CN110363453A - Distribution information method for visualizing and device - Google Patents
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- CN110363453A CN110363453A CN201810250775.2A CN201810250775A CN110363453A CN 110363453 A CN110363453 A CN 110363453A CN 201810250775 A CN201810250775 A CN 201810250775A CN 110363453 A CN110363453 A CN 110363453A
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- 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
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
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- G06Q30/00—Commerce
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Abstract
The disclosure provides a kind of distribution information method for visualizing and device.Correct-distribute order information, track and corresponding temporal information in dispatching person at the appointed time range is carried out space reflection by distribution information visualization device, to obtain the point of the correct-distribute in map space, the correct-distribute point in map space carries out clustering to obtain correct-distribute point cluster over the ground, map space is divided using correct-distribute point cluster, to obtain basis dispatching region, the boundary of the dispatching range of dispatching person is determined according to the track of dispatching person, wherein dispensing in range includes at least one corresponding basis dispatching region, and the boundary of dispatching range is presented.The information such as correct-distribute list amount and the operating time of dispatching person can additionally be presented.The disclosure can help administrative staff to visualize the information such as the dispatching range for understanding different dispatching persons, the single amount of dispatching and operating time, help to promote the efficiency of management, and then improve customer experience.
Description
Technical field
This disclosure relates to information visualization field, in particular to a kind of distribution information method for visualizing and device.
Background technique
With the increasingly raising of China's network technology popularity rate, the electronics quotient that is done shopping, traded by network, paid etc.
Business mode development is rapid.Especially in recent years, e-commerce company develops swift and violent scale and is growing, the following logistics scale
Also more huge.
The problem of dispensing last one kilometer solves to dispense personnel dependent on a line, they are commodity distribution speed and Service Quality
The guarantee of amount, and dispensing website administrative staff is to ensure the premise of dispatching efficiency to effective management of dispatching person.As order is advised
The rapid growth of mould leads to the Rapid Expansion for dispensing website and dispatching person, causes website and dispatching person dispenses the frequent change of range
Change.Dispatching website administrative staff only rely on experience at present and know or distribute that dispatching person dispenses range, and management means falls behind, Wu Fazhun
Really understand information relevant to dispatching.
Summary of the invention
The technical problem that embodiment of the disclosure solves is: can not intuitively understand distribution information.
According to the one aspect of one or more other embodiments of the present disclosure, a kind of distribution information method for visualizing is provided, is wrapped
It includes:
Correct-distribute order information, track and corresponding temporal information in dispatching person at the appointed time range is carried out space to reflect
It penetrates, to obtain the point of the correct-distribute in map space;
The correct-distribute point in map space carries out clustering over the ground, to obtain correct-distribute point cluster;
Map space is divided using correct-distribute point cluster, to obtain basis dispatching region;
The boundary of the dispatching range of dispatching person is determined according to the track of dispatching person, wherein including at least one in dispatching range
Corresponding basis dispatching region;
The boundary of dispatching range is presented.
Optionally, the above method further include:
In dispatching range, it is total to count correct-distribute list amount of the dispatching person in designated workday in each basis dispatching region
With;
Correct-distribute list amount summation is presented.
Optionally, in dispatching range, stop of the dispatching person in designated workday in each basis dispatching region is counted
Temporal summation;
It is presented using residence time summation as dispatching person in the operating time of designated workday.
Optionally, during counting residence time summation of the dispatching person in each basis dispatching region, judge whether
There are the basis dispatching regions that correct-distribute list amount is zero;
The basis dispatching region that correct-distribute list amount is zero if it exists, then by dispatching person in the basis dispatching area that correct-distribute list amount is zero
Residence time in domain rejects from operating time.
Optionally, the above method further include:
According to historical data, statistical basis dispenses correct-distribute list total amount of the region at the appointed time in section;
Correct-distribute list total amount is presented.
Optionally, the above method further include:
The history correct-distribute order in basis dispatching region is analyzed, it is inclined with the user's shopping for obtaining basis dispatching region
It is good;
User's shopping preferences in basis dispatching region are presented.
