CN110087165A - A kind of intelligent sound box management method and device based on user behavior analysis - Google Patents
A kind of intelligent sound box management method and device based on user behavior analysis Download PDFInfo
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- CN110087165A CN110087165A CN201810072034.XA CN201810072034A CN110087165A CN 110087165 A CN110087165 A CN 110087165A CN 201810072034 A CN201810072034 A CN 201810072034A CN 110087165 A CN110087165 A CN 110087165A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/4401—Bootstrapping
- G06F9/4418—Suspend and resume; Hibernate and awake
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/2803—Home automation networks
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04R—LOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKE ACOUSTIC ELECTROMECHANICAL TRANSDUCERS; DEAF-AID SETS; PUBLIC ADDRESS SYSTEMS
- H04R3/00—Circuits for transducers, loudspeakers or microphones
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Abstract
The intelligent sound box management method based on user behavior analysis that the invention discloses a kind of, it include: to analyze user's usage behavior, the dormancy time section of speaker is obtained, when speaker is in running order, judges whether current slot is in preset dormancy time section；If current time is in dormancy time section, start the suspend mode of the speaker.In this way, being not necessarily to the suspend mode of the manually opened speaker of user, the dormancy time of speaker can be determined according to the usage behavior of user usually, and start the suspend mode of speaker automatically, so that intelligent sound box is more intelligent and humanized.In addition to this, it also supports manual breaking dormancy and automatically terminates suspend mode two ways, improve the experience property of user.Also, the working day dormancy time section different with festivals or holidays can also be determined, to not influence use of the user to intelligent sound box according to user's behavioural habits different with festivals or holidays on weekdays.
Description
Technical field
The present invention relates to internet of things field more particularly to a kind of intelligent sound box management method based on user behavior analysis and
Device.
Background technique
With the method for artificial intelligence technology, smart home device is widely used, the speech-sound intelligent for supporting far field to wake up
Speaker becomes equipment indispensable in smart home as a series of smart home devices.Intelligent sound box can be used as smart home
Control axis, the singlepoint devices of dispersion are worn, the controllable intelligent ecological system of a unification is constituted.
In order to extend the service life of intelligent sound box, at the same in order to avoid bothered due to the false wake-up to speaker with
Family, under normal circumstances, intelligent sound box are provided with suspend mode, and user can start suspend mode shape by way of key or voice
State.
But for some reason, user may forget to start the dormant state of speaker, this may will affect intelligent sound
The service life of case, or lead to false wake-up and influence client.
Summary of the invention
In view of this, the embodiment of the invention provides a kind of management method of intelligent sound box based on user behavior analysis and
Device realizes the suspend mode for opening and closing automatically intelligent sound box, so that intelligent sound box is more intelligent and humanized.
A kind of intelligent sound box management method based on user behavior analysis characterized by comprising
When speaker is in operating mode, judge whether current time is in dormancy time section；The sleep period is logical
Cross determination after analyzing the usage behavior of user；
If the current time is in sleep period, start the suspend mode of the speaker.
Optionally, the determination method of the sleep period includes:
Obtain the sample set of non-working time of the speaker in preset number of days；
It is for statistical analysis to the non-working time in the sample set, determine the dormancy time section of the speaker.
Optionally, the sample set of the non-working time of the speaker for obtaining preset time period, comprising:
Obtain work log of the speaker in preset number of days；When the work log includes: the work of the speaker
Between and non-working time, the work log be to be generated according to the usage behavior of the user；
The non-working time for meeting preset condition is obtained from the work log of the speaker；The preset condition be greater than
The non-working time of preset duration；
According to the non-working time for meeting preset condition, the sample of the non-working time of the preset time period is generated
Collection.
Optionally, further includes:
When the speaker is in suspend mode, current time is calculated apart from the time of suspend mode finish time；
Judge whether current time apart from the time of suspend mode finish time has been more than preset time threshold；
If the current time has been more than preset time threshold apart from the time of suspend mode finish time, suspend mode mould is closed
Formula.
Optionally, further includes:
When the speaker is in suspend mode, if receiving the instruction of the end suspend mode of user's transmission, suspend mode mould is closed
Formula.
Optionally, further includes:
Judge whether that preset event has occurred；
If preset event has occurred, the sleep period of the speaker is redefined.
