CN111832764A - Data processing method and device, electronic equipment and readable storage medium - Google Patents
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Abstract
The application provides a data processing method, a data processing device, an electronic device and a readable storage medium, wherein the method comprises the following steps: obtaining a target riding order, wherein the target riding order is a cancelled riding order; determining behavior record information of the target riding order and receiving vehicle information of the target riding order; according to the behavior record information, whether a target vehicle corresponding to the vehicle information has a behavior of malicious staying after receiving the target riding order is judged, and by the method, manual parameters are not needed, so that the method is beneficial to reducing the manual workload, and by the method, a plurality of target riding orders can be judged at the same time, namely: the malicious resident behavior identification efficiency can be improved, and vehicle resource scheduling can be better carried out.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a data processing method, an apparatus, an electronic device, and a readable storage medium.
Background
With the improvement of living standard and the development of science and technology, the online appointment vehicle is used by more and more users. For net car booking drivers, there are many malicious driver behaviors, such as malicious parking (a net car booking driver has achieved the goal of forcing a passenger to cancel an order after receiving the order by staying near the order-receiving location and refusing to actively contact the passenger or to establish a valid contact with the passenger).
For the malicious resident behaviors, in the prior art, the malicious resident behaviors are mainly identified in a manual mode, so that the manual workload is large, the identification efficiency is low, and the vehicle resource scheduling cannot be effectively performed under the condition that the behaviors cannot be identified in time.
Disclosure of Invention
In view of this, embodiments of the present application provide a data processing method, an apparatus, an electronic device, and a computer-readable storage medium, so as to improve the efficiency of identifying malicious parking behaviors, and further better perform vehicle resource scheduling.
Mainly comprises the following aspects:
in a first aspect, an embodiment of the present application provides a data processing method, including:
obtaining a target riding order, wherein the target riding order is a cancelled riding order;
determining behavior record information of the target riding order and receiving vehicle information of the target riding order;
and judging whether the target vehicle corresponding to the vehicle information has a malicious resident behavior after receiving the target riding order according to the behavior record information.
Optionally, the behavior record information includes:
communication log information of a driver of the target vehicle and trip log information of the target vehicle.
Optionally, the determining, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after the target vehicle taking order is received includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order;
and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is larger than a first preset threshold value, and the value corresponding to the driving distance information is smaller than a second preset threshold value, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
Optionally, the behavior record information includes:
and the communication record information of the driver of the target vehicle and the cancellation operation record information of the target riding order.
Optionally, the determining, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after the target vehicle taking order is received includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; determining information of a cancellation party of the target riding order and information of a time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the driver of the target vehicle does not contact the target passenger, the information of the cancellation party is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a behavior of malicious residence after receiving the target riding order.
Optionally, the behavior record information includes:
and the travel record information of the target vehicle and the cancel operation record information of the target riding order.
Optionally, the determining, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after the target vehicle taking order is received includes:
according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the value corresponding to the distance information is larger than a first preset threshold value, the value corresponding to the driving distance information is smaller than a second preset threshold value, the cancellation party information is a target passenger, and the value corresponding to the time interval information is larger than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
Optionally, the behavior record information includes:
the system comprises communication record information of a driver of the target vehicle, travel record information of the target vehicle and cancel operation record information of the target riding order.
Optionally, the determining, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after the target vehicle taking order is received includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is greater than a first preset threshold value, the value corresponding to the driving distance information is less than a second preset threshold value, the cancellation party information is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
Optionally, the determining whether the driver of the target vehicle is in contact with the target passenger according to the communication record information includes:
according to the communication record information, judging whether the driver of the target vehicle meets all the following conditions: the driver of the target vehicle dials the contact number of the target passenger within a second preset time period, the driver of the target vehicle establishes a call connection with the target passenger within a third preset time period, and the driver of the target vehicle sends instant messaging information to the target passenger within a fourth preset time period;
determining that the driver of the target vehicle is not in contact with the target passenger if the driver of the target vehicle does not satisfy all of the conditions.
In a second aspect, an embodiment of the present application provides a data processing apparatus, including:
the system comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring a target riding order, and the target riding order is a cancelled riding order;
the processing unit is used for determining the behavior record information of the target riding order and receiving the vehicle information of the target riding order;
and the judging unit is used for judging whether the target vehicle corresponding to the vehicle information has a malicious resident behavior after receiving the target riding order according to the behavior record information.
Optionally, the behavior record information includes:
communication log information of a driver of the target vehicle and trip log information of the target vehicle.
Optionally, when the determining unit is configured to determine, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after the target vehicle taking order is received, the determining unit includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order;
and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is larger than a first preset threshold value, and the value corresponding to the driving distance information is smaller than a second preset threshold value, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
Optionally, the behavior record information includes:
and the communication record information of the driver of the target vehicle and the cancellation operation record information of the target riding order.
