JP6251411B2 - Weekday holiday determination device, weekday holiday determination method, and program - Google Patents

Description

  The present invention relates to a weekday holiday determination device, a weekday holiday determination method, and a program for determining whether today is a weekday or a holiday for a user.

  2. Description of the Related Art Conventionally, various apparatuses that provide users with useful information are known. Such an apparatus can provide the user with information that is really necessary for the user if the user knows in advance whether the day is a weekday or a holiday for the user. For example, if you know that today is a weekday, you can provide useful information to the user when you spend time at the company. On the other hand, if you know that today is a holiday, you can enhance your private life. Can be provided to the user.

  Patent Document 1 notifies a user whether or not he / she is working, and when there is a reply indicating that he / she is working, situation estimation for switching the type of situation transition model to be used from weekdays to holidays An apparatus is disclosed.

  Patent Document 2 discloses an information processing system in which a user stays in a work place mesh group for a predetermined time (for example, 4 hours) or more is determined to be a work day, and the other day is determined to be a holiday. Has been.

Japanese Patent Publication “Japanese Unexamined Patent Application Publication No. 2009-182862 (Released on August 13, 2009)” Japanese Patent Publication “Japanese Patent Laid-Open No. 2014-2672 (published on January 19, 2014)”

  The apparatus of Patent Document 1 has a problem that the user feels troublesome in answering a question. On the other hand, the system disclosed in Patent Document 2 has a problem that the determination accuracy is low because the data used for determination of work days or holidays is only the position information of the user.

  The present invention has been made to solve the above problems. The object is to provide a weekday holiday determination device, a weekday holiday determination method, and a program capable of accurately determining whether today is a weekday or a holiday for the user without causing the user to feel bothered. There is.

  In order to solve the above problems, the weekday holiday determination apparatus according to the present invention provides position information indicating the current position of the user, operation information indicating the operation content of the first apparatus by the user, and setting of the second apparatus. A generation unit that generates at least setting information representing content; and a determination unit that determines whether today is a weekday or a holiday for the user based on at least the position information, the operation information, and the setting information. It is characterized by having.

  According to one aspect of the present invention, there is an effect that it is possible to accurately determine whether today is a weekday or a holiday for the user without causing the user to feel bothered.

It is a block diagram which shows the principal part structure of the portable terminal which concerns on Embodiment 1 of this invention. An example of the daily record data showing the user's whole condition of the day in Embodiment 1 of this invention is shown. An example of the record data of each time showing the condition of the user for every fixed time of the day in Embodiment 1 of this invention is shown. It is a flowchart which shows the flow of a series of processes performed when the portable terminal which concerns on Embodiment 1 of this invention outputs the information suitable for a user to a user. It is a figure which shows an example of the value of each information showing the present user's condition produced | generated by the portable terminal which concerns on Embodiment 1 of this invention. An example of the record data of each time showing the condition of the user for every fixed time in Embodiment 2 of the present invention is shown. It is a figure which shows an example of the value of each information showing the present user's condition produced | generated by the portable terminal which concerns on Embodiment 2 of this invention. An example of record data of each time showing a user's situation for every fixed time in Embodiment 3 of the present invention is shown. It is a figure which shows an example of the value of each information showing the present user's condition produced | generated by the portable terminal which concerns on Embodiment 3 of this invention.

Embodiment 1
1st Embodiment which concerns on this invention is described below based on FIGS.

  FIG. 1 is a block diagram showing a main configuration of a mobile terminal 1 (weekday holiday determination apparatus) according to the present embodiment. As shown in this figure, the mobile terminal 1 includes an information acquisition unit 11, calendar data 12, a position measurement unit 13, an alarm setting unit 14, a wakeup determination unit 15, and a learning unit 16 (learning unit, work determination unit, generation unit). A learning database 17 (database), a weekday holiday determination unit 18 (determination unit, generation unit, likelihood calculation unit), and an output unit 19.

  The mobile terminal 1 learns the daily situation of the user and stores the learning result in the learning database 17. Then, when it becomes necessary to provide the user with information suitable for the user, various types of information representing the latest situation of the user are generated, and these information and past learning results stored in the learning database 17 To determine whether today is a weekday or a holiday for the user. As a result, appropriate information according to the determination result can be provided to the user.

Details of the learning of the user situation in the mobile terminal 1 will be described below with reference to FIGS. In the mobile terminal 1, the information acquisition unit 11 periodically acquires various types of information regarding the user's situation. Specifically, position information representing the current position of the user is acquired from the position measurement unit 13. In addition, setting information representing the setting contents of the alarm device ( second device ) is acquired from the alarm setting unit 14. In addition, operation information representing the operation content of the wake-up determination device ( first device ) by the user is acquired.

  The position measurement unit 13 measures the current position of the mobile terminal 1 by using a position measurement function such as a GPS function. As a result, information indicating the current position of the user is generated and output to the information acquisition unit 11. Here, the current position is, for example, latitude and longitude, or an address.

  The alarm setting unit 14 sets the operation content of the alarm device used when the user wakes up. The alarm device may be an application executed on the mobile terminal 1. The alarm setting unit 14 generates setting information representing the set contents and outputs the setting information to the information acquisition unit 11. The setting information includes information indicating whether the alarm function is on or off, and an alarm time.

