CN109685377A - Recommended method and device, electronic equipment and storage medium - Google Patents
Recommended method and device, electronic equipment and storage medium Download PDFInfo
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- CN109685377A CN109685377A CN201811607322.7A CN201811607322A CN109685377A CN 109685377 A CN109685377 A CN 109685377A CN 201811607322 A CN201811607322 A CN 201811607322A CN 109685377 A CN109685377 A CN 109685377A
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- commercial circle
- transport power
- dispatching transport
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- dispatching
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06311—Scheduling, planning or task assignment for a person or group
- G06Q10/063112—Skill-based matching of a person or a group to a task
Abstract
The present embodiments relate to intelligent scheduling technology field, a kind of recommended method and device, electronic equipment and storage medium are disclosed.This method comprises: obtaining the characteristic of dispatching transport power；The heating power grade of commercial circle is determined according to the order volume of commercial circle；Heating power grade according to the characteristic of dispatching transport power and commercial circle is that dispatching transport power recommends target commercial circle.Embodiment of the present invention is by matching dispatching transport power with the heating power grade of commercial circle, so as to more fully using dispatching resource, improve the dispatching efficiency of platform entirety.
Description
Technical field
The present invention relates to intelligent scheduling technology field, in particular to a kind of recommended method and device, electronic equipment and storage
Medium.
Background technique
In recent years, make business development of eating rapid online, it is very huge that current platform daily handles order volume, peak period
Order processing pressure it is also very big, thus the efficiency for improving intelligent dispatching system is the key that improve platform service quality.It is existing
It is usually that will dispense transport power, such as jockey or courier etc. and commercial circle are bound in technology, when jockey is in light condition, meeting
Assemble from the commercial circle that trend is bound；Alternatively, jockey finds commercial circle according to the experience of oneself.
Inventor finds the relevant technologies the prior art has at least the following problems: the order volume of different commercial circles will receive the shadow of several factors
It rings, the order volume amplitude of variation of some commercial circles is larger, existing to rely primarily on jockey and independently determine that the mode for the commercial circle gone to is unfavorable
In making full use of for dispatching resource, the dispatching efficiency of platform entirety is influenced.
Summary of the invention
Embodiment of the present invention is designed to provide a kind of recommended method and device, electronic equipment and storage medium, leads to
It crosses and matches dispatching transport power with the heating power grade of commercial circle, so as to which using dispatching resource, it is whole more fully to improve platform
The dispatching efficiency of body.
In order to solve the above technical problems, embodiments of the present invention provide a kind of recommended method, comprising:
Obtain the characteristic of dispatching transport power；
The heating power grade of commercial circle is determined according to the order volume of commercial circle；
Heating power grade according to the characteristic of the dispatching transport power and the commercial circle is that the dispatching transport power recommends target
Commercial circle.
Embodiments of the present invention additionally provide a kind of recommendation apparatus, comprising:
Module is obtained, for obtaining the characteristic of dispatching transport power；
Level determination module determines the heating power grade of commercial circle for the order volume according to commercial circle；
Recommending module, for being the dispatching according to the characteristic of the dispatching transport power and the heating power grade of the commercial circle
Transport power recommends target commercial circle.
Embodiments of the present invention additionally provide a kind of electronic equipment, comprising: memory and processor, memory storage meter
Calculation machine program, processor run the computer program to realize:
Obtain the characteristic of dispatching transport power；
The heating power grade of commercial circle is determined according to the order volume of commercial circle；
Heating power grade according to the characteristic of the dispatching transport power and the commercial circle is that the dispatching transport power recommends target
Commercial circle.
Embodiments of the present invention additionally provide a kind of storage medium, for storing computer-readable program, the calculating
Machine readable program is used to execute recommended method as described above for computer.
Embodiment of the present invention in terms of existing technologies, the heating power grade of commercial circle is determined according to the order volume of commercial circle,
And target commercial circle is recommended for dispatching transport power according to the characteristic of dispatching transport power and the heating power grade of commercial circle, so as to according to commercial circle
Order volume size and dispense transport power characteristic be dispatching transport power recommend commercial circle, it can adjust according to actual needs
The distribution of transport power is dispensed, and then is conducive to improve the utilization efficiency of dispatching resource, platform is improved and integrally dispenses efficiency.
As one embodiment, the order volume according to commercial circle determines the heating power grade of commercial circle, specifically includes: passing through machine
The order volume in the preset duration of the commercial circle is estimated in device study；The commercial circle is determined according to the order volume in the preset duration
Heating power grade.
As one embodiment, the characteristic of the dispatching transport power includes: location information and the single ability rating of back；Institute
Stating according to the characteristic of the dispatching transport power and the heating power grade of the commercial circle is that the dispatching transport power recommends target commercial circle, tool
Body includes: to filter out to be less than pre-determined distance at a distance from the dispatching transport power and the back list energy of heating power grade and the dispatching transport power
Power grade meets the commercial circle of default mapping relations as target commercial circle；The dispatching transport power is recommended into the target commercial circle.