Optionally, when the determining unit is configured to determine, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after the target vehicle taking order is received, the determining unit includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; determining information of a cancellation party of the target riding order and information of a time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the driver of the target vehicle does not contact the target passenger, the information of the cancellation party is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a behavior of malicious residence after receiving the target riding order.
Optionally, the behavior record information includes:
and the travel record information of the target vehicle and the cancel operation record information of the target riding order.
Optionally, when the determining unit is configured to determine, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after the target vehicle taking order is received, the determining unit includes:
according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the value corresponding to the distance information is larger than a first preset threshold value, the value corresponding to the driving distance information is smaller than a second preset threshold value, the cancellation party information is a target passenger, and the value corresponding to the time interval information is larger than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
Optionally, the behavior record information includes:
the system comprises communication record information of a driver of the target vehicle, travel record information of the target vehicle and cancel operation record information of the target riding order.
Optionally, when the determining unit is configured to determine, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after the target vehicle taking order is received, the determining unit includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is greater than a first preset threshold value, the value corresponding to the driving distance information is less than a second preset threshold value, the cancellation party information is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
Optionally, when the determining unit is configured to determine whether the driver of the target vehicle contacts the target passenger according to the communication record information, the method includes:
according to the communication record information, judging whether the driver of the target vehicle meets all the following conditions: the driver of the target vehicle dials the contact number of the target passenger within a second preset time period, the driver of the target vehicle establishes a call connection with the target passenger within a third preset time period, and the driver of the target vehicle sends instant messaging information to the target passenger within a fourth preset time period;
determining that the driver of the target vehicle is not in contact with the target passenger if the driver of the target vehicle does not satisfy all of the conditions.
In a third aspect, an embodiment of the present application further provides an electronic device, including: a processor, a storage medium and a bus, the storage medium storing machine-readable instructions executable by the processor, the processor and the storage medium communicating over the bus when the electronic device is operated, the processor executing the machine-readable instructions to perform the steps of the method according to any one of the first aspect.
In a fourth aspect, this application further provides a computer-readable storage medium, on which a computer program is stored, which, when executed by a processor, performs the steps of the method according to any one of the first aspect.
The technical scheme provided by the embodiment of the application can have the following beneficial effects:
in the embodiment of the present application, since the riding order records the relevant behavior record between the driver and the passenger after the order is issued, for example: the method comprises the following steps that contents such as a traveling route of a driver, a starting place of the driver, a communication record between the driver and a passenger and the like are recorded, and target vehicle information issued by a riding order is also recorded, so after the riding order is cancelled, behavior record information (such as behavior record of the driver and behavior record of the passenger) of the target riding order and vehicle information for receiving the target riding order can be obtained through the cancelled riding order, namely: after the passenger places an order, the passenger sends the order to a certain vehicle terminal, wherein the vehicle information of the vehicle is recorded in the order, after the order is cancelled, the cancelled order can be used as a target riding order, the vehicle information of the vehicle can be used as the vehicle information of the above-mentioned target riding order, since the behavior record information can reflect various behavior records of the driver and the passenger before the order is cancelled (for example, whether the driver actively contacts the passenger, whether the driver is in contact with the passenger and whether the driver moves, and the like), the operator who cancels the order, the time information of the cancellation operation, and the like, whether the target vehicle has a behavior of malicious residence after receiving the target riding order can be judged according to the behavior record information, by the method, because manual participation is not needed, therefore, the method is beneficial to reducing the manual workload, and can judge a plurality of target riding orders at the same time, namely: the method can support large-scale order accountability, so that the method is favorable for improving the identification efficiency of the malicious residing behavior, and further better performs vehicle resource scheduling.
In order to make the aforementioned objects, features and advantages of the present application more comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are required to be used in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and for those skilled in the art, other related drawings can be obtained from the drawings without inventive effort.
Fig. 1 is a schematic flowchart of a data processing method according to an embodiment of the present application;
fig. 2 is a schematic flowchart of another data processing method according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of a data processing apparatus according to a second embodiment of the present application;
fig. 4 is a schematic structural diagram of an electronic device according to a third embodiment of the present application.
Detailed Description
In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it should be understood that the drawings in the present application are for illustrative and descriptive purposes only and are not used to limit the scope of protection of the present application. Additionally, it should be understood that the schematic drawings are not necessarily drawn to scale. The flowcharts used in this application illustrate operations implemented according to some embodiments of the present application. It should be understood that the operations of the flow diagrams may be performed out of order, and steps without logical context may be performed in reverse order or simultaneously. One skilled in the art, under the guidance of this application, may add one or more other operations to, or remove one or more operations from, the flowchart.
