CN109948545A - A kind of reminding method of user behavior, device, electronic equipment and storage medium - Google Patents
A kind of reminding method of user behavior, device, electronic equipment and storage medium Download PDFInfo
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- CN109948545A CN109948545A CN201910212167.7A CN201910212167A CN109948545A CN 109948545 A CN109948545 A CN 109948545A CN 201910212167 A CN201910212167 A CN 201910212167A CN 109948545 A CN109948545 A CN 109948545A
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Abstract
The embodiment of the invention discloses a kind of reminding method of user behavior, device, electronic equipment and storage mediums.The described method includes: being identified to the face of active user, obtaining the face characteristic information of the active user within a predetermined period of time if it is determined that the current behavior of active user meets identification condition；According to face characteristic information of the active user in the predetermined amount of time, the age range where the active user is identified；According to the age range where the active user, Xiang Suoshu active user sends corresponding prompting message.It can timely and effectively be prompted for different user behaviors, while the usage experience of user can also be promoted.
Description
Technical field
The present embodiments relate to field of artificial intelligence more particularly to a kind of reminding method of user behavior, device,
Electronic equipment and storage medium.
Background technique
Research for facial image is always the highly important content of computer vision field.The research of facial image it
So it is important, it is to have special role in social life because face expresses many personal information.It is led in artificial intelligence
Domain imitates human vision completion and has been achieved for great successes to the cognition of face.Nowadays in recognition of face, authentication etc.
Many aspects, computer vision can successfully replace the mankind.Identify that user behavior is still novel by facial image
Work rich in challenge.
The reminding method of existing user behavior includes following two: the first, using manual type pointedly to user
Behavior prompted.Specifically, active user is responsible for by other users to active user's when using some household electrical appliance
Behavior is prompted.For example, children are responsible for prompting the behavior of the children when using some household electrical appliance, by parent,
To guarantee using safe.The second, uniformly the behavior of user is prompted using automated manner.Specifically, active user exists
When using some household electrical appliance, which can send prompting message to active user on startup.
In the implementation of the present invention, at least there are the following problems in the prior art for inventor's discovery:
In the reminding method of existing user behavior, pointedly the behavior of user is mentioned using manual type
Show, this method places one's entire reliance upon artificial eye observation, it is easy to there is the phenomenon that prompting not in time, it is tight so as to will cause
The safety accident of weight；Alternatively, uniformly being prompted the behavior of user using automated manner, this method can not be for difference
User carry out different prompts, prompt effect poor, while also affecting the usage experience of active user.
Summary of the invention
In view of this, reminding method, device, electronic equipment and storage that the embodiment of the present invention provides a kind of user behavior are situated between
Matter can timely and effectively be prompted for different user behaviors, while can also promote the usage experience of user.
In a first aspect, the embodiment of the invention provides a kind of reminding methods of user behavior, which comprises
If it is determined that the current behavior of active user meets identification condition, the face of active user is identified, obtains institute
State the face characteristic information of active user within a predetermined period of time；
According to face characteristic information of the active user in the predetermined amount of time, the active user institute is identified
Age range；
According to the age range where the active user, Xiang Suoshu active user sends corresponding prompting message.
In the above-described embodiments, the face to active user identifies, obtains the active user in pre- timing
Between face characteristic information in section, comprising:
The face of active user is identified, at least one of the active user in the predetermined amount of time is obtained
Facial image；
Determine active user in institute at least one facial image in the predetermined amount of time in the active user
State the face characteristic information in preset time period.
In the above-described embodiments, the face characteristic information according to the active user in the predetermined amount of time,
Identify the age range where the active user, comprising:
According to face characteristic information of the active user in the predetermined amount of time, determine that the active user is corresponding
Current growth grade；
According to the corresponding current growth grade of the active user and pre-set growth grade and age range
Corresponding relationship identifies the age range where the active user.
In the above-described embodiments, the face characteristic information according to the active user in the predetermined amount of time,
Determine the corresponding current growth grade of the active user, comprising:
Face characteristic information of the active user in the preset time period is input to calculating mould trained in advance
In type；
Face of the active user in the predetermined amount of time is calculated by the computation model trained in advance
The matching degree of characteristic information and predetermined each growth grade；
The highest growth grade of matching degree is determined as the corresponding current growth grade of the active user.
In the above-described embodiments, the age range according to where the active user, Xiang Suoshu active user send
Corresponding prompting message, comprising:
If age range where the active user be infancy age range or the age range in infancy or
The age range of person's childhood then sends the corresponding prompting message being forbidden to use to the active user；
If age range where the active user be hebetic age range or adolescent age range or
The age range of person's midlife then sends the prompting message of corresponding normal use to the active user；
If age range where the active user is the age range in senescence phase, to the active user send with
Its corresponding prompting message carefully used.