  The wake-up determination unit 15 determines the presence / absence of a user operation on the wake-up determination device that determines whether or not the user has woken up. The wake-up determination device may be an application executed on the mobile terminal 1. When detecting that the user has operated the wake-up determination device, the wake-up determination unit 15 determines that the user has woken up. The wake-up determination unit 15 generates operation information representing the operation content of the wake-up determination device by the user and outputs the operation information to the information acquisition unit 11. The operation information here includes a determination result as to whether or not the user has operated the wake-up determination device, and if operated, the time at that time.

  The information acquisition unit 11 acquires today's date information from the calendar data 12. The date information includes day information indicating today's day of the week and holiday information indicating whether today is a legal holiday.

  The weekday holiday determination unit 18 outputs the periodically acquired position information, operation information, setting information, and date information to the learning unit 16.

  The learning unit 16 specifies the user's wake-up time from the acquired operation information. Specifically, the time at which it was detected that the user touched the wake-up determination device that had been left for a certain time (several hours) during the day is determined as the current wake-up time.

  The learning unit 16 further determines whether or not the user's today's wake-up time matches the user's normal wake-up time. This determination procedure is as follows. First, the learning unit 16 acquires the user's wake-up time on each date prior to today recorded in the learning database 17 and calculates the average value of all acquired wake-up times. Next, from the acquired total wake-up time, only the wake-up time within a certain time (for example, 30 minutes) from the calculated average value is extracted, and the average value of the extracted total wake-up time is calculated. The learning unit 16 determines that the average value thus calculated is the user's normal wake-up time.

  The learning unit 16 determines whether or not the user's today's wake-up time is within a certain time (for example, 30 minutes) of the calculated user's normal wake-up time. If this determination is YES, it is determined that the user's today's wake-up time matches the user's normal wake-up time, while if this determination is NO, the user's wake-up time today matches the user's normal wake-up time. Judge that not. The learning unit 16 generates normal wake-up information representing the determination result.

  The learning unit 16 generates various types of information representing the overall situation of the user on today, and stores the record data for today including these in the learning database 17. The learning unit 16 performs this storage once at the end of each day. An example of record data stored in the learning database 17 at this time is shown in FIG. FIG. 2 shows an example of daily record data representing the overall situation of the user in one day. In this figure, record data for nine days is shown.

  The learning unit 16 determines whether the user has worked today based on the acquired position information. Specifically, it is determined at any time whether or not the acquired position information represents the user's workplace. If this determination is YES at any time during today, it is determined that the user has worked today. On the other hand, when it is never YES, it is determined that the user did not work today.

  If the learning unit 16 determines that the user has worked today, the learning unit 16 further calculates the time when the user arrived at the workplace. Specifically, the time when it is first determined that the position information represents the user's workplace within a day is determined as the time when the user arrives at the workplace (working time).

  Further, the learning unit 16 determines whether or not the user's regular work time matches the user's normal work time. Since this determination procedure is essentially the same as the determination of whether or not the user's today's wake-up time matches the user's normal wake-up time, detailed description thereof is omitted. The learning unit 16 generates normal attendance information representing the determination result.

  The learning unit 16 further determines that today is a weekday if it is determined that the user has worked today, whereas it determines that today is a holiday if it is determined that the user has not worked today. . This weekday holiday determination is a determination for learning the user's situation and is not directly used to provide information suitable for the user. That is, this determination is distinguished from the determination by the weekday holiday determination unit 18 for presenting information suitable for the user.

  In this embodiment, the learning unit 16 uses the day of the week information indicating today's day of the week, today's user's wake-up time, and whether the user's wake-up time matches the normal wake-up time as today's record data. Normal wake-up information that represents today's alarm setting time, today's work arrival time, whether or not today's user's work time matches the normal work time, and today is either a weekday or a holiday Weekday holiday determination information (weekday information, holiday information) indicating whether or not it is determined is stored in the learning database 17 in association with each other.

  In FIG. 2, “day of the week” is day information. The day information takes one of the values 1-7. These values represent any day of the week from Sunday to Saturday. “Normal wakeup” is normal wakeup information. This information takes a value of TRUE or FALSE. TRUE indicates that today's user's wake-up time matches the normal wake-up time, while FALSE indicates that this is not the case. “Weekday / Holiday” is weekday holiday determination information. This information takes the value of WEEKDAY or HOLIDAY. WEEKDAY indicates that the learning unit 16 determines that today is a weekday, and HOLIDAY indicates that the learning unit 16 determines that today is a holiday. “Normal arrival” is normal attendance information. This information takes a value of TRUE or FALSE. TRUE indicates that today's attendance time of the user matches the usual attendance time, while FALSE indicates that this is not the case.

  The learning unit 16 does not store a value at the alarm time included in the record data of the day on the day when no alarm is set. Similarly, on the day when it is determined that the user is not working, no value is stored in the work arrival time included in the record data for that day.