In addition, the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. The components of the embodiments of the present application, generally described and illustrated in the figures herein, can be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present application, presented in the accompanying drawings, is not intended to limit the scope of the claimed application, but is merely representative of selected embodiments of the application. All other embodiments, which can be derived by a person skilled in the art from the embodiments of the present application without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that in the embodiments of the present application, the term "comprising" is used to indicate the presence of the features stated hereinafter, but does not exclude the addition of further features.
It should be noted that the apparatuses, electronic devices, and the like according to the embodiments of the present application may be executed on a single server or may be executed in a server group. The server group may be centralized or distributed. In some embodiments, the server may be local or remote to the terminal. For example, the server may access information and/or data stored in the service requester terminal, the service provider terminal, or the database, or any combination thereof, via the network. As another example, the server may be directly connected to at least one of the service requester terminal, the service provider terminal and the database to access the stored information and/or data. In some embodiments, the server may be implemented on a cloud platform; by way of example only, the cloud platform may include a private cloud, a public cloud, a hybrid cloud, a community cloud (community cloud), a distributed cloud, an inter-cloud, a multi-cloud, and the like, or any combination thereof.
In addition, the apparatuses or electronic devices related to the embodiments of the present application may also be implemented on a mobile device, a tablet computer, a laptop computer, or a built-in device of a vehicle, or any combination thereof. In some embodiments, the mobile device may include a smart home device, a wearable device, a smart mobile device, a virtual reality device, an augmented reality device, or the like, or any combination thereof. In some embodiments, the smart home devices may include smart lighting devices, control devices for smart electrical devices, smart monitoring devices, smart televisions, smart cameras, or walkie-talkies, or the like, or any combination thereof. In some embodiments, the wearable device may include a smart bracelet, a smart helmet, a smart watch, a smart accessory, and the like, or any combination thereof. In some embodiments, the smart mobile device may include a smartphone, a Personal Digital Assistant (PDA), a gaming device, a navigation device, or a point of sale (POS) device, or the like, or any combination thereof. In some embodiments, the virtual reality device and/or the augmented reality device may include a virtual reality helmet, an augmented reality helmet, or the like, or any combination thereof. For example, the virtual reality device and/or augmented reality device may include various virtual reality products and the like. In some embodiments, the built-in devices of the vehicle may include an on-board computer, an on-board television, and the like.
It should be noted again that the types of target vehicles mentioned in the embodiments of the present application may include ground vehicles, water vehicles and air vehicles, and the types of target vehicles are not specifically limited herein.
For the sake of understanding, the words mentioned in the examples of the present application are explained below:
a target ride order: after the passenger places an order, the order is dispatched to a certain vehicle, after the order is cancelled, the cancelled order can be used as a target riding order, wherein after the order is cancelled, the cancelled order can not be used as the order issued by the passenger again.
Receiving vehicle information of a target passenger order: after the passenger places an order, the order is sent to a certain vehicle so that the vehicle executes the order, and the vehicle information of the vehicle can be used as the vehicle information for receiving the order of the target passenger.
Malicious resident behavior: a malicious driver behavior is an action that has been taken to force a passenger to cancel an order by staying near the pickup location and refusing to actively contact the passenger or to establish a valid contact with the passenger.
One aspect of the present application relates to a data processing method. The method does not need manual parameters, so that the method is beneficial to reducing the manual workload, and can judge a plurality of target riding orders at the same time, namely: can support large-scale order judgment, thereby being beneficial to improving the judgment efficiency of the order.
It is noted that, before the application is filed, in the related art, malicious parking behaviors are usually determined in a manual manner, and the recognition efficiency is low, so that vehicle resource scheduling cannot be effectively performed under the condition that such behaviors cannot be recognized in time. However, the data processing method provided by the application is not required to be manually participated, so that the manual workload is favorably reduced, and the method can judge a plurality of target riding orders at the same time, namely: the method can support large-scale order accountability, so that the method is favorable for improving the identification efficiency of the malicious residing behavior, and further better performs vehicle resource scheduling.
Example one
Fig. 1 is a schematic flowchart of a data processing method according to an embodiment of the present application, as shown in fig. 1, the method includes the following steps:
Specifically, after an order is cancelled, the order may be due to malicious driver residence, and therefore, in order to determine whether the cancellation of a certain order is due to the behavior of malicious driver residence, the order needs to be acquired to perform determination through analysis of the order.
It should be noted that, when obtaining the target ride order, the order may be obtained as the target ride order when a certain order is cancelled, or the order cancelled in the same preset period may be obtained in a specific time period according to a preset period, and the obtaining method is merely an exemplary description and does not form a specific limitation on the obtaining method, and the specific obtaining method may be set according to actual needs, and is not specifically limited herein.
And 102, determining the behavior record information of the target riding order and receiving the vehicle information of the target riding order.
