CN107085070A - A kind of based reminding method and terminal based on air quality - Google Patents
A kind of based reminding method and terminal based on air quality Download PDFInfo
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- CN107085070A CN107085070A CN201710148307.XA CN201710148307A CN107085070A CN 107085070 A CN107085070 A CN 107085070A CN 201710148307 A CN201710148307 A CN 201710148307A CN 107085070 A CN107085070 A CN 107085070A
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- air quality
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- quality index
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- action strategy
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/0004—Gaseous mixtures, e.g. polluted air
Abstract
The embodiment of the invention discloses a kind of based reminding method based on air quality and terminal, wherein, the based reminding method based on air quality includes：Detect first air quality index in space to be monitored；Determine the corresponding air quality grade of first air quality index；Corresponding first action strategy of first air quality index is determined according to the air quality grade；User is pointed out according to first action strategy, guidance instruction can be provided a user based on air quality data, the health problem caused by air quality can be reduced.
Description
Technical field
The present invention relates to electronic technology field, more particularly to a kind of based reminding method and terminal based on air quality.
Background technology
At present, because industrial expansion and environmental improvement are short of, ball ecological environment is caused constantly to deteriorate, people are rely
Also worse and worse, this will seriously endanger the healthy of people to the air quality of the environment of existence.Wherein, air quality is participated in comment
The major pollutants of valency are fine particle, pellet, sulfur dioxide, nitrogen dioxide, ozone, carbon monoxide etc. six.
The equipment for providing some monitoring air qualities in the prior art, can show the air of the environment currently monitored
Qualitative data (for example, monitoring PM2.5, PM10 etc.), so that people understand the air quality of current environment.However, prior art
The equipment of middle monitoring air quality, it is impossible to which guidance instruction is provided a user based on air quality data.
The content of the invention
The embodiment of the present invention provides a kind of based reminding method and terminal based on air quality, can be based on air quality data
Guidance instruction is provided a user, the health problem caused by air quality can be reduced.
In a first aspect, the embodiments of the invention provide a kind of based reminding method based on air quality, based on air quality
Based reminding method includes：
Detect first air quality index in space to be monitored；
Determine the corresponding air quality grade of first air quality index；
Corresponding first action strategy of first air quality index is determined according to the air quality grade；
User is pointed out according to first action strategy.
On the other hand, the embodiments of the invention provide a kind of terminal, the terminal includes：
Detection unit, the first air quality index for detecting space to be monitored；
First determining unit, for determining the corresponding air quality grade of first air quality index；
Second determining unit, for determining first air quality index corresponding according to the air quality grade
One action strategy；
Tip element, for pointing out user according to first action strategy.
The embodiment of the present invention is by detecting first air quality index in space to be monitored；Determine first air quality
The corresponding air quality grade of index；First air quality index corresponding first is determined according to the air quality grade
Action strategy；User is pointed out according to first action strategy, directiveness can be provided a user based on air quality data and built
View, can reduce the health problem caused by air quality.
Brief description of the drawings
Technical scheme, is used required in being described below to embodiment in order to illustrate the embodiments of the present invention more clearly
Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are some embodiments of the present invention, general for this area
For logical technical staff, on the premise of not paying creative work, other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is a kind of schematic flow diagram of based reminding method based on air quality provided in an embodiment of the present invention；
Fig. 2 is a kind of schematic flow diagram for based reminding method based on air quality that another embodiment of the present invention is provided；
Fig. 3 is a kind of schematic block diagram of terminal provided in an embodiment of the present invention；
Fig. 4 is a kind of terminal schematic block diagram that another embodiment of the present invention is provided；
Fig. 5 is a kind of terminal schematic block diagram that yet another embodiment of the invention is provided.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is a part of embodiment of the invention, rather than whole embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained under the premise of creative work is not made
Example, belongs to the scope of protection of the invention.
It should be appreciated that ought be in this specification and in the appended claims in use, term " comprising " and "comprising" be indicated
Described feature, entirety, step, operation, the presence of element and/or component, but be not precluded from one or more of the other feature, it is whole
Body, step, operation, element, component and/or its presence or addition for gathering.
It is also understood that the term used in this description of the invention is merely for the sake of the mesh for describing specific embodiment
And be not intended to limit the present invention.As used in description of the invention and appended claims, unless on
Other situations are hereafter clearly indicated, otherwise " one " of singulative, " one " and "the" are intended to include plural form.
It will be further appreciated that, the term "and/or" used in description of the invention and appended claims is
Refer to any combinations of one or more of the associated item listed and be possible to combination, and including these combinations.
As used in this specification and in the appended claims, term " if " can be according to context quilt
Be construed to " when ... " or " once " or " in response to determining " or " in response to detecting ".Similarly, phrase " if it is determined that " or
" if detecting [described condition or event] " can be interpreted to mean according to context " once it is determined that " or " in response to true
It is fixed " or " once detecting [described condition or event] " or " in response to detecting [described condition or event] ".