  The learning unit 16 generates a plurality of record data representing the situation of the user at each time at a certain time on each date, using the overall record data for each day shown in FIG. To do. This storage is also executed once at the end of every day, similarly to the record data shown in FIG. An example of record data stored in the learning database 17 at this time is shown in FIG. FIG. 3 shows an example of record data at each time indicating the user's situation at regular time intervals in the day. In this figure, No. 1 in FIG. An example of all 48 record data at each time every 30 minutes corresponding to the record data for one day shown in FIG. No. 2 shown in FIG. The record data 1 is record data representing the overall situation of the user on a certain day, and the 48 record data shown in FIG. 3 is record data of each time representing the situation of the user for every fixed time on that day. is there.

  The learning unit 16 generates day of the week information, wake-up information, attended information, normal alarm information, holiday information, and weekday holiday determination information at each time, and stores record data of each time including these in the learning database 17. To do.

  In FIG. 3, “time”, “day of the week”, “wake-up”, “workplace arrival”, “normal alarm setting”, “holiday”, and “weekday / holiday” are respectively the time information included in the record data, and the day of the week It means information, wake-up information, attendance information, normal alarm information, holiday information, and weekday holiday determination information.

  The day information takes one of the values 1-7. Each value represents any day of the week from Sunday to Saturday. The learning unit 16 includes a value representing today's day of the week as day information in all the record data for every fixed time for today.

  The wake-up information included in the record data at a certain time is information indicating whether or not the user has woken up at that time and whether or not the user's wake-up time today matches the normal wake-up time. is there. This information takes a value of YET, TRUE, or FALSE. YET represents that the time is earlier than the normal wake-up time and the user has not yet woken up at that time. TRUE indicates that today's wake-up time matches the normal wake-up time, and the user has already woken up at that time. FALSE represents that today's wake-up time does not coincide with the usual wake-up time, and that the time is later than the user's wake-up time today or the user's normal wake-up time.

For example, when today's wake-up time matches the normal wake-up time, all the wake-up information included in the record data at each time prior to today's wake-up time is YET. On the other hand, all the wake-up information included in the record data at each time after today's wake-up time is TRUE.

  When the user's wake-up time today is later than the normal wake-up time, all the wake-up information included in the record data at each time before the normal wake-up time is YET. On the other hand, all wake-up information included in the record data at each time after the normal wake-up time is FALSE.

  Further, when the user's wake-up time today is earlier than the normal wake-up time, all the wake-up information included in the record data at each time before the current wake-up time is YET. On the other hand, all the wake-up information included in the record data at each time after today's wake-up time is FALSE.

  When the value of the normal wake-up information included in the record data for today shown in FIG. 2 is TRUE, the learning unit 16 records the record data for today as shown in FIG. If it is earlier than the wake-up time of the user included in, YET is included as wake-up information. On the other hand, if the time is later than the user's wake-up time, TRUE is included as the wake-up information. For example, in FIG. Since the record data shown in 1 includes TRUE as normal wake-up information and 6:32 as wake-up time, the record data from 0: 0 to 6:30, which is earlier than that in FIG. YET is included as wake-up information, while record data from 7:00:00 to 23:30 later than that includes TRUE as wake-up information.

  As described above, the wake-up time is generated based on operation information indicating whether or not the user has operated the wake-up determination device, and the wake-up information is generated based on the wake-up time. Therefore, the wake-up information is a kind of operation information.

  The attended information included in the record data at a certain time indicates whether or not the user has arrived at the workplace at that time, and indicates whether or not the user's attendance time today matches the normal attendance time. Information. This information takes a value of YET, TRUE, or FALSE. YET represents that the time is earlier than the normal attendance time and that the user has not yet attended at that time. TRUE represents that this sunrise work time coincides with the normal work time, and the user has already worked at that time. FALSE represents that this sunrise work time does not coincide with the normal work time, and that the time is later than the current work time or the normal work time.

  For example, when the actual working time of the present day coincides with the usual working time, all the attended information included in the record data at each time before the present working time is YET. On the other hand, all the attended information included in the record data at each time prior to this sunrise work time is TRUE.

  Further, when the user's attendance time is later than the usual attendance time, all the attended information included in the record data at each time before the ordinary attendance time is YET. On the other hand, all the attended information included in the record data at each time after the usual attendance time is FALSE.

  Further, when today's attendance time of the user is earlier than the usual attendance time, all the attended information included in the record data of each time before the present sunrise time is YET. On the other hand, all the attended information included in the record data at each time after the current working time for sunrise is FALSE.

  When the value of the normal attendance information included in the record data for today shown in FIG. 2 is TRUE in the record data for each time for today, the learning unit 16 records the data for today shown in FIG. If it is earlier than the user's attendance time, YET is included as attended information. On the other hand, if the time is later than the user's attendance time, TRUE is included as the attendance completion information. For example, in FIG. Since the record data shown in 1 includes TRUE as normal attendance information and 8:05 as attendance time, the record data from 0:00 to 8:00, which is earlier than that in FIG. Includes YET as attended information, while record data from 8:30 to 23:30 later includes TRUE as attended information.

  As described above, the attendance time is generated based on the position information of the user, and the attendance completed information is generated based on the attendance time. Therefore, the attended information is a kind of user position information.

