CN116562557B - Flexible intelligent recruitment dispatching system - Google Patents
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Abstract
The invention relates to the technical field of flexible labor work order dispatching systems, in particular to a flexible labor work intelligent dispatching system.
Description
Technical Field
The invention relates to the technical field of flexible work order dispatching systems, in particular to a flexible intelligent work order dispatching system.
Background
The flexible labor mode is a flexible matching mode of labor units and labor personnel aiming at short-time labor, is a combination of shared economy and zero-labor economy, and promotes the development of shared economy, so various network matching and dispatch platforms aiming at flexible labor are generated along with the progress of Internet technology.
Chinese patent publication No.: CN114202295a, the invention discloses the following content, the invention provides the system architecture of the intelligent flexible work order platform, the system architecture includes work order receiving module, management end module, big data analysis module, management end module includes work order examining module, work order dispatch module, work order robbing module, work order feedback module and work order statistics module; the work order receiving module is used for receiving task work orders issued by enterprises; the management end module receives the enterprise release tasks, the platform checks, and selects a robbery mode or a dispatch mode to carry out task distribution, ordering and work task statistics according to the dispatch rules after big data analysis; the big data analysis module performs statistical analysis on the job order task category, the academic of the receiving job order dispatcher and the working geographical position, and provides a management basis for the management end. The system can analyze the statistical result of the work order statistical module through the big data analysis module, and then select the multi-channel application of work order dispatch or work order robbery to complete the integration of each system, thereby realizing high-efficiency and agile support.
However, the following problems exist in the prior art:
in the prior art, the method for pushing the order is not considered to be adjusted in advance based on the change trend of the order in the order sending area, so that the phenomena of uneven order matching and uneven capacity scheduling in the order sending area are reduced.
Disclosure of Invention
In order to solve the above problems, the present invention provides a flexible and intelligent dispatch system, which includes:
the pushing module is used for receiving orders, extracting a plurality of user terminals matched with the orders from a preset database to obtain a user terminal set, and selecting the user terminals from the user terminal set according to a preset selection proportion to serve as pushing objects to push the orders;
the data acquisition module is connected with the pushing module and used for acquiring order data and generating an order sending map based on the order data, wherein the order data comprises unit receiving position coordinates, unit sending position coordinates and order response time of a current order, and the order sending map is a city map marked with unit receiving position coordinate points and unit sending position coordinate points;
the data monitoring module is connected with the data acquisition module and is used for dividing the dispatch map into a plurality of dispatch areas and acquiring average time length of the response orders of the user ends in each dispatch area and the number of the user ends responding to the orders in real time;
the operation module is connected with the data monitoring module and the pushing module and comprises an analysis unit and a scheduling unit,
the analysis unit is used for acquiring data sent by the data monitoring module, and calculating order response characteristic parameters corresponding to the order dispatching areas based on average time length of the user side responding to orders in the current period of each order dispatching area and the number of the user sides responding to the orders so as to judge order response trend in the current period of each order dispatching area;
the scheduling unit is used for increasing the selection proportion of the push module when selecting the order in the first type of order sending area in the next period based on the average slope of the change curve of the order response characteristic parameter corresponding to the order sending area along with time when the analysis unit judges that the order response trend in the current period of the order sending area is an ascending response trend;
the analysis unit is used for judging that the order response trend in the current period of the order sending area is a descending response trend, and reducing the selection proportion when the push module selects from the user side set when pushing orders in the second type of order sending area in the next period;
the first type dispatch area is a dispatch area adjacent to the dispatch area, and the order response trend in the current period in each adjacent dispatch area is a descending response trend; the second type of order sending area is an order sending area adjacent to the order sending area, and the order response trend in the current period of each adjacent order sending area is an ascending response trend.
Further, the analysis unit calculates the average duration DeltaT of the response order of the user side in the current period of the dispatch area according to the formula (1),
in the formula (1), T i And (3) representing the time length of the ith user end responding to the order in the current period of the order dispatching area, wherein n represents the number of the user ends responding to the order in the current period of the order dispatching area, and i represents an integer greater than 0.
Further, the analysis unit calculates an order response characteristic parameter E in the current period of the dispatch area according to a formula (2),
in the formula (2), deltaT 0 represents a preset response time length comparison parameter, and n0 represents a preset response number comparison parameter.