According to the other side of one or more other embodiments of the present disclosure, a kind of distribution information visualization device is provided,
Include:
Space mapping module is configured as correct-distribute order information, track and the phase in dispatching person at the appointed time range
The temporal information answered carries out space reflection, to obtain the point of the correct-distribute in map space;
Cluster Analysis module, the correct-distribute point being configured as in map space over the ground carries out clustering, to obtain correct-distribute point cluster;
Region division module is configured as dividing map space using correct-distribute point cluster, to obtain basis dispatching area
Domain;
Boundary determining module is configured as determining the boundary of the dispatching range of dispatching person according to the track of dispatching person, wherein
Dispensing in range includes at least one corresponding basis dispatching region;
Module is presented, is configured as that the boundary of dispatching range is presented.
Optionally, above-mentioned apparatus further include:
Correct-distribute list amount statistical module is configured as in dispatching range, counts dispatching person in designated workday in each base
Plinth dispenses the correct-distribute list amount summation in region;
Module is presented to be additionally configured to that correct-distribute list amount summation is presented.
Optionally, above-mentioned apparatus further include:
Time statistical module is configured as in dispatching range, and statistics dispatching person matches in designated workday on each basis
Send the residence time summation in region;
Module is presented to be additionally configured to carry out using residence time summation as dispatching person in the operating time of designated workday
It presents.
Optionally, time statistical module is additionally configured to the residence time in statistics dispatching person in each basis dispatching region
During summation, the basis dispatching region that correct-distribute list amount is zero, the basis that correct-distribute list amount is zero if it exists are judged whether there is
Region is dispensed, then is rejected dispatching person the residence time in the basis dispatching region that correct-distribute list amount is zero from operating time.
Optionally, correct-distribute list amount statistical module is additionally configured to according to historical data, and statistical basis dispenses region specified
Correct-distribute list total amount in period;
Module is presented to be additionally configured to that correct-distribute list total amount is presented.
Optionally, above-mentioned apparatus further include:
Preference statistical module is configured as analyzing the history correct-distribute order in basis dispatching region, to obtain basis
Dispense user's shopping preferences in region;
Module is presented to be additionally configured to that user's shopping preferences in basis dispatching region are presented.
According to the other side of one or more other embodiments of the present disclosure, a kind of distribution information visualization device is provided,
Include:
Memory is configured as store instruction;
Processor, is coupled to memory, and the instruction execution that processor is configured as storing based on memory is realized as above-mentioned
The method that any embodiment is related to.
According to the other side of one or more other embodiments of the present disclosure, a kind of computer readable storage medium is provided,
Wherein, computer-readable recording medium storage has computer instruction, and such as any of the above-described implementation is realized when instruction is executed by processor
The method that example is related to.
By the detailed description referring to the drawings to the exemplary embodiment of the disclosure, the other feature of the disclosure and its
Advantage will become apparent.
Detailed description of the invention
In order to illustrate more clearly of the embodiment of the present disclosure or technical solution in the prior art, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Disclosed some embodiments without any creative labor, may be used also for those of ordinary skill in the art
To obtain other drawings based on these drawings.
Fig. 1 is the exemplary process diagram of the distribution information method for visualizing of an embodiment of the present disclosure.
Fig. 2 is the schematic diagram of the correct-distribute order map maps of an embodiment of the present disclosure.
Fig. 3 is the schematic diagram in the basis dispatching region of an embodiment of the present disclosure.
Fig. 4 is that the dispatching person of an embodiment of the present disclosure dispenses the schematic diagram in region.
Fig. 5 is the exemplary block diagram of the distribution information visualization device of an embodiment of the present disclosure.
Fig. 6 is the exemplary block diagram of the distribution information visualization device of another embodiment of the disclosure.
Fig. 7 is the exemplary block diagram of the distribution information visualization device of another embodiment of the disclosure.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present disclosure, the technical solution in the embodiment of the present disclosure is carried out clear, complete
Site preparation description, it is clear that described embodiment is only disclosure a part of the embodiment, instead of all the embodiments.Below
Description only actually at least one exemplary embodiment be it is illustrative, never as to the disclosure and its application or making
Any restrictions.Based on the embodiment in the disclosure, those of ordinary skill in the art are not making creative work premise
Under every other embodiment obtained, belong to the disclosure protection range.
Unless specifically stated otherwise, positioned opposite, the digital table of the component and step that otherwise illustrate in these embodiments
Up to the unlimited the scope of the present disclosure processed of formula and numerical value.