  The normal alarm information is information indicating whether or not today's alarm setting time matches the usual alarm setting time. This information takes a value of TRUE or FALSE. TRUE indicates that today's alarm setting time matches the normal alarm setting time, and FALSE indicates that this is not the case.

The learning unit 16 determines whether or not today's alarm setting time matches the usual alarm setting time. This determination procedure is as follows. First, the learning unit 16 acquires the alarm setting times stored in the learning database 17 for each date before today, and calculates the average value of all the acquired setting times. Next, from the acquired all alarm setting times, only the alarm setting times within a certain time (for example, 30 minutes) from the calculated average value are extracted, and the average value of all the extracted alarm setting times is calculated. The learning unit 16 determines that the average value thus calculated is the usual alarm setting time.

  The learning unit 16 determines whether today's alarm time is within a certain time (for example, 10 minutes) of the usual alarm setting time. If this determination is YES, it is determined that today's alarm set time matches the normal alarm wake-up time, while if this determination is NO, it is determined that today's alarm time is different from the normal alarm time. In the former case, the learning unit 16 includes TRUE as the normal alarm information in each time record data for today, and in the latter case, includes FALSE as the normal alarm information in the record data at each time for today.

  The day information takes one of the values 1-7. Each value represents any day of the week from Sunday to Saturday. The learning unit 16 includes a value representing today's day of the week as day information in the record data at each time for today.

  As described above, the alarm time is included in the alarm setting information. Since normal alarm information is generated based on this alarm time, it is a kind of setting information.

  The holiday information takes a value of TRUE or FALSE. TRUE represents that today is a legal holiday, and FALSE represents that today is not a legal holiday. The learning unit 16 determines whether today is a holiday based on today's date information acquired from the calendar data 12. If this determination is YES, TRUE is included as holiday information in the record data at each time of the day, while FALSE is included if this determination is NO.

  The weekday holiday determination information is information representing a weekday holiday determination result by the learning unit 16. This information takes the value of WEEKDAY or HOLIDAY. WEEKDAY indicates that the learning unit 16 determines that today is a weekday, and HOLIDAY indicates that the learning unit 16 determines that today is a holiday. When it is determined that today is a weekday, the learning unit 16 includes WEEKDAY as the weekday holiday determination information in the record data of each time for today. On the other hand, when it is determined that today is a holiday, HOLIDAY is included as weekday holiday determination information in the time record data.

  A flow of a series of processes executed when the mobile terminal 1 outputs information suitable for the user to the user will be described below with reference to FIGS. 4 and 5. FIG. 4 is a flowchart showing a flow of a series of processes executed when the mobile terminal 1 outputs information suitable for the user to the user. As shown in this figure, first, the mobile terminal 1 receives an instruction to output information suitable for the user to the user (S1). In response to this instruction, the information acquisition unit 11 generates various types of information related to the current situation of the user (S2, generation process). Specifically, it is as follows.

  First, the information acquisition unit 11 inquires of the wake-up determination unit 15 whether or not the user has operated the wake-up determination device today. In response to this, the wakeup determination unit 15 generates operation information indicating whether the user has operated the wakeup determination device today, and outputs the operation information to the information acquisition unit 11.

  Further, the information acquisition unit 11 inquires of the position measurement unit 13 about the current position of the mobile terminal 1. In response to this, the position measurement unit 13 measures the current position of the mobile terminal 1, generates position information indicating the position, and outputs the position information to the information acquisition unit 11.

  Further, the information acquisition unit 11 inquires of the alarm setting unit 14 about the current alarm setting content. In response to this, the alarm setting unit 14 generates alarm setting information including information indicating ON / OFF of the current alarm setting and the alarm setting time, and outputs the alarm setting information to the information acquisition unit 11.

  Further, the information acquisition unit 11 acquires date information including the day of the week information representing today's day of the week and the holiday information indicating whether or not this day is a legal holiday from the calendar data 12.

  The information acquisition unit 11 outputs the acquired operation information, position information, alarm setting information, and date information to the weekday holiday determination unit 18.

  The weekday holiday determination unit 18 generates current wake-up information based on the input operation information. The procedure is as follows. First, the weekday holiday determination unit 18 determines that the user has already woken up when the input operation information indicates that the user has operated the wakeup determination device today. On the other hand, if not, it is determined that the user has not yet woken up. In addition, the learning unit 16 is inquired about today's wake-up time and the usual wake-up time.

  When the current time is earlier than the normal wake-up time and the user is not currently wake-up, the weekday holiday determination unit 18 generates current wake-up information whose value is YET. Further, when the user has already woken up and the current wake-up time matches the normal wake-up time, the current wake-up information having a value of TRUE is generated. Also, if the current time is later than the user's normal wake-up time and the user is not currently wake-up, the current wake-up information whose value is FALSE is generated. Also, if the current time is earlier than the normal wake-up time and the user has already woken up, the current wake-up information with the value FALSE is generated.

  The weekday holiday determination unit 18 generates current attended information based on the input position information. The procedure is as follows. First, the weekday holiday determination unit 18 determines that the user is currently working when the input position information represents the user's workplace. On the other hand, if this is not the case, it is determined that the user has not yet attended work. Further, the weekday holiday determination unit 18 inquires of the learning unit 16 about the user's full-time work time and the user's normal work time.