Further, the analysis unit establishes a rectangular coordinate system by taking the time in the current period of the order-distributing area as an X axis and the order response characteristic parameter as a Y axis, establishes a time-dependent change curve of the order response characteristic parameter in the rectangular coordinate system, divides the change curve into a plurality of change curve segments by a plurality of straight lines parallel to the Y axis and equal in interval, and determines the slope K of the midpoint of each change curve segment.
Further, the dispatching unit calculates the average slope delta K of the change curve of the order response characteristic parameter corresponding to the dispatch area along with time according to the formula (3),
in the formula (3), K i Representing the slope of the midpoint of the ith varying curve segment, and m represents the number of varying curve segments in the varying curve of the order response characteristic.
Further, the scheduling unit compares the average slope DeltaK with a preset first slope comparison threshold DeltaK 1 and a second slope comparison threshold DeltaK 2, and determines an order response trend in the current period of the dispatch area according to the comparison result, wherein,
under the condition of a first average slope, the analysis unit judges that the order response trend in the current period of the dispatch area is an ascending response trend;
under the second average slope condition, the analysis unit judges that the order response trend in the current period of the dispatch area is a stable response trend;
under the condition of a third average slope, the analysis unit judges that the order response trend in the current period of the dispatch area is a descending response trend;
the first slope condition is delta K & gtor more than delta K2, the second slope condition is delta K1 & gtor less than delta K & lt delta K2, and the third slope condition is delta K & lt delta K1.
Further, the scheduling unit compares the average slope DeltaK with a preset third slope comparison threshold DeltaK 3 and a preset fourth slope comparison threshold DeltaK 4, deltaK 2 < DeltaK3 < DeltaK4, and adjusts the selection proportion when the pushing module selects the pushing object from the user terminal set when pushing the order in the first dispatch area in the next period according to the comparison result,
under a fourth average slope comparison condition, the scheduling unit adjusts the selection proportion to a first selection proportion value P1;
under a fifth average slope comparison condition, the scheduling unit adjusts the selection proportion to a second selection proportion value P2;
under a sixth average slope comparison condition, the scheduling unit adjusts the selection proportion to a third selection proportion value P3;
the fourth average slope comparison condition is delta K & gtor more than delta K4, the fifth average slope comparison condition is delta K3 & gtor less than delta K & lt delta K4, and the sixth average slope comparison condition is delta K2 & gtor less than delta K & lt delta K3, and P1 & gtP 2 & gtP 3.
Further, the scheduling unit compares the average slope DeltaK with a preset third slope comparison threshold DeltaK 3 and a preset fourth slope comparison threshold DeltaK 4, and adjusts the selection proportion when the pushing module selects the pushing object from the user terminal set when pushing the order in the second type dispatch area in the next period according to the comparison result,
under the fourth average slope comparison condition, the scheduling unit adjusts the selection proportion to a fourth selection proportion value P4;
under the fifth average slope comparison condition, the scheduling unit adjusts the selection proportion to a fifth selection proportion value P5;
under the sixth average slope comparison condition, the scheduling unit adjusts the selection proportion to a sixth selection proportion value P6;
wherein P4 is less than P5 and P6 is less than P3.
Further, the preset database stores portrait labels of all the user terminals.
Further, the pushing module extracts a plurality of clients matched with the order form a preset database, wherein,
the push module determines the label of the order, compares the portrait label of each user terminal stored in the database with the label of the order, and judges whether the user terminal is matched with the order according to the comparison result, wherein,
under a preset comparison result, the pushing module judges that the user side is matched with the order;
and the preset comparison result is that the portrait label of the user side is the same as the label of the order.
Compared with the prior art, the method has the advantages that the push module, the data acquisition module, the data monitoring module and the operation module are arranged, the operation module judges the order response trend based on the average time length of the user side response orders and the number of the user sides response orders in the current period of each order sending area, when the response trend is raised, the push module carries out the selection proportion from the user side set when pushing the orders in the first order sending area in the next period based on the average slope of the change curve of the order response characteristic parameters of the order sending area along with time, when the response trend is lowered, the selection proportion from the user side set when pushing the orders in the second order sending area in the next period based on the average slope is reduced, so that the order response situation of the order sending area in the next period is kept stable, the phenomenon that the orders in the order sending area are too much and the operation capacity are not matched is reduced, and the flexible labor intelligent order sending efficiency and the flexible intelligent order sending effect are improved.