Simultaneously, it should be appreciated that for ease of description, the size of various pieces shown in attached drawing is not according to reality
Proportionate relationship draw.
Technology, method and apparatus known to person of ordinary skill in the relevant may be not discussed in detail, but suitable
In the case of, the technology, method and apparatus should be considered as authorizing part of specification.
It is shown here and discuss all examples in, any occurrence should be construed as merely illustratively, without
It is as limitation.Therefore, the other examples of exemplary embodiment can have different values.
It should also be noted that similar label and letter indicate similar terms in following attached drawing, therefore, once a certain Xiang Yi
It is defined in a attached drawing, then in subsequent attached drawing does not need that it is further discussed.
Fig. 1 is the exemplary process diagram of the distribution information method for visualizing of an embodiment of the present disclosure.Optionally, this implementation
The method and step of example can be executed by distribution information visualization device.
Step 101, by correct-distribute order information, track and the corresponding temporal information in dispatching person at the appointed time range into
Row space reflection, to obtain the point of the correct-distribute in map space.
It optionally, can be from the track data in extraction dispatching person in data warehouse at the appointed time range.For example, can basis
It needs, extracts dispatching person 1 month, 3 months or the track data of half a year is handled.
Optionally, the portable terminal device of dispatching person (for example, PDA (Personal Digital Assistant,
Personal digital assistant) etc.) track data of dispatching person is reported to system at predetermined intervals.Track data may include dispatching
Member's coding, position longitude and latitude and timestamp (at the time of on corresponding position) information etc..
In addition, correct-distribute when dispatching person and client can also be carried out order handover by dispatching person's portable terminal device is believed
Breath is uploaded to system.Correct-distribute information may include dispatching website, station code, correct-distribute O/No., correct-distribute timestamp information etc..
What needs to be explained here is that since acquired information is mapped to a map higher-dimension by Method with Space Mapping Technique
Space itself is not the inventive point place of the disclosure, therefore is not unfolded to describe here.
Step 102, the correct-distribute point in map space carries out clustering over the ground, to obtain correct-distribute point cluster.
For example, can be handled by SPARK distributed computing technology data, order is clicked through using DBSCAN clustering algorithm
Line density cluster, to obtain multiple correct-distribute point clusters.SVM algorithm can be also further used to click through the correct-distribute after high dimensional spatial clustering
Row mark classification, to carry out subsequent processing.
It is not to be unfolded to retouch here where the inventive point of the disclosure due to data processing algorithm used above
It states.
Step 103, map space is divided using correct-distribute point cluster, to obtain basis dispatching region.
As shown in Fig. 2, by the map of the correct-distribute order mapping in some time range.By gathering to corresponding data
Class processing, so that map space is divided over the ground, to obtain multiple basis dispatchings region.As shown in figure 3, each has closure
The figure on boundary is exactly basis dispatching region.
For example, the central point that by space partitioning algorithm, can choose correct-distribute point cluster constructs Delaunay net, by higher-dimension map
Unit is dispensed based on the segmentation of space.
Step 104, the boundary of the dispatching range of dispatching person is determined according to the track of dispatching person, wherein including in dispatching range
At least one corresponding basis dispatching region.
That is, the dispatching range of dispatching person can dispense the combination in region for a series of relevant rudimentaries.As shown in figure 4, dispatching person
The dispatching range of " Chen Xiangyang " is basis dispatching region combination dark in Fig. 4.
Step 105, the boundary of dispatching range is presented.
By the way that the boundary is presented, the dispatching range of specified dispatching person can be more clearly determined.
In above-described embodiment of the distribution information method for visualizing of the disclosure, by being believed using the correct-distribute order of dispatching person
Breath and trace information carry out excavation processing, so that the visualization for obtaining the dispatching range of dispatching person is presented, it thus can be convenient for dispatching
Management
Optionally, in the above-described embodiments, in dispatching range, also statistics available dispatching person is in designated workday in each base
Plinth dispenses the correct-distribute list amount summation in region, and then correct-distribute list amount summation is presented.