  The weekday holiday determination unit 18 generates current attendance information whose value is YET when the current time is earlier than the usual attendance time and the user is not currently attending. Further, when the user has already attended work and this sunrise work time matches the normal work time, current attendance information having a value of TRUE is generated. In addition, when the current time is later than the user's normal attendance time and the user is not currently attending, current attendance information having a value of FALSE is generated. In addition, when the current time is earlier than the normal attendance time and the user has already attended work, current attendance information having a value of FALSE is generated.

  Further, the weekday holiday determination unit 18 determines whether or not the current alarm setting time included in the input current alarm setting information matches the usual alarm setting time. The details of this determination are the same as those described above, and will be omitted. When this determination is YES, the weekday holiday determination unit 18 generates current normal alarm information whose value is TRUE. On the other hand, when this determination is NO, current normal alarm information whose value is FALSE is generated.

  As a result of the above, the weekday holiday determination unit 18 holds the day of the week information, the wake-up information, the attended information, the normal alarm information, and the holiday information, each representing the current situation of the user. These types of information coincide with day information, wake-up information, attendance information, normal alarm information, and holiday information included in the record data at each time.

  Next, the weekday holiday determination part 18 acquires all the past learning data stored in the learning database 17 from the learning database 17 (S3). Specifically, all the record data for each time shown in FIG. 2 stored in the learning database 17 before today is acquired from the learning database 17.

  The weekday holiday determination unit 18 calculates a predetermined weekday likelihood and holiday likelihood for each of the recently generated day information, wake-up information, attendance information, normal alarm information, and holiday information (S4). ). Likelihood is a kind of probability. Weekday likelihood is the ratio of record data that includes the same information and value and type as the target information and weekday holiday determination information whose value is “WEEKDAY” with respect to all acquired past record data . On the other hand, the holiday likelihood is the ratio of record data that includes information on the same value and type as the target information and weekday holiday determination information whose value is “HOLDAY” to all acquired past record data. It is.

  The weekday holiday determination unit 18 calculates the total weekday likelihood by multiplying the weekday likelihood for each piece of information that is targeted. Furthermore, the total holiday likelihood is calculated by multiplying the holiday likelihood for each piece of information targeted by each other. The weekday holiday determination unit 18 determines whether the current day is a weekday or a holiday by comparing the total weekday likelihood with the total holiday likelihood, and notifies the output unit 19 of the result (S5, determination) Process). Specifically, if the total weekday likelihood is greater than the total holiday likelihood, it is determined that today is a weekday. On the other hand, if the total holiday likelihood is greater than the total weekday likelihood, it is determined that today is a holiday. .

  The output unit 19 outputs information corresponding to the notified determination result to the user as, for example, an image, text, or voice (S6). For example, when it is determined that today is a weekday, the output unit 19 outputs useful information to the user when the user spends at work. On the other hand, when the weekday holiday determination unit 18 determines that today is a holiday, the output unit 19 provides the user with information that allows the user to enhance his / her private life.

  Details of weekday or holiday determination using the weekday holiday determination unit 18 using weekday likelihood and holiday likelihood will be described below.

  First, the weekday holiday determination unit 18 calculates the above-described weekday likelihood and holiday likelihood as follows. Hereinafter, an example in which the value of today's day information is 1 for day information will be described. The total number of past record data acquired from the learning database 17 is 1440. Among these, the number of record data whose weekday holiday determination information value is “WEEKDAY” is 1056, and the number of record data whose weekday holiday determination information value is “HOLDAY” is 384.

  Of the 1056 record data whose weekday holiday determination information value is “WEEKDAY”, there are 48 record data whose day information values are “1” as in today's day information. Therefore, the ratio of record data including information representing weekdays and Sundays to all record data is 48 ÷ 1440 = 0.033. The weekday holiday determination unit 18 calculates this as the weekday likelihood of the day information.

On the other hand, out of 384 record data whose weekday holiday determination information value is “HOLDAY”, there are 144 record data whose day information value is “1”, similar to today's day information. Therefore, the ratio of record data including information indicating holidays and Sundays to all record data is 144 ÷ 1440 = 0.1. The weekday holiday determination unit 18 calculates this as the holiday likelihood of the day information.

  The weekday holiday determination unit 18 calculates the corresponding weekday likelihood and holiday likelihood for each piece of information other than the day information in the same manner as described above. As a result, weekday likelihood and holiday likelihood of wake-up information, weekday likelihood and holiday likelihood of attended information, weekday likelihood and holiday likelihood of normal alarm information, and weekday likelihood and holiday likelihood of holiday information Is calculated.