Optionally, described when speaker is in running order, judge whether current time is in dormancy time section, comprising:
Judge that current time is in preset period on working day or preset period festivals or holidays；
If the current time is in preset working day, judge whether current time is in the first dormancy time section；Institute
Stating the first dormancy time section is by determining after the usage behavior analysis to preset workaday user；
If the current time is in preset festivals or holidays, judge whether current slot is in the second dormancy time section；
The second time period is to determine after being analyzed by the usage behavior of the user to preset nonworkdays.
The intelligent sound box managing device based on user behavior analysis that the invention also discloses a kind of, comprising:
First judging unit, for judging whether current time is in dormancy time section when speaker is in operating mode；
The sleep period is to determine after being analyzed by the usage behavior to user；
Suspend mode start unit starts the suspend mode mould of the speaker if being in sleep period for the current time
Formula.
Optionally, further includes:
Acquiring unit, for obtaining the sample set of non-working time of the speaker in preset number of days；
Determination unit determines stopping for the speaker for for statistical analysis to the non-working time in the sample set
It sleeps the period.
Optionally, further includes:
Computing unit, for when the speaker is in suspend mode, calculating current time apart from suspend mode finish time
Time；
Second judgment unit, for judge current time apart from whether the time of suspend mode finish time has been more than preset when
Between threshold value；
Suspend mode closing unit, if apart from the time of suspend mode finish time being more than preset for the current time
Time threshold closes suspend mode.
The intelligent sound box management method based on user behavior analysis that the embodiment of the invention discloses a kind of, comprising: to user
Usage behavior is analyzed, and whether the dormancy time section for obtaining speaker judges current slot when speaker is in running order
In preset dormancy time section；If current time is in dormancy time section, start the suspend mode of the speaker.In this way, nothing
The suspend mode of the manually opened speaker of user is needed, the dormancy time of speaker can be determined according to the usage behavior of user usually,
And start the suspend mode of speaker automatically, so that intelligent sound box is more intelligent and humanized.
In addition to this, it also supports manual breaking dormancy and automatically terminates suspend mode two ways, improve the experience property of user.
Also, it can also determine that working day different with festivals or holidays stops according to user's behavioural habits different with festivals or holidays on weekdays
It sleeps the period, to not influence use of the user to intelligent sound box.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The embodiment of invention for those of ordinary skill in the art without creative efforts, can also basis
The attached drawing of offer obtains other attached drawings.
Fig. 1 shows a kind of stream of intelligent sound box management method based on user behavior analysis provided in an embodiment of the present invention
Journey schematic diagram；
Fig. 2 shows a kind of flow diagrams of the determination method of sleep period provided in an embodiment of the present invention；
Fig. 3 shows a kind of knot of intelligent sound box managing device based on user behavior analysis provided in an embodiment of the present invention
Structure schematic diagram.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
With reference to Fig. 1, a kind of intelligent sound box manager based on user behavior analysis provided in an embodiment of the present invention is shown
The flow diagram of method, in the present embodiment, this method comprises:
S101: when speaker is in operating mode, judge whether current time is in preset dormancy time section；It is described to stop
The dormancy period is to obtain after being analyzed by the usage behavior to user；
In the present embodiment, before executing S101, first the usage behavior of user can be analyzed, to predict sound
The dormancy time section of case.For example, if user's speaker often at noon 12 points to two o'clock in afternoon in a dormant state, also, in evening
Upper 10 points to second day of 6:00 AM clock in a dormant state, accordingly, can predict the period of speaker suspend mode, specifically
The determination method of the dormancy time section of speaker can be described in detail in the following Example 2, repeat no more herein.
In the present embodiment, when speaker is in operating mode, it can be determined according to the leisure time section of fixed speaker
Whether suspend mode is started.
S102: if the current time is in dormancy time section, start the suspend mode of the speaker.
In the present embodiment, if current time is in the dormancy time section of speaker, the suspend mode of speaker can star.
In the present embodiment, in order to not influence user's use, the suspend mode of speaker can be terminated by two ways, specifically
, comprising:
Mode one: user can terminate the suspend mode of speaker, and start the Working mould of speaker by manually mode
Formula, specifically, including:
When the speaker is in suspend mode, if receiving the instruction of the end suspend mode of user's transmission, suspend mode mould is closed
Formula.
Wherein, there can be the button for terminating suspend mode that can terminate suspend mode after user's Push button in speaker；Or it uses
Family can terminate suspend mode by way of cell phone application.