In the specific implementation, the terminal described in the embodiment of the present invention is including but not limited to such as with touch sensitive surface
The mobile phone, laptop computer or tablet PC of (for example, touch-screen display and/or touch pad) etc it is other just
Portable device.It is to be further understood that in certain embodiments, the equipment not portable communication device, but with touching
Touch the desktop computer of sensing surface (for example, touch-screen display and/or touch pad).
In discussion below, the terminal including display and touch sensitive surface is described.It is, however, to be understood that
It is that terminal can include one or more of the other physical user-interface device of such as physical keyboard, mouse and/or control-rod.
Terminal supports various application programs, such as one or more of following：Drawing application program, demonstration application journey
Sequence, word-processing application, website create application program, disk imprinting application program, spreadsheet applications, game application
Program, telephony application, videoconference application, email application, instant messaging applications, exercise
Support application program, photo management application program, digital camera application program, digital camera application program, web-browsing application
Program, digital music player application and/or video frequency player application program.
The various application programs that can be performed in terminal can use such as touch sensitive surface at least one is public
Physical user-interface device.It can adjust and/or change among applications and/or in corresponding application programs and touch sensitive table
The corresponding information shown in the one or more functions and terminal in face.So, the public physical structure of terminal is (for example, touch
Sensing surface) the various application programs with user interface directly perceived and transparent for a user can be supported.
Fig. 1 is referred to, Fig. 1 is a kind of exemplary flow of based reminding method based on air quality provided in an embodiment of the present invention
Figure.The executive agent of the based reminding method based on air quality is terminal in the present embodiment.Terminal can be mobile phone, tablet personal computer etc.
Mobile terminal, but this is not limited to, can also be other-end.Based reminding method based on air quality as shown in Figure 1 can be wrapped
Include following steps：
S101：Detect first air quality index in space to be monitored.
The first air quality that terminal detects space to be monitored in normal work, by the sensor of terminal built-in is joined
Number, and determine the first air quality index according to the first air quality parameters.
The sensor of terminal built-in can be particulate matter sensors or air mass sensor etc..Wherein, particulate matter is sensed
Device is used for the material grainses for detecting the particulate matter in air, such as burning generation, also such as PM10, PM2.5 etc..Air mass sensor
Concentration for detecting the various pollution sources such as alcohol in air, cigarette, ammonia, sulfide, air mass sensor is to alcohol, perfume (or spice)
The pollution sources such as cigarette, ammonia, sulfide have high sensitivity, and the product response time is fast, and working stability is cheap.
Air quality index (Air Quality Index, AQI) is that the dimensionless of quantitative description Air Quality refers to
Number.The numerical value of air quality index is bigger, air quality grade is higher, it is deeper to characterize color, illustrates that air pollution is tighter
Weight, the health hazard to human body is also bigger.AQI also specify air quality separate index number for individual event pollutant.Participate in empty
The major pollutants of gas quality evaluation are fine particle, pellet, sulfur dioxide, nitrogen dioxide, ozone, carbon monoxide
Deng six.
S102：Determine the corresponding air quality grade of first air quality index.
Air quality index and the air quality grade table of comparisons are prestored in terminal, it is determined that detecting the first air
During performance figure, inquiry air quality index and the air quality grade table of comparisons, so that it is determined that the first air quality index correspondence
Air quality grade.Wherein, air quality index and the air quality grade table of comparisons are as follows：
| Air quality grade | Definition | Air quality index |
| One-level | It is excellent | 0~50 |
| Two grades | It is good | 51~100 |
| Three-level | Slight pollution | 101~150 |
| Level Four | Intermediate pollution | 151~200 |
| Pyatyi | Serious pollution | 201~300 |
| Six grades | Severe contamination | ＞ 300 |
In air quality index and the air quality grade table of comparisons, the numerical value of air quality index is bigger, air quality etc.
Level is higher, and air pollution is more serious, and the health hazard to human body is also bigger.
When the first air quality index is more than zero, and during less than or equal to 50, the first air quality index belongs to the firstth area
Between [0~50], the corresponding air quality grade of the first air quality index is one-level, and the air quality for representing space to be monitored is
It is excellent.
When the first air quality index is more than or equal to 51, and during less than or equal to 100, the first air quality index belongs to
Second interval [51~100], the corresponding air quality grade of the first air quality index is two grades, represents the sky in space to be monitored
Makings amount is good.
When the first air quality index be more than or equal to 101, and less than or equal to 150 when, the first air quality index category
In 3rd interval [101~150], the corresponding air quality grade of the first air quality index is three-level, represents space to be monitored
Air quality be slight pollution.
When the first air quality index be more than or equal to 151, and less than or equal to 200 when, the first air quality index category
In the 4th interval [151~200], the corresponding air quality grade of the first air quality index is level Four, represents space to be monitored
Air quality be intermediate pollution.
When the first air quality index be more than or equal to 201, and less than or equal to 300 when, the first air quality index category
In the 5th interval [201~300], the corresponding air quality grade of the first air quality index is Pyatyi, represents space to be monitored
Air quality be serious pollution.