Second aspect, the embodiment of the invention provides a kind of suggestion device of user behavior, described device includes: acquisition mould
Block, identification module and cue module；Wherein,
The acquisition module, for if it is determined that the current behavior of active user meets identification condition, to the people of active user
Face is identified, the face characteristic information of the active user within a predetermined period of time is obtained；
The identification module is known for the face characteristic information according to the active user in the predetermined amount of time
It Chu not age range where the active user；
The cue module, for according to the age range where the active user, Xiang Suoshu active user send with
Its corresponding prompting message.
In the above-described embodiments, the acquisition module, identifies specifically for the face to active user, described in acquisition
At least one facial image of active user in the predetermined amount of time；In the active user in the predetermined amount of time
At least one facial image in determine face characteristic information of the active user in the preset time period.
In the above-described embodiments, the identification module comprises determining that submodule and identification submodule；Wherein,
The determining submodule, for the face characteristic information according to the active user in the predetermined amount of time,
Determine the corresponding current growth grade of the active user；
The identification submodule, for according to the corresponding current growth grade of the active user and it is pre-set at
The corresponding relationship of long grade and age range identifies the age range where the active user.
In the above-described embodiments, the determining submodule is specifically used for the active user in the preset time period
Interior face characteristic information is input in computation model trained in advance；Institute is calculated by the computation model trained in advance
State the matching degree of face characteristic information of the active user in the predetermined amount of time and predetermined each growth grade；It will
The highest growth grade of matching degree is determined as the corresponding current growth grade of the active user.
In the above-described embodiments, shown cue module, if being baby specifically for the age range where the active user
The age range of youngster's phase or the age range in infancy or childhood age range, then to the active user send with
Its corresponding prompting message being forbidden to use；If age range where the active user be hebetic age range or
The age range of adolescent age range or midlife then sends corresponding normal use to the active user
Prompting message；If the age range where the active user is the age range in senescence phase, sent to the active user
The corresponding prompting message carefully used.
The third aspect, the embodiment of the invention provides a kind of electronic equipment, comprising:
One or more processors；
Memory, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processing
Device realizes the reminding method of user behavior described in any embodiment of that present invention.
Fourth aspect, the embodiment of the invention provides a kind of storage mediums, are stored thereon with computer program, the program quilt
The reminding method of user behavior described in any embodiment of that present invention is realized when processor executes.
The embodiment of the present invention proposes reminding method, device, electronic equipment and the storage medium of a kind of user behavior, if sentencing
The current behavior for determining active user meets identification condition, first identifies to the face of active user, obtains active user pre-
The face characteristic information fixed time in section；Then the face characteristic information according to active user within a predetermined period of time, is identified
Age range where active user；Further according to the age range where active user, sent to active user corresponding
Prompting message.That is, in the inventive solutions, can identify the age range where active user；Then
According to the age range where active user, corresponding prompting message is sent to active user.And in existing user's row
For reminding method in, pointedly the behavior of user is prompted using manual type, this method places one's entire reliance upon people
Work visually observes, it is easy to the phenomenon that prompting not in time occurs, so as to will cause serious safety accident；Alternatively, using
Automated manner uniformly prompts the behavior of user, and this method can not carry out different prompts for different users,
It prompts effect poor, while also affecting the usage experience of active user.Therefore, compared to the prior art, the present invention is implemented
Reminding method, device, electronic equipment and the storage medium for the user behavior that example proposes can be carried out for different user behaviors
It timely and effectively prompts, while the usage experience of user can also be promoted；Also, the technical solution of the embodiment of the present invention realizes letter
Folk prescription just, convenient for universal, the scope of application is wider.
Detailed description of the invention
Fig. 1 is the flow diagram of the reminding method for the user behavior that the embodiment of the present invention one provides；
Fig. 2 is the flow diagram of the reminding method of user behavior provided by Embodiment 2 of the present invention；
Fig. 3 is the flow diagram of the reminding method for the user behavior that the embodiment of the present invention three provides；
Fig. 4 is the first structure diagram of the suggestion device for the user behavior that the embodiment of the present invention four provides；
Fig. 5 is the second structural schematic diagram of the suggestion device for the user behavior that the embodiment of the present invention four provides
Fig. 6 is the structural schematic diagram for the electronic equipment that the embodiment of the present invention five provides.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention rather than limiting the invention.It also should be noted that in order to just
In description, only some but not all contents related to the present invention are shown in the drawings.
Embodiment one
Fig. 1 is the flow diagram for the reminding method of user behavior that the embodiment of the present invention one provides, and this method can be by
The suggestion device of user behavior perhaps electronic equipment come execute the device or electronic equipment can be by software and/or hardware
Mode realizes that the device or electronic equipment can integrate in any smart machine with network communicating function.Such as Fig. 1 institute
Show, the reminding method of user behavior may comprise steps of:
S101, if it is determined that the current behavior of active user meets identification condition, the face of active user is identified, is obtained
Take the face characteristic information of active user within a predetermined period of time.