In particular, in the invention, the analysis unit calculates the order response characteristic parameters based on the average time length of the user side responding to the order and the number of the user sides responding to the order in the current period of each order dispatching area, in the actual situation, the shorter the time of the user side responding to the order and the more the number of the user sides responding to the order are, the more positive the response condition of the user side to the order is indicated, otherwise, the opposite is indicated, so the response condition of the user side to the order can be reliably quantified by calculating the order response characteristic parameters through the average time length of the user side responding to the order and the number of the user sides responding to the order in the current period of each order dispatching area, and the follow-up effect of adjusting the parameters during order pushing according to the order response characteristic parameters is facilitated.
In particular, in the invention, the analysis unit judges the order response trend in the current period of the dispatch area according to the average slope of the change curve of the order response characteristic parameter of the dispatch area along with time, in the practical situation, the change condition of the order response characteristic parameter alternately appears along with the change of the order response characteristic parameter along with the change of the time, therefore, the change condition of the change curve is represented by the average slope of the change curve so as to represent the order response trend in the next period, when the average slope is higher than the preset second slope contrast threshold value, the order response trend is indicated to be the rising response trend, when the average slope is lower than the preset first slope contrast threshold value, the order response trend is indicated to be the falling response trend, when the average slope is between the preset first slope contrast threshold value and the second slope contrast threshold value, the order response trend is indicated to be the stable response trend, the order response trend can be reliably divided through the average slope of the change curve, the corresponding processing mode is ensured to be performed for different order response trends, and the flexible intelligent dispatch efficiency and the effect are improved.
In particular, in the present invention, when the scheduling unit increases the selection ratio when the pushing module selects from the user side set when pushing orders in the first type of order sending area in the next period based on the average slope of the change curve of the order response characteristic parameter of the order sending area over time in the rising response trend, in the actual situation, when the average slope of the change curve of the order response characteristic parameter of the order sending area over time is higher than the rising response trend of the preset second slope contrast threshold value, the increasing trend is indicated for the orders in the next period of the order sending area, so that the selection ratio when selecting from the user side set when pushing the orders in the order sending area with the decreasing response trend in the current period in the order sending area adjacent to the order sending area should be increased in the next period, the user terminal in the dispatch area adjacent to the dispatch area pushes, because the distance between the two dispatch areas is relatively short, the user terminal can reach the dispatch area relatively fast after the adjacent dispatch area finishes the order, thereby improving the order receiving efficiency of the user terminal, improving the work efficiency of the user terminal and improving the flexible and labor-saving intelligent dispatch efficiency, when the response trend of the order in the current period in the dispatch area adjacent to the dispatch area is a descending response trend, the user terminal can generate a reduced trend, and the user terminal can generate excessive and waste labor force, so that the order response situation of the dispatch area in the next period can be kept stable on the basis of ensuring the response effect of the order in the adjacent dispatch area by increasing the dispatch push in the adjacent dispatch area with the descending response trend, the order receiving efficiency of the user side is improved, and the efficiency and the effect of flexible intelligent order assignment are improved.
In particular, in the invention, when the scheduling unit is in a descending response trend, the average slope of the change curve of the order response characteristic parameter along with time of the dispatch area is reduced, the selection proportion of the pushing module when selecting from the user terminal set is pushed in the next period, in the practical situation, when the descending response trend occurs in the dispatch area, the user terminal needs to be prevented from gathering to the dispatch area and the adjacent order area, the situation that the user terminal cannot receive the order again in a relatively short distance after receiving the order in the adjacent order area is avoided, the order response condition of the dispatch area in the next period is ensured to be kept stable, the order receiving efficiency of the user terminal is improved, and the efficiency and the effect of flexible labor intelligent dispatch are improved.
Drawings
FIG. 1 is a schematic diagram of a flexible labor intelligent dispatch system according to an embodiment of the invention;
fig. 2 is a schematic diagram of an operation module according to an embodiment of the invention.
Detailed Description
In order that the objects and advantages of the invention will become more apparent, the invention will be further described with reference to the following examples; it should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
Preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are merely for explaining the technical principles of the present invention, and are not intended to limit the scope of the present invention.
It should be noted that, in the description of the present invention, terms such as "upper," "lower," "left," "right," "inner," "outer," and the like indicate directions or positional relationships based on the directions or positional relationships shown in the drawings, which are merely for convenience of description, and do not indicate or imply that the apparatus or elements must have a specific orientation, be constructed and operated in a specific orientation, and thus should not be construed as limiting the present invention.