Specifically, since the destination ride order records all the behavior record information about the driver and the passenger after the passenger places the order, such as: the method comprises the steps of receiving a driver's order position, whether the driver actively contacts the passenger, whether the driver is in contact with the passenger and whether the driver moves, and the like, and receiving vehicle information of a vehicle of an order, so that behavior record information in a target riding order can be obtained through the target riding order, and the vehicle information of the target riding order can be received.
Specifically, the act of maliciously residing includes acts such as not establishing an effective contact with the passenger, not moving the position or having a short moving distance, and canceling the order by the passenger, so after the act record information is acquired, the act record information can be analyzed, and if the act exists on the target vehicle, it can be determined that the act of maliciously residing exists on the target vehicle.
After it is determined based on step 103 that the target vehicle corresponding to the vehicle information has a behavior of malicious residence after receiving the target riding order, the target riding order may be sent to a target device or a device corresponding to the target vehicle, where the target device may be a device of an operation worker for the operation worker to check the target riding order, and the device corresponding to the target vehicle may be a driver-side device, such as a mobile phone, a tablet computer, and the like.
After it is determined based on step 103 that the target vehicle corresponding to the vehicle information has a behavior of malicious staying after receiving the target riding order, the target vehicle may be further prohibited from sending the order to be sent in the current time period, for example, after it is determined that the target vehicle has the behavior of malicious staying, the target vehicle is prohibited from sending the order to be sent in the current preset time period (for example, within one month or 7 days), where the order to be sent is an order that needs to be currently allocated to a driver.
In the embodiment of the present application, since the riding order records the relevant behavior record between the driver and the passenger after the order is issued, for example: the method comprises the following steps that contents such as a traveling route of a driver, a starting place of the driver, a communication record between the driver and a passenger and the like are recorded, and target vehicle information issued by a riding order is also recorded, so after the riding order is cancelled, behavior record information (such as behavior record of the driver and behavior record of the passenger) of the target riding order and vehicle information for receiving the target riding order can be obtained through the cancelled riding order, namely: after the passenger places an order, the passenger sends the order to a certain vehicle terminal, wherein the vehicle information of the vehicle is recorded in the order, after the order is cancelled, the cancelled order can be used as a target riding order, the vehicle information of the vehicle can be used as the vehicle information of the above-mentioned target riding order, since the behavior record information can reflect various behavior records of the driver and the passenger before the order is cancelled (for example, whether the driver actively contacts the passenger, whether the driver is in contact with the passenger and whether the driver moves, and the like), the operator who cancels the order, the time information of the cancellation operation, and the like, whether the target vehicle has a behavior of malicious residence after receiving the target riding order can be judged according to the behavior record information, by the method, because manual participation is not needed, therefore, the method is beneficial to reducing the manual workload, and can judge a plurality of target riding orders at the same time, namely: the method can support large-scale order accountability, so that the method is favorable for improving the identification efficiency of the malicious residing behavior, and further better performs vehicle resource scheduling.
In one possible embodiment, the behavior record includes: communication log information of a driver of the target vehicle and trip log information of the target vehicle.
Specifically, the communication record can reflect whether the driver actively contacts the passenger and whether the driver contacts the passenger, and the travel record information can reflect all information about the action of the target vehicle from the time the target vehicle receives the order to the time the order is cancelled, such as: whether the driver is in the original place all the time, the distance between the driver and the passenger and the like can be judged according to the two records, for example, if the driver does not drive the target vehicle to move after receiving the order, the driver does not actively contact with the passenger, and the driver and the passenger do not obtain effective contact, the intention of the driver not actively receiving the passenger can be reflected through the aspects, and the driver can be determined to have the behavior of malicious stay.
It should be noted that the above is only an exemplary illustration, and the behavior of how to judge whether the driver has malicious residence according to the communication record information and the trip record information may be set according to actual needs, and is not specifically limited herein.
In one possible embodiment, when the behavior record information includes: when the communication record information of the driver of the target vehicle and the trip record information of the target vehicle are obtained, in step 103, it may be determined whether the driver of the target vehicle is in contact with the target passenger according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is larger than a first preset threshold value, and the value corresponding to the driving distance information is smaller than a second preset threshold value, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
Specifically, when a driver has malicious staying behavior, the driver indicates that the driver does not wish to pick up passengers, so that the driver does not contact target passengers after receiving an order (including active contact between the driver and the passengers or effective contact between the driver and the passengers), however, in order to exclude the situation that the driver does not contact the target passengers during driving, whether a value corresponding to distance information between the target vehicle and the target passengers is greater than a first preset threshold value or not is further required to be judged, if the value is greater than the first preset threshold value, the target vehicle is required to be moved and then can pick up the target passengers, if the value is less than or equal to the first preset threshold value, the target vehicle is indicated to be capable of receiving the target passengers without moving, and whether a value corresponding to distance information of the target vehicle after receiving the riding order is further required to be judged to be less than a second preset threshold value or not, if the distance information is smaller than the second preset threshold, the distance information indicates that the target vehicle runs for a short distance or does not move, and if the distance information is larger than or equal to the second preset threshold, the distance information indicates that the target vehicle has a large displacement, therefore, if the distance information corresponds to a distance larger than the first preset threshold, the value corresponding to the running distance information is smaller than the second preset threshold, the distance information indicates that the target vehicle can receive the target passenger only after the large displacement occurs, but the target vehicle does not move or has a short moving distance.