In a specific embodiment of the present invention, if it is determined that the current behavior of active user meets identification condition, electronic equipment
The face of active user can be identified, obtain the face characteristic information of active user within a predetermined period of time.Specifically,
If it is determined that the current behavior of active user meets identification condition, electronic equipment can be identified the face of active user, be obtained
Take at least one facial image of active user within a predetermined period of time；Then active user within a predetermined period of time at least
The face characteristic information of active user within a preset period of time is determined in one facial image.For example, if it is determined that active user
Current behavior includes but is not limited to: open behavior, close behavior, assembly behavior, disassembly behavior, usage behavior, in mobile behavior
Any one, electronic equipment can identify the face of active user, obtain active user within a predetermined period of time
At least one facial image；Then active user is determined in active user's at least one facial image within a predetermined period of time
Face characteristic information within a preset period of time.
S102, the face characteristic information according to active user within a predetermined period of time, identify the year where active user
Age section.
In a specific embodiment of the present invention, electronic equipment can be special according to the face of active user within a predetermined period of time
Reference breath, identifies the age range where active user.Specifically, electronic equipment can be according to active user in the predetermined time
Face characteristic information in section, determines the corresponding current growth grade of active user；Then corresponding current according to active user
The corresponding relationship of grade of growing up and pre-set growth grade and age range, identifies the age area where active user
Between.
S103, according to the age range where active user, corresponding prompting message is sent to active user.
In a specific embodiment of the present invention, electronic equipment can be according to the age range where active user, Xiang Dangqian
User sends corresponding prompting message.Specifically, if the age range where active user is the age range of infancy
Either the age range in infancy or childhood age range, then electronic equipment can to active user send it is corresponding
The prompting message being forbidden to use；If the age range where active user is hebetic age range or adolescent year
Age section or midlife age range, then electronic equipment can send mentioning for corresponding normal use to active user
Show message；If the age range where active user is the age range in senescence phase, electronic equipment can be sent out to active user
Send the corresponding prompting message carefully used.
The reminding method for the user behavior that the embodiment of the present invention proposes, if it is determined that the current behavior of active user meets identification
Condition first identifies the face of active user, obtains the face characteristic information of active user within a predetermined period of time；Then
According to the face characteristic information of active user within a predetermined period of time, the age range where active user is identified；Further according to
Age range where active user sends corresponding prompting message to active user.That is, in skill of the invention
In art scheme, the age range where active user can be identified；Then according to the age range where active user, to working as
Preceding user sends corresponding prompting message.And in the reminding method of existing user behavior, it is directed to using manual type
Property the behavior of user is prompted, this method place one's entire reliance upon artificial eye observation, it is easy to occur prompting not in time
The phenomenon that, so as to will cause serious safety accident；Alternatively, uniformly being mentioned to the behavior of user using automated manner
Show, this method can not carry out different prompts for different users, prompt effect poor, while also affecting current use
The usage experience at family.Therefore, compared to the prior art, the reminding method for the user behavior that the embodiment of the present invention proposes, can be with needle
Different user behaviors is timely and effectively prompted, while the usage experience of user can also be promoted；Also, the present invention is real
Apply example technical solution realize it is simple and convenient, convenient for universal, the scope of application is wider.
Embodiment two
Fig. 2 is the flow diagram of the reminding method of user behavior provided by Embodiment 2 of the present invention.As shown in Fig. 2, with
The reminding method of family behavior may comprise steps of:
S201, if it is determined that the current behavior of active user meets identification condition, the face of active user is identified, is obtained
Take the face characteristic information of active user within a predetermined period of time.
In a specific embodiment of the present invention, if it is determined that the current behavior of active user meets identification condition, electronic equipment
The face of active user can be identified, obtain the face characteristic information of active user within a predetermined period of time.Specifically,
If it is determined that the current behavior of active user meets identification condition, electronic equipment can be identified the face of active user, be obtained
Take at least one facial image of active user within a predetermined period of time；Then active user within a predetermined period of time at least
The face characteristic information of active user within a preset period of time is determined in one facial image.For example, if it is determined that active user
Current behavior includes but is not limited to: open behavior, close behavior, assembly behavior, disassembly behavior, usage behavior, in mobile behavior
Any one, electronic equipment can identify the face of active user, obtain active user within a predetermined period of time
At least one facial image；Then active user is determined in active user's at least one facial image within a predetermined period of time
Face characteristic information within a preset period of time.
S202, the face characteristic information according to active user within a predetermined period of time determine that active user is corresponding current
Growth grade.