When the first air quality index is more than 300, the first air quality index belongs to the 6th interval (300, ∞), first
The corresponding air quality grade of air quality index is six grades, and the air quality for representing space to be monitored is severe contamination.
S103：Corresponding first action strategy of first air quality index is determined according to the air quality grade.
Corresponding relation or the table of comparisons between air quality grade and action strategy that terminal memory storage is pre-established, eventually
End is it is determined that during the corresponding air quality grade of the first air quality index, according to the corresponding air matter of the first air quality index
Grade is measured, the corresponding relation or the table of comparisons between inquiry air quality grade and action strategy are that available first air quality refers to
Corresponding first action strategy of number.
Corresponding relation or the table of comparisons between air quality grade and action strategy can be configured according to actual conditions, this
Place is not limited.
For example, the corresponding relation between air quality grade and action strategy can be：
When the corresponding air quality grade of the first air quality index is one-level, the first air quality index corresponding the
One action strategy is " normal activity ".
When the corresponding air quality grade of the first air quality index be two grades, three-level or during level Four, the first air quality
Corresponding first action strategy of index is " reducing long-time, the outdoor exercises of high intensity ".
When the corresponding air quality grade of the first air quality index is Pyatyi, the first air quality index corresponding the
One action strategy is " reduction outdoor exercises ".
When the corresponding air quality grade of the first air quality index is six grades, the first air quality index corresponding the
One action strategy is " stopping outdoor exercises ".
Further, in the corresponding relation or the table of comparisons between air quality grade and action strategy, difference can be included
Crowd is in the different corresponding action strategies of air quality grade, i.e. crowd's type, air quality grade and action strategy phase
Correspondence.Crowd's type can include special population and healthy population, and special population can include Disease, can also include youngster
Virgin, old man.Disease can be cardiac, respiratory disease patient, autopath etc..Wherein, crowd's type is believed
Breath can be classified by the personal information of user, the personal information of user can be user oneself input or
The electronic bits of data (related datas of all kinds of electronic accounts) being stored in by inquiring about user in the webserver is obtained, and can also be led to
The statement-of-health for crossing inquiry user determines the affiliated type of Disease.Children, old man in special population can enter according to age bracket
Row is divided.Different crowd is as shown in the table in the different corresponding action strategies of air quality grade：
" √ " represents normal activity in upper table, and " △ " represents that long-time outdoor activities are reduced or avoided, and "×" represents to stop
Outdoor activities.
Terminal can according to crowd's type and the corresponding air quality grade of the first air quality index, it is determined that with the people
The first action strategy that realm type, the corresponding air quality grade of the first air quality index are matched.
When the corresponding air quality grade of the first air quality index is one-level, the first air quality index corresponding the
One action strategy is " normal activity ".
When the corresponding air quality grade of the first air quality index is two grades, the first air quality index corresponding the
One action strategy is " Disease reduces or stopped outdoor activities ".
When the corresponding air quality grade of the first air quality index is three-level, the first air quality index corresponding the
One action strategy is " special population reduces or stopped outdoor activities, healthy population normal activity "；Wherein, special population includes youngster
Child, old man, cardiac, respiratory disease patient or one kind or at least two any combination in autopath.
When the corresponding air quality grade of the first air quality index is level Four, the first air quality index corresponding the
One action strategy is " reduce or stop outdoor activities "；
When the corresponding air quality grade of the first air quality index is Pyatyi, the first air quality index corresponding the
One action strategy is " special population stops outdoor exercises, and healthy population reduces or stopped outdoor activities ".Healthy population includes green grass or young crops
Juvenile, adult.
When the corresponding air quality grade of the first air quality index is six grades, the first air quality index corresponding the
One action strategy is " healthy population and special population stop outdoor exercises ".
S104：User is pointed out according to first action strategy.
Terminal can provide a user suggestion with according to corresponding first action strategy of the first air quality index.
For example：When the corresponding air quality grade of the first air quality index is two grades, the first air quality index is corresponding
The first action strategy for " allergic human population reduce or stop outdoor activities " when, terminal may remind the user that " current air mass
Well, only a few quite sensitive crowd reduces or stopped outdoor activities ".
When the corresponding air quality grade of the first air quality index is three-level, the first air quality index corresponding the
When one action strategy is " special population reduces or stopped outdoor activities, healthy population normal activity ", terminal may remind the user that
" present air slight pollution, special population reduce for a long time, the outdoor activities of high intensity, (suggestion shortening the outdoor exercises time with
And reduction outdoor exercises intensity), irritation, which occurs, in healthy population should reduce physical demands and outdoor activities ".
When the corresponding air quality grade of the first air quality index is level Four, the first air quality index corresponding first
When action strategy is " reduces or stop outdoor activities ", user's " avoiding long-time, the outdoor exercises of high intensity " is reminded.