Mode two: according to the dormancy time section determined, automatically terminate suspend mode, specifically, including:
When the speaker is in suspend mode, current time is calculated apart from the time of suspend mode finish time；
Judge whether current time apart from the time of suspend mode finish time has been more than preset time threshold；
If the current time has been more than preset time threshold apart from the time of suspend mode finish time, suspend mode mould is closed
Formula.
For example: if dormancy time section is 10 points to 6 points of the next morning at night, it is assumed that preset time threshold is half
Hour, when 5 thirty, suspend mode can be terminated, so that the modules of speaker are in normal operating conditions.In this way, will not
User is influenced to the normal use of speaker.
After detecting that the user for having replaced speaker has replaced user or speaker is moved position, user's
Use habit may change, this just needs again to analyze the usage behavior of user, and then determine new speaker
Dormancy time section, specifically, further include:
Judge whether that preset event has occurred；
If preset event has occurred, the dormancy time section of the speaker is redefined.
In the present embodiment, preset event includes that variation has occurred in user, variation has occurred in the position of speaker, apart from last time
The determination of dormancy time section has already been through the preset time.
In the present embodiment, redefine the dormancy time section of the speaker, can be again to the usage behavior of user into
Row analysis, such as obtain newest work log and the usage behavior of user is analyzed again.
If for example: after detecting that user, which has occurred, to be changed, it can be made by new user in nearest a period of time
The dormancy time of speaker is determined with behavior, wherein by the detection to user's vocal print can judge whether that changing for user has occurred
Become.If detect that speaker is moved position, detect in current location for a period of time after, it is available recently
The work log of the speaker of a period of time, and then redefine the dormancy time of speaker.
In addition to this, preset event can also be have passed through a period of time after, redefine the dormancy time of speaker, example
Such as, it can be the dormancy time for every other day updating a speaker.
In the present embodiment, user is different with use habit of the festivals or holidays to speaker on weekdays, in order to distinguish work
Behavioural habits day different with festivals or holidays user can determine speaker dormant state on weekdays and the work of festivals or holidays respectively
Make state.To which mode below can be passed through when determining whether to starting suspend mode:
Judge that current time is in preset working day or preset festivals or holidays；
If the current time is in preset working day, judge whether current time is in the first dormancy time section；
If the current time is in preset festivals or holidays, judge whether current slot is in the second dormancy time section.
Wherein, the first dormancy time section is to determine after being analyzed by the usage behavior to preset workaday user,
That is the first dormancy time section is to be determined after for statistical analysis by the non-working time to preset workaday speaker；The
Two dormancy time sections are determining, i.e. the second dormancy time after the usage behavior analysis by the user to preset nonworkdays
It is determined after for statistical analysis for the non-working time to speaker in preset festivals or holidays.
In the present embodiment, user's usage behavior is analyzed, obtains the dormancy time section of speaker, when speaker is in work
When state, judge whether current slot is in preset dormancy time section；If current time is in dormancy time section, start institute
State the suspend mode of speaker.In this way, it is not necessarily to the suspend mode of the manually opened speaker of user, it can be according to the use row of user usually
The dormancy time of speaker to be determined, and start the suspend mode of speaker automatically, so that intelligent sound box is more intelligent and human nature
Change.
In addition to this, it also supports manual breaking dormancy and automatically terminates suspend mode two ways, improve the experience property of user.
Also, it can also determine that working day different with festivals or holidays stops according to user's behavioural habits different with festivals or holidays on weekdays
It sleeps the period, to not influence use of the user to intelligent sound box.
With reference to Fig. 2, a kind of flow diagram of the determination method of sleep period provided in an embodiment of the present invention is shown,
In the present embodiment, this method comprises:
S201: the sample set of the non-working time in the preset number of days of the speaker is obtained；
Wherein, preset number of days can be a default value of technical staff's setting, be also possible to user according to practical feelings
Condition setting.It wherein, can be respectively to festivals or holidays and working day user's in order to not influence the use habit of user in festivals or holidays
Behavioural habits are analyzed, i.e., preset number of days can be the preset number of days in working day, are also possible to preset in festivals or holidays
Number of days, wherein working day and festivals or holidays can be arranged with technical staff, such as: the week can be working day, Saturday
It is preset festivals or holidays with Sunday and legal festivals and holidays；But the difference of the job specification due to user, the work of some users
It is different from the working day of default conditions and festivals or holidays to make day and festivals or holidays, and therefore, user can be a according to oneself working condition
Property oneself working day and festivals or holidays of setting.In addition to this, speaker can also be according to user to the service condition of speaker, certainly
The festivals or holidays and working day of dynamic monitoring user, for example, in one month a few day, it, can to the longer using the time of speaker
To set festivals or holidays for these times, festivals or holidays are set by other times.