It should be noted that when at least one of the above three conditions is not satisfied, it is determined that the target vehicle does not have a behavior of malicious parking.
In one possible embodiment, the behavior record information includes: and the communication record information of the driver of the target vehicle and the cancellation operation record information of the target riding order.
Specifically, when the target vehicle has a behavior of malicious staying, the driver appears as: the method can judge whether the target vehicle has malicious resident behavior through the communication record information of the driver of the target vehicle and the cancellation operation record information of the target riding order.
It should be noted that, the specific manner for judging whether the target vehicle has the behavior of malicious staying using the communication record information of the driver of the target vehicle and the cancellation operation record information of the target riding order may be set according to actual needs, and is not particularly limited herein.
In a possible embodiment, when the behavior record information includes communication record information of the driver of the target vehicle and cancellation operation record information of the target riding order, when step 103 is executed, it may be determined whether the driver of the target vehicle is in contact with the target passenger based on the communication record information; determining information of a cancellation party of the target riding order and information of a time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information; and when the driver of the target vehicle does not contact the target passenger, the information of the cancellation party is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a behavior of malicious residence after receiving the target riding order.
In particular, when the driver has malicious staying behaviors, the driver does not have the intention of receiving passengers, so that the driver does not contact the target passenger after receiving the order (including the driver actively contacting the passenger, and the driver passively contacting the passenger), and forces the targeted passenger to cancel the order after waiting a period of time (e.g., the time interval between when the order is placed and when it is cancelled is greater than the first predetermined time period), so that when it is determined through the communication record that the driver is not in contact with the targeted passenger, and after the cancellation timing of the order is determined to be longer than the first preset time length and cancelled by the target passenger through the cancellation operation information, it can be determined that the driver does not have the intention to pick up the passenger, and thus the target vehicle is determined to have a malicious act of parking.
It should be noted that, when at least one of the three conditions is not satisfied, it is determined that the target vehicle does not have a behavior of malicious parking.
In one possible embodiment, the behavior record information includes: and the travel record information of the target vehicle and the cancel operation record information of the target riding order.
Specifically, the travel record information can reflect the behavior record of the target vehicle from the time when the target vehicle receives the order to the time when the order is cancelled, for example, whether the target vehicle moves after receiving the order, the distance between the driver and the passenger when receiving the order, and the like, the cancellation operation record information can reflect the time when the order is cancelled, when the target vehicle has the behavior of malicious staying, the target vehicle basically does not move the position, and the target passenger is forced to cancel the order after placing the order for a certain time, and the two kinds of information can reflect the contents, so that whether the target vehicle has the behavior of malicious staying can be judged according to the two kinds of information.
In one possible embodiment, when the behavior record information includes: when the travel record information of the target vehicle and the cancel operation record information of the target riding order are obtained, in step 103, the distance information between the target vehicle and the target passenger and the driving distance information of the target vehicle after receiving the riding order may be determined according to the travel record information; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information; and when the value corresponding to the distance information is larger than a first preset threshold value, the value corresponding to the driving distance information is smaller than a second preset threshold value, the cancellation party information is a target passenger, and the value corresponding to the time interval information is larger than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
Specifically, when the distance value corresponding to the distance information is greater than a first preset threshold value, it indicates that the target vehicle must move before receiving the target passenger, and when the distance value corresponding to the travel distance information is less than a second preset threshold value, it indicates that the target vehicle does not move basically, or the travel distance is short and is not enough to receive the user, and the distance information and the travel distance information can reflect whether the target vehicle has the intention of receiving the target passenger.
It should be noted that, when at least one of the four conditions is not satisfied, it cannot be determined that the target vehicle has the behavior of malicious parking.
In one possible embodiment, the behavior record information includes: the system comprises communication record information of a driver of the target vehicle, travel record information of the target vehicle and cancel operation record information of the target riding order.
Specifically, the communication record information can reflect whether the driver and the passenger have got continuous, the travel record information can reflect the behavior record of the target vehicle from the time the target vehicle receives the order to the time the target vehicle cancels the order, for example, whether the target vehicle moves after receiving the order, the distance between the driver and the passenger when receiving the order, and the cancellation operation record information can reflect the time of canceling the order and canceling the order, and when the target vehicle has the behavior of malicious staying, the driver acts as: the driver does not get in contact with the passenger (including that the driver does not actively contact with the passenger and does not respond to any contact of the passenger), after receiving the order, the driver does not drive the target vehicle to move and forces the target passenger to execute the operation of canceling the order after waiting for a period of time, so that whether the target vehicle has a behavior of malicious residing can be judged through the three pieces of information, and when the target vehicle has the behavior of malicious residing, all conditions of the target vehicle related to the behavior of malicious residing at that time can be reflected by the three pieces of information, and therefore, when the behavior of malicious residing is judged through the three pieces of information, the accuracy of the judgment result is higher.