In a specific embodiment of the present invention, electronic equipment can be special according to the face of active user within a predetermined period of time
Reference breath, determines the corresponding current growth grade of active user.Specifically, electronic equipment can be by active user in preset time
Face characteristic information in section is input in computation model trained in advance；Then it is calculated by computation model trained in advance
The matching degree of the face characteristic information of active user within a predetermined period of time and predetermined each growth grade；It again will matching
It spends highest growth grade and is determined as the corresponding current growth grade of active user.
S203, according to the corresponding current growth grade of active user and pre-set growth grade and age range
Corresponding relationship identifies the age range where active user.
In a specific embodiment of the present invention, electronic equipment can according to the corresponding current growth grade of active user and
The corresponding relationship of pre-set growth grade and age range, identifies the age range where active user.Specifically, electric
Sub- equipment can determine the corresponding current growth of active user according to the face characteristic information of active user within a predetermined period of time
Grade；Then corresponding with age range according to the corresponding current growth grade of active user and pre-set growth grade
Relationship identifies the age range where active user.
S204, according to the age range where active user, corresponding prompting message is sent to active user.
In a specific embodiment of the present invention, electronic equipment can be according to the age range where active user, Xiang Dangqian
User sends corresponding prompting message.Specifically, if the age range where active user is the age range of infancy
Either the age range in infancy or childhood age range, then electronic equipment can to active user send it is corresponding
The prompting message being forbidden to use；If the age range where active user is hebetic age range or adolescent year
Age section or midlife age range, then electronic equipment can send mentioning for corresponding normal use to active user
Show message；If the age range where active user is the age range in senescence phase, electronic equipment can be sent out to active user
Send the corresponding prompting message carefully used.
The reminding method for the user behavior that the embodiment of the present invention proposes, if it is determined that the current behavior of active user meets identification
Condition first identifies the face of active user, obtains the face characteristic information of active user within a predetermined period of time；Then
According to the face characteristic information of active user within a predetermined period of time, the age range where active user is identified；Further according to
Age range where active user sends corresponding prompting message to active user.That is, in skill of the invention
In art scheme, the age range where active user can be identified；Then according to the age range where active user, to working as
Preceding user sends corresponding prompting message.And in the reminding method of existing user behavior, it is directed to using manual type
Property the behavior of user is prompted, this method place one's entire reliance upon artificial eye observation, it is easy to occur prompting not in time
The phenomenon that, so as to will cause serious safety accident；Alternatively, uniformly being mentioned to the behavior of user using automated manner
Show, this method can not carry out different prompts for different users, prompt effect poor, while also affecting current use
The usage experience at family.Therefore, compared to the prior art, the reminding method for the user behavior that the embodiment of the present invention proposes, can be with needle
Different user behaviors is timely and effectively prompted, while the usage experience of user can also be promoted；Also, the present invention is real
Apply example technical solution realize it is simple and convenient, convenient for universal, the scope of application is wider.
Embodiment three
Fig. 3 is the flow diagram of the reminding method for the user behavior that the embodiment of the present invention three provides.As shown in figure 3, with
The reminding method of family behavior may comprise steps of:
S301, if it is determined that the current behavior of active user meets identification condition, the face of active user is identified, is obtained
Take the face characteristic information of active user within a predetermined period of time.
In a specific embodiment of the present invention, if it is determined that the current behavior of active user meets identification condition, electronic equipment
The face of active user can be identified, obtain the face characteristic information of active user within a predetermined period of time.Specifically,
If it is determined that the current behavior of active user meets identification condition, electronic equipment can be identified the face of active user, be obtained
Take at least one facial image of active user within a predetermined period of time；Then active user within a predetermined period of time at least
The face characteristic information of active user within a preset period of time is determined in one facial image.For example, if it is determined that active user
Current behavior includes but is not limited to: open behavior, close behavior, assembly behavior, disassembly behavior, usage behavior, in mobile behavior
Any one, electronic equipment can identify the face of active user, obtain active user within a predetermined period of time
At least one facial image；Then active user is determined in active user's at least one facial image within a predetermined period of time
Face characteristic information within a preset period of time.
In a specific embodiment of the present invention, facial image may include: nasal area image, eye areas image, eyebrow
Hair-fields area image, mouth area image, ear region image and hair zones image；Therefore, electronic equipment can be in nose region
The nose characteristic information of active user is determined in area image；It can also determine that the eyes of active user are special in eye areas image
Reference breath；The eyebrow characteristic information of active user can also be determined in the image of brow region；It can also be in mouth area image
The mouth characteristic information of middle determining active user；The ear feature letter of active user can also be determined in ear region image
Breath；The hair characteristic information of active user can also be determined in hair zones image；Then electronic equipment will can currently be used
Nose characteristic information, eye feature information, eyebrow characteristic information, mouth characteristic information, ear characteristic information and the hair at family are special
Reference breath carries out special cluster, determines the face characteristic information of active user.
