CN109377272A - A kind of the determination method, apparatus and system of abnormal dining link - Google Patents
A kind of the determination method, apparatus and system of abnormal dining link Download PDFInfo
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- CN109377272A CN109377272A CN201811157982.XA CN201811157982A CN109377272A CN 109377272 A CN109377272 A CN 109377272A CN 201811157982 A CN201811157982 A CN 201811157982A CN 109377272 A CN109377272 A CN 109377272A
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Abstract
The application disclose a kind of abnormal dining link determination method and a kind of determination apparatus and system of abnormal dining link.The determination method of the abnormal dining link includes: the time data of the second businessman dining link in the time data of the first businessman dining link and the History Order data of the second businessman in the History Order data for obtain the first businessman to be analyzed, the time data of the time data of first businessman dining link and the second businessman dining link are compared, determine the abnormal dining link of the first businessman.Using the determination method of abnormal dining link provided by the present application, defect present in each dining link can be found in time, to improve the business efficiency of businessman by the big data analysis to same type businessman.
Description
Technical field
This application involves big data analysis application fields, and in particular to a kind of determination method, apparatus of abnormal dining link
And system.
Background technique
Currently, the management mode of prior restaurant industry, there are many drawbacks, such as business efficiency are low, management mode is thick
It puts, loophole present in business process etc. can not be checked oneself in time.Therefore, the management state foundation for how being directed to catering industry has
The problem of targetedly big data analysis, accurate discovery is managed, business efficiency is quickly improved, for art technology
It is a technical problem urgently to be solved for personnel.Along with the fast development of network technology, especially big data analysis skill
The extensive use of art, more and more catering industries start based on management data and carry out big data analysis, summarize a large amount of food and drink rows
Important support of the management data of industry as big data performance analysis, go into seriously management data behind rule and there are the problem of,
Objectively analysis and judgement further are made to the management state of catering industry, to improve businessman to a certain extent
Business efficiency.
Currently, the big data analysis scheme generallyd use is all History Order data by summarizing same type businessman
Comprehensive analysis is carried out, the problem of being easy to appear in discovery operation.Although the program can improve the warp of businessman to a certain extent
Efficiency is sought, but it is relatively general for the big data analysis process of the management state of catering industry, lack specific aim, leads
Cause the problem of searching not accurate enough, it is limited to the management state improvement of businessman.
Summary of the invention
The application provides the determination method, apparatus and system of a kind of abnormal dining link, is being passed through with accurately positioning businessman
The problem of battalion's process, is to effectively improve the management state of businessman.In addition the application provides a kind of abnormal dining ring
The electronic equipment and storage equipment of the determination of section.
A kind of determination method of abnormal dining link provided by the present application, comprising:
Obtain History Order data to be analyzed, the History Order data include the first businessman History Order data and
The History Order data of second businessman；
Obtain the time data of the first businessman dining link in the History Order data of first businessman；
Obtain the time data of the second businessman dining link in the History Order data of second businessman；
The time data of the time data of first businessman dining link and second businessman dining link are carried out
Analysis is compared, determines the abnormal dining link of first businessman.
Optionally, the History Order data of first businessman include the first businessman first dining link it is multiple when
Between data；
The time data of the first businessman dining link in the History Order data for obtaining first businessman, packet
It includes:
Multiple time data of the first dining link are obtained from the History Order data of first businessman；
Calculate the average time data of multiple time data of the first dining link；
Using the average time data as the time data of the first dining link；
Wherein, the time data of the first businessman dining link include the time data of the first dining link.
Optionally, the History Order data of first businessman include the first businessman first dining link it is multiple when
Between data；
The time data of the first businessman dining link in the History Order data for obtaining first businessman, packet
It includes:
Multiple time data of the first dining link are obtained from the History Order data of first businessman；
Calculate the average time data of multiple time data of the first dining link；
The average time data are determined as to the time data of the first dining link；
According to the History Order data of first businessman, the obtaining the first dining link of the first businessman of the task is completed
Quantity；
According to the task quantity performed of the time data of the first dining link and the first dining link, determine
First businessman completes the time data of each task in the first dining link；
Wherein, the time data of the first businessman dining link include first businessman in the first dining ring
The time data of each task are completed in section.
Optionally, the time data by the time data of the first dining link and the second dining link
It is compared, determines the abnormal dining link of first businessman, comprising:
The time data of the first dining link are compared with the time data of the second dining link, are obtained
Obtain the time difference of the time data of the first dining link and the time data of the second dining link；
The time difference for being greater than or equal to time difference threshold value is searched from the time difference；
It is determined as first quotient above or equal to the corresponding first dining link of time difference of time difference threshold value
The abnormal dining link of family.