As one embodiment, the target commercial circle includes several sub-regions；It is described to recommend the target commercial circle
The dispatching transport power, specifically includes: according to the order volume of the trade company in each subregion and the order of the target commercial circle
The pressure value of each subregion is calculated in amount；In heating power map in such a way that color is deepened with the increase of pressure value
The upper display subregion is to recommend the target commercial circle.
As one embodiment, the characteristic of the dispatching transport power further include: the portrait of the dispatching transport power；It is described to press
The mode deepened according to color with the increase of pressure value shows the subregion on heating power map to recommend the target quotient
Circle, specifically includes: determining that target recommends subregion according to the portrait of the dispatching transport power；According to color with the increase of pressure value
And the mode deepened highlights the target on heating power map and recommends subregion to recommend the target commercial circle.
As one embodiment, the portrait of the dispatching transport power includes: the preference value of subregion；It is described according to the dispatching
The portrait of transport power determines that target recommends subregion, specifically includes: the preference value of the subregion is greater than to the subregion of preset value
Recommend subregion as the target.
Detailed description of the invention
Fig. 1 is the recommended method flow chart in first embodiment according to the present invention；
Fig. 2 is the recommended method flow chart in second embodiment according to the present invention；
Fig. 3 is the recommended method schematic diagram in third embodiment according to the present invention；
Fig. 4 is the recommendation apparatus schematic diagram in the 4th embodiment according to the present invention；
Fig. 5 is the electronic devices structure schematic diagram in the 5th embodiment according to the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with attached drawing to the present invention
Each embodiment be explained in detail.However, it will be understood by those skilled in the art that in each embodiment party of the present invention
In formula, many technical details are proposed in order to make reader more fully understand the present invention.But even if without these technical details
And various changes and modifications based on the following respective embodiments, claimed technical solution of the invention also may be implemented.
The first embodiment of the present invention is related to a kind of recommended method, present embodiment can be applied to server side.Please
Refering to fig. 1, the recommended method of present embodiment includes step 101 to step 103.
Step 101: obtaining the characteristic of dispatching transport power.
Dispensing transport power includes but is not limited to jockey, courier etc..The characteristic of dispatching transport power includes but is not limited to: position
Information, carry on the back single ability rating, in the period dispensed order volume, the same day has run distance etc..Dispense the characteristic of transport power for example
It can be acquired in real time when monitoring that dispatching transport power is in light condition, it is so without being limited thereto.
Step 102: the heating power grade of commercial circle is determined according to the order volume of commercial circle.
Commercial circle is the commerce area in certain continuum, may include catering centers, office building, street etc..Under line
The dining room of many trade companies can be divided to different commercial circles.The order volume of commercial circle refers to the order volume of all trade companies in commercial circle.Its
In, the order volume of commercial circle can be obtained with real-time online.For example, monitoring that some dispatching transport power is in unloaded shape in a step 101
When state, the order volume of commercial circle is read in real time.
The heating power grade of commercial circle for example can be determining according to the difference of the order volume of different commercial circles, can also be according to associated
Other factors are determining, such as the characteristic for dispensing transport power is associated with the heating power grade of commercial circle.For example, the heat of commercial circle
Power grade can be divided into one to Pyatyi, wherein and the heating power grade of the maximum commercial circle of order volume can be level-one, and so on,
The heating power grade of the smallest commercial circle of order volume is Pyatyi.It is so without being limited thereto, as long as the temperature convenient for indicating commercial circle.
Step 103: the heating power grade according to the characteristic of dispatching transport power and commercial circle is that dispatching transport power recommends target commercial circle.
Specifically, the single ability rating of can supporting or opposing is high, has dispensed the less dispatching transport power of order volume in the period recommends heating power
The high commercial circle of grade, such as recommending heating power grade is the commercial circle of level-one, single ability rating height of supporting or opposing has dispensed order volume in the period
The commercial circle that more dispatching transport power recommends heating power grade slightly lower, such as recommending heating power grade is the commercial circle of second level, is supported or opposed
The low dispatching transport power of single ability rating recommends the junior commercial circle of heating power, such as recommendation heating power grade is three to Pyatyi quotient
Circle, it is so without being limited thereto.The back list ability that transport power dispensed similarly can also be divided into Pyatyi, wherein it is strongest to carry on the back single ability
The back list ability rating for dispensing transport power can be level-one, and so on, carry on the back the back list ability etc. of the most weak dispatching transport power of single ability
Grade is Pyatyi.When recommending target commercial circle, can also be carried out according to single ability rating identical mode corresponding with heating power grade is carried on the back
To recommend, that is, single ability rating of supporting or opposing is that the dispatching transport power recommendation heating power grade of level-one is the commercial circle of level-one, and so on, list of supporting or opposing
Ability rating is that the dispatching transport power recommendation heating power grade of Pyatyi is the commercial circle of Pyatyi.
Therefore, present embodiment determines the heating power grade of commercial circle by the order volume according to commercial circle, may thereby determine that not
Then same commercial circle is gone to match target commercial circle for the characteristics of demand of dispatching transport power according to the characteristic of dispatching transport power, from
And be that dispatching transport power recommends target commercial circle, it can actively guide scheduling dispatching transport power, Jin Erke with pressurization pressure according to platform in this way
To make full use of dispatching resource, improves platform and integrally dispense efficiency.