S302, the face characteristic information of active user within a preset period of time is input to computation model trained in advance
In.
In a specific embodiment of the present invention, electronic equipment can be by the face characteristic of active user within a preset period of time
Information input is into computation model trained in advance.Specifically, electronic equipment can be by active user within a preset period of time
Nose characteristic information, eye feature information, eyebrow characteristic information, mouth characteristic information, ear characteristic information and hair feature letter
Breath is input in computation model trained in advance.
S303, the face characteristic information of active user within a predetermined period of time is calculated by computation model trained in advance
With the matching degree of predetermined each growth grade.
In a specific embodiment of the present invention, electronic equipment can calculate current use by computation model trained in advance
The matching degree of the face characteristic information of family within a predetermined period of time and predetermined each growth grade.Specifically, electronics is set
It is standby that active user's face characteristic information within a predetermined period of time and baby can be calculated by computation model trained in advance
The matching degree of phase corresponding growth grade；The face characteristic information of active user within a predetermined period of time and children can also be calculated
The matching degree of youngster's phase corresponding growth grade；Can also calculate the face characteristic information of active user within a predetermined period of time with
Childhood it is corresponding growth grade matching degree；The face characteristic information of active user within a predetermined period of time can also be calculated
The matching degree of growth grade corresponding with puberty；The face characteristic letter of active user within a predetermined period of time can also be calculated
Cease the matching degree of growth grade corresponding with the adolescence；The face characteristic of active user within a predetermined period of time can also be calculated
The matching degree of information growth grade corresponding with midlife；It is special that the face of active user within a predetermined period of time can also be calculated
The matching degree of reference breath growth grade corresponding with the senescence phase.
S304, the highest growth grade of matching degree is determined as to the corresponding current growth grade of active user.
In a specific embodiment of the present invention, the highest growth grade of matching degree can be determined as currently using by electronic equipment
The corresponding current growth grade in family.Exist for example, it is assumed that electronic equipment calculates active user by computation model trained in advance
The matching degree of face characteristic information growth grade corresponding with infancy in predetermined amount of time is 1；Active user is in pre- timing
Between the matching degree of face characteristic information growth grade corresponding with infancy in section be 2；Active user is within a predetermined period of time
Face characteristic information with childhood it is corresponding growth grade matching degree be 3；The face of active user within a predetermined period of time
The matching degree of characteristic information growth grade corresponding with puberty is 4；The face characteristic letter of active user within a predetermined period of time
The matching degree for ceasing growth grade corresponding with the adolescence is 5；The face characteristic information of active user within a predetermined period of time is in
The matching degree of term corresponding growth grade is 6；The face characteristic information of active user within a predetermined period of time and senescence phase pair
The matching degree for the growth grade answered is 7.In this step, senescence phase corresponding growth grade can be determined as working as by electronic equipment
The corresponding current growth grade of preceding user.
S305, according to the corresponding current growth grade of active user and pre-set growth grade and age range
Corresponding relationship identifies the age range where active user.
In this bright specific embodiment, electronic equipment can be set with the corresponding current growth grade of active user and in advance
The corresponding relationship of the growth grade and age range set identifies the age range where active user.Specifically, electronic equipment
Infancy corresponding growth grade and the age range of infancy can be pre-saved corresponding relationship；Children can also be pre-saved
Youngster's phase corresponding growth grade and the age range in infancy ground corresponding relationship；Childhood that preservation can also be pre-saved, is corresponding
Grade of growing up and childhood age range ground corresponding relationship；Puberty corresponding growth grade and youth can also be pre-saved
The age range of phase ground corresponding relationship；Adolescence corresponding growth grade and adolescent age range can also be pre-saved
Corresponding relationship；Senescence phase corresponding growth grade and the age range in senescence phase can also be pre-saved corresponding relationship.Specifically
Ground, infancy corresponding growth grade can be the first estate, and the age range of infancy can be full moon to 1 one full year of life；Baby
Phase, corresponding growth grade can be the first estate, and the age range of infancy can be full moon to 1 years old；Infancy it is corresponding at
Long grade can be the second grade, and the age range in infancy can be one-year-old to four years old；Childhood corresponding growth grade can
To be the tertiary gradient, childhood age range can be five years old to 12 years old；Puberty corresponding growth grade can be
Four grades, hebetic age range can be 13 to 19 years old；Adolescence, corresponding growth grade can be the 5th grade,
Adolescent age range can be 20 to 40 years old；The corresponding growth grade of midlife can be the 6th grade, midlife
Age range can be 41 to 59 years old；Senescence phase, corresponding growth grade can be the 7th grade, the senescence phase
Age range can be threescore or more.
