CN113743736A - Thermodynamic grade determining method, thermodynamic diagram generating device and electronic equipment - Google Patents
Thermodynamic grade determining method, thermodynamic diagram generating device and electronic equipment Download PDFInfo
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Abstract
The embodiment of the specification discloses a thermodynamic grade determining method, a thermodynamic diagram generating device and electronic equipment. The thermal level determination method comprises the following steps: calculating a first grade number of the thermal grade according to the thermal data of a plurality of geographical areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number. The embodiment of the specification can dynamically determine the grade number of the thermal power grade, so that the thermal power grade of the geographic area can accurately reflect the thermal power condition of the geographic area.
Description
Technical Field
The embodiment of the specification relates to the technical field of computers, in particular to a thermodynamic grade determining method, a thermodynamic diagram generating device and electronic equipment.
Background
A thermodynamic diagram (Heat Map) is a graphical representation of the proportion of data in a particular highlighted form for a geographical area of interest. The thermodynamic diagram has the characteristics of intuition, easy understanding and the like, thereby being widely applied.
In generating the thermodynamic diagrams, it is necessary to determine the thermodynamic levels of the various geographic regions. In the related art, the thermal power grades of the geographic areas can be divided according to the thermal power data of the geographic areas and the preset grade number. However, since the number of levels is preset, the heat level of the geographic area cannot accurately reflect the heat condition of the geographic area.
Disclosure of Invention
The embodiment of the specification provides a thermodynamic grade determining method, a thermodynamic diagram generating device and electronic equipment, so that the thermodynamic grade of a geographic area can accurately reflect the heat condition of the geographic area by dynamically determining the grade number of the thermodynamic grade.
In a first aspect of embodiments herein, there is provided a method for determining a thermal rating, comprising:
calculating a first grade number of the thermal grade according to the thermal data of a plurality of geographical areas;
if the first grade number meets a preset condition, checking the rationality of the first grade number;
and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
In a second aspect of embodiments herein, there is provided a method of determining a thermodynamic level, comprising:
receiving order data and corresponding geographic position data thereof;
selecting a target geographical area to which the geographical position data belongs from a plurality of geographical areas;
determining the order data as order data of the target geographic area; so as to determine thermodynamic data of the plurality of geographic areas according to the order data of the plurality of geographic areas; calculating a first grade number of the thermal grade according to the thermal data of the plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
In a third aspect of the embodiments of the present specification, there is provided a thermodynamic diagram generation method, including:
sending a heating power grade acquisition request to a server; the server calculates a first grade number of the heat power grade according to the heat power data of a plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; determining the heat power grades of the plurality of geographic areas according to the test results of the first grade;
receiving the heat levels of the plurality of geographic areas fed back by the server;
and rendering the colors of the plurality of geographic areas according to the heat power level to obtain a heat power diagram.
In a fourth aspect of embodiments herein, there is provided a thermal level determining apparatus comprising:
the calculation unit is used for calculating a first grade number of the thermal grade according to the thermal data of a plurality of geographic areas;
the checking unit is used for checking the rationality of the first grade number if the first grade number meets a preset condition;
and the determining unit is used for determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
In a fifth aspect of embodiments herein, there is provided a thermal level determining apparatus comprising:
the receiving unit is used for receiving the order data and the corresponding geographic position data;
the selecting unit is used for selecting a target geographical area to which the geographical position data belongs from a plurality of geographical areas;
the determining unit is used for determining the order data as the order data of the target geographic area; so as to determine thermodynamic data of the plurality of geographic areas according to the order data of the plurality of geographic areas; calculating a first grade number of the thermal grade according to the thermal data of the plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
In a sixth aspect of embodiments herein, there is provided a thermodynamic diagram generation apparatus including:
the sending unit is used for sending a heating power grade obtaining request to the server; the server calculates a first grade number of the heat power grade according to the heat power data of a plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; determining the heat power grades of the plurality of geographic areas according to the test results of the first grade;
the receiving unit is used for receiving the heat levels of the plurality of geographic areas fed back by the server;
and the rendering unit is used for rendering the colors of the plurality of geographic areas according to the thermodynamic grade to obtain a thermodynamic diagram.
A seventh aspect of the embodiments of the present specification provides an electronic device, including:
at least one processor;
a memory storing program instructions configured to be suitable for execution by the at least one processor, the program instructions comprising instructions for performing the method of the first, second or third aspect.
According to the technical scheme provided by the embodiment of the specification, the first grade number of the thermal grade can be calculated according to the thermal data of a plurality of geographical areas; if the first grade number meets the preset condition, the rationality of the first grade number can be checked; the thermal ratings of the plurality of geographic areas may be determined based on the results of the first rating verification. Therefore, the heat level of the geographical area can accurately reflect the heat condition of the geographical area through the rationality inspection.