Second embodiment of the present invention is related to a kind of recommended method, please refers to such as Fig. 2, present embodiment includes step
201 to step 204.
Step 201: obtaining the characteristic of dispatching transport power.
Dispensing transport power includes but is not limited to jockey, courier etc..The characteristic of dispatching transport power includes but is not limited to: position
Information, carry on the back single ability rating, in the period dispensed order volume, the same day has run distance etc..Dispense the characteristic of transport power for example
It can be acquired in real time when monitoring that dispatching transport power is in light condition, it is so without being limited thereto.
Step 202: the heating power grade of commercial circle is determined according to the order volume of commercial circle.
Commercial circle is the commerce area in certain continuum, may include catering centers, office building, street etc..Under line
The dining room of many trade companies can be divided to different commercial circles.The order volume of commercial circle refers to the order volume of all trade companies in commercial circle.Its
In, the order volume of commercial circle can be obtained with real-time online.For example, monitoring that some dispatching transport power is in unloaded shape in step 201
When state, the order volume of commercial circle is read in real time.
The heating power grade of commercial circle for example can be determining according to the difference of the order volume of different commercial circles, can also be according to associated
Other factors are determining, such as the characteristic for dispensing transport power is associated with the heating power grade of commercial circle.For example, the heat of commercial circle
Power grade can be divided into one to Pyatyi, wherein and the heating power grade of the maximum commercial circle of order volume can be level-one, and so on,
The heating power grade of the smallest commercial circle of order volume is Pyatyi.It is so without being limited thereto, as long as the temperature convenient for indicating commercial circle.
It is noted that in some instances, step 202 can also estimate the preset duration of commercial circle by machine learning
Interior order volume, and determine according to the order volume in preset duration the heating power grade of commercial circle.
In practical applications, the order volume of commercial circle is continually changing, and present embodiment is may according to the future estimated
Order volume determine the heating power grade of commercial circle.Wherein, preset duration is, for example, 5~8 minutes.Preset duration can be transported according to dispatching
The duration that power reaches first pick-up point determines, such as the mean time for reaching first pick-up point is obtained according to historical data statistics
It is long, then using the duration that is averaged as preset duration.Present embodiment is not particularly limited the size of preset duration.
Those skilled in the art can establish prediction model using known machine learning algorithm, to estimate different commercial circles
Order volume when reaching preset duration.
Step 203: filtering out and be less than pre-determined distance at a distance from dispatching transport power and the back list of heating power grade and dispatching transport power
Ability rating meets the commercial circle of default mapping relations as target commercial circle.
Wherein, different pre-determined distances can be respectively set in different commercial circles, and pre-determined distance is it is also contemplated that multiple quotient
The location distribution situation of circle.For example, the lesser commercial circle of region area, pre-determined distance is smaller, the biggish commercial circle of region area,
Pre-determined distance is larger.It, can be appropriate when the lesser commercial circle of region area is adjoined or encircled when region area biggish commercial circle
The corresponding pre-determined distance in the lesser commercial circle of region area is tuned up, so that can also be adjusted positioned at the dispatching transport power for closing on commercial circle
In degree to the lesser commercial circle of the region area.Present embodiment does not do specifically the set-up mode and size of pre-determined distance
Limitation.In present embodiment, mapping relations between the single ability rating of the back of the heating power grade of commercial circle and dispatching transport power can be with are as follows:
Recommended according to single ability rating identical mode corresponding with heating power grade is carried on the back, that is, single ability rating of supporting or opposing is the dispatching of level-one
It is the commercial circle of level-one that transport power, which recommends heating power grade, and so on, single ability rating of supporting or opposing is that the dispatching transport power of Pyatyi recommends heating power
Grade is the commercial circle of Pyatyi.It is so without being limited thereto.
For example, when detecting that some dispatching transport power is in light condition, recommending target quotient for the dispatching transport power
When circle, it can first compare whether the distance between the dispatching transport power and the commercial circle near it are less than pre-determined distance respectively, if being less than
Pre-determined distance is further continued for filtering out the matched commercial circle of back list ability rating of heating power grade and the dispatching transport power as target quotient
Circle.For example, if some jockey is in light condition, detect that the distance between the jockey and three neighbouring commercial circles are small
In corresponding pre-determined distance, then heating power grade and the matched commercial circle of the jockey, such as the back list ability of the jockey are further detected
Grade is level-one, and detects that the heating power grade of three commercial circles is respectively level-one, three-level and level Four, therefore can be to the jockey
Recommending heating power grade is the commercial circle of level-one.It should be noted that ratio of the present embodiment for pre-determined distance and mapping relations
To being sequentially not particularly limited.In practical applications, it if the heating power grade of the commercial circle near dispatching transport power is three-level, and dispenses
When the back list ability rating of transport power is level-one, then can recommend to dispatching transport power in history heating power grade be averaged highest commercial circle conduct
Target commercial circle.
Step 204: dispatching transport power is recommended into target commercial circle.
For example, can be to the message of dispatching transport power held terminal push target commercial circle, message can be voice messaging, short message
Breath etc..Alternatively, can also be at the interface APP of dispatching the held terminal of transport power, such as target commercial circle is identified on map interface.This implementation
Mode is not specifically limited this.