Furthermore, it should be noted that, in the description of the present invention, unless explicitly specified and limited otherwise, the terms "mounted," "connected," and "connected" are to be construed broadly, and may be either fixedly connected, detachably connected, or integrally connected, for example; can be mechanically or electrically connected; can be directly connected or indirectly connected through an intermediate medium, and can be communication between two elements. The specific meaning of the above terms in the present invention can be understood by those skilled in the art according to the specific circumstances.
Referring to fig. 1 and fig. 2, which are schematic diagrams of a flexible intelligent dispatch system and a schematic diagram of an operation module according to an embodiment of the present invention, the flexible intelligent dispatch system includes:
the pushing module is used for receiving orders, extracting a plurality of user terminals matched with the orders from a preset database to obtain a user terminal set, and selecting the user terminals from the user terminal set according to a preset selection proportion to serve as pushing objects to push the orders;
the data acquisition module is connected with the pushing module and used for acquiring order data and generating an order sending map based on the order data, wherein the order data comprises unit receiving position coordinates, unit sending position coordinates and order response time of a current order, and the order sending map is a city map marked with unit receiving position coordinate points and unit sending position coordinate points;
the data monitoring module is connected with the data acquisition module and is used for dividing the dispatch map into a plurality of dispatch areas and acquiring average time length of the response orders of the user ends in each dispatch area and the number of the user ends responding to the orders in real time;
the operation module is connected with the data monitoring module and the pushing module and comprises an analysis unit and a scheduling unit,
the analysis unit is used for acquiring data sent by the data monitoring module, and calculating order response characteristic parameters corresponding to the order dispatching areas based on average time length of the user side responding to orders in the current period of each order dispatching area and the number of the user sides responding to the orders so as to judge order response trend in the current period of each order dispatching area;
the scheduling unit is used for increasing the selection proportion of the push module when selecting the order in the first type of order sending area in the next period based on the average slope of the change curve of the order response characteristic parameter corresponding to the order sending area along with time when the analysis unit judges that the order response trend in the current period of the order sending area is an ascending response trend;
the analysis unit is used for judging that the order response trend in the current period of the order sending area is a descending response trend, and reducing the selection proportion when the push module selects from the user side set when pushing orders in the second type of order sending area in the next period;
the first type dispatch area is a dispatch area adjacent to the dispatch area, and the order response trend in the current period in each adjacent dispatch area is a descending response trend; the second type of order sending area is an order sending area adjacent to the order sending area, and the order response trend in the current period of each adjacent order sending area is an ascending response trend.
Specifically, the specific forms of the pushing module, the data acquisition module, the data monitoring module and the operation module are not limited, the pushing module, the data acquisition module, the data monitoring module and the operation module can be an external computer, each unit in the pushing module, the data acquisition module, the data monitoring module and the operation module is a functional program in the computer, the pushing module, the data acquisition module, the data monitoring module and the operation module can only complete corresponding functions of data processing and data exchange, and the pushing module, the data monitoring module and the operation module are the prior art and are not repeated.
Specifically, in the invention, when the scheduling unit increases the response trend, the pushing module increases the selection proportion when selecting from the user side set during pushing orders in the first type of order sending area in the next period based on the average slope of the change curve of the order response characteristic parameter of the order sending area over time, in practical situations, when the average slope of the change curve of the order response characteristic parameter of the order sending area over time is higher than the preset second slope contrast threshold value, the increasing trend of the orders in the next period of the order sending area is indicated, therefore, the selection proportion when selecting from the user side set during pushing orders in the order sending area with the decreasing response trend of the order response trend in the current period in the order sending area adjacent to the order sending area should be increased in the next period, the user terminal in the dispatch area adjacent to the dispatch area pushes, because the distance between the two dispatch areas is relatively short, the user terminal can reach the dispatch area relatively fast after the adjacent dispatch area finishes the order, thereby improving the order receiving efficiency of the user terminal, improving the work efficiency of the user terminal and improving the flexible and labor-saving intelligent dispatch efficiency, when the response trend of the order in the current period in the dispatch area adjacent to the dispatch area is a descending response trend, the user terminal can generate a reduced trend, and the user terminal can generate excessive and waste labor force, so that the order response situation of the dispatch area in the next period can be kept stable on the basis of ensuring the response effect of the order in the adjacent dispatch area by increasing the dispatch push in the adjacent dispatch area with the descending response trend, the order receiving efficiency of the user side is improved, and the efficiency and the effect of flexible intelligent order assignment are improved.