For example, including 17 bases dispatching region for dispatching person " Chen Xiangyang ", in his dispatching range.Pass through
Count the correct-distribute list amount summation in the dispatching region of this 17 bases, so that it may count to the correct-distribute list amount of the dispatching person.Pass through
The correct-distribute list amount of the dispatching person is presented in visualization, so that it may easily be managed to the dispensed amounts of the dispatching person.
As shown in figure 4, correct-distribute list amount of the dispatching person " Chen Xiangyang " in one day is 103 by statistics.Administrative staff are thus
It is convenient to understand the workload of the dispatching person, this is provided convenience for follow-up management.
Optionally, in the above-described embodiments, in dispatching range, dispatching person is further counted in designated workday each
Basis dispatching region in residence time summation, and using residence time summation as dispatching person designated workday operating time
It is presented.
For example, including 17 bases dispatching region for dispatching person " Chen Xiangyang ", in his dispatching range.Pass through
Count the residence time summation in the dispatching region of this 17 bases, so that it may which accurate statistics are carried out to the working time of the dispatching person.
As shown in figure 4, operating time of the dispatching person " Chen Xiangyang " in one day is 7.5 hours by statistics.
It optionally, can also be into one during counting residence time summation of the dispatching person in each basis dispatching region
Step judges whether there is the basis dispatching region that correct-distribute list amount is zero.The basis dispatching region that correct-distribute list amount is zero if it exists, then
Dispatching person is rejected the residence time in the basis dispatching region that correct-distribute list amount is zero from operating time.
Still it is illustrated by taking dispatching person " Chen Xiangyang " as an example.It include 17 basis dispatchings in the dispatching range of the dispatching person
Region.When carrying out operating time statistics, there is no correct-distribute list amounts in one day, some basis dispatching region for discovery, and this is matched
The person of sending has 2 hours residence time in the dispatching region of the basis.Obviously, this 2 hours and it is not used for work, may is that and eats
Meal, rest or processing individual affair.In this case, it can be rejected using this 2 hours as abnormal time interval, from
And it can effectively promote operating time statistical accuracy.
Optionally, in the above-described embodiments, can also be according to historical data, statistical basis dispatching region is at the appointed time in section
Correct-distribute list total amount, and correct-distribute list total amount is presented.
For example, by analyzing historical data, to basis dispatching region each in such as promoting activities of 618 shop-establishment celebrations
Correct-distribute list amount is summarized and is presented, to be adjusted in advance to the number of dispatching person and dispatching region, so as to faster
It completes to deliver promptly, to promote user experience.
Optionally, in the above-described embodiments, also the history correct-distribute order in basis dispatching region is analyzed, to obtain base
Plinth dispenses user's shopping preferences in region, and user's shopping preferences in basis dispatching region are presented.
It is analyzed by the history correct-distribute order to specified basis dispatching region, available specified basis dispatching region
The type of merchandize and quantity information that middle user is bought, this makes it possible to obtain the shopping preferences of user.Pass through the user that will be analyzed
Shopping preferences are presented, so as to be convenient for precision marketing.
For example, the electronic product of user preference mobile phone, the tablet computer etc. on the whole in some basis dispatching region.Then
It, can be by precisely being sought during being dispensed in the dispatching person in this region when this electronic product has new product release
Pin.For example, corresponding advertisement can be puted up in distribution vehicle, phase is distributed when dispensing user's delivery items in region for the basis
Answer advertisement etc..
Fig. 5 is the exemplary block diagram of the distribution information visualization device of an embodiment of the present disclosure.As shown in figure 5, dispatching
Information visualization device includes space mapping module 51, Cluster Analysis module 52, region division module 53, boundary determining module 54
With presentation module 55.
Space mapping module 51 is configured as correct-distribute order information, track and the phase in dispatching person at the appointed time range
The temporal information answered carries out space reflection, to obtain the point of the correct-distribute in map space.
What needs to be explained here is that since acquired information is mapped to a map higher-dimension by Method with Space Mapping Technique
Space itself is not the inventive point place of the disclosure, therefore is not unfolded to describe here.
Cluster Analysis module 52 is configured as the correct-distribute point in map space over the ground and carries out clustering, to obtain correct-distribute point
Cluster.
For example, can be handled by SPARK distributed computing technology data, order is clicked through using DBSCAN clustering algorithm
Line density cluster, to obtain multiple correct-distribute point clusters.SVM algorithm can be also further used to click through the correct-distribute after high dimensional spatial clustering
Row mark classification, to carry out subsequent processing.