Present embodiment takes into account distance and carries on the back single ability rating on the basis of aforementioned embodiments, so as to
It is relatively reasonable to dispense transport power recommended distance, and the more matched commercial circle of characteristics of demand, to be conducive to further increase dispatching effect
Rate.
Third embodiment of the present invention is related to a kind of recommended method, referring to Fig. 3, the recommended method packet of present embodiment
Step 301 is included to step 305.
Step 301: obtaining the characteristic of dispatching transport power.
Step 302: the heating power grade of commercial circle is determined according to the order volume of commercial circle.
Step 303: filtering out and be less than pre-determined distance at a distance from dispatching transport power and the back list of heating power grade and dispatching transport power
Ability rating meets the commercial circle of default mapping relations as target commercial circle.
Wherein, step 301 to step 303 can be with reference to the step 201 in second embodiment to step 203, herein not
It repeats again.
Step 304: each son is calculated according to the order volume of the order volume of the trade company in all subregion and target commercial circle
The pressure value in region.
Wherein, commercial circle may include several sub-regions, and each subregion may include several trade companies, all subregion
The quantity of trade company for example can be one, be also possible to more families, such as five, present embodiment is for the trade company in subregion
Quantity is not particularly limited.In addition, the quantity of the subregion of commercial circle can be two or more, such as four sub-regions, this reality
Mode is applied to be not particularly limited the quantity of subregion in commercial circle.
The pressure value of subregion can be equal to the order volume of all trade companies in the subregion and the blanket order of target commercial circle
The ratio of amount, such as can adopt and be expressed as a percentage, it is so without being limited thereto.
Step 305: shown on heating power map in such a way that color is deepened with the increase of pressure value subregion with
Recommend target commercial circle.
Order volume i.e. in certain sub-regions is bigger, then the color of the subregion is deeper, on the contrary then more shallow, so as to more
The distribution situation of order is clearly shown to dispatching transport power.
Specifically, in step 305, the depth levels of color can be divided into five grades, and the color of five grades
Gradually deepen.Wherein, when the pressure value of subregion is greater than 0 and is less than or equal to 0.2, the depth levels of the color of display are one
Grade, when the pressure value of subregion is greater than 0.2 and is less than or equal to 0.4, the depth levels of the color of display are second level, with such
It pushes away, when the pressure value of subregion is greater than 0.8, the depth levels of the color of display are Pyatyi.It is so without being limited thereto.
It in practical applications, can be according to the face of pressure value real-time display all subregion in heating power map of all subregion
Color.It is so without being limited thereto.In some instances, can also be for dispatching transport power the characteristics of, the Indivitual display mesh in heating power map
Mark commercial circle.For example, the characteristic for dispensing transport power can also include: the portrait for dispensing transport power.Specifically, transport power is dispensed
Portrait may include: the preference value of subregion, so without being limited thereto, and the portrait for dispensing transport power can also include the year of dispatching transport power
Other attributes of age, new jockey or old jockey etc., details are not described herein again.
Step 305 shown on heating power map in such a way that color is deepened with the increase of pressure value subregion with
Recommend target commercial circle to specifically include: determining that target recommends subregion according to the portrait of dispatching transport power, according to color with pressure value
Increase and the mode deepened highlights target on heating power map and recommends subregion to recommend target commercial circle.Highlight mesh
Mark recommends subregion to can be other subregions (i.e. non-targeted recommendation subregion) in not displaying target commercial circle, is so not limited to
This.Wherein, it determines that target recommends subregion according to the portrait of dispatching transport power, specifically includes: the preference value of subregion being greater than pre-
If the subregion of value recommends subregion as target.It is so without being limited thereto.In this way, can only show what dispatching transport power was most possibly gone
Subregion, so as to more accurately reference dispatching transport power.
Present embodiment recommends target quotient to dispatching transport power by way of heating power map compared with aforementioned embodiments
Circle, can more easily guide dispatching transport power, in addition, can more accurately guide and match by showing target commercial circle personalizedly
Transport power is sent, and then can be further improved the utilization rate of dispatching resource.
4th embodiment of the invention is related to a kind of recommendation apparatus, referring to Fig. 4, the recommendation apparatus of present embodiment
400 include:
Module 401 is obtained, for obtaining the characteristic of dispatching transport power.
Dispensing transport power includes but is not limited to jockey, courier etc..The characteristic of dispatching transport power includes but is not limited to: position
Information, carry on the back single ability rating, in the period dispensed order volume, the same day has run distance etc..Dispense the characteristic of transport power for example
It can be acquired in real time when monitoring that dispatching transport power is in light condition, it is so without being limited thereto.
Level determination module 402 determines the heating power grade of commercial circle for the order volume according to commercial circle.
Commercial circle is the commerce area in certain continuum, may include catering centers, office building, street etc..Under line
The dining room of many trade companies can be divided to different commercial circles.The order volume of commercial circle refers to the order volume of all trade companies in commercial circle.Its
In, the order volume of commercial circle can be obtained with real-time online.For example, monitoring that some dispatching transport power is in unloaded shape in a step 101
When state, the order volume of commercial circle is read in real time.