Specifically, when the descending response trend occurs in the dispatch area in the actual situation, the user side needs to be prevented from gathering towards the dispatch area and the adjacent order area, the situation that the user side cannot receive the order again in a short distance after receiving the order in the adjacent order area is avoided, the order response situation of the dispatch area in the next period is ensured to be stable, the order receiving efficiency of the user side is improved, and the efficiency and the effect of flexible labor intelligent dispatch are improved.
Specifically, the analysis unit calculates the average duration DeltaT of the response order of the user side in the current period of the dispatch area according to the formula (1),
in the formula (1), T i And (3) representing the time length of the ith user end responding to the order in the current period of the order dispatching area, wherein n represents the number of the user ends responding to the order in the current period of the order dispatching area, and i represents an integer greater than 0.
Specifically, in an embodiment, a single period should be within a reasonable interval, avoiding that the period is too short to be data-characterizing, and one skilled in the art may select the period length of the single period from within period length intervals [1,3] in hours.
Specifically, the analysis unit calculates an order response characteristic parameter E in the current period of the dispatch area according to a formula (2),
in the formula (2), deltaT 0 represents a preset response time length comparison parameter, deltaT 0 is more than 0, n0 represents a preset response number comparison parameter, n0 is more than 0,
delta T0 is the average time length of each order in the order sending area in a single month, n0 is calculated based on the number of the user terminals responding to the order in the order sending area in a plurality of periods, is set,ne represents the number of cycles, ni represents the number of clients responding to orders in the order-sending area in the ith cycle, and ne is more than 100.
Specifically, in the invention, the analysis unit calculates the order response characteristic parameters based on the average time length of the user side responding to the order and the number of the user sides responding to the order in the current period of each order dispatching area, in the actual situation, the shorter the time of the user side responding to the order and the more the number of the user sides responding to the order are, the more positive the response situation of the user side to the order is indicated, otherwise, the opposite is indicated, so the response situation of the user side to the order can be reliably quantified by calculating the order response characteristic parameters through the average time length of the user side responding to the order and the number of the user sides responding to the order in the current period of each order dispatching area, and the follow-up effect of adjusting the parameters during order pushing according to the order response characteristic parameters is facilitated.
Specifically, the analysis unit establishes a rectangular coordinate system by taking time in a current period of a dispatch area as an X axis and an order response characteristic parameter as a Y axis, establishes a time-dependent change curve of the order response characteristic parameter in the rectangular coordinate system, divides the change curve into a plurality of change curve segments by a plurality of straight lines parallel to the Y axis and equal in interval, and determines a slope K of a midpoint of each change curve segment.
Specifically, the scheduling unit calculates the average slope delta K of the change curve of the order response characteristic parameter corresponding to the dispatch area along with time according to the formula (3),
in the formula (3), K i Representing the slope of the midpoint of the ith varying curve segment, and m represents the number of varying curve segments in the varying curve of the order response characteristic.
Specifically, the scheduling unit compares the average slope DeltaK with a preset first slope comparison threshold DeltaK 1 and a second slope comparison threshold DeltaK 2, 0 < DeltaK1 < DeltaK2, and determines an order response trend in the current period of the dispatch area according to the comparison result, wherein,
under the condition of a first average slope, the analysis unit judges that the order response trend in the current period of the dispatch area is an ascending response trend;
under the second average slope condition, the analysis unit judges that the order response trend in the current period of the dispatch area is a stable response trend;
under the condition of a third average slope, the analysis unit judges that the order response trend in the current period of the dispatch area is a descending response trend;
the first slope condition is delta K & gtor more than delta K2, the second slope condition is delta K1 & gtor less than delta K & lt delta K2, and the third slope condition is delta K & lt delta K1.
Specifically, in the invention, the analysis unit judges the order response trend in the current period of the dispatch area according to the average slope of the change curve of the order response characteristic parameter of the dispatch area along with time, in the actual situation, the change condition of the order response characteristic parameter alternately appears along with the change of the order response characteristic parameter along with the change of the time, therefore, the change condition of the change curve is represented by the average slope of the change curve so as to represent the order response trend in the next period, when the average slope is higher than the preset second slope contrast threshold value, the order response trend is indicated to be the rising response trend, when the average slope is lower than the preset first slope contrast threshold value, the order response trend is indicated to be the falling response trend, when the average slope is between the preset first slope contrast threshold value and the second slope contrast threshold value, the order response trend is indicated to be the stable response trend, the order response trend can be reliably divided through the average slope of the change curve, the corresponding processing mode is ensured to be performed for different order response trends, and the efficiency and the effect of flexible intelligent dispatch are improved.