Weekday holiday judging unit 18, by multiplying all mutual weekday likelihood of each information, calculates the total weekday likelihood. That is, total weekday likelihood = weekday likelihood of day information × weekly likelihood of wake-up information × weekday likelihood of attended information × weekday likelihood of normal alarm information × weekday likelihood of holiday information. Also, weekday holiday judging unit 18, by multiplying a holiday all likelihood mutual each information, calculates the total holiday likelihood. That is, the total holiday likelihood = the holiday likelihood of day information × the holiday likelihood of wake-up information × the holiday likelihood of attended information × the holiday likelihood of normal alarm information × the holiday likelihood of holiday information. As described above, the weekday holiday determination unit 18 determines that today is a weekday if the total weekday likelihood is greater than the total holiday likelihood, and on the other hand if the total holiday likelihood is greater than the total weekday likelihood. Is determined to be a holiday.

  FIG. 5 is a diagram illustrating an example of the value of each information generated by the weekday holiday determination unit 18 and representing the current user status. In the example shown in this figure, the value of day information is 1, the value of wake-up information is TRUE, the value of attendance information is TRUE, the value of normal alarm information is TRUE, and the value of holiday information Is FALSE. This means that today is a Sunday that is not a public holiday, the user has already woken up and has arrived at the workplace, and at this time the alarm is set at the usual time. The weekday holiday determination unit 18 determines that today is a weekday when the current user's situation is the situation shown in FIG. 5 by the weekday holiday determination using the weekday likelihood and the holiday likelihood described above. In fact, this is the right decision because the user is not on vacation this day.

  As described above, since the mobile terminal 1 according to the present embodiment uses operation information and setting information in addition to position information for determination of weekdays or holidays, the accuracy of determination can be further increased. Moreover, since it is not necessary to give a question to the user and force the answer for this determination, the user does not feel troublesome.

The mobile terminal 1, upon determination, collates the respective information indicating the status of the current user, and all record data. Thereby, the accuracy of the determination result can be further increased.

Moreover, the portable terminal 1 determines whether today is a weekday or a holiday using the weekday likelihood and holiday likelihood described above. Thereby, the objectivity and accuracy of the determination result can be further enhanced.

[Embodiment 2]
A second embodiment according to the present invention will be described below with reference to FIGS.

  In the present embodiment, the mobile terminal 1 uses IC card use information and normal station use information in addition to the information disclosed in the first embodiment for determination of weekdays or holidays. The IC card usage information is information indicating whether or not the user has boarded public transportation using an IC card at a station. The normal station use information is information indicating whether or not the station that the user normally uses is used today. In the present embodiment, the station that is normally used is the station closest to the user's workplace.

  The portable terminal 1 has an IC card function for using a station. When the user uses a station using the IC card function of the mobile terminal 1, history information including the name of the station used and the payment amount is accumulated in the mobile terminal 1. The learning unit 16 uses the history information to generate IC card usage information and normal station usage information. Since the history information is information generated as a result of the user operating the mobile terminal 1, it is a type of operation information. Therefore, the IC card usage information and the normal station usage information generated based on the history information are also a kind of operation information.

  The IC card usage information takes a value of YET (IC card not used) or TRUE (IC card used). The normal station use information takes a value of YET (unused everyday station) or TRUE (used everyday station). The learning unit 16 generates record data that further includes IC card use information and normal station use information in addition to each information disclosed in the first embodiment as record data for each time of the day, and stores the record data in the learning database 17. Store. FIG. 6 shows an example of record data at each time representing the user's situation at regular time intervals in the day.

  The weekday holiday determination unit 18 also calculates the weekday likelihood and the holiday likelihood for the IC card usage information and the normal station usage information.

  FIG. 7 is a diagram illustrating an example of the value of each information representing the current user situation generated by the weekday holiday determination unit 18. In the example of this figure, the value of the IC card usage information is TRUE, the value of the normal station usage information is FALSE, and the value of the attended information is YET. This means that the user boarded public transportation today using an IC card, but the station used at that time is not the nearest station of the workplace and has not arrived at the workplace at the present time. The weekday holiday determination unit 18 determines that today is a weekday when the current user situation is the situation shown in FIG. 7 by the weekday holiday determination using the weekday likelihood and the holiday likelihood described above. In fact, this is the right decision because the user is not on vacation this day.

  As described above, in the present embodiment, in addition to the information disclosed in the first embodiment, the information regarding the use of the station by the user is also considered, and whether this day is today or a holiday for the user. judge. Therefore, the accuracy of determination can be further increased.

[Embodiment 3]
A third embodiment according to the present invention will be described below with reference to FIGS.

  The mobile terminal 1 according to the present embodiment uses music listening information and earphone usage information in addition to the information disclosed in the first embodiment for determination of weekdays or holidays. The music listening information is information indicating whether the user is listening to music. The earphone usage information is information indicating whether or not the user is using the earphone while listening to music.

  The mobile terminal 1 has a music playback function. When the user operates the portable terminal 1 to reproduce music, history information including the name of the reproduced song and the name of the audio output destination (earphone or speaker) is accumulated in the portable terminal 1. The learning unit 16 generates music listening information and earphone usage information from the history information. The music listening information takes a value of YET (music not listened) or TRUE (music listened). The earphone usage information takes a value of YET (earphone or speaker not used), TRUE (earphone used), or FALSE (speaker used). Since the music listening history information is information generated as a result of the user operating the mobile terminal 1, it is a kind of operation information. Therefore, music listening information and earphone usage information generated using this history information are also a kind of operation information.