Optionally, the time data of the first dining link include the first equipotential link time data, the first lower monocycle
Section time data, first serve link time data, the first dining link time data, first cleaning link time data in
At least one time data；
The time data of the second dining link include the second equipotential link time data, second lower single link time
Data, second serve link time data, the second dining link time data, second cleaning link time data at least
A kind of time data；
The time data by the first dining link are compared with the time data of the second dining link
Analysis comprises at least one of the following mode:
The first equipotential link time data and the second equipotential link time data are compared；
Described first lower single link time data and described second lower single link time data are compared；
Described first link time data of serving are compared with the described second link time data of serving；
The first dining link time data and the second dining link time data are compared；
The first cleaning link time data and the second cleaning link time data are compared.
Optionally, the determination method of the abnormal dining link further include: by the abnormal dining ring of first businessman
The information alert of section gives first businessman.
Optionally, the determination method of the abnormal dining link further include:
Obtain working method of first businessman in the abnormal dining link and second businessman with it is described
The different information between working method in the identical dining link of exception dining link；
Working method advisory information is generated according to the different information, and the working method advisory information is supplied to
First businessman, alternatively, the different information is supplied to first businessman.
Optionally, the History Order data of first businessman and the History Order data of second businessman are similar
History Order data of type businessman under the conditions of identical dining；
The time data of the first businessman dining link and the time data of second businessman dining link are similar
The time data of identical dining link of type businessman under the conditions of identical dining.
Optionally, the History Order data of second businessman include multiple second with the first businessman same type
The time data of dining link of the businessman under identical dining environment.
Optionally, the identical dining condition be eat customer characteristic information between similarity meet or exceed it is pre-
If similarity threshold, and eat timing node it is identical；
Wherein, the timing node of the dining include breakfast time node, lunchtime node, date for dinner node and
At least one of stoke of midnight timing node timing node.
Optionally, the History Order data of second businessman include the second businessman second dining link it is multiple when
Between data；
The time data of the second businessman dining link in the History Order data for obtaining second businessman, packet
It includes:
Multiple time data of the second dining link are obtained from the History Order data of second businessman；
Calculate the average time data of multiple time data of the second dining link；
Using the average time data as the time data of the second dining link；
Wherein, the time data of the second businessman dining link include the time data of the second dining link.
Optionally, the History Order data of second businessman include the second businessman second dining link it is multiple when
Between data；
The time data of the second businessman dining link in the History Order data for obtaining second businessman, packet
It includes:
Multiple time data of the second dining link are obtained from the History Order data of second businessman；
Calculate the average time data of multiple time data of the second dining link；
The average time data are determined as to the time data of the second dining link；
According to the History Order data of second businessman, the obtaining the second dining link of the second businessman of the task is completed
Quantity；
According to the task quantity performed of the time data of the second dining link and the second dining link, determine
Second businessman completes the time data of each task in the second dining link；
Wherein, the time data of the second businessman dining link include second businessman in the second dining ring
The time data of each task are completed in section.
Correspondingly, the application also provides a kind of determining device of abnormal dining link, comprising:
First obtains unit, for obtaining History Order data to be analyzed, the History Order data include the first businessman
History Order data and the second businessman History Order data；
Second obtaining unit, the first businessman in the History Order data for obtaining first businessman eat link
Time data；
Third obtaining unit, the second businessman in the History Order data for obtaining second businessman eat link
Time data；
Analytical unit, for by first businessman eat link time data and second businessman eat link
Time data be compared, determine the abnormal dining link of first businessman.
Optionally, the History Order data of first businessman include the first businessman first dining link it is multiple when
Between data；
Second obtaining unit is specifically used for, and the first dining link is obtained from the History Order data of first businessman
Multiple time data；
Calculate the average time data of multiple time data of the first dining link；
Using the average time data as the time data of the first dining link；
Wherein, the time data of the first businessman dining link include the time data of the first dining link.
Optionally, the History Order data of first businessman include the first businessman first dining link it is multiple when
Between data；
Second obtaining unit is specifically used for, and the first dining link is obtained from the History Order data of first businessman
Multiple time data；
Calculate the average time data of multiple time data of the first dining link；
The average time data are determined as to the time data of the first dining link；
According to the History Order data of first businessman, the obtaining the first dining link of the first businessman of the task is completed
Quantity；
According to the task quantity performed of the time data of the first dining link and the first dining link, determine
First businessman completes the time data of each task in the first dining link；
Wherein, the time data of the first businessman dining link include first businessman in the first dining ring
The time data of each task are completed in section.
Optionally, the analytical unit is specifically used for, and the time data and described second of the first dining link are used
The time data of meal link are compared, and obtain the time data and the second dining link of the first dining link
The time difference of time data；
The time difference for being greater than or equal to time difference threshold value is searched from the time difference；
It is determined as first quotient above or equal to the corresponding first dining link of time difference of time difference threshold value
The abnormal dining link of family.