Specifically, the scheduling unit compares the average slope Δk with a preset third slope comparison threshold Δk3 and a preset fourth slope comparison threshold Δk4, 0 < [ Δk2 < [ Δk3 < [ Δk4 ], and adjusts a selection ratio when the pushing module selects a pushing object from the user terminal set during pushing an order in a first order dispatch area in a next period according to a comparison result,
under a fourth average slope comparison condition, the scheduling unit adjusts the selection proportion to a first selection proportion value P1;
under a fifth average slope comparison condition, the scheduling unit adjusts the selection proportion to a second selection proportion value P2;
under a sixth average slope comparison condition, the scheduling unit adjusts the selection proportion to a third selection proportion value P3;
the fourth average slope comparison condition is delta K & gtor more than delta K4, the fifth average slope comparison condition is delta K3 & gtor less than delta K & lt delta K4, and the sixth average slope comparison condition is delta K2 & gtor less than delta K & lt delta K3, and 1 & gtP 2 & gtP 3.
Specifically, the first slope comparison threshold Δk1, the second slope comparison threshold Δk2, the first slope comparison threshold Δk3, and the second slope comparison threshold Δk4 are calculated based on the average slope of the time-dependent change curve of the order response characteristic parameter of the dispatch area in one month, and in this embodiment, Δk1= 0.8K0 is set, Δk2= 1.2K0, Δk3= 1.4K0, Δk4=1.6k0, and k0 represents the average slope of the time-dependent change curve of the order response characteristic parameter of the dispatch area in one month.
Specifically, the scheduling unit compares the average slope Δk with a preset third slope comparison threshold Δk3 and a preset fourth slope comparison threshold Δk4, and adjusts the selection ratio when the pushing module selects the pushing object from the client set when pushing the order in the second type dispatch area in the next period according to the comparison result,
under the fourth average slope comparison condition, the scheduling unit adjusts the selection proportion to a fourth selection proportion value P4;
under the fifth average slope comparison condition, the scheduling unit adjusts the selection proportion to a fifth selection proportion value P5;
under the sixth average slope comparison condition, the scheduling unit adjusts the selection proportion to a sixth selection proportion value P6;
wherein, P4 is more than 0.3 and P5 is more than 0.6 and P3 is more than 1.
In this embodiment, a person skilled in the art can set P1 to P6 in a limited interval, set the difference ratio to be controlled within 0.3, and avoid excessive difference under the condition of guaranteeing differentiation, set f=pi+1-Pi/Pi, F represents the difference ratio, pi represents the i-th selected ratio value, and pi+1 represents the i+1-th selected ratio value.
Specifically, the preset database stores portrait labels of all the user terminals.
Specifically, the pushing module extracts a plurality of clients matched with the order form a preset database, wherein,
the push module determines the label of the order, compares the portrait label of each user terminal stored in the database with the label of the order, and judges whether the user terminal is matched with the order according to the comparison result, wherein,
under a preset comparison result, the pushing module judges that the user side is matched with the order;
and the preset comparison result is that the portrait label of the user side is the same as the label of the order.
Thus far, the technical solution of the present invention has been described in connection with the preferred embodiments shown in the drawings, but it is easily understood by those skilled in the art that the scope of protection of the present invention is not limited to these specific embodiments. Equivalent modifications and substitutions for related technical features may be made by those skilled in the art without departing from the principles of the present invention, and such modifications and substitutions will be within the scope of the present invention.
