contact information such as medical institution” displayed on the screen 140, a specific contact information such as medical institution is displayed.
  • the user X touches the message 146 that is displayed on the screen 140 with “Introduction of childcare burden check site / tool”, a screen that introduces specific websites and application tools useful for self-diagnosis of the childcare burden is displayed. Is done.
  • FIG. 9 is a diagram illustrating guidance information output by screen display.
  • the processor 21 of the information providing server 20 generates a breastfeeding to the child of the user X who has passed 12 weeks of age in the 24 hours from 08:00 on April 2 to 08:00 on April 3 illustrated in FIG. Based on the information for comparison, it is detected that the interval value was included twice in a specific range that is lower than the value of the 10 percent tile and higher than the value of the 90th percentile.
  • the burden is determined as level 1.
  • messages 141 and 142 that are part of the guide information created by the processor 21 of the information providing server 20 are displayed on the screen 140 of the output device 14 of the information input / output terminal 10 as shown in FIG. a) shows.
  • the message 141 states that “the breastfeeding interval is different from the average of 3.2 hours in 9-12 weeks after birth.”
  • the message 142 describes “Next”.
  • FIG. 9A when the user X touches the message 142 displayed on the screen 140 of the output device 14 of the information input / output terminal 10, the display content is switched to the screen 140 shown in FIG. 9B.
  • FIG. 9B shows an example in which messages 143, 146, and 147 that are part of the guide information created by the processor 21 of the information providing server 20 are displayed on the screen 140 of the output device 14 of the information input / output terminal 10. Is shown.
  • the processing content corresponding to the childcare burden level 1 shown in FIG. 6 is executed.
  • the message 143 says, “If you keep the feeding interval constant, the baby's life rhythm will be more stable and it will be effective in reducing or suppressing your childcare burden. Would you like to use a nursing timer?” And “Yes” and “No” selection buttons are also displayed.
  • the user X touches the message 146 that is displayed on the screen 140 with “Introduction of childcare burden check site / tool”, a screen that introduces specific websites and application tools useful for self-diagnosis of the childcare burden is displayed. Is done.
  • the message 147 that is displayed on the screen 140 and described as “introduction of childcare burden / deterrence site / tool”, a specific website or application tool useful for reducing / deterring the childcare burden is introduced. A screen is displayed.
  • the guidance information including information on the question about the health state of the user X is displayed as information. It is created by the processor 21 of the providing server 20 and displayed on the screen 140.
  • the processor 21 of the information providing server 20 detects the health state of the user X in detail based on the result of analyzing the answer, and generates notification information regarding the health state of the user X according to the detection result.
  • FIG. 10 is a diagram exemplifying guidance information on a question regarding the health condition of a specific user X displayed on a screen and notification information output regarding a health condition for the specific user X based on an answer to the question.
  • FIG. 10 shows this.
  • the message 150 displayed under the message “Questionnaire” displayed on the screen 140 is “Question 1: I was able to laugh as an example of a question regarding the health condition of the user X”.
  • the message 148 says, “Your childcare burden seems to be considerable. If you suspect that you have postpartum depression, we recommend that you consult a medical institution at an early stage. Is described.
  • the user X touches the message 145 described as “contact information such as medical institution” displayed on the screen 140, a specific contact information such as medical institution is displayed.
  • the messages 145 and 148 are both displays that may give the user X an opportunity to intervene.
  • the user X touches the message 149 described as “details of questionnaire response analysis result” displayed on the screen 140 the details of the questionnaire response analysis result are displayed.
  • FIG. 11 is a diagram illustrating processing contents executed by a computer program running on the information providing server 20.
  • the processor 21 of the information providing server 20 activates a computer program stored in the memory 22 and executes the processing content shown in FIG. 11, thereby obtaining an information acquisition processing unit 211, a detection processing unit 212, and an information generation processing unit 213. Function as.
  • step S1110 the information acquisition processing unit 211 acquires the child-care record information of the user from the information input / output terminal 10 via the communication module 23.
  • the child-care record information includes time information regarding the time and state information regarding that the user's child at that time is in some state.
  • the state is, for example, a state of crying at night, a state of sleeping, and / or a state of breast feeding.
  • step S1120 the information acquisition processing unit 211 writes and stores the acquired child-care record information in the storage device 24.
  • step S1130 the processor 21 determines whether or not a predetermined period, for example, 24 hours from 08:00 to 08:00 on the next day has elapsed. In the case of negative determination, the process shown in FIG. 11 ends. In the case of an affirmative determination, in step S1140, the detection processing unit 212 determines the occurrence probability of the child's night cry, the child's longest sleep occurrence time, based on the user's childcare record information acquired from the information input / output terminal 10. The history information for the past 24 hours related to the frequency distribution and / or the breast feeding interval to the child is read from the storage device 24 and acquired. At this time, the detection processing unit 212 acquires the history information of other users as comparison information together with the history information of a specific user, and compares the history information.
  • a predetermined period for example, 24 hours from 08:00 to 08:00 on the next day has elapsed. In the case of negative determination, the process shown in FIG. 11 ends. In the case of an affirmative determination, in step S11
  • step S1150 the detection processing unit 212 detects the childcare burden caused to the specific user by comparing the specific user's history information with the comparison information based on the other user's history information.