S306, according to the age range where active user, corresponding prompting message is sent to active user.
In a specific embodiment of the present invention, electronic equipment can be according to the age range where active user, Xiang Dangqian
User sends corresponding prompting message.Specifically, if the age range where active user is the age range of infancy
Either the age range in infancy or childhood age range, then electronic equipment can to active user send it is corresponding
The prompting message being forbidden to use；If the age range where active user is hebetic age range or adolescent year
Age section or midlife age range, then electronic equipment can send mentioning for corresponding normal use to active user
Show message；If the age range where active user is the age range in senescence phase, electronic equipment can be sent out to active user
Send the corresponding prompting message carefully used.
The reminding method for the user behavior that the embodiment of the present invention proposes, if it is determined that the current behavior of active user meets identification
Condition first identifies the face of active user, obtains the face characteristic information of active user within a predetermined period of time；Then
According to the face characteristic information of active user within a predetermined period of time, the age range where active user is identified；Further according to
Age range where active user sends corresponding prompting message to active user.That is, in skill of the invention
In art scheme, the age range where active user can be identified；Then according to the age range where active user, to working as
Preceding user sends corresponding prompting message.And in the reminding method of existing user behavior, it is directed to using manual type
Property the behavior of user is prompted, this method place one's entire reliance upon artificial eye observation, it is easy to occur prompting not in time
The phenomenon that, so as to will cause serious safety accident；Alternatively, uniformly being mentioned to the behavior of user using automated manner
Show, this method can not carry out different prompts for different users, prompt effect poor, while also affecting current use
The usage experience at family.Therefore, compared to the prior art, the reminding method for the user behavior that the embodiment of the present invention proposes, can be with needle
Different user behaviors is timely and effectively prompted, while the usage experience of user can also be promoted；Also, the present invention is real
Apply example technical solution realize it is simple and convenient, convenient for universal, the scope of application is wider.
Example IV
Fig. 4 is the first structure diagram of the suggestion device for the user behavior that the embodiment of the present invention four provides.Such as Fig. 4 institute
Show, the suggestion device of user behavior described in the embodiment of the present invention may include: to obtain module 401, identification module 402 and prompt
Module 403；Wherein,
The acquisition module 401, for if it is determined that the current behavior of active user meets identification condition, to active user's
Face is identified, the face characteristic information of the active user within a predetermined period of time is obtained；
The identification module 402, for the face characteristic information according to the active user in the predetermined amount of time,
Identify the age range where the active user；
The cue module 403, for according to the age range where the active user, Xiang Suoshu active user to be sent
Corresponding prompting message.
Further, the acquisition module 401, identifies specifically for the face to active user, works as described in acquisition
At least one facial image of preceding user in the predetermined amount of time；In the active user in the predetermined amount of time
Face characteristic information of the active user in the preset time period is determined at least one facial image.
Fig. 5 is the second structural schematic diagram of the suggestion device for the user behavior that the embodiment of the present invention four provides.Such as Fig. 5 institute
Show, the identification module 402 comprises determining that submodule 4021 and identification submodule 4022；Wherein,
The determining submodule 4021, for being believed according to face characteristic of the active user in the predetermined amount of time
Breath, determines the corresponding current growth grade of the active user；
The identification submodule 4022, for according to the corresponding current growth grade of the active user and presetting
Growth grade and age range corresponding relationship, identify the age range where the active user.
Further, the determining submodule 4021 is specifically used for the active user in the preset time period
Face characteristic information be input in advance trained computation model；It is calculated by the computation model trained in advance described
The matching degree of face characteristic information of the active user in the predetermined amount of time and predetermined each growth grade；General
It is determined as the corresponding current growth grade of the active user with highest growth grade is spent.
Further, shown cue module 403, if being infancy specifically for the age range where the active user
Age range or the age range in infancy or childhood age range, then to the active user send it is right with it
The prompting message being forbidden to use answered；If the age range where the active user is hebetic age range or youth
The age range of phase or the age range of midlife, then send the prompt of corresponding normal use to the active user
Message；If the age range where the active user is the age range in senescence phase, to active user transmission and its
The corresponding prompting message carefully used.
Method provided by any embodiment of the invention can be performed in the suggestion device of above-mentioned user behavior, has execution method
Corresponding functional module and beneficial effect.The not technical detail of detailed description in the present embodiment, reference can be made to the present invention is arbitrarily real
The reminding method of the user behavior of example offer is provided.
Embodiment five
Fig. 6 is the structural schematic diagram for the electronic equipment that the embodiment of the present invention five provides.Fig. 6, which is shown, to be suitable for being used to realizing this
The block diagram of the example electronic device of invention embodiment.The electronic equipment 12 that Fig. 6 is shown is only an example, should not be to this
The function and use scope of inventive embodiments bring any restrictions.