It is not to be unfolded to retouch here where the inventive point of the disclosure due to data processing algorithm used above
It states.
Region division module 53 is configured as dividing map space using correct-distribute point cluster, to obtain basis dispatching area
Domain.
For example, basis dispatching region can be as shown in the figure in Fig. 3 with Close edges.
Boundary determining module 54 is configured as determining the boundary of the dispatching range of dispatching person according to the track of dispatching person, wherein
Dispensing in range includes at least one corresponding basis dispatching region.
That is, the dispatching range of dispatching person can dispense the set in region for a series of relevant rudimentaries.As shown in figure 4, dispatching person
The dispatching range of " Chen Xiangyang " is basis dispatching regional ensemble dark in Fig. 4.
Module 55 is presented to be configured as that the boundary of dispatching range is presented.
By the way that the boundary is presented, the dispatching range of specified dispatching person can be more clearly determined.
In above-described embodiment of the distribution information method for visualizing of the disclosure, by being believed using the correct-distribute order of dispatching person
Breath and trace information carry out excavation processing, so that the visualization for obtaining the dispatching range of dispatching person is presented, it thus can be convenient for dispatching
Management.
Fig. 6 is the exemplary block diagram of the distribution information visualization device of another embodiment of the disclosure.Implement with shown in Fig. 5
Example is compared, and in the embodiment shown in fig. 6, distribution information visualization device further includes correct-distribute list amount statistical module 56.Wherein:
Correct-distribute list amount statistical module 56 is configured as in dispatching range, counts dispatching person in designated workday in each base
Plinth dispenses the correct-distribute list amount summation in region.
Module 55 is presented to be additionally configured to that correct-distribute list amount summation is presented.
For example, including 17 bases dispatching region for dispatching person " Chen Xiangyang ", in his dispatching range.Pass through
Count the correct-distribute list amount summation in the dispatching region of this 17 bases, so that it may know that its correct-distribute list amount in one day is 103, such as Fig. 4
It is shown.
Optionally, as shown in fig. 6, distribution information visualization device also time statistical module 57.57 quilt of time statistical module
It is configured in dispatching range, counts residence time summation of the dispatching person in designated workday in each basis dispatching region.
Present module 55 be additionally configured to using residence time summation as dispatching person designated workday operating time into
Row is presented.
For example, including 17 bases dispatching region for dispatching person " Chen Xiangyang ", in his dispatching range.Pass through
Count the residence time summation in the dispatching region of this 17 bases, so that it may which accurate statistics are carried out to the working time of the dispatching person.
As shown in figure 4, operating time of the dispatching person " Chen Xiangyang " in one day is 7.5 hours by statistics.
Optionally, time statistical module 57 is additionally configured to when counting stop of the dispatching person in each basis dispatching region
Between during summation, judge whether there is the basis dispatching region that correct-distribute list amount is zero, the base that correct-distribute list amount is zero if it exists
Plinth dispenses region, then the residence time in the basis dispatching region that correct-distribute list amount is zero is picked dispatching person from operating time
It removes.
For example, including 17 bases dispatching region in the dispatching range of dispatching person " Chen Xiangyang ".Carrying out operating time
When statistics, there is no correct-distribute list amounts in one day, some basis dispatching region for discovery, and the dispatching person dispenses region on the basis
In residence time have 2 hours.Obviously, this 2 hours and it is not used for work.In this case, this 2 hours can be made
It is rejected for abnormal time interval, so as to effectively promote operating time statistical accuracy.
Optionally, correct-distribute list amount statistical module 56 is additionally configured to according to historical data, and statistical basis dispatching region is referring to
The correct-distribute list total amount fixed time in section.
Module 55 is presented to be additionally configured to that correct-distribute list total amount is presented.
For example, by analyzing historical data, to basis dispatching region each in such as promoting activities of 618 shop-establishment celebrations
Correct-distribute list amount is summarized and is presented, to be adjusted in advance to the number of dispatching person and dispatching region, so as to faster
It completes to deliver promptly, to promote user experience.
Optionally, as shown in fig. 6, distribution information visualization device further includes preference statistical module 58.