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In order to more clearly illustrate the embodiments of the present specification or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below, the drawings in the following description are only some embodiments described in the present specification, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a block diagram of a data processing system according to an embodiment of the present disclosure;
FIG. 2 is a schematic flow chart of a thermal rating determination method in an embodiment of the present disclosure;
FIG. 3 is a schematic flow chart of a thermal rating determination method in an embodiment of the present disclosure;
FIG. 4 is a schematic flow chart of a thermal rating determination method in an embodiment of the present disclosure;
FIG. 5 is a schematic flow chart diagram illustrating a thermodynamic diagram generation method in an embodiment of the present disclosure;
FIG. 6 is a schematic diagram of a thermodynamic diagram rendered on a map interface in an embodiment of the present description;
fig. 7 is a schematic structural diagram of a thermal level determining apparatus in an embodiment of the present disclosure;
fig. 8 is a schematic structural diagram of a thermal level determining apparatus in an embodiment of the present specification;
fig. 9 is a schematic structural diagram of a thermodynamic diagram generation device in an embodiment of the present specification;
fig. 10 is a schematic structural diagram of an electronic device in an embodiment of the present specification.
Detailed Description
The technical solutions in the embodiments of the present disclosure will be clearly and completely described below with reference to the drawings in the embodiments of the present disclosure, and it is obvious that the described embodiments are only a part of the embodiments of the present disclosure, and not all of the embodiments. All other embodiments obtained by a person skilled in the art based on the embodiments in the present specification without any inventive step should fall within the scope of protection of the present specification.
In the related art, for example, the thermal data of 10 geographical areas, such as G1-G10, are: 1,1,1,1,1,2,2,2,2,10. The preset number of levels may be 3. The thermal ratings of 10 geographical areas such as G1-G10 may be divided according to the thermal data of 10 geographical areas such as G1-G10 and the preset rating number of 3. For example, the ratio of 7: 2: a scale of 1 divides the thermal ratings of 10 geographical areas G1-G10. The thermal rating of the geographic area such as G1-G7 may be a first rating, the thermal rating of the geographic area such as G8-G9 may be a second rating, and the thermal rating of the geographic area such as G10 may be a third rating.
The thermal data for the geographic regions G6-G9 are all 2. However, the geographic regions G6-G7 have a second level of thermal rating and the geographic regions G8-G9 have a third level of thermal rating. In this way, the geographical areas with the same thermodynamic data are divided into different thermodynamic levels, so that the difference between the geographical areas corresponding to different thermodynamic levels is small.
Referring to fig. 1, a data processing system is provided according to an embodiment of the present disclosure. The data processing system may include one or more first terminal devices, one or more second terminal devices, and a server. The first terminal device may be a terminal device facing a service demander. The first terminal device can be a smart phone, a tablet electronic device, a portable computer, a personal digital assistant, a vehicle-mounted device, a personal computer, or an intelligent wearable device. The second terminal device may be a service provider oriented terminal device. The second terminal device can be a smart phone, a tablet electronic device, a portable computer, a personal digital assistant, a vehicle-mounted device, a personal computer, or an intelligent wearable device. For example, the service demand side may be a user who needs to take a car, and the service provider side may be a net car booking driver. As another example, the service demander may be a customer and the service provider may be a take-away distributor. The server may be a background-oriented server. The server may be one server, or may be a server cluster including a plurality of servers.
In some embodiments, the service demander may operate on a first terminal device owned by the service demander when the service is needed. The first terminal device may generate order data in response to an operation of a service demander; geographic position data corresponding to the order data can be obtained; the order data and the geographic location data may be sent to a server. The server may receive the order data and the geographic location data; a target geographical area to which the geographical location data belongs can be selected from a plurality of geographical areas; the order data may be determined to be order data for the target geographic area; an order offer may be published to a second terminal device located within the target geographic area in accordance with the order data. The second terminal device may receive the order offer; the order offer may be provided to a service provider. For example, the second terminal device may display the order offer. The service provider may operate on the second terminal device to accept or reject the order offer. If the order offer is accepted, the service provider may provide service to the service demander.
The order data may include network appointment order data, take-away order data, and the like. The geographic location data is used to represent the geographic location of the generation of the order data and may include latitude and longitude (longitude and latitude) data and the like. The first terminal device may acquire the geographical location data through a satellite navigation system (e.g., GPS, BDS, GLONASS, galileo satellite navigation system), or may also acquire the geographical location data through a base station signal of mobile communication, a WIFI device, a bluetooth device, or the like.
The plurality of geographic regions may constitute a geographic area. The geographical range may be a city, a region composed of a plurality of cities, or a country, etc. In practice, the plurality of geographical areas may be obtained by segmenting the geographical area. The size of the geographic area can be flexibly set according to business needs, and can be a street, a business district and the like. The geographic region may be a rectangular region, a hexagonal region, or the like. Each of the plurality of geographic regions may correspond to a latitude and longitude range. The server can determine the latitude and longitude range of the geographic position data; the geographic area corresponding to the latitude and longitude range may be used as the target geographic area. Of course, other manners may also be adopted to select the target geographic area to which the geographic location data belongs. For example, the Uber H3 algorithm may also be used to select the target geographical area to which the geographical location data belongs.