As shown in fig. 6, electronic equipment 12 is showed in the form of universal computing device.The component of electronic equipment 12 may include
But be not limited to: one or more processor or processing unit 16, system storage 28, connect different system components (including
System storage 28 and processing unit 16) bus 18.
Bus 18 indicates one of a few class bus structures or a variety of, including memory bus or Memory Controller,
Peripheral bus, graphics acceleration port, processor or the local bus using any bus structures in a variety of bus structures.It lifts
For example, these architectures include but is not limited to industry standard architecture (ISA) bus, microchannel architecture (MAC)
Bus, enhanced isa bus, Video Electronics Standards Association (VESA) local bus and peripheral component interconnection (PCI) bus.
Electronic equipment 12 typically comprises a variety of computer system readable media.These media can be it is any can be electric
The usable medium that sub- equipment 12 accesses, including volatile and non-volatile media, moveable and immovable medium.
System storage 28 may include the computer system readable media of form of volatile memory, such as arbitrary access
Memory (RAM) 30 and/or cache memory 32.Electronic equipment 12 may further include other removable/not removable
Dynamic, volatile/non-volatile computer system storage medium.Only as an example, storage system 34 can be used for read and write can not
Mobile, non-volatile magnetic media (Fig. 6 do not show, commonly referred to as " hard disk drive ").Although being not shown in Fig. 6, Ke Yiti
For the disc driver for being read and write to removable non-volatile magnetic disk (such as " floppy disk "), and to moving non-volatile light
The CD drive of disk (such as CD-ROM, DVD-ROM or other optical mediums) read-write.In these cases, each driver
It can be connected by one or more data media interfaces with bus 18.Memory 28 may include that at least one program produces
Product, the program product have one group of (for example, at least one) program module, these program modules are configured to perform of the invention each
The function of embodiment.
Program/utility 40 with one group of (at least one) program module 42 can store in such as memory 28
In, such program module 42 include but is not limited to operating system, one or more application program, other program modules and
It may include the realization of network environment in program data, each of these examples or certain combination.Program module 42 is usual
Execute the function and/or method in embodiment described in the invention.
Electronic equipment 12 can also be with one or more external equipments 14 (such as keyboard, sensing equipment, display 24 etc.)
Communication, can also be enabled a user to one or more equipment interact with the electronic equipment 12 communicate, and/or with make the electricity
Any equipment (such as network interface card, modem etc.) that sub- equipment 12 can be communicated with one or more of the other calculating equipment
Communication.This communication can be carried out by input/output (I/O) interface 22.Also, electronic equipment 12 can also be suitable by network
Orchestration 20 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network, such as internet)
Communication.As shown, network adapter 20 is communicated by bus 18 with other modules of electronic equipment 12.Although should be understood that
It is not shown in Fig. 6, other hardware and/or software module can be used in conjunction with electronic equipment 12, including but not limited to: microcode,
Device driver, redundant processing unit, external disk drive array, RAID system, tape drive and data backup storage
System etc..
Processing unit 16 by the program that is stored in system storage 28 of operation, thereby executing various function application and
Data processing, such as realize the reminding method of user behavior provided by the embodiment of the present invention.
Embodiment six
The embodiment of the present invention six provides a kind of computer storage medium.
The computer readable storage medium of the embodiment of the present invention, can be using one or more computer-readable media
Any combination.Computer-readable medium can be computer-readable signal media or computer readable storage medium.Computer
Readable storage medium storing program for executing for example may be-but not limited to-the system of electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, dress
It sets or device, or any above combination.The more specific example (non exhaustive list) of computer readable storage medium wraps
It includes: there is the electrical connection of one or more conducting wires, portable computer diskette, hard disk, random access memory (RAM), read-only
Memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read-only memory
(CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.In this document, computer-readable
Storage medium can be it is any include or storage program tangible medium, the program can be commanded execution system, device or
Device use or in connection.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including --- but it is unlimited
In wireless, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
The computer for executing operation of the present invention can be write with one or more programming languages or combinations thereof
Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++,
It further include conventional procedural programming language-such as " C " language or similar programming language.Program code can be with
It fully executes, partly execute on the user computer on the user computer, being executed as an independent software package, portion
Divide and partially executes or executed on a remote computer or server completely on the remote computer on the user computer.?
Be related in the situation of remote computer, remote computer can pass through the network of any kind --- including local area network (LAN) or
Wide area network (WAN)-be connected to subscriber computer, or, it may be connected to outer computer (such as mentioned using Internet service
It is connected for quotient by internet).