In one possible embodiment, when the behavior record information includes: when the communication record information of the driver of the target vehicle, the trip record information of the target vehicle, and the cancellation operation record information of the target riding order are recorded, in executing step 103, it may be determined whether the driver of the target vehicle is in contact with the target passenger according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information; and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is greater than a first preset threshold value, the value corresponding to the driving distance information is less than a second preset threshold value, the cancellation party information is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
Specifically, when the target vehicle has a malicious staying behavior, the driver does not get in contact with the passenger (including that the driver does not actively contact with the passenger and the driver does not respond to any contact of the passenger), and when the value corresponding to the distance information is greater than a first preset threshold (the target passenger can be received after the target vehicle moves), and the value corresponding to the driving distance information is less than a second preset threshold (the target vehicle does not move or the moving range is small enough to receive the target passenger), and meanwhile, the target passenger cancels the order, and when the order is cancelled, the time interval between the order and the time when the order is distributed is greater than a first preset time length, when the target vehicle meets all the above conditions, the malicious staying behavior of the target vehicle can be accurately determined, and when any one of the above conditions is not met, cannot explain the behavior of the target vehicle with malicious residence.
In a possible implementation, fig. 2 is a schematic flow chart of another data processing method provided in the first embodiment of the present application, and as shown in fig. 2, when determining whether the driver of the target vehicle is in contact with the target passenger according to the communication record information is performed, the following steps may be performed:
Specifically, the way in which the driver and the passenger are connected includes: a voice call and instant messaging, wherein, if the voice call connection is successfully established within a third preset duration, or if the driver places the passenger's phone call (whether on or off) within a second predetermined period of time, or if the driver sends an instant message (whether the passenger replies or does not reply) within a fourth predetermined period of time indicating that the driver is in contact with the passenger, when at least one condition of the three conditions is met, the driver has the intention of receiving the passenger, when the three conditions are not met, the driver is not contacted with the passenger, the driver's will that the driver does not receive the passenger can be shown to a certain extent, so that whether the driver of the target vehicle contacts the target passenger can be judged according to the three conditions, and whether the driver has a behavior of malicious staying can be reflected to a certain extent.
It should be noted that, specific sizes of the first preset time period, the second preset time period, the third preset time period, and the fourth preset time period related in the embodiment of the present application may be set according to actual needs, and are not specifically limited herein.
Example two
Fig. 3 is a schematic structural diagram of a data processing apparatus according to a second embodiment of the present application, and as shown in fig. 3, the apparatus includes:
the obtaining unit 31 is configured to obtain a target riding order, where the target riding order is a cancelled riding order;
the processing unit 32 is used for determining the behavior record information of the target riding order and receiving the vehicle information of the target riding order;
and the judging unit 33 is configured to judge whether a malicious resident behavior exists in the target vehicle corresponding to the vehicle information after the target vehicle taking order is received according to the behavior record information.
In one possible embodiment, the behavior record information includes:
communication log information of a driver of the target vehicle and trip log information of the target vehicle.
In a possible embodiment, when the determining unit 33 is configured to determine, according to the behavior record information, whether a target vehicle corresponding to the vehicle information has a behavior of malicious staying after receiving the target riding order, the method includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order;
and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is larger than a first preset threshold value, and the value corresponding to the driving distance information is smaller than a second preset threshold value, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
In one possible embodiment, the behavior record information includes:
and the communication record information of the driver of the target vehicle and the cancellation operation record information of the target riding order.
In a possible embodiment, when the determining unit 33 is configured to determine, according to the behavior record information, whether a target vehicle corresponding to the vehicle information has a behavior of malicious staying after receiving the target riding order, the method includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; determining information of a cancellation party of the target riding order and information of a time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the driver of the target vehicle does not contact the target passenger, the information of the cancellation party is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a behavior of malicious residence after receiving the target riding order.
In one possible embodiment, the behavior record information includes:
and the travel record information of the target vehicle and the cancel operation record information of the target riding order.
In a possible embodiment, when the determining unit 33 is configured to determine, according to the behavior record information, whether a target vehicle corresponding to the vehicle information has a behavior of malicious staying after receiving the target riding order, the method includes:
according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the value corresponding to the distance information is larger than a first preset threshold value, the value corresponding to the driving distance information is smaller than a second preset threshold value, the cancellation party information is a target passenger, and the value corresponding to the time interval information is larger than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
In one possible embodiment, the behavior record information includes:
the system comprises communication record information of a driver of the target vehicle, travel record information of the target vehicle and cancel operation record information of the target riding order.