Optionally, the time data of the first dining link include the first equipotential link time data, the first lower monocycle
Section time data, first serve link time data, the first dining link time data, first cleaning link time data in
At least one time data；
The time data of the second dining link include the second equipotential link time data, second lower single link time
Data, second serve link time data, the second dining link time data, second cleaning link time data at least
A kind of time data；
The analytical unit is specifically used for: when by the first equipotential link time data and the second equipotential link
Between data be compared；
Pink colour system is compared with described second lower single link time data in described first lower single link time data；
Described first link time data of serving are compared with the described second link time data of serving；
The first dining link time data and the second dining link time data are compared；
The first cleaning link time data and the second cleaning link time data are compared.
Optionally, the determining device of the abnormal dining link further include: prompt unit is used for first quotient
The information alert of the abnormal dining link of family gives first businessman.
Optionally, the determining device of the abnormal dining link further include:
4th obtaining unit, for obtaining working method and institute of first businessman in the abnormal dining link
State different information of second businessman between the working method in the identical dining link of the exception dining link；
Working method advisory information is generated according to the different information, and the working method advisory information is supplied to
First businessman, alternatively, the different information is supplied to first businessman.
Optionally, the History Order data of first businessman and the History Order data of second businessman are similar
History Order data of type businessman under the conditions of identical dining；
The time data of the first businessman dining link and the time data of second businessman dining link are similar
The time data of identical dining link of type businessman under the conditions of identical dining.
Optionally, the History Order data of second businessman include multiple second with the first businessman same type
The time data of dining link of the businessman under identical dining environment.
Optionally, the identical dining condition be eat customer characteristic information between similarity meet or exceed it is pre-
If similarity threshold, and eat timing node it is identical；
Wherein, the timing node of the dining include breakfast time node, lunchtime node, date for dinner node and
At least one of stoke of midnight timing node timing node.
Optionally, the History Order data of second businessman include the second businessman second dining link it is multiple when
Between data；
Third obtaining unit is specifically used for, and the second dining link is obtained from the History Order data of second businessman
Multiple time data；
Calculate the average time data of multiple time data of the second dining link；
Using the average time data as the time data of the second dining link；
Wherein, the time data of the second businessman dining link include the time data of the second dining link.
Optionally, the History Order data of second businessman include the second businessman second dining link it is multiple when
Between data；
Third obtaining unit is specifically used for, and the second dining link is obtained from the History Order data of second businessman
Multiple time data；
Calculate the average time data of multiple time data of the second dining link；
The average time data are determined as to the time data of the second dining link；
According to the History Order data of second businessman, the obtaining the second dining link of the second businessman of the task is completed
Quantity；
According to the task quantity performed of the time data of the second dining link and the second dining link, determine
Second businessman completes the time data of each task in the second dining link；
Wherein, the time data of the second businessman dining link include second businessman in the second dining ring
The time data of each task are completed in section.
Correspondingly, the application also provides a kind of determination system of abnormal dining link, comprising: described in above-mentioned any one
Abnormal dining link determining device.
Correspondingly, the application also provides a kind of electronic equipment, comprising:
Processor；And
Memory, the program of the determination method for storing abnormal dining link, the equipment are powered and by the processing
After device runs the program of the determination method of exception dining link, following step is executed:
Obtain History Order data to be analyzed, the History Order data include the first businessman History Order data and
The History Order data of second businessman；
Obtain the time data of the first businessman dining link in the History Order data of first businessman；
Obtain the time data of the second businessman dining link in the History Order data of second businessman；
The time data of the time data of first businessman dining link and second businessman dining link are carried out
Analysis is compared, determines the abnormal dining link of first businessman.
Correspondingly, the application also provides a kind of storage equipment, it is stored with the program of the determination method of abnormal dining link,
The program is run by processor, executes following step:
Obtain History Order data to be analyzed, the History Order data include the first businessman History Order data and
The History Order data of second businessman；
Obtain the time data of the first businessman dining link in the History Order data of first businessman；
Obtain the time data of the second businessman dining link in the History Order data of second businessman；
The time data of the time data of first businessman dining link and second businessman dining link are carried out
Analysis is compared, determines the abnormal dining link of first businessman.
Compared with prior art, the application has the following advantages:
Using the determination method of abnormal dining link provided by the present application, the big data to same type businessman can be passed through
Analysis, finds defect present in each dining link in time, asks present in the business process to accurately position businessman
Topic, effectively improves the management state of businessman.
Detailed description of the invention
Fig. 1 is a kind of flow chart of the determination method of abnormal dining link provided by the embodiments of the present application；
Fig. 2 is a kind of schematic diagram of the determining device of abnormal dining link provided by the embodiments of the present application；
Fig. 3 is a kind of electronic equipment schematic diagram of the determination of abnormal dining link provided by the embodiments of the present application.
Specific embodiment
Many details are explained in the following description in order to fully understand the application.But the application can
Implemented with being much different from other way described herein, those skilled in the art can be without prejudice to the application intension
In the case of do similar popularization, therefore, the application is not limited by following public specific implementation.