The heating power grade of commercial circle for example can be determining according to the difference of the order volume of different commercial circles, can also be according to associated
Other factors are determining, such as the characteristic for dispensing transport power is associated with the heating power grade of commercial circle.For example, the heat of commercial circle
Power grade can be divided into one to Pyatyi, wherein and the heating power grade of the maximum commercial circle of order volume can be level-one, and so on,
The heating power grade of the smallest commercial circle of order volume is Pyatyi.It is so without being limited thereto, as long as the temperature convenient for indicating commercial circle.
In some instances, level determination module 402 can be also used for the preset duration that commercial circle is estimated by machine learning
Interior order volume, and determine according to the order volume in preset duration the heating power grade of commercial circle.Specifically, in practical applications, quotient
The order volume of circle be it is continually changing, present embodiment is the heating power etc. that commercial circle is determined according to the future possible order volume estimated
Grade.Wherein, preset duration is, for example, 5~8 minutes.Preset duration can reach the duration of first pick-up point according to dispatching transport power
Determine, for example, according to historical data statistics obtain reach first pick-up point average duration, then using this be averaged duration as
Preset duration.Present embodiment is not particularly limited the size of preset duration.Those skilled in the art can be using known
Machine learning algorithm establish prediction model, to estimate order volume of the different commercial circles when reaching preset duration.
Recommending module 403, for being that dispatching transport power is recommended according to the characteristic of dispatching transport power and the heating power grade of commercial circle
Target commercial circle.
Specifically, the single ability rating of can supporting or opposing is high, has dispensed the less dispatching transport power of order volume in the period recommends heating power
The high commercial circle of grade, such as recommending heating power grade is the commercial circle of level-one, single ability rating height of supporting or opposing has dispensed order volume in the period
The commercial circle that more dispatching transport power recommends heating power grade slightly lower, such as recommending heating power grade is the commercial circle of second level, is supported or opposed
The low dispatching transport power of single ability rating recommends the junior commercial circle of heating power, such as recommendation heating power grade is three to Pyatyi quotient
Circle, it is so without being limited thereto.The back list ability that transport power dispensed similarly can also be divided into Pyatyi, wherein it is strongest to carry on the back single ability
The back list ability rating for dispensing transport power can be level-one, and so on, carry on the back the back list ability etc. of the most weak dispatching transport power of single ability
Grade is Pyatyi.When recommending target commercial circle, can also be carried out according to single ability rating identical mode corresponding with heating power grade is carried on the back
To recommend, that is, single ability rating of supporting or opposing is that the dispatching transport power recommendation heating power grade of level-one is the commercial circle of level-one, and so on, list of supporting or opposing
Ability rating is that the dispatching transport power recommendation heating power grade of Pyatyi is the commercial circle of Pyatyi.
In one example, recommending module 403 can be used for filtering out with dispatching transport power at a distance from be less than pre-determined distance and
The single ability rating of back of heating power grade and dispatching transport power meets the commercial circle of default mapping relations as target commercial circle, and by target quotient
Circle recommends the dispatching transport power.
Wherein, different pre-determined distances can be respectively set in different commercial circles, and pre-determined distance is it is also contemplated that multiple quotient
The location distribution situation of circle.For example, the lesser commercial circle of region area, pre-determined distance is smaller, the biggish commercial circle of region area,
Pre-determined distance is larger.It, can be appropriate when the lesser commercial circle of region area is adjoined or encircled when region area biggish commercial circle
The corresponding pre-determined distance in the lesser commercial circle of region area is tuned up, so that can also be adjusted positioned at the dispatching transport power for closing on commercial circle
In degree to the lesser commercial circle of the region area.Present embodiment does not do specifically the set-up mode and size of pre-determined distance
Limitation.In present embodiment, mapping relations between the single ability rating of the back of the heating power grade of commercial circle and dispatching transport power can be with are as follows:
Recommended according to single ability rating identical mode corresponding with heating power grade is carried on the back, that is, single ability rating of supporting or opposing is the dispatching of level-one
It is the commercial circle of level-one that transport power, which recommends heating power grade, and so on, single ability rating of supporting or opposing is that the dispatching transport power of Pyatyi recommends heating power
Grade is the commercial circle of Pyatyi.It is so without being limited thereto.
For example, when detecting that some dispatching transport power is in light condition, recommending target quotient for the dispatching transport power
When circle, it can first compare whether the distance between the dispatching transport power and the commercial circle near it are less than pre-determined distance respectively, if being less than
Pre-determined distance is further continued for filtering out the matched commercial circle of back list ability rating of heating power grade and the dispatching transport power as target quotient
Circle.For example, if some jockey is in light condition, detect that the distance between the jockey and three neighbouring commercial circles are small
In corresponding pre-determined distance, then heating power grade and the matched commercial circle of the jockey, such as the back list ability of the jockey are further detected
Grade is level-one, and detects that the heating power grade of three commercial circles is respectively level-one, three-level and level Four, therefore can be to the jockey
Recommending heating power grade is the commercial circle of level-one.It should be noted that ratio of the present embodiment for pre-determined distance and mapping relations
To being sequentially not particularly limited.In practical applications, it if the heating power grade of the commercial circle near dispatching transport power is three-level, and dispenses
When the back list ability rating of transport power is level-one, then can recommend to dispatching transport power in history heating power grade be averaged highest commercial circle conduct
Target commercial circle.