In the present embodiment, the non-working time may include: the dormancy time of speaker；In addition to this it is possible to include speaker
It is in running order, but it is not carried out the period of any work.
But the non-working time very short for the time, the dormancy time of speaker can't be had an impact, because of this time
Shorter non-working time section can not be in the range of the present embodiment considers, therefore, the non-working time for including in sample set
Meet certain condition, specifically, S201 includes:
Obtain work log of the speaker in preset number of days；When the work log includes: the work of the speaker
Between and non-working time, the work log be to be generated according to the usage behavior of the user；
Obtain work log of the speaker in preset number of days；When the work log includes: the work of the speaker
Between and non-working time, the work log be to be generated according to the usage behavior of the user；
The non-working time for meeting preset condition is obtained from the work log of the speaker；The preset condition be greater than
The non-working time of preset duration；
According to the non-working time for meeting preset condition, the sample of the non-working time of the preset time period is generated
Collection.
In the present embodiment, from work log obtain meet the non-working time of preset condition before, can also be first right
Working time and non-working time in work log carry out classification processing, obtain the set of non-working time.
S202: it is for statistical analysis to the non-working time in the sample set, determine the dormancy time section of the speaker.
For example: when for statistical analysis to the non-working time in sample set, it can be and first determine in sample set often
The intersection of it non-working time, that is to say, that the more non-working time section of number of days is repeated, then according to minimax principle,
The intersection of non-working time is handled.Such as: if an inoperative section is 6 points of at 10 points in evening to the next morning, separately
One non-working time section is 11 points to second day of 7 points of morning of evening；It, can be by speaker then in order to not influence user's use
Sleep period is determined as 11 points to second day at night of 6:00 AM.
It in the present embodiment, is analyzed, i.e., is united to the non-working time section of user by the behavioural habits to user
Score, so that it is determined that the dormancy time section of speaker out.In this way, can it is automatically automatic according to the dormancy time section determined and
The suspend mode of turning-off sound box, so that intelligent sound box is more intelligent and humanized.
With reference to Fig. 3, a kind of intelligent sound box management dress based on user behavior analysis provided in an embodiment of the present invention is shown
The structural schematic diagram set, in the present embodiment, which includes:
First judging unit 301, for judging whether current time is in dormancy time when speaker is in operating mode
Section；The sleep period is to determine after being analyzed by the usage behavior to user；
Mode startup unit 302 starts the suspend mode mould of the speaker if being in sleep period for the current time
Formula.
Optionally, further includes:
Acquiring unit, for obtaining the sample set of non-working time of the speaker in preset number of days；
Determination unit determines stopping for the speaker for for statistical analysis to the non-working time in the sample set
It sleeps the period.
Optionally, the acquiring unit, comprising:
Obtain work log of the speaker in preset number of days；When the work log includes: the work of the speaker
Between and non-working time, the work log be to be generated according to the usage behavior of the user；
The non-working time for meeting preset condition is obtained from the work log of the speaker；The preset condition be greater than
The non-working time of preset duration；
According to the non-working time for meeting preset condition, the sample of the non-working time of the preset time period is generated
Collection.
Optionally, further includes:
Computing unit, for when the speaker is in suspend mode, calculating current time apart from suspend mode finish time
Time；
Second judgment unit, for judge current time apart from whether the time of suspend mode finish time has been more than preset when
Between threshold value；
Suspend mode closing unit, if apart from the time of suspend mode finish time being more than preset for the current time
Time threshold closes suspend mode.
Optionally, further includes:
Second suspend mode closing unit is used for when the speaker is in suspend mode, if receiving user's transmission
Terminate the instruction of suspend mode, closes suspend mode.
Optionally, further includes:
Preset event has occurred for judging whether in third judging unit；
Unit is redefined, if redefining the sleep period of the speaker for preset event to have occurred.