The determination method for link of eating extremely below based on the application, is described in detail embodiment.In addition,
In following description, each step for being directed to the determination method of this exception dining link respectively is described in detail.It please join
It examines shown in Fig. 1, for a kind of flow chart of the determination method of abnormal dining link provided by the embodiments of the present application.
Step S101, obtains History Order data to be analyzed, and the History Order data include that the history of the first businessman is ordered
The History Order data of forms data and the second businessman.
In the embodiment of the present application, the History Order data of first businessman include the first dining of the first businessman
Multiple time data of link, this first dining link multiple time data may include the first equipotential link time data,
First lower single link time data, first are served link time data, the first dining link time data, the first cleaning link
It time data and first prepares for a meal at least one of data time data.Second businessman refers to comprising more families and the
The businessman of one businessman's same type, the History Order data of second businessman include the businessman in use identical as the first businessman
The time data of the multiple second dining links for the same type eaten under environment.The time data of second dining link include second
Equipotential link time data, the second lower single link time data, second are served link time data, the second dining link time
The time data of at least one of data, the second cleaning link time data dining link type.Wherein, first businessman
The second dining in the time data of the first dining link and the History Order data of the second businessman in History Order data
The time data of link can be through what is obtained from the log information that businessman's log library records, and same type businessman refers to institute
The identical businessman of food and drink type of operation, also should be similar by the geographical location where businessman.It should be noted that this Shen
The link that as described in the examples please eat is not limited to the limitation of above-mentioned cited dining link type, may also mean that quotient
The other kinds of dining link for including in family's business process.
Further, above-mentioned first businessman eats the time data of link and the time of second businessman dining link
Data need be always identical dining link of same type businessman under the conditions of identical dining time data.With equipotential link
For link of preparing for a meal, if the first businessman obtained eats, the time data of link refer to the time number of the first equipotential link
According to then the second businessman obtained eats, the time data of link refer to the time data of corresponding second equipotential link；If
The eat time data of link of the first businessman obtained refer to the first time data for preparing for a meal link, then obtain second
The eat time data of link of businessman refer to the corresponding second time data for preparing for a meal link.
Step S102 obtains the time number of the first businessman dining link in the History Order data of first businessman
According to.
In the embodiment of the present application, the time data of the first businessman dining link can refer to the use of the first dining link
When, wherein the first dining link may include the first equipotential link, the first lower single link, first serve link, first have meal
The dining link at least one type that link, the first cleaning link and first are prepared for a meal in link.By taking link of preparing for a meal as an example,
The link of preparing for a meal obtained can be 15 minutes, certainly, this used time is also possible to a time range, such as acquisition is prepared for a meal
Link is also possible to 10-15 minutes, and in comparing analytic process, we can take 10-15 minutes the average value of two endpoints
Subsequent comparative analysis is carried out to be quantified as a specific value.
Further, the first businessman in the History Order data of first businessman of acquisition eats the time of link
Data can be multiple time data that the first dining link is obtained from the History Order data of the first businessman, calculate first
The average time data of the multiple time data for link of eating, using average time data as the time number of the first dining link
According to, wherein the time data of the first businessman dining link include the time data of the first dining link.In addition to this, according to
The History Order data of one businessman, can also obtain the task quantity performed of the first dining link of the first businessman, and the task is complete
It specifically can be the vegetable quantity selected during eating customer's dining link at quantity or prepared in link of preparing for a meal
Vegetable quantity, according to first dining link time data and first dining link task quantity performed, determine first
Businessman completes the time data of each task in the first dining link.Wherein, the time data of the first businessman dining link
The time data of each task are completed in the first dining link including first businessman.It should be noted that the first businessman
History Order data and the second businessman History Order data be History Order of same type businessman under the conditions of identical dining
Data, the time data of the first businessman dining link and the time data of the second businessman dining link are same type businessman in phase
With the time data of the identical dining link under the conditions of dining.The History Order data of second businessman include and first
The time data of dining link of multiple second businessmans of businessman's same type under identical dining environment.
Above-mentioned identical dining condition is what the characteristic information of dining customer met preset similarity threshold, and ate
Timing node is identical, wherein the timing node of the dining includes breakfast time node, lunchtime node, date for dinner
At least one of node and stoke of midnight timing node timing node.The characteristic information of the dining customer can be dining and care for
The number information of visitor, the type information having a dinner party, the age for the customer that eats or gender information.Described meeting is preset similar
Degree threshold value namely obtains the time data of the dining link with the characteristic information of above-mentioned dining customer in the case where most similar
It compares, to guarantee the reliability of acquisition comparing result.
Step S103 obtains the time number of the second businessman dining link in the History Order data of second businessman
According to.
In the embodiment of the present application, the time data of the second dining link of the acquisition, which can be, obtains the second equipotential
Link time data, the second lower single link time data, second serve link time data, the second dining link time data,
The time data of at least one of second cleaning link time data dining link type.