In some instances, recommending module 403 can be also used for the order volume and mesh according to the trade company in all subregion
The pressure value of all subregion is calculated in the order volume of mark commercial circle, and in such a way that color is deepened with the increase of pressure value
Subregion is shown on heating power map to recommend target commercial circle.
Specifically, wherein commercial circle may include several sub-regions, and each subregion may include several trade companies, respectively
The quantity of the trade company of subregion for example can be one, be also possible to more families, such as five, present embodiment is in subregion
The quantity of trade company be not particularly limited.In addition, the quantity of the subregion of commercial circle can be two or more, such as four sub-districts
Domain, present embodiment are not particularly limited the quantity of subregion in commercial circle.
The pressure value of subregion can be equal to the order volume of all trade companies in the subregion and the blanket order of target commercial circle
The ratio of amount, such as can adopt and be expressed as a percentage, it is so without being limited thereto.
Therefore, subregion is shown to recommend on heating power map in such a way that color is deepened with the increase of pressure value
When target commercial circle, the order volume in certain sub-regions is bigger, then the color of the subregion is deeper, on the contrary then more shallow, so as to
The distribution situation of order is more clearly shown to dispatching transport power.
Specifically, the depth levels of color can be divided into five grades, and the face of five grades by recommending module 403
Color is gradually deepened.Wherein, when the pressure value of subregion is greater than 0 and is less than or equal to 0.2, the depth levels of the color of display are
Level-one, when the pressure value of subregion is greater than 0.2 and is less than or equal to 0.4, the depth levels of the color of display are second level, with this
Analogize, when the pressure value of subregion is greater than 0.8, the depth levels of the color of display are Pyatyi.It is so without being limited thereto.
It in practical applications, can be according to the face of pressure value real-time display all subregion in heating power map of all subregion
Color.It is so without being limited thereto.In some instances, can also be for dispatching transport power the characteristics of, the Indivitual display mesh in heating power map
Mark commercial circle.For example, the characteristic for dispensing transport power can also include: the portrait for dispensing transport power.Specifically, transport power is dispensed
Portrait may include: the preference value of subregion, so without being limited thereto, and the portrait for dispensing transport power can also include the year of dispatching transport power
Other attributes of age, new jockey or old jockey etc., details are not described herein again.
Recommending module 403 can be also used for: determine that target recommends subregion according to the portrait of dispatching transport power, and according to color
The mode deepened with the increase of pressure value highlights each target on heating power map and recommends subregion to recommend target quotient
Circle.Specifically, the subregion that the preference value of subregion can be greater than preset value by recommending module 403 recommends sub-district as target
Domain.It is so without being limited thereto.In this way, the subregion that dispatching transport power is most possibly gone can only be shown, so as to more accurately quote
Dispense transport power.
The recommendation apparatus of present embodiment determines the heating power grade of commercial circle by the order volume according to commercial circle, so as to true
Then fixed different commercial circle is gone to match target quotient for the characteristics of demand of dispatching transport power according to the characteristic of dispatching transport power
Circle, thus recommend target commercial circle, pressurization pressure actively guidance scheduling dispatching transport power can be matched according to platform in this way for dispatching transport power, into
And dispatching resource can be made full use of, it improves platform and integrally dispenses efficiency.Also, it can also be by way of heating power map to matching
It send transport power to recommend target commercial circle, can more easily guide dispatching transport power, in addition, by showing target commercial circle, energy personalizedly
Enough more accurately guidance dispatching transport power, and then can be further improved the utilization rate of dispatching resource.
5th embodiment of the invention is related to a kind of electronic equipment.The electronic equipment of present embodiment can be independent
Server is also possible to server zone.As shown in figure 5, the electronic equipment includes memory 502 and processor 501；
Wherein, the memory 502 is stored with the instruction that can be executed by least one described processor 501, described instruction
It is executed by least one described processor 501 to realize:
Obtain the characteristic of dispatching transport power；
The heating power grade of commercial circle is determined according to the order volume of commercial circle；And
Heating power grade according to the characteristic of dispatching transport power and the commercial circle is that dispatching transport power recommends target commercial circle.
One or more processors 501 and memory 502, in Fig. 5 by taking a processor 501 as an example.Processor 501,
Memory 502 can be connected by bus or other modes, in Fig. 5 for being connected by bus.Memory 502 is used as one
Kind non-volatile computer readable storage medium storing program for executing, it is executable to can be used for storing non-volatile software program, non-volatile computer
Program and module.Non-volatile software program, instruction and the mould that processor 501 is stored in memory 502 by operation
Block realizes above-mentioned recommended method thereby executing the various function application and data processing of equipment.
Memory 502 may include storing program area and storage data area, wherein storing program area can store operation system
Application program required for system, at least one function.In addition, memory 502 may include high-speed random access memory, may be used also
To include nonvolatile memory, a for example, at least disk memory, flush memory device or the storage of other nonvolatile solid states
Device.In some embodiments, it includes the memory remotely located relative to processor 501 that memory 502 is optional, these are remote
Journey memory can pass through network connection to external equipment.The example of above-mentioned network includes but is not limited to internet, enterprises
Net, local area network, mobile radio communication and combinations thereof.