Of course, the first terminal device may also obtain time data corresponding to the order data; the time data may be sent to the server. The time data is used to indicate the generation time of the order data, and may include a time stamp (Timestamp), for example. The server may issue a generation time of an order offer to a second terminal device located within the target geographic area according to the time data. The second terminal device may receive a generation time of the order offer; the time of generation of the order offer may be provided to the service provider. In this way, the service provider is able to know the moment of generation of the order offer.
In some embodiments, the server may determine thermal data for the plurality of geographic regions based on the order data for the plurality of geographic regions. Specifically, the server may count the number of order data of each geographic area as the thermal data of the geographic area. Alternatively, the order data may also correspond to time data. The time data is used to indicate the generation time of the order data. The server may count the number of order data of each geographic area whose generation time is within the latest time period as the thermal data of the geographic area. For example, the most recent actual segment may be the most recent 10 minutes.
The thermal data is used to describe the distribution, density or trend of changes of something within a geographic area. The thermal data may be a numerical value and may include the amount of order data, the flow rate of people, the transaction amount, and the like. The server may determine the thermal data for the plurality of geographic regions at intervals of time, for example, the thermal data may be determined at intervals of 3 minutes. Or, the server may further determine the thermal data after receiving a thermal level acquisition request sent by the second terminal device.
In some embodiments, the service provider may also operate on a second terminal device owned by itself in order to be able to obtain a larger number of order offers. In response to an operation of the service provider, the second terminal device may transmit a heating power level acquisition request to the server. The server may receive a heating power level acquisition request; calculating a first grade number of thermal grades according to the thermal data of a plurality of geographical areas; if the first grade number meets the preset condition, the rationality of the first grade number can be checked; determining the thermal power levels of the plurality of geographic areas according to the test results of the first level number; the thermal levels of the plurality of geographical areas may be fed back to the second terminal device. The second terminal device may receive the thermal levels of the plurality of geographic areas; colors of the plurality of geographic regions may be rendered according to the thermodynamic level, resulting in a thermodynamic diagram. According to the thermodynamic diagram, the service provider may travel to a more hot geographic area in the hope of obtaining a greater number of order offers.
Based on the data processing system, the embodiment of the specification further provides a thermal level determination method. The thermal level determination method may be applied to a server. Referring to fig. 2 and 3, the thermal level determination method may include the following steps.
Step S21: a first grade number of thermal grades is calculated based on thermal data for a plurality of geographic regions.
In some embodiments, the number of levels may refer to the number of thermal levels. There may be a different number of thermal levels at different levels. Different thermal levels may indicate different thermal conditions. For example, a level number of 2 may have a first thermal level and a second thermal level, the second thermal level representing a greater thermal condition than the first thermal level. As another example, the number of levels 3 may include a first thermal level, a second thermal level, and a third thermal level, where the third thermal level represents a greater heat condition than the second thermal level, and the second thermal level represents a greater heat condition than the first thermal level.
In some embodiments, the first number of levels may be a maximum number of levels. Specifically, the server may count the number of non-zero thermal data as the maximum grade number of the thermal grade according to the thermal data of the plurality of geographic areas. For example, the server may perform deduplication processing on the thermal data of the plurality of geographic areas; the number of non-zero thermal data after deduplication processing can be counted as the maximum grade number of the thermal grade. For example, the thermal data of the plurality of geographical areas are respectively: 1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,4,100. The maximum number of ranks may be 20. Of course, the first number of levels may be other numbers. For example, in order to avoid that the value of the first grade number is too large, so that the determination process of the thermal power grade is too complicated, the server may count the number of non-zero thermal power data according to the thermal power data of the plurality of geographic areas; the amount of non-zero thermal data may be compared to an upper threshold; if the number of the non-zero thermal data is greater than or equal to the upper threshold, the upper threshold can be used as a first grade number of the thermal grade; if the number of non-zero thermal data is smaller than the upper threshold, the number of non-zero thermal data may be used as the first grade number of the thermal grade. The upper threshold may be 3, 4, or 5, etc.
Step S23: and if the first grade number meets a preset condition, checking the rationality of the first grade number.
In some embodiments, the preset condition may include: the number of levels of the thermal level is greater than the lower threshold. The lower threshold may be 1 or 2, etc. If the first grade number meets the preset condition, the first grade number is indicated to have an adjusting space, so that the rationality of the first grade number can be checked, and the first grade number can be adjusted.