When the corresponding air quality grade of the first air quality index is Pyatyi, the first air quality index corresponding the
When one action strategy is " special population stops outdoor exercises, and healthy population reduces or stopped outdoor activities "；Terminal reminds user
" children, old man, cardiac, respiratory disease patient or autopath stop outdoor exercises, and healthy population reduces outdoor
Activity ".Healthy population includes teenager, adult.
When the corresponding air quality grade of the first air quality index is six grades, the first air quality index corresponding the
When one action strategy is " healthy population and special population stop outdoor exercises ", user " children, old man, heart disease are reminded
Patient, respiratory disease patient or autopath stop outdoor exercises, and common people stop outdoor exercises ".
Such scheme, terminal detects first air quality index in space to be monitored；Determine that first air quality refers to
The corresponding air quality grade of number；The corresponding the first row of first air quality index is determined according to the air quality grade
Dynamic strategy；User is pointed out according to first action strategy, guidance instruction can be provided a user based on air quality data,
The health problem caused by air quality can be reduced.
Fig. 2 is referred to, Fig. 2 is a kind of signal for based reminding method based on air quality that another embodiment of the present invention is provided
Flow chart.The executive agent of the based reminding method based on air quality is terminal in the present embodiment.Terminal can be mobile phone, flat board electricity
The mobile terminals such as brain, but this is not limited to, can also be other-end.Based reminding method based on air quality as shown in Figure 2
It may include following steps：
S201：Detect first air quality index in space to be monitored.
S201 is identical with the S101 in a upper embodiment in the present embodiment, specifically refers to the phase of S101 in an embodiment
Description is closed, is not repeated herein.
S202：Determine the corresponding air quality grade of first air quality index.
S202 is identical with the S202 in a upper embodiment in the present embodiment, specifically refers to the phase of S102 in an embodiment
Description is closed, is not repeated herein.
S203：Corresponding first action strategy of first air quality index is determined according to the air quality grade.
S203 is identical with S103 in a upper embodiment in the present embodiment, specifically refers to the correlation of S103 in an embodiment
Description, is not repeated herein.
Further, before S203, the based reminding method based on air quality can also include：Calculated by default classification
The sample to be tested data of user described in model analysis, determine whether the user belongs to allergic human population.
The sample to be tested data of user include the malaise symptoms information of user, for example, sneezing or having a sore throat.User's
Malaise symptoms information can be obtained by terminal monitoring or user is manually entered, and be not limited herein.Default classification is surveyed
Calculating model is used to predict allergic human population.
Terminal can analyze the characteristic vector that default training sample is included by default classification Calculating model, judge i-th
Whether individual is allergic human population, so as to carry out listener clustering to default training sample.
It is understood that the sample to be tested data of the user are analyzed by default classification Calculating model, it is determined that described
Whether user belongs to allergic human population, the step for S201, S202 order in no particular order.
Further, the sample to be tested data of the user are being analyzed by default classification Calculating model, is determining the use
Whether family belongs to before allergic human population, and the based reminding method based on air quality can also include：Using NB Algorithm primary
Exert sharp model to handle default training sample, set up the default classification Calculating model for predicting allergic human population.
Wherein, default training sample is the crowd's sample obtained after deduplication.
Everyone (element) in default training sample is converted into a characteristic vector by terminal, and analyzes default training
The characteristic vector that sample is included, judges whether the corresponding people of characteristic vector is allergic human population, to be carried out to default training sample
Listener clustering, the default classification Calculating model for predicting allergic human population is set up according to distribution characteristics.Wherein, naive Bayesian is calculated
Method Bernoulli Jacob's model is the sorting technique independently assumed based on Bayes' theorem and characteristic condition.Bayes' theorem is on random
The first theorem of event A and B conditional probability (or marginal probability).Wherein P (A | B) be in the case where B occurs A occur can
Energy property, and P (A | B)=P (B | A) * P (A)/P (B).
In the present embodiment, for predicting that the default classification Calculating model of allergic human population can be：Φ y=p (y=1),
ΦI | y=1=p (xi=1 | y=1), ΦI | y=0=p (xi=1 | y=1).Wherein, y represents the total amount of default training sample, should
Total amount is that 1, Φ y represent to give the desired value that a characteristic condition is obtained, and the desired value is that obtained probability is calculated on the right of equation.
If there is x in the sample in i-th of peopleiFor 1, if there is not x in the sample in i-th of peopleiFor 0.ΦI | y=1=p (xi=1 |
Y=1) represent that i-th of people occurs in default training sample, and i-th of Genus Homo is in the probability of allergic human population, ΦI | y=0=p
(xi=1 | y=1) represent that i-th of people occurs in default training sample, and i-th of people is not belonging to the probability of allergic human population.
Further, before S203, the based reminding method based on air quality can also include：Obtain of the user
People's information；Wherein, the personal information includes age information or history information；The user institute is determined according to the personal information
Crowd's type of category.
Terminal can determine that user belongs to children and adolescents, adult or the elderly according to the age information of terminal user；
Whether it is cardiac, respiratory disease patient or autopath that user can be determined according to history information.