Claims (5)
1. The utility model provides a flexible recruitment intelligence dispatch system which characterized in that includes:
the pushing module is used for receiving orders, extracting a plurality of user terminals matched with the orders from a preset database to obtain a user terminal set, and selecting the user terminals from the user terminal set according to a preset selection proportion to serve as pushing objects to push the orders;
the data acquisition module is connected with the pushing module and used for acquiring order data and generating an order sending map based on the order data, wherein the order data comprises unit receiving position coordinates, unit sending position coordinates and order response time of a current order, and the order sending map is a city map marked with unit receiving position coordinate points and unit sending position coordinate points;
the data monitoring module is connected with the data acquisition module and is used for dividing the dispatch map into a plurality of dispatch areas and acquiring average time length of the response orders of the user ends in each dispatch area and the number of the user ends responding to the orders in real time;
the operation module is connected with the data monitoring module and the pushing module and comprises an analysis unit and a scheduling unit,
the analysis unit is used for acquiring data sent by the data monitoring module, and calculating order response characteristic parameters corresponding to the order dispatching areas based on average time length of the user side responding to orders in the current period of each order dispatching area and the number of the user sides responding to the orders so as to judge order response trend in the current period of each order dispatching area;
the scheduling unit is used for increasing the selection proportion of the push module when selecting the order in the first type of order sending area in the next period based on the average slope of the change curve of the order response characteristic parameter corresponding to the order sending area along with time when the analysis unit judges that the order response trend in the current period of the order sending area is an ascending response trend;
the analysis unit is used for judging that the order response trend in the current period of the order sending area is a descending response trend, and reducing the selection proportion when the pushing module selects a pushing object from the user side set when pushing orders in the second type of order sending area in the next period;
the first type dispatch area is a dispatch area adjacent to the dispatch area, and the order response trend in the current period in each adjacent dispatch area is a descending response trend; the second type of dispatch areas are dispatch areas adjacent to the dispatch areas, and the order response trend in the current period of each adjacent dispatch area is an ascending response trend;
the analysis unit establishes a rectangular coordinate system by taking the time in the current period of the order-distributing area as an X axis and the order response characteristic parameter as a Y axis, establishes a time-dependent change curve of the order response characteristic parameter in the rectangular coordinate system, divides the change curve into a plurality of change curve segments by a plurality of straight lines parallel to the Y axis and equal in interval, and determines the slope K of the midpoint of each change curve segment;
the dispatching unit calculates the average slope delta K of the change curve of the order response characteristic parameter corresponding to the dispatch area along with time according to the formula (1),
in the formula (1), K i Representing the slope of the midpoint of the ith variable curve segment, and m represents the number of variable curve segments in the variable curve of the order response characteristic parameter;
the dispatching unit compares the average slope DeltaK with a preset first slope comparison threshold DeltaK 1 and a second slope comparison threshold DeltaK 2, judges the order response trend in the current period of the dispatch area according to the comparison result, wherein,
under the condition of a first average slope, the analysis unit judges that the order response trend in the current period of the dispatch area is an ascending response trend;
under the second average slope condition, the analysis unit judges that the order response trend in the current period of the dispatch area is a stable response trend;
under the condition of a third average slope, the analysis unit judges that the order response trend in the current period of the dispatch area is a descending response trend;
the first slope condition is delta K & gtor more than delta K2, the second slope condition is delta K1 & gtor less than delta K & lt delta K2, and the third slope condition is delta K & lt delta K1;
the scheduling unit compares the average slope DeltaK with a preset third slope comparison threshold DeltaK 3 and a preset fourth slope comparison threshold DeltaK 4, deltaK 2 < DeltaK3 < DeltaK4, and adjusts the selection proportion when the pushing module selects the pushing object from the user terminal set in the next period when pushing the order in the first order sending area according to the comparison result,
under a fourth average slope comparison condition, the scheduling unit adjusts the selection proportion to a first selection proportion value P1;
under a fifth average slope comparison condition, the scheduling unit adjusts the selection proportion to a second selection proportion value P2;
under a sixth average slope comparison condition, the scheduling unit adjusts the selection proportion to a third selection proportion value P3;
wherein the fourth average slope comparison condition is DeltaK & gtor more than DeltaK 4, the fifth average slope comparison condition is DeltaK 3 & gtor less than DeltaK & lt DeltaK 4, and the sixth average slope comparison condition is DeltaK 2 & gtor less than DeltaK 3, and P1 & gtP 2 & gtP 3;
the scheduling unit compares the average slope DeltaK with a preset third slope comparison threshold DeltaK 3 and a preset fourth slope comparison threshold DeltaK 4, adjusts the selection proportion when selecting the pushing object from the user terminal set when the pushing module pushes the order in the second type dispatch area in the next period according to the comparison result,
under the fourth average slope comparison condition, the scheduling unit adjusts the selection proportion to a fourth selection proportion value P4;
under the fifth average slope comparison condition, the scheduling unit adjusts the selection proportion to a fifth selection proportion value P5;
under the sixth average slope comparison condition, the scheduling unit adjusts the selection proportion to a sixth selection proportion value P6;
wherein P4 is less than P5 and P6 is less than P3.
2. The flexible industrial intelligent dispatch system of claim 1, wherein the analysis unit calculates the average duration DeltaT of the customer end response order in the current period of the dispatch area according to equation (2),
in the formula (2), T i And (3) representing the time length of the ith user end responding to the order in the current period of the order dispatching area, wherein n represents the number of the user ends responding to the order in the current period of the order dispatching area, and i represents an integer greater than 0.