In a possible embodiment, when the determining unit 33 is configured to determine, according to the behavior record information, whether a target vehicle corresponding to the vehicle information has a behavior of malicious staying after receiving the target riding order, the method includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is greater than a first preset threshold value, the value corresponding to the driving distance information is less than a second preset threshold value, the cancellation party information is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
In a possible embodiment, when the determining unit 33 is configured to determine whether the driver of the target vehicle contacts the target passenger according to the communication record information, the method includes:
according to the communication record information, judging whether the driver of the target vehicle meets all the following conditions: the driver of the target vehicle dials the contact number of the target passenger within the second preset time period, the driver of the target vehicle establishes a call connection with the target passenger within a third preset time period, and the driver of the target vehicle sends instant messaging information to the target passenger within a fourth preset time period;
determining that the driver of the target vehicle is not in contact with the target passenger if the driver of the target vehicle does not satisfy all of the conditions.
For the detailed description of the above units, reference may be made to the related description of the first embodiment, and detailed description thereof is omitted here.
In the embodiment of the present application, since the riding order records the relevant behavior record between the driver and the passenger after the order is issued, for example: the method comprises the following steps that contents such as a traveling route of a driver, a starting place of the driver, a communication record between the driver and a passenger and the like are recorded, and target vehicle information issued by a riding order is also recorded, so after the riding order is cancelled, behavior record information (such as behavior record of the driver and behavior record of the passenger) of the target riding order and vehicle information for receiving the target riding order can be obtained through the cancelled riding order, namely: after the passenger places an order, the passenger sends the order to a certain vehicle terminal, wherein the vehicle information of the vehicle is recorded in the order, after the order is cancelled, the cancelled order can be used as a target riding order, the vehicle information of the vehicle can be used as the vehicle information of the above-mentioned target riding order, since the behavior record information can reflect various behavior records of the driver and the passenger before the order is cancelled (for example, whether the driver actively contacts the passenger, whether the driver is in contact with the passenger and whether the driver moves, and the like), the operator who cancels the order, the time information of the cancellation operation, and the like, whether the target vehicle has a behavior of malicious residence after receiving the target riding order can be judged according to the behavior record information, by the method, because manual participation is not needed, therefore, the method is beneficial to reducing the manual workload, and can judge a plurality of target riding orders at the same time, namely: the method can support large-scale order accountability, so that the method is favorable for improving the identification efficiency of the malicious residing behavior, and further better performs vehicle resource scheduling.
EXAMPLE III
Fig. 4 is a schematic structural diagram of an electronic device according to a third embodiment of the present application, including: a processor 401, a storage medium 402 and a bus 403, where the storage medium 402 includes the apparatus shown in fig. 3, the storage medium 402 stores machine-readable instructions executable by the processor 401, when the electronic device executes the above-mentioned positioning method, the processor 401 communicates with the storage medium 402 via the bus 403, and the processor 401 executes the machine-readable instructions to perform the following steps:
obtaining a target riding order, wherein the target riding order is a cancelled riding order;
determining behavior record information of the target riding order and receiving vehicle information of the target riding order;
and judging whether the target vehicle corresponding to the vehicle information has a malicious resident behavior after receiving the target riding order according to the behavior record information.
In this embodiment of the application, the storage medium 402 may further execute other machine-readable instructions to execute other methods as described in the first embodiment, and for the specific steps and principles of the executed method, reference is made to the description of the first embodiment, which is not described in detail herein.
Example four
An embodiment of the present application further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the computer program performs the following steps:
obtaining a target riding order, wherein the target riding order is a cancelled riding order;
determining behavior record information of the target riding order and receiving vehicle information of the target riding order;
and judging whether the target vehicle corresponding to the vehicle information has a malicious resident behavior after receiving the target riding order according to the behavior record information.
In the embodiment of the present application, when being executed by a processor, the computer program may further execute other machine-readable instructions to perform other methods as described in the first embodiment, and for the specific method steps and principles to be performed, reference is made to the description of the first embodiment, which is not described in detail herein.
Specifically, the storage medium can be a general-purpose storage medium, such as a removable disk, a hard disk, or the like, and when the computer program on the storage medium is executed, the computer program is not required to participate manually, so that the workload of the human is reduced, and by the method, a plurality of target riding orders can be judged at the same time, that is: the method can support large-scale order accountability, so that the method is favorable for improving the identification efficiency of the malicious residing behavior, and further better performs vehicle resource scheduling.
The computer program product of the data processing method provided in the embodiment of the present application includes a computer-readable storage medium storing a program code, where instructions included in the program code may be used to execute the method in the foregoing method embodiment, and specific implementation may refer to the method embodiment, which is not described herein again.