S204：User is pointed out according to first action strategy.
Terminal can provide a user suggestion with according to corresponding first action strategy of the first air quality index.
For example：When the corresponding air quality grade of the first air quality index is two grades, the first air quality index is corresponding
The first action strategy for " allergic human population reduce or stop outdoor activities " when, terminal may remind the user that " current air mass
Well, only a few quite sensitive crowd reduces or stopped outdoor activities ".
When the corresponding air quality grade of the first air quality index is three-level, the first air quality index corresponding the
When one action strategy is " special population reduces or stopped outdoor activities, healthy population normal activity ", terminal may remind the user that
" present air slight pollution, special population reduce for a long time, the outdoor activities of high intensity, (suggestion shortening the outdoor exercises time with
And reduction outdoor exercises intensity), irritation, which occurs, in healthy population should reduce physical demands and outdoor activities ".
When the corresponding air quality grade of the first air quality index is level Four, the first air quality index corresponding first
When action strategy is " reduces or stop outdoor activities ", user's " avoiding long-time, the outdoor exercises of high intensity " is reminded.
When the corresponding air quality grade of the first air quality index is Pyatyi, the first air quality index corresponding the
When one action strategy is " special population stops outdoor exercises, and healthy population reduces or stopped outdoor activities "；Terminal reminds user
" children, old man, cardiac, respiratory disease patient or autopath stop outdoor exercises, and healthy population reduces outdoor
Activity ".Healthy population includes teenager, adult.
When the corresponding air quality grade of the first air quality index is six grades, the first air quality index corresponding the
When one action strategy is " healthy population and special population stop outdoor exercises ", user " children, old man, heart disease are reminded
Patient, respiratory disease patient or autopath stop outdoor exercises, and common people stop outdoor exercises ".
Further, terminal can identification terminal user corresponding crowd's type when, can also be according to the first air quality
Corresponding first action strategy of index and crowd's type belonging to terminal user remind user.
For example, when terminal user belongs to autopath (allergic human population), corresponding first action of the first air quality index
When strategy is " special population stops outdoor exercises, and healthy population reduces or stopped outdoor activities "；Terminal reminds user that " allergy is suffered from
Person stops outdoor exercises ".
It is understood that terminal can remind user by prompt message, user can also be reminded by voice mode,
User can also be reminded by other means.
For another example, when terminal user belongs to autopath, terminal by Sensor monitoring to being currently at Environmental Tobacco Smoke in Non-industrial Area of China, and
When the corresponding air quality grade of the first air quality index monitored is three-level or more, terminal recognition is current air ring
Border is poor, easily causes discomfort, and terminal can point out user " suitably trotting out, have a breath of fresh air "；When detecting at user
During time in Environmental Tobacco Smoke in Non-industrial Area of China longer (exceeding preset time threshold), user can be pointed out " food for having some clearing lung-heat more ".
S205：The second air quality index is obtained from server.
Terminal can be with calls application interface (Application Programming Interface, API), from sky
The second air quality index, the data that API provides for air quality monitoring mechanism are obtained in the server of makings amount mechanism for monitoring
Interface.
Terminal can also obtain other using web crawlers (Crawler) technology from the webserver or cloud server
The second air quality index that mechanism is monitored.Second air quality index includes the air quality index in multiple regions.Can be with
It is the air quality index or the air quality index of all parts of the country in multiple cities and towns near terminal or region, may be used also
To be air quality index all over the world.
It is understood that S205 is with S201, S202, order is performed in no particular order, and terminal can first carry out S205, then hold
Row S201, S202, S201, S205 can also be performed simultaneously, can also be first carried out S201 and be performed S202 and S205 again, can be with
S201, S202 are first carried out, then performs S205.
S206：Air quality map is set up according to second air quality index.
The environment that air quality map is used for around intuitively reflection terminal user.
S207：Second action strategy is determined according to the air quality map and first air quality index, and
The user is pointed out according to second action strategy.
When the corresponding air quality grade of the air quality index of terminal check first is the more serious rank of air pollution,
Terminal searches the air quality index region lower than the first air quality index in air quality map, so that it is determined that the second row
Dynamic strategy.Second action strategy is advantageous for the strategy of user's body health, can instruct user to leave current region, transfer
To the region found.
For example, terminal by Sensor monitoring to being currently at Environmental Tobacco Smoke in Non-industrial Area of China, and the first air quality index monitored
When corresponding air quality grade is three-level or more, terminal recognition is that current air ambient is poor, easily causes discomfort, terminal root
The park air quality index found according to air quality map near current location is lower than the first air quality index, it is determined that
Second action strategy can be " leaving current region, go park stroll nearby ", and point out user to go park stroll nearby.
Further, S207 can be specially：Crowd's type, the air quality map according to belonging to the user with
And first air quality index determines the second action strategy, and the user is pointed out according to second action strategy.