  • step S ⁇ b> 1160 the information generation processing unit 213 provides guidance to the specific user according to the history information (comparison information) compared by the detection processing unit 212 and the detected childcare burden caused by the specific user. Generate information.
  • the guidance information generated by the information generation processing unit 213 is transmitted to the specific user through the output device 14 of the information input / output terminal 10.
  • step S1170 When the user who knows the guidance information makes an intention to answer the questionnaire regarding his / her own health condition, the condition determination “Is the questionnaire regarding the health condition?” In step S1170 is affirmed by the processor 21, and the user's health Guidance information including information on the question about the state is generated by the information generation processing unit 213 and transmitted to the specific user through the output device 14 of the information input / output terminal 10.
  • the information acquisition processing unit 211 acquires information on the answer. If the user who knows the guidance information does not indicate his / her intention to answer the questionnaire regarding his / her own health condition, the processor 21 rejects the condition determination of “Implement a questionnaire regarding the health condition?” In step S1170. The process shown ends.
  • step S1180 the detection processing unit 212 further detects the health state of the specific user based on the answer acquired by the information acquisition processing unit 211, and relates to the health state of the specific user according to the detection result.
  • the information generation processing unit 213 generates the notification information, the process illustrated in FIG. 11 ends.
  • the computer program running on the information input / output terminal 10 and / or the information providing server 20 described above is used for information input / output through a recording medium 45 such as a CD-ROM or a USB memory, or a data signal flowing through a communication network 30 such as the Internet. It can be provided to the terminal 10 and / or the information providing server 20.
  • FIG. 12 is a diagram showing this state, that is, a diagram illustrating a product supply mode of a computer program running on the information input / output terminal 10 and / or the information providing server 20.
  • the information input / output terminal 10 is, for example, a personal computer 10a, a mobile terminal 10b such as a mobile phone or a tablet computer, and / or a smart speaker 10c.
  • the information input / output terminal 10 and / or the information providing server 20 is provided with a computer program via the recording medium 45. Further, the information input / output terminal 10 and the information providing server 20 have a connection function with the communication network 30 via the communication modules 15 and 23, respectively.
  • the computer program providing server 40 is a server computer that provides the computer program, and stores the program in a recording medium 410 such as a hard disk.
  • the communication network 30 is the Internet, a wireless LAN, a telephone network, a dedicated line, or the like.
  • the computer program providing server 40 reads the program using the recording medium 410 and transmits the computer program to the information input / output terminal 10 and / or the information providing server 20 via the communication network 30. That is, the computer program is loaded on a carrier wave as a data signal and transmitted via the communication network 30.
  • the computer program can be supplied as a computer readable computer program product in various forms such as a recording medium and a data signal (carrier wave).
  • the information providing system 1 including the information providing server 20 and the information input / output terminal 10 in the present embodiment, the following operational effects can be obtained.
  • the information providing server 20 includes an information acquisition processing unit 211 that acquires childcare record information 50 including information indicating childcare records when a plurality of users including the specific user X raise a child, and childcare of the specific user X Information for comparison based on record information 50 and childcare record information of at least some of a plurality of users (average value of occurrence probability of child's night cry, average frequency distribution of child's longest sleep occurrence time, or to child) And the detection processing unit 212 for detecting the childcare burden caused by the specific user X, and the specific user X according to the childcare record information 50 and the childcare burden of the specific user X. And an information generation processing unit 213 that generates guide information to be provided to X. Therefore, it is possible to obtain an effect that the specific user X can be aware of the degree of childcare burden and can suspect postpartum depression when the childcare burden is large.
  • the information input / output terminal 10 is, for example, a personal computer 10a, a mobile terminal 10b such as a mobile phone or a tablet computer, and / or a smart speaker 10c, and the input device 13 and the output device 14 are integrated.
  • the input device 13 and the output device 14 may each be provided as a device that has a communication function and is physically independent of each other.
  • the input device 13 is, for example, a camera, a thermometer, and / or other biological sensors, and the above-described childcare record information based on the collected images, temperature information, and / or other biological information is provided via the communication network 30. It may be acquired by the processor 21 of the server 20.
  • the output device 14 is, for example, a mobile terminal and / or a smart speaker, and outputs the above-described guidance information acquired from the information providing server 20 via the communication network 30 with a screen or sound. In this case, it is possible for the user to reduce the trouble of inputting the child-care record information via the input device 13.
  • the biological information described above is information relating to heartbeat, body temperature, respiration, blood oxygen concentration, sweating, body movement, sleep phase, and the like.
  • the child-care record information 50 acquired from the information input / output terminal 10 by the processor 21 of the information providing server 20 is a state representing a state where the child is crying at night as illustrated in FIG.
  • Information and time information regarding the time when the night crying occurred does not necessarily have to be included in the childcare record information.
  • Childcare record information includes state information regarding the start of a child's sleep state, time information regarding the child's sleep time, state information regarding the end of the child's sleep state, and time information regarding the child's awakening time For example, it may be considered that night crying occurs from the awakening time to the next sleep time in the night zone, and the awakening time may be treated as the night crying occurrence time.