  The learning unit 16 generates record data that further includes music listening information and earphone usage information in addition to the information disclosed in the first embodiment, as record data for each time of today, and stores the record data in the learning database 17. . FIG. 8 shows an example of record data at each time indicating the user's situation at regular time intervals in the day.

  When it is necessary to determine whether today is a weekday or a holiday for the user in order to output information to the user, the weekday holiday determination unit 18 adds to the current information disclosed in the first embodiment. The current music listening information and the current earphone usage information are generated using the recent music listening history information. The weekday holiday determination unit 18 also calculates the weekday likelihood and the holiday likelihood for recently generated music listening information and earphone usage information.

  FIG. 9 is a diagram illustrating an example of values of each information representing the current user situation generated by the weekday holiday determination unit 18. In the example of this figure, the value of the music listening information is TRUE, the current value of the earphone usage information is FALSE, and the value of the attended information is YET. This means that the user is currently listening to music without using the earphone and has not arrived at the workplace. The weekday holiday determination unit 18 determines that today is a weekday when the current user situation is the situation shown in FIG. 7 by the weekday holiday determination using the weekday likelihood and the holiday likelihood described above. In fact, this is the right decision because the user is on vacation this day.

  As described above, in this embodiment, in addition to the information disclosed in the first embodiment, whether the current day is a today or a holiday for the user in consideration of information related to the music listening status by the user. Determine. Therefore, the accuracy of determination can be further increased.

  The control block of the portable terminal 1 may be realized by a logic circuit (hardware) formed on an integrated circuit (IC chip) or the like, or may be realized by software using a CPU (Central Processing Unit).

  In the latter case, the mobile terminal 1 includes a CPU that executes instructions of a program that is software that implements each function, a ROM (Read Only Memory) in which the program and various data are recorded so as to be readable by a computer (or CPU), or A storage device (these are referred to as “recording media”), a RAM (Random Access Memory) that expands the program, and the like are provided. And the objective of this invention is achieved when a computer (or CPU) reads the said program from the said recording medium and runs it. As the recording medium, a “non-temporary tangible medium” such as a tape, a disk, a card, a semiconductor memory, a programmable logic circuit, or the like can be used. The program may be supplied to the computer via an arbitrary transmission medium (such as a communication network or a broadcast wave) that can transmit the program. The present invention can also be realized in the form of a data signal embedded in a carrier wave in which the program is embodied by electronic transmission.

[Summary]
The weekday holiday determination device (portable terminal 1) according to aspect 1 of the present invention includes position information indicating the current position of the user, operation information indicating the operation content of the first device by the user, and setting content of the second device. A generation unit (learning unit 16, weekday holiday determination unit 18) that generates at least setting information representing the current day, and the present day is a weekday or holiday for the user based on at least the generated position information, operation information, and setting information It is characterized by including a determination unit (weekday holiday determination unit 18) for determining which of the above.

  According to the above configuration, since the operation information and the setting information are used in addition to the position information for the determination of weekdays or holidays, the determination accuracy can be further increased. Moreover, since it is not necessary to give a question to the user and force the answer for this determination, the user does not feel troublesome.

The weekday holiday determination device according to aspect 2 of the present invention is the above-described aspect 1, in which the work determination unit (learning unit 16) that determines whether or not the user has worked today and the user has been determined to have worked today In the case of storing the record data including at least the position information generated today, the operation information, and the setting information and weekday information representing weekdays in a database, while it is determined that the user did not work today, A learning unit that stores in the database record data that includes at least the position information generated today, the operation information, the setting information, and holiday information that represents a holiday. At least one of the record data previously stored in the database and at least the recently generated position Broadcast, the operation information, and by matching the above setting information, is today is characterized by determining whether it is a weekday or a holiday for the user.

  The weekday holiday determination device according to aspect 3 of the present invention is the above-described aspect 2, wherein at least the position information, the operation information, and the setting information that are generated recently are stored in the database before today. Stored in the database before today, the weekday likelihood, which is the ratio of the record data including the same information and the same value and type as the target information, and the weekday information, to all the stored record data A likelihood calculation unit (weekday holiday determination) that calculates holiday information that is a ratio of record data including the same information as the target information and the holiday information, and the record data including the holiday information, for all the record data 18), and the determination unit multiplies the weekday likelihoods for each piece of information targeted by each other. If the total weekday likelihood is greater than the total holiday likelihood, the current day is a weekday by comparing the total weekday likelihood with the total holiday likelihood obtained by multiplying the holiday likelihood for each piece of target information. On the other hand, if the total holiday likelihood is larger than the total weekday likelihood, it is determined that today is a holiday.

  The weekday holiday determination device according to aspect 4 of the present invention is the above-described aspect 2 or 3, wherein the generation unit generates a plurality of the record data corresponding to each time at a certain time during the day, and the learning unit Is characterized in that the plurality of generated record data are stored in the database.

  According to said structure, since the quantity of record data used for determination can be increased, the precision of determination can be raised more.

The weekday holiday determination method according to the aspect 5 of the present invention includes position information indicating the current position of the user, operation information indicating the operation content of the first device by the user, and setting information indicating the setting content of the second device. A generation step of generating at least, and a determination step of determining whether today is a weekday or a holiday for the user based on at least the generated position information, the operation information, and the setting information. It is said.