Preference statistical module 58 is configured as analyzing the history correct-distribute order in basis dispatching region, to obtain basis
Dispense user's shopping preferences in region.
Module 55 is presented to be additionally configured to that user's shopping preferences in basis dispatching region are presented.
It is analyzed by the history correct-distribute order to specified basis dispatching region, available specified basis dispatching region
The type of merchandize and quantity information that middle user is bought, this makes it possible to obtain the shopping preferences of user.Pass through the user that will be analyzed
Shopping preferences are presented, so as to be convenient for precision marketing.
For example, the electronic product of user preference mobile phone, the tablet computer etc. on the whole in some basis dispatching region.Then
It, can be by precisely being sought during being dispensed in the dispatching person in this region when this electronic product has new product release
Pin.For example, corresponding advertisement can be puted up in distribution vehicle, phase is distributed when dispensing user's delivery items in region for the basis
Answer advertisement etc..
Fig. 7 is the exemplary block diagram of the distribution information visualization device of another embodiment of the disclosure.As shown in fig. 7, matching
Breath visualization device of delivering letters includes memory 71 and processor 72.
For storing instruction, processor 72 is coupled to memory 71 to memory 71, and processor 72 is configured as based on storage
The instruction execution of device storage realizes the method that any embodiment is related to as shown in figure 1.
As shown in fig. 7, the distribution information visualization device further includes communication interface 73, for carrying out information with other equipment
Interaction.Meanwhile the device further includes bus 74, processor 72, communication interface 73 and memory 71 complete phase by bus 74
Communication between mutually.
Memory 71 may include high speed RAM memory, can also further include nonvolatile memory (non-volatile
Memory), a for example, at least magnetic disk storage.Memory 71 is also possible to memory array.Memory 71 is also possible to be divided
Block, and block can be combined into virtual volume by certain rule.
In addition, processor 72 can be a central processor CPU, perhaps can be application-specific integrated circuit ASIC or
It is arranged to implement one or more integrated circuits of the embodiment of the present disclosure.
The disclosure also relates to a kind of computer readable storage medium, and wherein computer-readable recording medium storage has meter
The method that any embodiment is related to as shown in figure 1 is realized in the instruction of calculation machine when instruction is executed by processor.
Optionally, functional unit block described above can be implemented as executing function described by the disclosure
General processor, programmable logic controller (PLC) (Programmable Logic Controller, referred to as: PLC), digital signal
Processor (Digital Signal Processor, referred to as: DSP), specific integrated circuit (Application Specific
Integrated Circuit, referred to as: ASIC), field programmable gate array (Field-Programmable Gate Array,
Referred to as: FPGA) either other programmable logic device, discrete gate or transistor logic, discrete hardware components or its
It is any appropriately combined.
By the implementation disclosure, at least one in following beneficial effect can be obtained:
1, facilitate station field signal personnel monitoring's dispatching person's working condition, compare the workload of dispatching person;
2, it intuitively shows that dispatching person's dispatching is interregional every farther out phenomena such as, facilitates adjustment;
3, facilitate station field signal personnel to understand dispatching employee to make overlong time, throw the excessive situation of single amount, adjustment is matched in time
The dispatching range for the person of sending, or increase dispatching personnel etc.;
4, different dispatching regional historical correct-distribute list amount situations are visualized, instruct during the promoting activities such as 618 website not
With the personnel placement in dispatching region;
5, some regions can be carried out with the essence of commodity in conjunction with the merchandise news of different zones thrown in single amount and order
Standardization marketing;
Those of ordinary skill in the art will appreciate that realizing that all or part of the steps of above-described embodiment can pass through hardware
It completes, relevant hardware can also be instructed to complete by program, the program can store in a kind of computer-readable
In storage medium, storage medium mentioned above can be read-only memory, disk or CD etc..
The description of the disclosure is given for the purpose of illustration and description, and is not exhaustively or by the disclosure
It is limited to disclosed form.Many modifications and variations are obvious for the ordinary skill in the art.It selects and retouches
Embodiment is stated and be the principle and practical application in order to more preferably illustrate the disclosure, and those skilled in the art is enable to manage
The solution disclosure is to design various embodiments suitable for specific applications with various modifications.