  • the childcare record information includes status information about the occurrence of breastfeeding to the child and time information about the breastfeeding time at which the breastfeeding occurred, for example, when a child breastfeeds during the night, It is also possible to treat the feeding time as the occurrence time of night crying, assuming that it has occurred.
  • the childcare record information includes excretion information related to the excretion of the child and time information related to the time when the excretion occurred or the time when the child's diaper was changed, for example, when the excretion of the child occurs during the night, It is also possible to treat the time when the excretion occurs or the time when the child's diaper is changed as the time when the night crying occurs. By doing in this way, the effect that the effort which inputs child care record information via the input device 13 can be reduced can be acquired for a user.
  • the specific medical institution contact information is “medical institution contact information” displayed on the screen 140 of the output device 14 of the information input / output terminal 10 illustrated in FIG. It is displayed when a message 145 with “
  • a specific contact information such as a medical institution may be displayed on the screen 140 illustrated in FIG. 7A or 7B.
  • a specific contact information such as a medical institution may be displayed on the screen 140 by push notification without waiting for the output timing of the guidance information as illustrated in FIG.
  • message notification from a specific medical institution, e-mail transmission, telephone contact, and the like may be performed.
  • the output of the guidance information and / or notification information in the output device 14 of the information input / output terminal 10 is not limited to the mode illustrated in FIGS. 7, 8, and 9.
  • the information providing server 20 acquires and stores the child-care record information of the specific user X and other users, and the past 24 hours based on the child-care record information.
  • the minute history information is read out for comparison with each other.
  • an information processing server 25 may be provided separately from the information providing server 20 as a component of the information providing system 1.
  • the process of acquiring and storing the childcare record information of the specific user X and the process of reading out the history information for the past 24 hours based on the childcare record information and generating the comparison information are not information processing server 20 but information processing. Performed by the server 25.
  • the information providing server 20 performs a process of acquiring and storing childcare record information of a specific user X and a process of reading history information for the past 24 hours based on the childcare record information.
  • the information providing server 20 compares the history information of the specific user X with the comparison information generated by the information processing server 25, and detects the childcare burden caused to the specific user X.
  • FIG. 13 is a diagram showing the information providing system 1 in the fifth modification. 13A
  • the information providing system 1 includes an information providing server 20, an information processing server 25, and information input / output terminals 10a and 10b.
  • the information providing server 20, the information processing server 25, the information input / output terminal 10a, and 10b are connected to each other via a communication network 30.
  • the configuration of the information providing server 20 illustrated in FIG. 13A may be the same as that illustrated in FIG. 1C, but the functions of the information acquisition processing unit 211, the detection processing unit 212, and the information generation processing unit 213 of the information providing server 20 are illustrated. The difference is that some are not done.
  • the information processing server 25 includes a processor 26, a memory 27, a communication module 28, and a storage device 29.
  • the processor 26 activates the computer program stored in the memory 27 to control the operation of the communication module 28, the writing of information to the storage device 29, and the reading of information from the storage device 29, and the acquisition of information. It functions as a processing unit 261, a detection processing unit 262, and an information generation processing unit 263.
  • the communication module 28 has a wireless communication function or a wired communication function for connecting the information processing server 25, the information input / output terminals 10a and 10b, and the information providing server 20 to each other via the communication network 30.
  • the information acquisition processing unit 261 of the processor 26 acquires child care record information of a plurality of users from the information input / output terminals 10 a and 10 b via the communication module 28 and writes them in the storage device 29.
  • the detection processing unit 262 of the processor 26 reads history information for the past 24 hours, which is composed of the child-care record information of a plurality of users written by the information acquisition processing unit 261, from the storage device 29.
  • the information generation processing unit 263 of the processor 26 generates comparison information based on the history information read by the detection processing unit 262, and compares the information autonomously or as a response to the distribution request from the information providing server 20.
  • the business information is distributed to the information providing server 20 via the communication module 28.
  • the information providing server 20 compares the history information of the specific user X acquired by itself with the comparison information distributed from the information processing server 25, detects the childcare burden caused by the specific user X, and the childcare In accordance with the burden and the information for comparison, guidance information to be provided to the specific user X is generated.
  • the generated guidance information is specified through the information input / output terminal 10a or 10b of the specific user X or the output device 14 of the information input / output terminal (not shown) connected to the information providing server 20 via the communication network 30.
  • the information processing server 25 is provided separately from the information providing server 20 as a component of the information providing system 1, the operator A that operates the information providing server 20, and the operator B that operates the information processing server 25 However, they may be the same company or different companies.