In some embodiments, the server may determine a heating power level for the plurality of geographic areas based on the first level number; the geographical region set corresponding to each thermal power grade under the first grade number can be counted; the first level of test results may be determined based on a degree of similarity between the set of geographic regions. Specifically, the server may determine the thermal power levels of the plurality of geographic areas according to the thermal power data of the plurality of geographic areas and the ratio of the number of the geographic areas between the thermal power levels in the first level. The set of geographic areas includes zero, 1, or more geographic areas. The thermal power levels of the geographic regions in the geographic region set are the same. The server may compare every two geographical area sets corresponding to each thermal rating, or may compare geographical area sets corresponding to adjacent thermal ratings. If the similarity degrees are all smaller than the similarity threshold value, the server can determine that the detection results of the first grade number are reasonable; otherwise, it may be determined that the results of the first level of tests are not reasonable.
In some example scenarios, the first number of levels may be 2. There is a first thermal level and a second thermal level at a first level 2. The ratio of the number of geographical areas between the first and second heat ratings is 8: 2. the server may be able to update the thermal data for a plurality of geographic regions, as per 8: 2, dividing the heat power grades of the plurality of geographical areas to obtain the heat power grades of the plurality of geographical areas; a set of geographical areas a corresponding to the first thermal rating and a set of geographical areas B corresponding to the second thermal rating may be counted. The number of geographic areas in geographic area set B is less than the number of geographic areas in geographic area set a. The thermal data for the geographic areas in geographic area set B is greater than or equal to the thermal data for the geographic areas in geographic area set a.
The server may calculate an intersection C between the set of geographical areas a and the set of geographical areas B; degreeAB ═ len (c)/(len (a)) + len (b) -len (c)) can be calculated. degreeAB is used to indicate the degree of similarity between geographic area A and geographic area B. len (C) is used to represent the number of geographic regions in intersection C. len (B) is used to represent the number of geographic areas in geographic area set B. len (a) is used to represent the number of geographic areas in geographic area set a. The server may compare the degreeAB to a similarity threshold of 0.5. If the degreeAB is less than 0.5, the server may determine that the first class 2 test result is reasonable. If the degreeAB is greater than or equal to 0.5, the server may determine that the first level 2 verification is not reasonable. Of course, consider that it may not be possible to accurately represent the degree of similarity between geographic area a and geographic area B based solely on degreeAB. The server can compute
And
m and n are used to indicate the degree of similarity between geographic area B and geographic area a. The continainac is used to indicate the number of geographical areas in a, inclusionac. continbc is used to indicate the number of geographical areas in which B contains C. The server may determine a condition (degreeAB)<0.5)&&((m>0.5&&n<0.5)||(m<0.5&&n>0.5)||(m<＝0.5&&n<0.5)). If true, the server may determine that the test result of the first class number 2 is reasonable; if false, it may be determined that the first level 2 test result is not reasonable.
In some example scenarios, the first number of levels may be 3. The first grade 3 has a first thermal grade, a second thermal grade and a third thermal grade. The ratio of the number of geographical areas between the first, second and third thermal levels is 7: 2: 1. the server may, based on the thermal data for the plurality of geographic regions, perform, according to 7: 2: 1, dividing the heat power grades of the plurality of geographical areas to obtain the heat power grades of the plurality of geographical areas; a geographical area set a corresponding to the first thermal level, a geographical area set B corresponding to the second thermal level, and a geographical area set D corresponding to the third thermal level may be counted. The number of geographic areas in the geographic area set D may be smaller than the number of geographic areas in the geographic area set B, and the number of geographic areas in the geographic area set B may be smaller than the number of geographic areas in the geographic area set a. The thermal data for the geographic areas in geographic area set D may be greater than or equal to the thermal data for the geographic areas in geographic area set B. The thermal data for the geographic areas in geographic area set B may be greater than or equal to the thermal data for the geographic areas in geographic area set a.
The first thermal level and the second thermal level are adjacent thermal levels, and the second thermal level and the third thermal level are adjacent thermal levels. Thus, the server may calculate the intersection C between the set of geographical areas a and the set of geographical areas B; degreeAB ═ len (c)/(len (a)) + len (b) -len (c)) can be calculated; an intersection E between the set of geographical areas B and the set of geographical areas D may be calculated; it is possible to calculate degreeBD ═ len (E)/(l)en (B) + len (D) -len (E)). degreeAB is used to indicate the degree of similarity between geographic area A and geographic area B. degreeBD is used to indicate the degree of similarity between geographic area B and geographic area D. len (E) is used to represent the number of geographic regions in intersection E. len (D) is used to represent the number of geographic areas in the set of geographic areas D. len (C) is used to represent the number of geographic regions in intersection C. len (B) is used to represent the number of geographic areas in geographic area set B. len (a) is used to represent the number of geographic areas in geographic area set a. The server may compare degreeAB and degreeBD to a similarity threshold of 0.5, respectively. If both degreeAB and degreeBD are less than 0.5, the server may determine that the first class 3 test result is reasonable. Otherwise, the server may determine that the first level 3 verification result is not reasonable. Of course, considering that the degree of similarity between the geographic area B and the geographic area a may not be accurately represented only by the degreeAB, the degree of similarity between the geographic area B and the geographic area D may not be accurately represented only by the degreeBD. The server may also compute
m and n are used to indicate the degree of similarity between the geographical area B and the geographical area a, and p and q are used to indicate the degree of similarity between the geographical area B and the geographical area D. The continainac is used to indicate the number of geographical areas in a, inclusionac. continbc is used to indicate the number of geographical areas in which B contains C. The continabebe is used to indicate the number of geographical areas in which B contains E. continainde is used to indicate the number of geographical areas in which D contains E. The server may determine condition 1 (degreeAB)<0.5)&&((m>0.5&&n<0.5)||(m<0.5&&n>0.5)||(m<＝0.5&&n<0.5)) and condition 2 (degr)eeBD<0.5)&&((p>0.5&&q<0.5)||(p<0.5&&q>0.5)||(p<＝0.5&&q<0.5)). If both condition 1 and condition 2 are true, the server may determine that the test result of the first class number 3 is reasonable; otherwise, the test result of the first level 3 may be determined to be unreasonable.