Step S104, by first businessman eat link time data and second businessman eat link when
Between data be compared, determine the abnormal dining link of first businessman.
In the embodiment of the present application, described by the time data of the first businessman dining link and the second businessman dining ring
The time data of section are compared, and determine the abnormal dining link of the first businessman.Specifically the first businessman is eaten
The eat time data of link of the time data of link and the second businessman are compared, obtain the first businessman eat link when
Between data and the second businessman eat link time data time difference, searched from time difference and be greater than or equal to the time
The time difference of difference threshold, above or equal to the corresponding first businessman dining link of time difference of time difference threshold value
It is determined as the abnormal dining link of the first businessman.The abnormal dining link of first businessman is to spend the time in the first businessman
Length is more than the dining link of preset time threshold, which can be same with the first businessman
The average duration of identical dining link in type dining room is also possible to meet the desired dining link duration of the first businessman.With
For link of ordering in link of eating: passing through the mean time a length of 10 of the link of ordering of the first businessman of statistical analysis acquisition
Minute, and mean time a length of 5 minutes of the link of ordering with first businessman's same type dining room obtained by big data analysis, then
It can determine that the link of ordering of first businessman efficiency that there is a problem of ordering is lower, pass through comparison and first businessman's same type
Dining room is ordered link detailed process, is improved to the link of ordering of the first businessman, to improve the efficiency ordered.Described
Time difference can be set to 5 minutes, 10 minutes, 30 minutes, may be set to be such as 10-15 minutes, 20- of a period of time
35 minutes etc., the setting of certain time difference was not limited to above-mentioned cited value, can also specifically manage feelings according to businessman
Condition is configured.It should be noted that first businessman eats, link is identical with the second businessman dining link
The dining link of type, the dining link are that dining customer eats links experienced to dining room, are included at least:
Single link under dining customer's equipotential link, dining customer, waiter are served link, dining customer's dining link and waiter
Clear up link.The eat time data of time data and the second businessman the dining link of link of first businessman are compared point
The process of analysis can be divided into multiple groups and compare and analyze respectively, such as: by the first equipotential link time data and the second equal potential belt
Section time data are compared as one group, and the first equipotential link is the dining customer row number in the first businessman
The link of equal seats in a restaurant, the second equipotential link are the link of the seats in a restaurant such as dining customer's row number in the second businessman.By the first lower monocycle
Section time data are compared with the second lower list link time data as one group, and first is served link time data
It serves link time data as one group with second to be compared, described first lower single link is in the first businessman
The customer that eats selects the link of vegetable, and second lower single link selects the link of vegetable for the dining customer in the second businessman.By
One dining link time data are compared with the second dining link time data as one group, and described first has meal
Link is the link that the dining customer in the first businessman has dinner, and the second dining link is that the dining customer in the second businessman has dinner
Link.First cleaning link time data are compared with the second cleaning link time data as one group, it is described
First cleaning link include at least the first businessman in waiter sweep dining table working link, clean tableware building ring
Section, the second cleaning link include at least the waiter in the second businessman and sweep the working link of dining table, clean the building ring of tableware
Section.It is compared and analyzed respectively by above-mentioned multiple groups, abnormal dining link more targeted can be found out, to have
The business efficiency of the raising businessman of effect.When second lower single link time data and first lower single link time data pass through comparison
When analysis obtains difference and is greater than preset time threshold, determine the first lower single link of the first businessman exist manage it is abnormal, by the
The information alert of the abnormal dining link of one businessman is sent to the first businessman.It should be further noted that first quotient
Family is the businessman with the presence or absence of abnormal dining link to be analyzed, and second businessman is as first businessman's comparative analysis
The businessman of sample, with first businessman's same type.The History Order data of second businessman include similar with the first businessman
The corresponding time data of dining link that multiple second businessmans of type include in the History Order under identical dining environment.
In the application be the History Order data of the first businessman in example and the History Order data of the second businessman are same
History Order data of type businessman under the conditions of identical dining.The time data of first businessman dining link and the second businessman
The time data for link of eating are the time data of identical dining link of same type businessman under the conditions of identical dining.Above
The identical dining condition is that the characteristic information of dining customer meets preset similarity threshold, and the when segmentum intercalaris eaten
Point is identical.Wherein, the timing node of the dining includes breakfast time node, lunchtime node, date for dinner node and night
At least one of night timing node timing node.Obtaining working method and the of first businessman in dining link extremely
After different information of two businessmans between the working method in the identical dining link of dining link extremely, according to difference
Information generates working method advisory information, and working method advisory information is supplied to the first businessman, alternatively, by different information
It is supplied to first businessman, so that businessman be helped accurately to determine which dining link of businessman there are bottleneck or manage leakage
More targeted corrective measure is made, and then improves the business efficiency of businessman in hole.