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Medical Treatment And Welfare Office Work (AREA)

Abstract

L'invention concerne un dispositif de fourniture d'informations comprenant : une unité d'acquisition d'informations pour acquérir, à partir d'informations d'enregistrement de soins aux enfants comprenant des informations qui indiquent un enregistrement de soins aux enfants associé à des soins apportés à un enfant par chacun d'une pluralité d'utilisateurs, au moins les informations d'enregistrement de soins aux enfants d'un utilisateur spécifique ; une unité de détection pour détecter une charge de soins aux enfants générée pour l'utilisateur spécifique en comparant des informations d'enregistrement de soins aux enfants de l'utilisateur spécifique à des informations de comparaison sur la base des informations d'enregistrement de soins aux enfants d'au moins une partie d'utilisateurs parmi la pluralité d'utilisateurs ; et une unité de génération d'informations pour générer des informations de guidage devant être fournies à l'utilisateur spécifique d'après la charge de soins aux enfants et aux informations d'enregistrement de soins aux enfants de l'utilisateur spécifique.
PCT/JP2018/021878 2018-06-07 2018-06-07 Dispositif de fourniture d'informations, procédé de fourniture d'informations, et programme informatique WO2019234883A1 (fr)

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JP6937063B1 (ja) * 2020-09-02 2021-09-22 株式会社ファーストアセント 乳幼児起床支援システム
JP6988034B1 (ja) * 2021-04-13 2022-01-05 国立大学法人東海国立大学機構 妊産婦うつ症状の推定システムおよび推定方法、推定モデル生成装置
WO2023032205A1 (fr) * 2021-09-06 2023-03-09 日本電信電話株式会社 Dispositif, procédé et programme de traitement de données
WO2024009477A1 (fr) * 2022-07-07 2024-01-11 日本電信電話株式会社 Dispositif de génération d'explication d'enquête, procédé de génération d'explication d'enquête et programme

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Cited By (6)

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Publication number Priority date Publication date Assignee Title
JP6937063B1 (ja) * 2020-09-02 2021-09-22 株式会社ファーストアセント 乳幼児起床支援システム
WO2022049683A1 (fr) * 2020-09-02 2022-03-10 株式会社ファーストアセント Système d'aide au réveil du nourrisson
JP6988034B1 (ja) * 2021-04-13 2022-01-05 国立大学法人東海国立大学機構 妊産婦うつ症状の推定システムおよび推定方法、推定モデル生成装置
WO2022219702A1 (fr) * 2021-04-13 2022-10-20 国立大学法人東海国立大学機構 Système d'estimation de symptôme de dépression maternelle, procédé d'estimation, et dispositif de génération de modèle d'estimation
WO2023032205A1 (fr) * 2021-09-06 2023-03-09 日本電信電話株式会社 Dispositif, procédé et programme de traitement de données
WO2024009477A1 (fr) * 2022-07-07 2024-01-11 日本電信電話株式会社 Dispositif de génération d'explication d'enquête, procédé de génération d'explication d'enquête et programme

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