Device through this embodiment can be according to user usually without the suspend mode of the manually opened speaker of user
Usage behavior determines the dormancy time of speaker, and starts the suspend mode of speaker automatically, so that intelligent sound box is more intelligent
And hommization.In addition to this, it also supports manual breaking dormancy and automatically terminates suspend mode two ways, improve the experience of user
Property.Also, it can also determine that working day is different with festivals or holidays according to user's behavioural habits different with festivals or holidays on weekdays
Dormancy time section, to not influence use of the user to intelligent sound box.
It should be noted that all the embodiments in this specification are described in a progressive manner, each embodiment weight
Point explanation is the difference from other embodiments, and the same or similar parts between the embodiments can be referred to each other.
The foregoing description of the disclosed embodiments enables those skilled in the art to implement or use the present invention.
Various modifications to these embodiments will be readily apparent to those skilled in the art, as defined herein
General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, of the invention
It is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein phase one
The widest scope of cause.
Claims (10)
1. a kind of intelligent sound box management method based on user behavior analysis characterized by comprising
When speaker is in operating mode, judge whether current time is in dormancy time section；The sleep period be by pair
What the usage behavior of user determined after analyzing；
If the current time is in sleep period, start the suspend mode of the speaker.
2. the method according to claim 1, wherein the determination method of the sleep period includes:
Obtain the sample set of non-working time of the speaker in preset number of days；
It is for statistical analysis to the non-working time in the sample set, determine the dormancy time section of the speaker.
3. according to the method described in claim 2, it is characterized in that, the inoperative of the speaker for obtaining preset time period
The sample set of time, comprising:
Obtain work log of the speaker in preset number of days；The work log include: the speaker working time and
Non-working time, the work log are to be generated according to the usage behavior of the user；
The non-working time for meeting preset condition is obtained from the work log of the speaker；The preset condition is greater than default
The non-working time of duration；
According to the non-working time for meeting preset condition, the sample set of the non-working time of the preset time period is generated.
4. the method according to claim 1, wherein further include:
When the speaker is in suspend mode, current time is calculated apart from the time of suspend mode finish time；
Judge whether current time apart from the time of suspend mode finish time has been more than preset time threshold；
If the current time has been more than preset time threshold apart from the time of suspend mode finish time, suspend mode is closed.
5. the method according to claim 1, wherein further include:
When the speaker is in suspend mode, if receiving the instruction of the end suspend mode of user's transmission, suspend mode is closed.
6. the method according to claim 1, wherein further include:
Judge whether that preset event has occurred；
If preset event has occurred, the sleep period of the speaker is redefined.
7. according to the method described in claim 2, it is characterized in that, described when speaker is in running order, when judging current
It carves and whether is in dormancy time section, comprising:
Judge that current time is in preset period on working day or preset period festivals or holidays；
If the current time is in preset working day, judge whether current time is in the first dormancy time section；Described
One dormancy time section is by determining after the usage behavior analysis to preset workaday user；
If the current time is in preset festivals or holidays, judge whether current slot is in the second dormancy time section；It is described
Second time period is to determine after being analyzed by the usage behavior of the user to preset nonworkdays.
8. a kind of intelligent sound box managing device based on user behavior analysis characterized by comprising
First judging unit, for judging whether current time is in dormancy time section when speaker is in operating mode；It is described
Sleep period is to determine after being analyzed by the usage behavior to user；
Suspend mode start unit starts the suspend mode of the speaker if being in sleep period for the current time.
9. device according to claim 8, which is characterized in that further include:
Acquiring unit, for obtaining the sample set of non-working time of the speaker in preset number of days；
Determination unit, for for statistical analysis to the non-working time in the sample set, when determining the suspend mode of the speaker
Between section.
10. device according to claim 8, which is characterized in that further include:
Computing unit, for when the speaker is in suspend mode, calculating current time apart from the time of suspend mode finish time；
Whether second judgment unit has been more than preset time threshold for judging current time apart from the time of suspend mode finish time
Value；
Suspend mode closing unit, if apart from the time of suspend mode finish time being more than the preset time for the current time
Threshold value closes suspend mode.
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| CN112575533A (en) * | 2020-11-28 | 2021-03-30 | 珠海格力电器股份有限公司 | Clothes treatment device and method capable of intelligently controlling volume and clothes treatment equipment |
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| CN112575533A (en) * | 2020-11-28 | 2021-03-30 | 珠海格力电器股份有限公司 | Clothes treatment device and method capable of intelligently controlling volume and clothes treatment equipment |
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