Step S25: and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
In some embodiments, if the first number of levels is reasonable, the server may determine the thermal levels of the plurality of geographic areas according to the first number of levels. Specifically, the server may determine the thermal power levels of the plurality of geographic areas according to the thermal power data of the plurality of geographic areas and the ratio of the number of the geographic areas between the thermal power levels in the first level. For example, the thermal data of the plurality of geographical areas are respectively: 1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,4,100. The first order number may be 3. The first grade 3 has a first thermal grade, a second thermal grade and a third thermal grade. The ratio of the number of geographical areas between the first, second and third thermal levels is 7: 2: 1. the server can determine that the heat power level of the geographic area corresponding to the heat power data {1,1,1,1,1,1,1,1,1,1,1, 1} is a first heat power level, determine that the heat power level of the geographic area corresponding to the heat power data {2,2,2,2} is a second heat power level, and determine that the heat power level of the geographic area corresponding to the heat power data {4,100} is a third heat power level.
In some embodiments, if the first number of levels does not satisfy the predetermined condition, it indicates that the first number of levels is smaller, and there is no adjustment space. The server may determine a heating power rating for the plurality of geographic areas based on the first rating.
In some embodiments, if the result of the checking of the first number of levels is unreasonable, the server may decrease the first number of levels to obtain a second number of levels; if the second level meets the preset condition, the rationality of the second level can be checked; the thermal ratings of the plurality of geographic areas may be determined based on the results of the second rating series.
The server may subtract 1 from the first ranking number to obtain a second ranking number. For example, the first number of levels may be a maximum number of levels. The server may subtract 1 from the maximum number of ranks to obtain a second number of ranks. Of course, the server may also obtain the second rank number in other manners. For example, the server may further subtract 2 from the first rank number, or perform mathematical operations in other manners on the first rank number to obtain a second rank number.
If the second grade number meets the preset condition, the second grade number is indicated to have an adjusting space, so that the rationality of the second grade number can be checked, and the second grade number can be adjusted. The process of checking the plausibility of the second series of levels is similar to the process of checking the plausibility of the first series of levels, and can be interpreted in comparison. If the second geometric progression does not meet the preset condition, the numerical value of the second geometric progression is smaller, and no adjustment space exists. The server may determine a heating power rating for the plurality of geographic areas based on the second rating. The process of determining a thermal rating based on the second number of ratings may be interpreted in comparison to the process of determining a thermal rating based on the first number of ratings.
If the test result of the second grade number is reasonable, the server can determine the thermal power grades of the plurality of geographic areas according to the second grade number. If the checking result of the second grade number is unreasonable, the server can reduce the second grade number to obtain a third grade number; if the third grade number meets the preset condition, the rationality of the third grade number can be checked; the thermal ratings for the plurality of geographic areas may be determined based on the results of the third level of testing. The process of obtaining a third number of levels from the second number of levels, similar to the process of obtaining a second number of levels from the first number of levels, may be interpreted against.
That is, the value of the number of levels may be continuously decreased, and the rationality of the number of levels after the decrease may be detected until the number of levels after the decrease does not satisfy the preset condition or the check result of the number of levels after the decrease is rational. For example, the third level may be reduced to obtain a fourth level, and the rationality of the fourth level may be checked; the fourth grade number may be reduced to obtain a fifth grade number, and the rationality of the fifth grade number may be checked. Therefore, the thermodynamic grade of the geographic area can accurately reflect the thermodynamic condition of the geographic area by dynamically determining the grade number of the thermodynamic grade.
In the method for determining a thermal power level in an embodiment of the present description, a first level number of a thermal power level may be calculated according to thermal data of a plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; the thermal ratings of the plurality of geographic areas may be determined based on the results of the first rating verification. Therefore, the heat level of the geographical area can accurately reflect the heat condition of the geographical area through the rationality inspection.