Claims (14)
1. a kind of distribution information method for visualizing, comprising:
Correct-distribute order information, track and corresponding temporal information in dispatching person at the appointed time range is subjected to space reflection,
To obtain the point of the correct-distribute in map space;
Clustering is carried out to the correct-distribute point in the map space, to obtain correct-distribute point cluster;
The map space is divided using the correct-distribute point cluster, to obtain basis dispatching region;
The boundary of the dispatching range of the dispatching person is determined according to the track of the dispatching person, wherein including in the dispatching range
At least one corresponding basis dispatching region;
The boundary of the dispatching range is presented.
2. according to the method described in claim 1, further include:
In the dispatching range, correct-distribute list amount of the dispatching person in designated workday in each basis dispatching region is counted
Summation;
The correct-distribute list amount summation is presented.
3. according to the method described in claim 1, further include:
In the dispatching range, residence time of the dispatching person in designated workday in each basis dispatching region is counted
Summation;
It is presented using the residence time summation as the dispatching person in the operating time of designated workday.
4. according to the method described in claim 3, wherein,
During counting residence time summation of the dispatching person in each basis dispatching region, correct-distribute is judged whether there is
The basis dispatching region that single amount is zero;
The basis dispatching region that correct-distribute list amount is zero if it exists, then by the dispatching person in the basis dispatching area that correct-distribute list amount is zero
Residence time in domain rejects from the operating time.
5. according to the method described in claim 2, further include:
According to historical data, correct-distribute list total amount of the basis dispatching region at the appointed time in section is counted;
The correct-distribute list total amount is presented.
6. method according to any one of claims 1-5, further includes:
The history correct-distribute order in basis dispatching region is analyzed, to obtain user's shopping in basis dispatching region
Preference;
User's shopping preferences in basis dispatching region are presented.
7. a kind of distribution information visualization device, comprising:
Space mapping module is configured as the correct-distribute order information in dispatching person at the appointed time range, track and corresponding
Temporal information carries out space reflection, to obtain the point of the correct-distribute in map space;
Cluster Analysis module is configured as carrying out clustering to the correct-distribute point in the map space, to obtain correct-distribute point cluster;
Region division module is configured as being divided the map space using the correct-distribute point cluster, be matched with obtaining basis
Send region;
Boundary determining module is configured as determining the boundary of the dispatching range of the dispatching person according to the track of the dispatching person,
It wherein include at least one corresponding basis dispatching region in the dispatching range;
Module is presented, is configured as that the boundary of the dispatching range is presented.
8. device according to claim 7, further includes:
Correct-distribute list amount statistical module is configured as in the dispatching range, count the dispatching person in designated workday
Correct-distribute list amount summation in each basis dispatching region;
Module is presented to be additionally configured to that the correct-distribute list amount summation is presented.
9. device according to claim 7, further includes:
Time statistical module is configured as in the dispatching range, counts the dispatching person in designated workday in each base
Plinth dispenses the residence time summation in region;
Present module be additionally configured to using the residence time summation as the dispatching person designated workday operating time
It is presented.
10. device according to claim 9, wherein
Time statistical module is additionally configured to counting residence time summation of the dispatching person in each basis dispatching region
In the process, the basis dispatching region that correct-distribute list amount is zero is judged whether there is, the basis dispatching area that correct-distribute list amount is zero if it exists
The residence time in the basis dispatching region that correct-distribute list amount is zero is then picked the dispatching person in domain from the operating time
It removes.
11. device according to claim 8, wherein
Correct-distribute list amount statistical module is additionally configured to according to historical data, and statistics basis dispatching region is at the appointed time in section
Correct-distribute list total amount;
Module is presented to be additionally configured to that the correct-distribute list total amount is presented.
12. device according to any one of claims 7-11, further includes:
Preference statistical module is configured as analyzing the history correct-distribute order in basis dispatching region, described to obtain
User's shopping preferences in basis dispatching region;
Module is presented to be additionally configured to that user's shopping preferences in basis dispatching region are presented.
13. a kind of distribution information visualization device, comprising:
Memory is configured as store instruction;
Processor, is coupled to memory, and the instruction execution that processor is configured as storing based on memory realizes such as claim
The method of any one of 1-6.
14. a kind of computer readable storage medium, wherein computer-readable recording medium storage has computer instruction, instructs quilt
The method such as any one of claim 1-6 is realized when processor executes.
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