Such scheme, terminal detects first air quality index in space to be monitored；Determine that first air quality refers to
The corresponding air quality grade of number；The corresponding the first row of first air quality index is determined according to the air quality grade
Dynamic strategy；User is pointed out according to first action strategy, guidance instruction can be provided a user based on air quality data,
The health problem caused by air quality can be reduced.
Terminal targetedly provides a user what is be consistent with its crowd's type by determining crowd's type belonging to user
It is recommended that or servicing, more hommization.
Referring to Fig. 3, Fig. 3 is a kind of schematic block diagram of terminal provided in an embodiment of the present invention.Terminal can be mobile phone, put down
The mobile terminals such as plate computer, but this is not limited to, it can also be other-end, not be limited herein.The terminal 300 of the present embodiment
Including each unit be used to perform each step in the corresponding embodiments of Fig. 1, specifically refer to the corresponding implementations of Fig. 1 and Fig. 1
Associated description in example, is not repeated herein.The terminal of the present embodiment includes：Detection unit 310, the first determining unit 320, second
Determining unit 330 and Tip element 340.
Detection unit 310 is used for the first air quality index for detecting space to be monitored；
First determining unit 320 is used to determine the corresponding air quality grade of first air quality index；
Second determining unit 330 is used to determine that first air quality index is corresponding according to the air quality grade
First action strategy；
Tip element 340 is used to point out user according to first action strategy.
Such scheme, terminal detects first air quality index in space to be monitored；Determine that first air quality refers to
The corresponding air quality grade of number；The corresponding the first row of first air quality index is determined according to the air quality grade
Dynamic strategy；User is pointed out according to first action strategy, guidance instruction can be provided a user based on air quality data,
The health problem caused by air quality can be reduced.
Referring to Fig. 4, Fig. 4 is a kind of schematic block diagram for terminal that another embodiment of the present invention is provided.Terminal can be hand
The mobile terminals such as machine, tablet personal computer, but this is not limited to, it can also be other-end, not be limited herein.The end of the present embodiment
The each unit that end 400 includes is used to perform each step in the corresponding embodiments of Fig. 2, specifically refers to Fig. 2 and Fig. 2 is corresponding
Associated description in embodiment, is not repeated herein.The terminal of the present embodiment includes：Detection unit 401, the first determining unit 402,
Second determining unit 403, Tip element 404, air quality index acquiring unit 405, air quality map set up unit 406,
3rd determining unit 407, can also set up unit 408, allergic human population's determining unit 409 including model, can also include individual
Information acquisition unit 410, crowd's type determining units 411.
Detection unit 401 is used for the first air quality index for detecting space to be monitored.Detection unit 401 is by the first air
Performance figure is sent to the first determining unit 402, the 3rd determining unit 407.
First determining unit 402 is used for the first air quality index for receiving the transmission of detection unit 401, determines described first
The corresponding air quality grade of air quality index.First determining unit 402 is by the corresponding air matter of the first air quality index
Amount class information is sent to the second determining unit 403.
Second determining unit 403 is used to receive the air quality grade information that the first determining unit 402 is sent, according to described
Air quality grade determines corresponding first action strategy of first air quality index.Second determining unit 403 will be determined
First action policy information sent to Tip element 404.
Tip element 404 is used to receive the first action policy information that the second determining unit 403 is sent, and is determined according to second
First action strategy prompting user that unit 403 is determined.
Further, when terminal also sets up unit 408, allergic human population's determining unit 409 including model, model sets up unit
408 are used to handle default training sample using NB Algorithm Bernoulli Jacob model, set up for predicting allergy
The default classification Calculating model of crowd.
Further, allergic human population's determining unit 409 is used to analyze treating for the user by default classification Calculating model
Test sample notebook data, determines whether the user belongs to allergic human population.
Further, when terminal also includes personal information acquiring unit 410, crowd's type determining units 411, personal information
Acquiring unit 410 is used for the personal information for obtaining the user；Wherein, the personal information includes age information or medical history is believed
Breath；
Crowd's type determining units 411 are used for crowd's type according to belonging to the personal information determines the user
Tip element 404 is specifically for the crowd type prompts according to belonging to first action strategy and the user
User.
Air quality index acquiring unit 405 is used to obtain the second air quality index from server.Air quality index
Second air quality index is set up unit 406 to air quality map and sent by acquiring unit 405.
Air quality map sets up the second air that unit 406 is used to receive the transmission of air quality index acquiring unit 405
Performance figure, air quality map is set up according to second air quality index.Air quality map sets up unit 406 by sky
Makings quantity map information is sent to the 3rd determining unit 407.
3rd determining unit 407 is used to receive the first air quality index of the transmission of detection unit 401 and receives air
Quality map sets up the air quality cartographic information of the transmission of unit 406, according to the air quality map and first sky
Makings volume index determines the second action strategy.3rd determining unit 407 sends out the second action strategy information to Tip element 404
Send.
Tip element 404 is additionally operable to receive the second action strategy information that the 3rd determining unit 407 is sent, according to described the
Two action strategies point out the user.