Based on the data processing system, the embodiment of the specification further provides a thermal level determination method. The thermal level determination method may be applied to a server. Referring to fig. 3 and 4, the thermal level determination method may include the following steps.
Step S41: order data and corresponding geographic location data are received.
In some embodiments, the first terminal device may generate order data; geographic position data corresponding to the order data can be obtained; the order data and the geographic location data may be sent to the server. The server may receive the order data and the geographic location data. The order data may include network appointment order data, take-away order data, and the like. The geographic location data is used for representing the geographic location of the order data, and may include longitude and latitude data and the like.
Step S43: and selecting a target geographical area to which the geographical position data belongs from the plurality of geographical areas.
In some embodiments, each of the plurality of geographic regions may correspond to a latitude and longitude range. The server can determine the latitude and longitude range of the geographic position data; the geographic area corresponding to the latitude and longitude range may be used as the target geographic area. Of course, other manners may also be adopted to select the target geographic area to which the geographic location data belongs. For example, the Uber H3 algorithm may also be used to select the target geographical area to which the geographical location data belongs.
Step S45: determining the order data as order data of the target geographic area; so as to determine thermodynamic data of the plurality of geographic areas according to the order data of the plurality of geographic areas; calculating a first grade number of the thermal grade according to the thermal data of the plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
In some embodiments, the server may count the amount of order data for each geographic area as thermal data for that geographic area. Alternatively, the order data may also correspond to time data. The time data is used to indicate the generation time of the order data. The server may count the number of order data of each geographic area whose generation time is within the latest time period as the thermal data of the geographic area. For example, the most recent actual segment may be the most recent 10 minutes.
According to the method for determining the thermal power level, the geographic area corresponding to the order data can be determined according to the geographic position data corresponding to the order data, and therefore convenience is provided for determining the thermal power level of the geographic area.
Based on the data processing system, the embodiment of the specification further provides a thermodynamic diagram generation method. The thermodynamic diagram generation method can be applied to the second terminal device. Referring to fig. 5 and 6, the thermodynamic diagram generation method may include the following steps.
Step S51: sending a heating power grade acquisition request to a server; the server calculates a first grade number of the heat power grade according to the heat power data of a plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
In some embodiments, the second terminal device may send a heating power level obtaining request to the server after receiving the heating power level obtaining instruction. The heating power level acquisition command may be automatically generated. For example, an application program may be run in the second terminal device. The application program may generate the heating power level acquisition instruction by default after being started. The applications may include mapping applications (e.g., Baidu maps, Gade maps, etc.), taxi taking applications (e.g., drip taxi, head car appointment, etc.), takeaway applications (e.g., how to take away, etc.), and so forth. Alternatively, the heating power level acquisition instruction may also be generated by an operation trigger. For example, the second terminal device may be pressed, clicked, double-clicked, or stroked upon detecting any combination of one or more keys, thereby generating the heating power level acquisition instruction. The keys may include virtual keys, physical keys, and the like. The virtual keys may include button controls, graphical controls, and the like. The physical keys may include push buttons, slider switches, joysticks, and the like.
In some embodiments, the server may obtain thermal data for a plurality of geographic regions; a first grade number of thermodynamic grades may be calculated; if the first grade number meets the preset condition, the rationality of the first grade number can be checked; the thermal ratings of the plurality of geographic areas may be determined based on the results of the first rating verification.
Wherein the server may obtain default thermodynamic data for a plurality of geographic regions. Alternatively, the heating power level acquisition request may include a geographical range identifier. The geographical range identification may be used to identify a geographical range, and may for example comprise a name or a number of the geographical range, etc. The geographical range may be a city, a region composed of a plurality of cities, or a country, etc. The server may obtain thermal data for a plurality of geographic regions within the geographic area.
Step S53: receiving the heat power levels of the plurality of geographic areas fed back by the server.
Step S55: and rendering the colors of the plurality of geographic areas according to the heat power level to obtain a heat power diagram.
In some embodiments, the second terminal device may render the colors of the plurality of geographic areas on an interface, resulting in a thermodynamic diagram. The second terminal device may render different colors for geographic areas having different levels of heating power. The second terminal device may render colors of the plurality of geographic areas on a map interface to display a thermodynamic diagram superimposed on the map interface. Of course, the server may also render the colors of the multiple geographic regions on other interfaces.
The thermodynamic diagram generation method of the embodiments of the present specification may generate a thermodynamic diagram according to the thermodynamic level of a geographic area.
The embodiment of the specification also provides a thermal grade determining device.
Referring to fig. 7, the thermal level determination apparatus may be applied to a server, and may include the following units.
A calculating unit 71, configured to calculate a first grade number of the thermal grade according to the thermal data of the plurality of geographic areas;
the checking unit 73 is used for checking the rationality of the first grade number if the first grade number meets a preset condition;
a determining unit 75 for determining the thermal level of the plurality of geographical areas based on the first level of verification results.
The embodiment of the specification also provides a thermal grade determining device.