Note that the above is only a better embodiment of the present invention and the applied technical principle.It will be appreciated by those skilled in the art that
The invention is not limited to the specific embodiments described herein, be able to carry out for a person skilled in the art it is various it is apparent variation,
It readjusts and substitutes without departing from protection scope of the present invention.Therefore, although being carried out by above embodiments to the present invention
It is described in further detail, but the present invention is not limited to the above embodiments only, without departing from the inventive concept, also
It may include more other equivalent embodiments, and the scope of the invention is determined by the scope of the appended claims.
Claims (12)
1. a kind of reminding method of user behavior, which is characterized in that the described method includes:
If it is determined that the current behavior of active user meets identification condition, the face of active user is identified, is worked as described in acquisition
The face characteristic information of preceding user within a predetermined period of time；
According to face characteristic information of the active user in the predetermined amount of time, where identifying the active user
Age range；
According to the age range where the active user, Xiang Suoshu active user sends corresponding prompting message.
2. obtaining institute the method according to claim 1, wherein the face to active user identifies
State the face characteristic information of active user within a predetermined period of time, comprising:
The face of active user is identified, at least one face of the active user in the predetermined amount of time is obtained
Image；
Determine active user described pre- at least one facial image in the predetermined amount of time in the active user
If the face characteristic information in the period.
3. the method according to claim 1, wherein it is described according to the active user in the predetermined amount of time
Interior face characteristic information identifies the age range where the active user, comprising:
According to face characteristic information of the active user in the predetermined amount of time, determines that the active user is corresponding and work as
Preceding growth grade；
It is corresponding with age range according to the corresponding current growth grade of the active user and pre-set growth grade
Relationship identifies the age range where the active user.
4. according to the method described in claim 3, it is characterized in that, it is described according to the active user in the predetermined amount of time
Interior face characteristic information determines the corresponding current growth grade of the active user, comprising:
The active user is input in computation model trained in advance in the face characteristic information in the preset time period；
Face characteristic of the active user in the predetermined amount of time is calculated by the computation model trained in advance
The matching degree of information and predetermined each growth grade；
The highest growth grade of matching degree is determined as the corresponding current growth grade of the active user.
5. the method according to claim 1, wherein the age range according to where the active user,
Corresponding prompting message is sent to the active user, comprising:
If the age range where the active user is the age range or the age range in infancy of infancy or youngster
The age range of juvenile phase then sends the corresponding prompting message being forbidden to use to the active user；
If age range where the active user be hebetic age range or adolescent age range or in
The age range of term then sends the prompting message of corresponding normal use to the active user；
If the age range where the active user is the age range in senescence phase, it is right with it to send to the active user
The prompting message carefully used answered.
6. a kind of suggestion device of user behavior, which is characterized in that described device includes: to obtain module, identification module and prompt
Module；Wherein,
The acquisition module, for if it is determined that the current behavior of active user meets identification condition, to the face of active user into
Row identification, obtains the face characteristic information of the active user within a predetermined period of time；
The identification module is identified for the face characteristic information according to the active user in the predetermined amount of time
Age range where the active user；
The cue module, for according to the age range where the active user, it is right with it that Xiang Suoshu active user sends
The prompting message answered.
7. device according to claim 6, it is characterised in that:
The acquisition module, identifies specifically for the face to active user, obtains the active user described predetermined
At least one facial image in period；In at least one facial image of the active user in the predetermined amount of time
Face characteristic information of the middle determining active user in the preset time period.
8. device according to claim 6, which is characterized in that the identification module comprises determining that submodule and identification
Module；Wherein,
The determining submodule is determined for the face characteristic information according to the active user in the predetermined amount of time
The corresponding current growth grade of the active user；
The identification submodule, for according to the corresponding current growth grade of the active user and pre-set growth etc.
The corresponding relationship of grade and age range, identifies the age range where the active user.
9. device according to claim 8, it is characterised in that:
The determining submodule, specifically for inputting face characteristic information of the active user in the preset time period
Into computation model trained in advance；The active user is calculated described predetermined by the computation model trained in advance
The matching degree of face characteristic information and predetermined each growth grade in period；By the highest growth grade of matching degree
It is determined as the corresponding current growth grade of the active user.
10. device according to claim 6, it is characterised in that:
Shown cue module, if age range or children specifically for the age range where the active user for infancy
The age range of youngster's phase or childhood age range, then to the active user send it is corresponding be forbidden to use mention
Show message；If age range where the active user be hebetic age range or adolescent age range or
The age range of midlife then sends the prompting message of corresponding normal use to the active user；If described current
Age range where user is the age range in senescence phase, then sends and corresponding carefully use to the active user
Prompting message.
11. a kind of electronic equipment characterized by comprising
One or more processors；
Memory, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors are real
The now reminding method of the user behavior as described in any one of claims 1 to 5.
12. a kind of storage medium, is stored thereon with computer program, which is characterized in that the realization when program is executed by processor
The reminding method of user behavior as described in any one of claims 1 to 5.
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