  According to said structure, there exists an effect similar to the said aspect 1. FIG.

  Each weekday holiday apparatus described above may be realized by a computer. In this case, a program for causing the computer to realize the weekday holiday determination apparatus by causing the computer to operate as each unit included in the weekday holiday determination apparatus, and A computer-readable recording medium on which it is recorded also falls within the scope of the present invention.

  The present invention is not limited to the above-described embodiments, and various modifications are possible within the scope shown in the claims, and embodiments obtained by appropriately combining technical means disclosed in different embodiments. Is also included in the technical scope of the present invention. Furthermore, a new technical feature can be formed by combining the technical means disclosed in each embodiment.

For example, the weekday holiday determination unit 18 can also use the record data shown in FIG. 2 for determination of weekdays or holidays. Thus, for example, if normal wake-up information is used for determination, it can be determined that today is a holiday for the user when the user confirms that he / she has not yet woken up at the normal wake-up time. Also, for example, when the user confirms that the user has not arrived at the normal work time by calculating the time at which the user normally arrives at the work in advance and using the work arrival time for determination, Can be determined to be a holiday for the user.

  The present invention can be used as various devices such as a portable terminal that determines whether today is a weekday or a holiday for the user based on the current situation of the user.

  DESCRIPTION OF SYMBOLS 1 Mobile terminal (weekday holiday determination apparatus), 11 Information acquisition part, 12 Calendar data, 13 Position measurement part, 14 Alarm setting part, 15 Learning database, 16 Learning part (Generation part, Work determination part), 17 Wake-up determination part, 18 Weekday holiday determination unit (generation unit, likelihood calculation unit, determination unit), 19 output unit

Claims (4)

An acquisition unit for acquiring position information indicating a current position of the user, operation information indicating operation details of the device by the user, and setting information indicating setting details of the device ;
A determination unit that determines whether today is a weekday or a holiday for the user based on at least the acquired position information, the operation information, and the setting information;
A work determination unit that determines whether or not the user has worked today;
When it is determined that the user has worked today, record data including at least the location information acquired today, the operation information, and the setting information and weekday information representing a weekday is stored in a database. And a learning unit that stores in the database record data including at least the location information, the operation information, the setting information, and holiday information representing a holiday acquired when it is determined that the employee did not work today. And
The determination unit collates at least one of the record data stored in the database before today and at least the position information, the operation information, and the setting information acquired recently,
The information and values targeted for all the record data stored in the database before today for each of at least the position information, operation information, and setting information recently acquired And the same type of information and the weekday likelihood that is the ratio of the record data including the weekday information, and the information and values targeted for all the record data stored in the database before today It further includes a likelihood calculation unit for calculating the same type of information as well as a holiday likelihood that is a ratio of record data including the holiday information,
The determination unit compares a total weekday likelihood obtained by multiplying the weekday likelihoods for each piece of information as a target with a total holiday likelihood obtained by multiplying a holiday likelihood for each piece of information by the subjects. Thus, if the total weekday likelihood is greater than the total holiday likelihood, it is determined that today is a weekday. On the other hand, if the total holiday likelihood is greater than the total weekday likelihood, today is a holiday. weekday holiday determination and wherein the determining. The acquisition unit generates a plurality of the record data corresponding to each time at a certain time during the day,
The weekday holiday determination apparatus according to claim 1 , wherein the learning unit stores a plurality of the generated record data in the database. An acquisition step of acquiring position information indicating the current position of the user, operation information indicating operation details of the device by the user, and setting information indicating setting details of the device ;
A determination step of determining whether today is a weekday or a holiday for the user based on at least the acquired position information, the operation information, and the setting information,
A work determination step for determining whether or not the user has worked today;
When it is determined that the user has worked today, record data including at least the location information acquired today, the operation information, and the setting information and weekday information representing a weekday is stored in a database. And a learning step of storing in the database record data including at least the location information, the operation information, and the setting information and holiday information representing a holiday acquired when determined not to have worked today And
In the determination step, at least any one of the record data stored in the database before today and at least the recently acquired position information, the operation information, and the setting information are collated,
The information and values targeted for all the record data stored in the database before today for each of at least the position information, operation information, and setting information recently acquired And the same type of information and the weekday likelihood that is the ratio of the record data including the weekday information, and the information and values targeted for all the record data stored in the database before today It further includes a likelihood calculation step for calculating the holiday likelihood, which is the ratio of record data including the same type of information as well as the holiday information,
In the determination step, the total weekday likelihood obtained by multiplying the weekday likelihoods for each piece of information targeted by the object is compared with the total holiday likelihood obtained by multiplying the holiday likelihoods for each piece of information by the subject. Thus, if the total weekday likelihood is greater than the total holiday likelihood, it is determined that today is a weekday. On the other hand, if the total holiday likelihood is greater than the total weekday likelihood, today is a holiday. The weekday holiday determination method characterized by determining. The program for operating the weekday holiday determination apparatus of Claim 1 or 2 for making a computer function as said each part with which the said weekday holiday determination apparatus is provided.

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