Further, Tip element 404 is additionally operable to crowd's type according to belonging to the user, the air quality map
And first air quality index determines the second action strategy, and the user is pointed out according to second action strategy.
Such scheme, terminal detects first air quality index in space to be monitored；Determine that first air quality refers to
The corresponding air quality grade of number；The corresponding the first row of first air quality index is determined according to the air quality grade
Dynamic strategy；User is pointed out according to first action strategy, guidance instruction can be provided a user based on air quality data,
The health problem caused by air quality can be reduced.
Terminal targetedly provides a user what is be consistent with its crowd's type by determining crowd's type belonging to user
It is recommended that or servicing, more hommization.
Referring to Fig. 5, Fig. 5 is a kind of terminal schematic block diagram that yet another embodiment of the invention is provided.This implementation as shown in Figure 5
Terminal 500 in example can include：One or more processors 510；One or more input equipments 520, it is one or more defeated
Go out equipment 530 and memory 540.Above-mentioned processor 510, input equipment 520, output equipment 530 and memory 540 pass through bus
550 connections.
Memory 540 is instructed for storage program.
The programmed instruction that processor 510 is used to be stored according to memory 540 performs following operate：
Processor 510 is used for the first air quality index for detecting space to be monitored；
Processor 510 is additionally operable to determine the corresponding air quality grade of first air quality index；
Processor 510 is additionally operable to determine first air quality index corresponding first according to the air quality grade
Action strategy.
Processor 510 is additionally operable to point out user according to first action strategy.
Further, processor 510 is additionally operable to obtain the second air quality index from server；According to second air
Performance figure sets up air quality map；Second is determined according to the air quality map and first air quality index
Action strategy, and point out the user according to second action strategy.
Further, processor 510 is additionally operable to analyze the number of awaiting test sample of the user by default classification Calculating model
According to determining whether the user belongs to allergic human population；People's realm according to belonging to first action strategy and the user
Type points out user.
Further, processor 510 is additionally operable to using NB Algorithm Bernoulli Jacob model to default training sample
Handled, set up the default classification Calculating model for predicting allergic human population.
Further, processor 510 is additionally operable to obtain the personal information of the user；Wherein, the personal information includes
Age information or history information；For crowd's type belonging to determining the user according to the personal information；According to described
One action strategy and the crowd type prompts user belonging to the user.
Further, processor 510 be additionally operable to crowd's type according to belonging to the user, the air quality map with
And first air quality index determines the second action strategy, and the user is pointed out according to second action strategy
Such scheme, terminal detects first air quality index in space to be monitored；Determine that first air quality refers to
The corresponding air quality grade of number；The corresponding the first row of first air quality index is determined according to the air quality grade
Dynamic strategy；User is pointed out according to first action strategy, guidance instruction can be provided a user based on air quality data,
The health problem caused by air quality can be reduced.
Terminal targetedly provides a user what is be consistent with its crowd's type by determining crowd's type belonging to user
It is recommended that or servicing, more hommization.
It should be appreciated that in embodiments of the present invention, alleged processor 510 can be CPU (Central
Processing Unit, CPU), the processor can also be other general processors, digital signal processor (Digital
Signal Processor, DSP), application specific integrated circuit (Application Specific Integrated Circuit,
ASIC), ready-made programmable gate array (Field-Programmable Gate Array, FPGA) or other FPGAs
Device, discrete gate or transistor logic, discrete hardware components etc..General processor can be microprocessor or this at
It can also be any conventional processor etc. to manage device.
Input equipment 520 can include Trackpad, fingerprint adopt sensor (finger print information that is used to gathering user and fingerprint
Directional information), microphone etc., output equipment 530 can include display (LCD etc.), loudspeaker etc..
The memory 540 can include read-only storage and random access memory, and to processor 510 provide instruction and
Data.The a part of of memory 540 can also include nonvolatile RAM.For example, memory 540 can also be deposited
Store up the information of device type.
In the specific implementation, processor 510, input equipment 520, the output equipment 530 described in the embodiment of the present invention can
Perform described in the first embodiment and second embodiment of the based reminding method provided in an embodiment of the present invention based on air quality
Implementation, also can perform the embodiment of the present invention described by terminal implementation, will not be repeated here.
Those of ordinary skill in the art are it is to be appreciated that the list of each example described with reference to the embodiments described herein
Member and algorithm steps, can be realized with electronic hardware, computer software or the combination of the two, in order to clearly demonstrate hardware
With the interchangeability of software, the composition and step of each example are generally described according to function in the above description.This
A little functions are performed with hardware or software mode actually, depending on the application-specific and design constraint of technical scheme.Specially
Industry technical staff can realize described function to each specific application using distinct methods, but this realization is not
It is considered as beyond the scope of this invention.
It is apparent to those skilled in the art that, for convenience of description and succinctly, the end of foregoing description
End and the specific work process of unit, may be referred to the corresponding process in preceding method embodiment, will not be repeated here.