3. The flexible industrial intelligent dispatch system of claim 2, wherein the analysis unit calculates an order response characteristic parameter E in the current cycle of the dispatch area according to equation (3),
in the formula (3), deltaT 0 represents a preset response time length comparison parameter, and n0 represents a preset response number comparison parameter.
4. The flexible industrial intelligent dispatch system of claim 1, wherein the preset database stores portrait tags of each user side.
5. The flexible industrial intelligent dispatch system of claim 4, wherein the push module extracts a plurality of clients matching the order from a pre-set database, wherein,
the push module determines the label of the order, compares the portrait label of each user terminal stored in the database with the label of the order, and judges whether the user terminal is matched with the order according to the comparison result, wherein,
under a preset comparison result, the pushing module judges that the user side is matched with the order;
and the preset comparison result is that the portrait label of the user side is the same as the label of the order.
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Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107093121A (en) * | 2016-11-30 | 2017-08-25 | 北京小度信息科技有限公司 | Interface display method, dispatching order allocation method and device |
| CN107093123A (en) * | 2017-01-12 | 2017-08-25 | 北京小度信息科技有限公司 | Data processing method and device |
| CN107146007A (en) * | 2017-04-26 | 2017-09-08 | 北京小度信息科技有限公司 | Order dispatch method and apparatus |
| CN107919012A (en) * | 2016-10-09 | 2018-04-17 | 北京嘀嘀无限科技发展有限公司 | A kind of method and system of Transport capacity dispatching |
| CN109598447A (en) * | 2018-12-10 | 2019-04-09 | 拉扎斯网络科技（上海）有限公司 | With pressurization pressure adjustment, order allocation method and device, electronic equipment and medium |
| CN109961328A (en) * | 2017-12-14 | 2019-07-02 | 北京京东尚科信息技术有限公司 | The method and apparatus for determining order cooling off period |
| CN111798177A (en) * | 2020-06-23 | 2020-10-20 | 北京三快在线科技有限公司 | Order pressing method and device |
| CN112215467A (en) * | 2020-09-10 | 2021-01-12 | 天津五八到家科技有限公司 | Order pushing method and system, server side equipment and client side equipment |
| CN112257936A (en) * | 2020-10-27 | 2021-01-22 | 南京领行科技股份有限公司 | Recommendation method and device for order receiving area, electronic equipment and storage medium |
| CN115471301A (en) * | 2022-11-11 | 2022-12-13 | 浙江云针信息科技有限公司 | Unmanned vehicle decentralized order dispatching method and device, storage medium and terminal |
-
2023
- 2023-04-28 CN CN202310478804.1A patent/CN116562557B/en active Active
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107919012A (en) * | 2016-10-09 | 2018-04-17 | 北京嘀嘀无限科技发展有限公司 | A kind of method and system of Transport capacity dispatching |
| CN107093121A (en) * | 2016-11-30 | 2017-08-25 | 北京小度信息科技有限公司 | Interface display method, dispatching order allocation method and device |
| CN107093123A (en) * | 2017-01-12 | 2017-08-25 | 北京小度信息科技有限公司 | Data processing method and device |
| CN107146007A (en) * | 2017-04-26 | 2017-09-08 | 北京小度信息科技有限公司 | Order dispatch method and apparatus |
| CN109961328A (en) * | 2017-12-14 | 2019-07-02 | 北京京东尚科信息技术有限公司 | The method and apparatus for determining order cooling off period |
| CN109598447A (en) * | 2018-12-10 | 2019-04-09 | 拉扎斯网络科技（上海）有限公司 | With pressurization pressure adjustment, order allocation method and device, electronic equipment and medium |
| CN111798177A (en) * | 2020-06-23 | 2020-10-20 | 北京三快在线科技有限公司 | Order pressing method and device |
| CN112215467A (en) * | 2020-09-10 | 2021-01-12 | 天津五八到家科技有限公司 | Order pushing method and system, server side equipment and client side equipment |
| CN112257936A (en) * | 2020-10-27 | 2021-01-22 | 南京领行科技股份有限公司 | Recommendation method and device for order receiving area, electronic equipment and storage medium |
| CN115471301A (en) * | 2022-11-11 | 2022-12-13 | 浙江云针信息科技有限公司 | Unmanned vehicle decentralized order dispatching method and device, storage medium and terminal |
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