The application provides a kind of determination method of abnormal dining link, specifically a kind of applied to catering industry
The determination method of abnormal dining link.The determination method of the abnormal dining link includes: to obtain the first businessman to be analyzed
History Order data in the first businessman eat link time data and the second businessman History Order data in second
The time data of businessman's dining link, the time data for link that the first businessman is eaten and the time of the second businessman dining link
Data are compared, and determine the abnormal dining link of the first businessman.Really using abnormal dining link provided by the present application
Determine method, can find in time defect present in each dining link by the big data analysis to same type businessman, from
And improve the business efficiency of businessman.
Corresponding with a kind of abnormal dining determination method of link of above-mentioned offer, the application also provides a kind of abnormal use
The determining device for link of eating.Since present apparatus embodiment is similar to above method embodiment, so being described relatively simple, phase
It closes place and refers to above method embodiment part explanation, Installation practice is described below and is only illustrative.It please refers to
Shown in Fig. 2, for a kind of schematic diagram of the determining device of abnormal dining link provided by the embodiments of the present application.
The determining device of the dining link of exception described in the embodiment of the present application includes following part:
First obtains unit 201, for obtaining History Order data to be analyzed, the History Order data include first
The History Order data of businessman and the History Order data of the second businessman.
In the embodiment of the present application, the History Order data of first businessman include the first dining of the first businessman
Multiple time data of link, this first dining link multiple time data may include the first equipotential link time data,
First lower single link time data, first are served link time data, the first dining link time data, the first cleaning link
It time data and first prepares for a meal at least one of data time data.Second businessman refers to comprising more families and the
The businessman of one businessman's same type, the History Order data of second businessman include the businessman in use identical as the first businessman
The time data of the multiple second dining links for the same type eaten under environment.The time data of second dining link include second
Equipotential link time data, the second lower single link time data, second are served link time data, the second dining link time
The time data of at least one of data, the second cleaning link time data dining link type.Wherein, first businessman
The second dining in the time data of the first dining link and the History Order data of the second businessman in History Order data
The time data of link can be through what is obtained from the log information that businessman's log library records, and same type businessman refers to institute
The identical businessman of food and drink type of operation, also should be similar by the geographical location where businessman.It should be noted that this Shen
The link that as described in the examples please eat is not limited to the limitation of above-mentioned cited dining link type, may also mean that quotient
The other kinds of dining link for including in family's business process.
Second obtaining unit 202, the first businessman in the History Order data for obtaining first businessman eat ring
The time data of section.
In the embodiment of the present application, the first businessman dining ring in the History Order data of first businessman of acquisition
The time data of section can be multiple time data that the first dining link is obtained from the History Order data of the first businessman,
The average time data for calculating multiple time data of the first dining link, using average time data as the first dining link
Time data, wherein the first businessman eat link time data include the first dining link time data.Except this it
Outside, according to the History Order data of the first businessman, can also the obtaining the first dining link of the first businessman of the task completes number
Amount, the task quantity performed specifically can be the vegetable quantity selected during eating customer's dining link or preparing for a meal
The quantity of the vegetable prepared in link is completed according to the task of the time data of the first dining link and the first dining link
Quantity determines that the first businessman completes the time data of each task in the first dining link.Wherein, the first businessman dining ring
The time data of section include the time data that first businessman completes each task in the first dining link.It needs to illustrate
, the History Order data of the first businessman and the History Order data of the second businessman are same type businessman in identical dining item
History Order data under part, the time data of the first businessman dining link and the time data of the second businessman dining link are
The time data of identical dining link of same type businessman under the conditions of identical dining.The History Order of second businessman
Data include the time data of the dining link with multiple second businessmans of first businessman's same type under identical dining environment.
Third obtaining unit 203, the second businessman in the History Order data for obtaining second businessman eat ring
The time data of section.
In the embodiment of the present application, the time data of the second dining link of the acquisition, which can be, obtains the second equipotential
Link time data, the second lower single link time data, second serve link time data, the second dining link time data,
The time data of at least one of second cleaning link time data dining link type.
Analytical unit 204, for by first businessman eat link time data and second businessman eat ring
The time data of section are compared, and determine the abnormal dining link of first businessman.
In the embodiment of the present application, the time of the time data by the first dining link and the second dining link
Data are compared, and the abnormal dining link of the first businessman are determined, specifically by the time number of the first dining link
It is compared according to the time data of the second dining link, obtains the time data and the second dining link of the first dining link
Time data time difference, from time difference search be greater than or equal to time difference threshold value time difference, will be greater than
Or the first dining link corresponding equal to the time difference of time difference threshold value is determined as the abnormal dining link of the first businessman.
The time difference can be set to 10 minutes, 30 minutes, may be set to be such as 10-15 minutes, 20- of a period of time
35 minutes etc., the setting of certain time difference was not limited to above-mentioned cited value, can also specifically manage feelings according to businessman
Condition is configured.