One or more module is stored in memory 502, when being executed by one or more processor 501, is held
Recommended method in the above-mentioned any means embodiment of row.
Above equipment can be performed embodiment of the present invention provided by method, have the corresponding functional module of execution method and
Beneficial effect, the not technical detail of detailed description in the present embodiment, reference can be made to method provided by embodiment of the present invention.
Present embodiment determines the heating power grade of commercial circle by the order volume according to commercial circle, may thereby determine that different quotient
Enclose for dispense transport power characteristics of demand, then according to dispatching transport power characteristic go to match target commercial circle, thus for
Transport power is sent to recommend target commercial circle, can actively guide scheduling dispatching transport power with pressurization pressure according to platform in this way, and then can be abundant
Using dispatching resource, improves platform and integrally dispense efficiency.Also, it can also be recommended by way of heating power map to dispatching transport power
Target commercial circle can more easily guide dispatching transport power, in addition, by showing target commercial circle personalizedly, it can be more accurately
Guidance dispatching transport power, and then can be further improved the utilization rate of dispatching resource.
Sixth embodiment of the invention is related to a kind of non-volatile memory medium, for storing computer-readable program,
The computer-readable program is used to execute above-mentioned all or part of embodiment of the method for computer.
That is, it will be understood by those skilled in the art that implement the method for the above embodiments be can be with
Relevant hardware is instructed to complete by program, which is stored in a storage medium, including some instructions are to make
It obtains an equipment (can be single-chip microcontroller, chip etc.) or processor (processor) executes side described in each embodiment of the present invention
The all or part of the steps of method.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. are various can store journey
The medium of sequence code.
It will be understood by those skilled in the art that the respective embodiments described above are to realize specific embodiments of the present invention,
And in practical applications, can to it, various changes can be made in the form and details, without departing from the spirit and scope of the present invention.
The embodiment of the present application discloses a kind of recommended method of A1., comprising:
Obtain the characteristic of dispatching transport power；
The heating power grade of commercial circle is determined according to the order volume of commercial circle；
Heating power grade according to the characteristic of the dispatching transport power and the commercial circle is that the dispatching transport power recommends target
Commercial circle.
A2. recommended method as described in a1, the order volume according to commercial circle determine the heating power grade of commercial circle, specific to wrap
It includes:
The order volume in the preset duration of the commercial circle is estimated by machine learning；
The heating power grade of the commercial circle is determined according to the order volume in the preset duration.
A3. recommended method as described in a1, the characteristic of the dispatching transport power include: location information and the single ability of back
Grade；
The heating power grade according to the characteristic for dispensing transport power and the commercial circle is dispatching transport power recommendation
Target commercial circle, specifically includes:
It filters out and is less than pre-determined distance at a distance from the dispatching transport power and the back list of heating power grade and the dispatching transport power
Ability rating meets the commercial circle of default mapping relations as target commercial circle；
The dispatching transport power is recommended into the target commercial circle.
A4. the recommended method as described in A3, the target commercial circle include several sub-regions；
It is described that the dispatching transport power is recommended into the target commercial circle, it specifically includes:
Each institute is calculated according to the order volume of the order volume of the trade company in each subregion and the target commercial circle
State the pressure value of subregion；
Show the subregion to recommend on heating power map in such a way that color is deepened with the increase of pressure value
The target commercial circle.
A5. the recommended method as described in A4, the characteristic of the dispatching transport power further include: the picture of the dispatching transport power
Picture；
It is described shown on heating power map in such a way that color is deepened with the increase of pressure value the subregion with
Recommend the target commercial circle, specifically include:
Determine that target recommends subregion according to the portrait of the dispatching transport power；
The target is highlighted on heating power map in such a way that color is deepened with the increase of pressure value to recommend
Subregion is to recommend the target commercial circle.
A6. the portrait of recommended method as described in a5, the dispatching transport power includes: the preference value of subregion；
The portrait according to the dispatching transport power determines that target recommends subregion, specifically includes:
The subregion that the preference value of the subregion is greater than preset value is recommended into subregion as the target.
The embodiment of the present application also discloses a kind of recommendation apparatus of B1., includes:
Module is obtained, for obtaining the characteristic of dispatching transport power；
Level determination module determines the heating power grade of commercial circle for the order volume according to commercial circle；
Recommending module, for being the dispatching according to the characteristic of the dispatching transport power and the heating power grade of the commercial circle
Transport power recommends target commercial circle.
B2. the recommendation apparatus as described in B1, the level determination module are specifically used for estimating the quotient by machine learning
Order volume in the preset duration of circle；
The heating power grade of the commercial circle is determined according to the order volume in the preset duration.
B3. the recommendation apparatus as described in B1, the characteristic of the dispatching transport power include: location information and the single ability of back
Grade；
The recommending module, is specifically used for:
It filters out and is less than pre-determined distance at a distance from the dispatching transport power and the back list of heating power grade and the dispatching transport power
Ability rating meets the commercial circle of default mapping relations as target commercial circle；
The dispatching transport power is recommended into the target commercial circle.