It can be clearly understood by those skilled in the art that, for convenience and brevity of description, the specific working processes of the system and the apparatus described above may refer to corresponding processes in the method embodiments, and are not described in detail in this application. In the several embodiments provided in the present application, it should be understood that the disclosed system, apparatus and method may be implemented in other ways. The above-described apparatus embodiments are merely illustrative, and for example, the division of the modules is merely a logical division, and there may be other divisions in actual implementation, and for example, a plurality of modules or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of devices or modules through some communication interfaces, and may be in an electrical, mechanical or other form.
The modules described as separate parts may or may not be physically separate, and parts displayed as modules may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a non-volatile computer-readable storage medium executable by a processor. Based on such understanding, the technical solution of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: various media capable of storing program codes, such as a U disk, a removable hard disk, a ROM, a RAM, a magnetic disk, or an optical disk.
The above description is only for the specific embodiments of the present application, but the scope of the present application is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present application, and shall be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
Claims (12)
1. A data processing apparatus, comprising:
the system comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring a target riding order, and the target riding order is a cancelled riding order;
the processing unit is used for determining the behavior record information of the target riding order and receiving the vehicle information of the target riding order;
and the judging unit is used for judging whether the target vehicle corresponding to the vehicle information has a malicious resident behavior after receiving the target riding order according to the behavior record information.
2. The apparatus of claim 1, wherein the behavior record information comprises:
communication log information of a driver of the target vehicle and trip log information of the target vehicle.
3. The apparatus according to claim 2, wherein when the determining unit is configured to determine, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after receiving the target riding order, the determining unit includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order;
and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is larger than a first preset threshold value, and the value corresponding to the driving distance information is smaller than a second preset threshold value, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
4. The apparatus of claim 1, wherein the behavior record information comprises:
and the communication record information of the driver of the target vehicle and the cancellation operation record information of the target riding order.
5. The apparatus according to claim 4, wherein when the determining unit is configured to determine, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after receiving the target riding order, the determining unit includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; determining information of a cancellation party of the target riding order and information of a time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the driver of the target vehicle does not contact the target passenger, the information of the cancellation party is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a behavior of malicious residence after receiving the target riding order.
6. The apparatus of claim 1, wherein the behavior record information comprises:
and the travel record information of the target vehicle and the cancel operation record information of the target riding order.
7. The apparatus according to claim 6, wherein when the determining unit is configured to determine, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after receiving the target riding order, the determining unit includes:
according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the value corresponding to the distance information is larger than a first preset threshold value, the value corresponding to the driving distance information is smaller than a second preset threshold value, the cancellation party information is a target passenger, and the value corresponding to the time interval information is larger than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
8. The apparatus of claim 1, wherein the behavior record information comprises:
the system comprises communication record information of a driver of the target vehicle, travel record information of the target vehicle and cancel operation record information of the target riding order.
9. The apparatus according to claim 8, wherein when the determining unit is configured to determine, according to the behavior record information, whether a behavior of malicious residing exists in the target vehicle corresponding to the vehicle information after receiving the target riding order, the determining unit includes:
judging whether a driver of the target vehicle is in contact with a target passenger or not according to the communication record information; according to the travel record information, judging the distance information between the target vehicle and the target passenger and the running distance information of the target vehicle after receiving the riding order; determining the information of a cancellation party of the target riding order and the information of the time interval between the placing of the target riding order and the cancellation of the target riding order according to the cancellation operation record information;
and when the driver of the target vehicle does not contact the target passenger, the value corresponding to the distance information is greater than a first preset threshold value, the value corresponding to the driving distance information is less than a second preset threshold value, the cancellation party information is the target passenger, and the value corresponding to the time interval information is greater than a first preset time length, determining that the target vehicle has a malicious resident behavior after receiving the target riding order.
10. A data processing method, comprising:
obtaining a target riding order, wherein the target riding order is a cancelled riding order;
determining behavior record information of the target riding order and receiving vehicle information of the target riding order;
and judging whether the target vehicle corresponding to the vehicle information has a malicious resident behavior after receiving the target riding order according to the behavior record information.
11. An electronic device, comprising: a processor, a storage medium and a bus, the storage medium storing machine-readable instructions executable by the processor, the processor and the storage medium communicating over the bus when the electronic device is operating, the processor executing the machine-readable instructions to perform the method of claim 10.
12. A computer-readable storage medium, having stored thereon a computer program which, when executed by a processor, performs the method of claim 10.
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| PCT/CN2019/129462 WO2020211455A1 (en) | 2019-04-15 | 2019-12-27 | Data processing system and method |
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| CN201910300800.8A CN111832764A (en) | 2019-04-15 | 2019-04-15 | Data processing method and device, electronic equipment and readable storage medium |
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