Corresponding with the above-mentioned abnormal dining determining device of link, the application also provides a kind of link of eating extremely
Determine system.Since this system embodiment is similar to above-mentioned apparatus embodiment, so being described relatively simple, related place is asked
Illustrate which is not described herein again referring to above-mentioned apparatus embodiment part.
Corresponding with a kind of abnormal dining determination method of link of above-mentioned offer, the embodiment of the present application also provides one
The electronic equipment of the determination of the abnormal dining link of kind, refers to Fig. 3, is that a kind of exception provided by the embodiments of the present application is eaten
The electronic equipment schematic diagram of the determination of link.
The electronic equipment of the determination of the dining link of exception described in the embodiment of the present application includes following part:
Processor 301；And
Memory 302, the program of the determination method for storing abnormal dining link, the equipment are powered and pass through described
After processor runs the program of the determination method of exception dining link, following step is executed:
Obtain History Order data to be analyzed, the History Order data include the first businessman History Order data and
The History Order data of second businessman；
Obtain the time data of the first businessman dining link in the History Order data of first businessman；
Obtain the time data of the second businessman dining link in the History Order data of second businessman；
The time data of the time data of first businessman dining link and second businessman dining link are carried out
Analysis is compared, determines the abnormal dining link of first businessman.
It should be noted that for a kind of electronic equipment of the determination of abnormal dining link provided by the embodiments of the present application
Detailed description, can with a kind of reference pair associated description of the determination method of abnormal dining link provided by the embodiments of the present application,
Which is not described herein again.
Corresponding with a kind of abnormal dining determination method of link of above-mentioned offer, the embodiment of the present application also provides one
The storage equipment of the determination of the abnormal dining link of kind.The storage of the determination of the dining link of exception described in the embodiment of the present application is set
Standby includes following part: being stored with the program of the determination method of abnormal dining link, which is run by processor, under execution
State step:
Obtain History Order data to be analyzed, the History Order data include the first businessman History Order data and
The History Order data of second businessman；
Obtain the time data of the first businessman dining link in the History Order data of first businessman；
Obtain the time data of the second businessman dining link in the History Order data of second businessman；
The time data of the time data of first businessman dining link and second businessman dining link are carried out
Analysis is compared, determines the abnormal dining link of first businessman.
It should be noted that for a kind of storage equipment of the determination of abnormal dining link provided by the embodiments of the present application
Detailed description, can with a kind of reference pair associated description of the determination method of abnormal dining link provided by the embodiments of the present application,
Which is not described herein again.
Although the application is disclosed as above with preferred embodiment, it is not for limiting the application, any this field skill
Art personnel are not departing from spirit and scope, can make possible variation and modification, therefore the guarantor of the application
Shield range should be subject to the range that the claim of this application defined.
In a typical configuration, calculate equipment include one or more processors (CPU), input/output interface,
Network interface and memory.
Memory may include the non-volatile memory in computer-readable medium, random access memory (RAM) and/
Or the forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is computer-readable medium
Example.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any side
Method or technology realize that information stores.Information can be computer readable instructions, data structure, the module of program or other numbers
According to.The example of the storage medium of computer includes, but are not limited to phase change memory (PRAM), static random access memory
(SRAM), dynamic random access memory (DRAM), other kinds of random access memory (RAM), read-only memory
(ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other memory techniques, CD-ROM are read-only
Memory (CD-ROM), digital versatile disc (DVD) or other optical storage, magnetic cassettes, tape magnetic disk storage
Or other magnetic storage devices or any other non-transmission medium, it can be used for storing and can be accessed by a computing device information.It presses
It is defined according to herein, computer-readable medium does not include non-temporary computer readable media (transitory media), is such as adjusted
The data-signal and carrier wave of system.
It will be understood by those skilled in the art that embodiments herein can provide as the production of method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or implementation combining software and hardware aspects can be used in the application
The form of example.Moreover, can be used can in the computer that one or more wherein includes computer usable program code by the application
With the computer program product implemented in storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
Form.
Claims (10)
1. a kind of determination method of abnormal dining link characterized by comprising
History Order data to be analyzed are obtained, the History Order data include History Order data and the second quotient of the first businessman
The History Order data of family；
Obtain the time data of the first businessman dining link in the History Order data of first businessman；
Obtain the time data of the second businessman dining link in the History Order data of second businessman；
The time data of first businessman dining link are compared with the time data of second businessman dining link
Analysis determines the abnormal dining link of first businessman.
2. the determination method of abnormal dining link according to claim 1, which is characterized in that the history of first businessman
Order data includes multiple time data of the first dining link of the first businessman；
The time data of the first businessman dining link in the History Order data for obtaining first businessman, comprising:
Multiple time data of the first dining link are obtained from the History Order data of first businessman；
Calculate the average time data of multiple time data of the first dining link；
Using the average time data as the time data of the first dining link；
Wherein, the time data of the first businessman dining link include the time data of the first dining link.