B4. the recommendation apparatus as described in B3, the target commercial circle include several sub-regions；
The recommending module, is specifically used for:
Each institute is calculated according to the order volume of the order volume of the trade company in each subregion and the target commercial circle
State the pressure value of subregion；
Show the subregion to recommend on heating power map in such a way that color is deepened with the increase of pressure value
The target commercial circle.
B5. the recommendation apparatus as described in B4, the characteristic of the dispatching transport power further include: the picture of the dispatching transport power
Picture；
The recommending module, is specifically used for:
Determine that target recommends subregion according to the portrait of the dispatching transport power；
The target is highlighted on heating power map in such a way that color is deepened with the increase of pressure value to recommend
Subregion is to recommend the target commercial circle.
B6. the portrait of the recommendation apparatus as described in B5, the dispatching transport power includes: the preference value of subregion；
The recommending module, is specifically used for:
The subregion that the preference value of the subregion is greater than preset value is recommended into subregion as the target.
The embodiment of the present application also discloses C1. a kind of electronic equipment, comprising: memory and processor, memory storage meter
Calculation machine program, processor run the computer program to realize:
Obtain the characteristic of dispatching transport power；
The heating power grade of commercial circle is determined according to the order volume of commercial circle；
Heating power grade according to the characteristic of the dispatching transport power and the commercial circle is that the dispatching transport power recommends target
Commercial circle.
C2. the electronic equipment as described in C1, the processor are also used to execute the recommendation as described in any one of A2 to A6
Method.
The embodiment of the present application also discloses a kind of storage medium of D1., for storing computer-readable program, the computer
Readable program is used to execute the recommended method as described in any one of A1 to A6 for computer.
Claims (10)
1. a kind of recommended method characterized by comprising
Obtain the characteristic of dispatching transport power；
The heating power grade of commercial circle is determined according to the order volume of commercial circle；
Heating power grade according to the characteristic of the dispatching transport power and the commercial circle is that the dispatching transport power recommends target commercial circle.
2. recommended method according to claim 1, which is characterized in that the order volume according to commercial circle determines the heat of commercial circle
Power grade, specifically includes:
The order volume in the preset duration of the commercial circle is estimated by machine learning；
The heating power grade of the commercial circle is determined according to the order volume in the preset duration.
3. recommended method according to claim 1, which is characterized in that the characteristic of the dispatching transport power includes: position
Information and the single ability rating of back；
It is described that target is recommended for the dispatching transport power according to the characteristic of the dispatching transport power and the heating power grade of the commercial circle
Commercial circle specifically includes:
It filters out and is less than pre-determined distance at a distance from the dispatching transport power and the back list ability of heating power grade and the dispatching transport power
Grade meets the commercial circle of default mapping relations as target commercial circle；
The dispatching transport power is recommended into the target commercial circle.
4. recommended method according to claim 3, which is characterized in that the target commercial circle includes several sub-regions；
It is described that the dispatching transport power is recommended into the target commercial circle, it specifically includes:
Each son is calculated according to the order volume of the order volume of the trade company in each subregion and the target commercial circle
The pressure value in region；
It is described to recommend to show the subregion on heating power map in such a way that color is deepened with the increase of pressure value
Target commercial circle.
5. recommended method according to claim 4, which is characterized in that the characteristic of the dispatching transport power further include: institute
State the portrait of dispatching transport power；
It is described to show the subregion to recommend on heating power map in such a way that color is deepened with the increase of pressure value
The target commercial circle, specifically includes:
Determine that target recommends subregion according to the portrait of the dispatching transport power；
The target is highlighted on heating power map in such a way that color is deepened with the increase of pressure value and recommends sub-district
Domain is to recommend the target commercial circle.
6. recommended method according to claim 5, which is characterized in that the portrait of the dispatching transport power includes: subregion
Preference value；
The portrait according to the dispatching transport power determines that target recommends subregion, specifically includes:
The subregion that the preference value of the subregion is greater than preset value is recommended into subregion as the target.
7. a kind of recommendation apparatus characterized by comprising
Module is obtained, for obtaining the characteristic of dispatching transport power；
Level determination module determines the heating power grade of commercial circle for the order volume according to commercial circle；
Recommending module, for being the dispatching transport power according to the characteristic of the dispatching transport power and the heating power grade of the commercial circle
Recommend target commercial circle.
8. a kind of electronic equipment characterized by comprising memory and processor, memory store computer program, processor
The computer program is run to realize:
Obtain the characteristic of dispatching transport power；
The heating power grade of commercial circle is determined according to the order volume of commercial circle；
Heating power grade according to the characteristic of the dispatching transport power and the commercial circle is that the dispatching transport power recommends target commercial circle.
9. electronic equipment according to claim 8, which is characterized in that the processor is also used to execute such as claim 2
To recommended method described in any one of 6.
10. a kind of storage medium, which is characterized in that for storing computer-readable program, the computer-readable program is used for
Such as recommended method described in any one of claims 1 to 6 is executed for computer.
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| CN201811607322.7A CN109685377A (en) | 2018-12-27 | 2018-12-27 | Recommended method and device, electronic equipment and storage medium |
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