Referring to fig. 8, the thermal level determination apparatus may be applied to a server, and may include the following units.
A receiving unit 81, configured to receive order data and geographic location data corresponding to the order data;
a selecting unit 83, configured to select a target geographic area to which the geographic location data belongs from multiple geographic areas;
a determining unit 85, configured to determine the order data as order data of the target geographic area; so as to determine thermodynamic data of the plurality of geographic areas according to the order data of the plurality of geographic areas; calculating a first grade number of the thermal grade according to the thermal data of the plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
The embodiment of the specification also provides a thermodynamic diagram generation device.
Referring to fig. 9, the thermodynamic diagram generating apparatus may be applied to a second terminal device and may include the following elements.
A sending unit 91, configured to send a thermal level obtaining request to a server; the server calculates a first grade number of the heat power grade according to the heat power data of a plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; determining the heat power grades of the plurality of geographic areas according to the test results of the first grade;
a receiving unit 93, configured to receive the thermodynamic levels of the multiple geographic areas fed back by the server;
and a rendering unit 95, configured to render the colors of the multiple geographic areas according to the thermodynamic levels to obtain a thermodynamic diagram.
Referring to fig. 10, an electronic device is further provided in the embodiments of the present disclosure.
The electronic device may include a memory and a processor.
In the present embodiment, the Memory includes, but is not limited to, a Dynamic Random Access Memory (DRAM), a Static Random Access Memory (SRAM), and the like. The memory may be used to store computer instructions.
In this embodiment, the processor may be implemented in any suitable manner. For example, the processor may take the form of, for example, a microprocessor or processor and a computer-readable medium that stores computer-readable program code (e.g., software or firmware) executable by the (micro) processor, logic gates, switches, an Application Specific Integrated Circuit (ASIC), a programmable logic controller, an embedded microcontroller, and so forth. The processor may be configured to execute the computer instructions to implement the embodiments corresponding to fig. 2, fig. 4, or fig. 5.
It should be noted that, in the present specification, each embodiment is described in a progressive manner, and the same or similar parts in each embodiment may be referred to each other, and each embodiment focuses on differences from other embodiments. In particular, as for the device embodiment and the electronic apparatus embodiment, since they are substantially similar to the method embodiment, the description is relatively simple, and the relevant points can be referred to the partial description of the method embodiment. In addition, it is understood that one skilled in the art, after reading this specification document, may conceive of any combination of some or all of the embodiments listed in this specification without the need for inventive faculty, which combinations are also within the scope of the disclosure and protection of this specification.
In the 90 s of the 20 th century, improvements in a technology could clearly distinguish between improvements in hardware (e.g., improvements in circuit structures such as diodes, transistors, switches, etc.) and improvements in software (improvements in process flow). However, as technology advances, many of today's process flow improvements have been seen as direct improvements in hardware circuit architecture. Designers almost always obtain the corresponding hardware circuit structure by programming an improved method flow into the hardware circuit. Thus, it cannot be said that an improvement in the process flow cannot be realized by hardware physical modules. For example, a Programmable Logic Device (PLD), such as a Field Programmable Gate Array (FPGA), is an integrated circuit whose Logic functions are determined by programming the Device by a user. A digital system is "integrated" on a PLD by the designer's own programming without requiring the chip manufacturer to design and fabricate application-specific integrated circuit chips. Furthermore, nowadays, instead of manually making an Integrated Circuit chip, such Programming is often implemented by "logic compiler" software, which is similar to a software compiler used in program development and writing, but the original code before compiling is also written by a specific Programming Language, which is called Hardware Description Language (HDL), and HDL is not only one but many, such as abel (advanced Boolean Expression Language), ahdl (alternate Hardware Description Language), traffic, pl (core universal Programming Language), HDCal (jhdware Description Language), lang, Lola, HDL, laspam, hardward Description Language (vhr Description Language), vhal (Hardware Description Language), and vhigh-Language, which are currently used in most common. It will also be apparent to those skilled in the art that hardware circuitry that implements the logical method flows can be readily obtained by merely slightly programming the method flows into an integrated circuit using the hardware description languages described above.
The systems, devices, modules or units illustrated in the above embodiments may be implemented by a computer chip or an entity, or by a product with certain functions. One typical implementation device is a computer. In particular, the computer may be, for example, a personal computer, a laptop computer, a cellular telephone, a camera phone, a smartphone, a personal digital assistant, a media player, a navigation device, an email device, a game console, a tablet computer, a wearable device, or a combination of any of these devices.
From the above description of the embodiments, it is clear to those skilled in the art that the present specification can be implemented by software plus a necessary general hardware platform. Based on such understanding, the technical solutions of the present specification may be essentially or partially implemented in the form of software products, which may be stored in a storage medium, such as ROM/RAM, magnetic disk, optical disk, etc., and include instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments of the present specification.