, can be by it in several embodiments provided herein, it should be understood that disclosed terminal and method
Its mode is realized.For example, device embodiment described above is only schematical, for example, the division of the unit, only
Only a kind of division of logic function, can there is other dividing mode when actually realizing, such as multiple units or component can be tied
Another system is closed or is desirably integrated into, or some features can be ignored, or do not perform.In addition, shown or discussed phase
Coupling or direct-coupling or communication connection between mutually can be INDIRECT COUPLING or the communication by some interfaces, device or unit
Connection or electricity, mechanical or other forms are connected.
Step in present invention method can be sequentially adjusted, merged and deleted according to actual needs.
Unit in terminal of the embodiment of the present invention can be combined, divided and deleted according to actual needs.
The unit illustrated as separating component can be or may not be it is physically separate, it is aobvious as unit
The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be selected to realize scheme of the embodiment of the present invention according to the actual needs
Purpose.
In addition, each functional unit in each embodiment of the invention can be integrated in a processing unit, can also
It is that unit is individually physically present or two or more units are integrated in a unit.It is above-mentioned integrated
Unit can both be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.
If the integrated unit is realized using in the form of SFU software functional unit and as independent production marketing or used
When, it can be stored in a computer read/write memory medium.Understood based on such, technical scheme is substantially
The part contributed in other words to prior art, or all or part of the technical scheme can be in the form of software product
Embody, the computer software product is stored in a storage medium, including some instructions are to cause a computer
Equipment (can be personal computer, server, or network equipment etc.) performs the complete of each embodiment methods described of the invention
Portion or part steps.And foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. are various can store journey
The medium of sequence code.
The foregoing is only a specific embodiment of the invention, but protection scope of the present invention is not limited thereto, any
Those familiar with the art the invention discloses technical scope in, various equivalent modifications can be readily occurred in or replaced
Change, these modifications or substitutions should be all included within the scope of the present invention.Therefore, protection scope of the present invention should be with right
It is required that protection domain be defined.
Claims (10)
1. a kind of based reminding method based on air quality, it is characterised in that the based reminding method includes：
Detect first air quality index in space to be monitored；
Determine the corresponding air quality grade of first air quality index；
Corresponding first action strategy of first air quality index is determined according to the air quality grade；
User is pointed out according to first action strategy.
2. based reminding method according to claim 1, it is characterised in that the based reminding method also includes：
The second air quality index is obtained from server；
Air quality map is set up according to second air quality index；
Second action strategy is determined according to the air quality map and first air quality index, and according to described
Two action strategies point out the user.
3. method according to claim 1 or 2, it is characterised in that the based reminding method also includes：
The sample to be tested data of the user are analyzed by default classification Calculating model, determine whether the user belongs to allergy people
Group；
It is described to point out user to include according to first action strategy：
Crowd type prompts user according to belonging to first action strategy and the user.
4. based reminding method according to claim 3, it is characterised in that described described by default classification Calculating model analysis
The sample to be tested data of user, determine whether the user belongs to before allergic human population, and methods described also includes：
Default training sample is handled using NB Algorithm Bernoulli Jacob model, set up for predicting allergic human population
The default classification Calculating model.
5. based reminding method according to claim 1 or 2, it is characterised in that the based reminding method also includes：
Obtain the personal information of the user；Wherein, the personal information includes age information or history information；
Crowd's type according to belonging to the personal information determines the user；
It is described to point out user to include according to first action strategy：
Crowd type prompts user according to belonging to first action strategy and the user.
6. a kind of terminal, it is characterised in that the terminal includes：
Detection unit, the first air quality index for detecting space to be monitored；
First determining unit, for determining the corresponding air quality grade of first air quality index；
Second determining unit, for determining the corresponding the first row of first air quality index according to the air quality grade
Dynamic strategy；
Tip element, for pointing out user according to first action strategy.
7. terminal according to claim 6, it is characterised in that the terminal also includes：
Air quality index acquiring unit, for obtaining the second air quality index from server；
Air quality map sets up unit, for setting up air quality map according to second air quality index；
3rd determining unit, for determining the second action according to the air quality map and first air quality index
Strategy；
The Tip element is additionally operable to point out the user according to second action strategy.
8. the terminal according to claim 6 or 7, it is characterised in that the terminal also includes：
Allergic human population's determining unit, the sample to be tested data for analyzing the user by default classification Calculating model, it is determined that
Whether the user belongs to allergic human population；
The Tip element is used specifically for the crowd type prompts according to belonging to first action strategy and the user
Family.
9. terminal according to claim 8, it is characterised in that the terminal also includes：
Model sets up unit, for being handled using NB Algorithm Bernoulli Jacob model default training sample, builds
Found the default classification Calculating model for predicting allergic human population.
10. the terminal according to claim 6 or 7, it is characterised in that the terminal also includes：
Personal information acquiring unit, the personal information for obtaining the user；Wherein, the personal information includes age information
Or history information；
Crowd's type determining units, for crowd's type belonging to determining the user according to the personal information.
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