3. the determination method of abnormal dining link according to claim 1, which is characterized in that the history of first businessman
Order data includes multiple time data of the first dining link of the first businessman；
The time data of the first businessman dining link in the History Order data for obtaining first businessman, comprising:
Multiple time data of the first dining link are obtained from the History Order data of first businessman；
Calculate the average time data of multiple time data of the first dining link；
The average time data are determined as to the time data of the first dining link；
According to the History Order data of first businessman, the task quantity performed of the first dining link of the first businessman is obtained；
According to the task quantity performed of the time data of the first dining link and the first dining link, described the is determined
One businessman completes the time data of each task in the first dining link；
Wherein, the time data of the first businessman dining link include that first businessman is complete in the first dining link
At the time data of each task.
4. the determination method of abnormal dining link according to claim 1, which is characterized in that described that described first eats
The time data of link and the time data of the second dining link are compared, and determine the exception of first businessman
Dining link, comprising:
The time data of the first dining link are compared with the time data of the second dining link, described in acquisition
The time difference of the time data of the time data of first dining link and the second dining link；
The time difference for being greater than or equal to time difference threshold value is searched from the time difference；
It is determined as first businessman's above or equal to the corresponding first dining link of time difference of time difference threshold value
Abnormal dining link.
5. the determination method of abnormal dining link according to claim 1, which is characterized in that the first dining link
Time data include the first equipotential link time data, the first lower single link time data, first serve link time data, the
At least one of one dining link time data, the first cleaning link time data time data；
The time data of the second dining link include the second equipotential link time data, the second lower single link time data,
Second serve link time data, the second dining link time data, second cleaning at least one of link time data when
Between data；
The time data of the time data by the first dining link and the second dining link are compared
Comprise at least one of the following mode:
The first equipotential link time data and the second equipotential link time data are compared；
Described first lower single link time data and described second lower single link time data are compared；
Described first link time data of serving are compared with the described second link time data of serving；
The first dining link time data and the second dining link time data are compared；
The first cleaning link time data and the second cleaning link time data are compared.
6. the determination method of abnormal dining link according to claim 1, which is characterized in that further include: by described first
The information alert of the abnormal dining link of businessman gives first businessman.
7. a kind of determining device of abnormal dining link characterized by comprising
First obtains unit, for obtaining History Order data to be analyzed, the History Order data include going through for the first businessman
The History Order data of history order data and the second businessman；
Second obtaining unit, the first businessman in the History Order data for obtaining first businessman eat time of link
Data；
Third obtaining unit, the second businessman in the History Order data for obtaining second businessman eat time of link
Data；
Analytical unit, for the time data for link that first businessman eats and the time of second businessman dining link
Data are compared, and determine the abnormal dining link of first businessman.
8. a kind of determination system of abnormal dining link characterized by comprising the dining of exception described in the claims 7
The determining device of link.
9. a kind of electronic equipment characterized by comprising
Processor；And
Memory, the program of the determination method for storing abnormal dining link, the equipment are powered and pass through the processor and transports
After the program of the determination method of the row link of eating extremely, following step is executed:
History Order data to be analyzed are obtained, the History Order data include History Order data and the second quotient of the first businessman
The History Order data of family；
Obtain the time data of the first businessman dining link in the History Order data of first businessman；
Obtain the time data of the second businessman dining link in the History Order data of second businessman；
The time data of first businessman dining link are compared with the time data of second businessman dining link
Analysis determines the abnormal dining link of first businessman.
10. a kind of storage equipment, which is characterized in that be stored with the program of the determination method of abnormal dining link, which is located
Device operation is managed, following step is executed:
History Order data to be analyzed are obtained, the History Order data include History Order data and the second quotient of the first businessman
The History Order data of family；
Obtain the time data of the first businessman dining link in the History Order data of first businessman；
Obtain the time data of the second businessman dining link in the History Order data of second businessman；
The time data of first businessman dining link are compared with the time data of second businessman dining link
Analysis determines the abnormal dining link of first businessman.
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| CN201811157982.XA CN109377272A (en) | 2018-09-30 | 2018-09-30 | A kind of the determination method, apparatus and system of abnormal dining link |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811157982.XA CN109377272A (en) | 2018-09-30 | 2018-09-30 | A kind of the determination method, apparatus and system of abnormal dining link |
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| CN109377272A true CN109377272A (en) | 2019-02-22 |
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| CN201811157982.XA Pending CN109377272A (en) | 2018-09-30 | 2018-09-30 | A kind of the determination method, apparatus and system of abnormal dining link |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN112906513A (en) * | 2021-02-03 | 2021-06-04 | 拉扎斯网络科技（上海）有限公司 | Dining resource information processing method, device and equipment |
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Application publication date: 20190222 |