The description is operational with numerous general purpose or special purpose computing system environments or configurations. For example: personal computers, server computers, hand-held or portable devices, tablet-type devices, multiprocessor systems, microprocessor-based systems, set top boxes, programmable consumer electronics, network PCs, minicomputers, mainframe computers, distributed computing environments that include any of the above systems or devices, and the like.
This description may be described in the general context of computer-executable instructions, such as program modules, being executed by a computer. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform particular tasks or implement particular abstract data types. The specification may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed computing environment, program modules may be located in both local and remote computer storage media including memory storage devices.
While the specification has been described with examples, those skilled in the art will appreciate that there are numerous variations and permutations of the specification that do not depart from the spirit of the specification, and it is intended that the appended claims include such variations and modifications that do not depart from the spirit of the specification.
Claims (13)
1. A method of determining a thermal rating, comprising:
calculating a first grade number of the thermal grade according to the thermal data of a plurality of geographical areas;
if the first grade number meets a preset condition, checking the rationality of the first grade number;
and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
2. The method of claim 1, wherein the thermal data for the plurality of geographic regions is obtained by:
and counting the quantity of the order data of each geographic area in the plurality of geographic areas as the thermodynamic data of the geographic area.
3. The method of claim 1, the calculating a first level of thermodynamic grade comprising:
responding to a thermal grade acquisition request sent by terminal equipment, and calculating a first grade number of a thermal grade;
the method further comprises the following steps: and feeding back the heat power levels of the plurality of geographic areas to the terminal equipment.
4. The method of claim 1, the first number of levels comprising a maximum number of levels;
the first grade number of the calculated thermal power grade comprises:
and counting the number of the non-zero thermal data as the maximum grade number of the thermal grade.
5. A method according to claim 1, said checking the plausibility of said first level comprising:
determining thermal power levels of the plurality of geographic areas according to the first level number;
counting a geographical area set corresponding to each thermal power grade under the first grade;
and determining the test results of the first grade number according to the similarity degree among the geographic area sets.
6. The method of claim 5, the determining the results of the first class of tests comprising:
if the similarity degree is smaller than the similarity threshold value, determining that the test result of the first grade number is reasonable; alternatively, the first and second electrodes may be,
and if the similarity degree is larger than or equal to the similarity threshold value, determining that the detection result of the first grade number is unreasonable.
7. The method of claim 1, the determining the thermal levels of the plurality of geographic regions comprising:
if the checking result of the first grade number is unreasonable, reducing the first grade number to obtain a second grade number;
if the second grade number meets a preset condition, checking the rationality of the second grade number;
and determining the heat power grades of the plurality of geographic areas according to the test results of the second grade number.
8. A method of determining a thermal rating, comprising:
receiving order data and corresponding geographic position data thereof;
selecting a target geographical area to which the geographical position data belongs from a plurality of geographical areas;
determining the order data as order data of the target geographic area; so as to determine thermodynamic data of the plurality of geographic areas according to the order data of the plurality of geographic areas; calculating a first grade number of the thermal grade according to the thermal data of the plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
9. A thermodynamic diagram generation method, comprising:
sending a heating power grade acquisition request to a server; the server calculates a first grade number of the heat power grade according to the heat power data of a plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; determining the heat power grades of the plurality of geographic areas according to the test results of the first grade;
receiving the heat levels of the plurality of geographic areas fed back by the server;
and rendering the colors of the plurality of geographic areas according to the heat power level to obtain a heat power diagram.
10. A thermal rating determination device comprising:
the calculation unit is used for calculating a first grade number of the thermal grade according to the thermal data of a plurality of geographic areas;
the checking unit is used for checking the rationality of the first grade number if the first grade number meets a preset condition;
and the determining unit is used for determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
11. A thermal rating determination device comprising:
the receiving unit is used for receiving the order data and the corresponding geographic position data;
the selecting unit is used for selecting a target geographical area to which the geographical position data belongs from a plurality of geographical areas;
the determining unit is used for determining the order data as the order data of the target geographic area; so as to determine thermodynamic data of the plurality of geographic areas according to the order data of the plurality of geographic areas; calculating a first grade number of the thermal grade according to the thermal data of the plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; and determining the heat power grades of the plurality of geographic areas according to the test results of the first grade number.
12. A thermodynamic diagram generation apparatus comprising:
the sending unit is used for sending a heating power grade obtaining request to the server; the server calculates a first grade number of the heat power grade according to the heat power data of a plurality of geographic areas; if the first grade number meets a preset condition, checking the rationality of the first grade number; determining the heat power grades of the plurality of geographic areas according to the test results of the first grade;
the receiving unit is used for receiving the heat levels of the plurality of geographic areas fed back by the server;
and the rendering unit is used for rendering the colors of the plurality of geographic areas according to the thermodynamic grade to obtain a thermodynamic diagram.
13. An electronic device, comprising:
at least one processor;
a memory having stored thereon program instructions configured to be adapted to be executed by the at least one processor, the program instructions comprising instructions for performing the method of any of claims 1-9.
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