Traffic violation short message enhancement reminding method and device, electronic equipment and storage medium

Abstract

The invention provides a traffic violation short message enhancement reminding method and device, electronic equipment and a storage medium, and relates to the technical field of intelligent traffic, and the method comprises the steps: firstly obtaining a target short message received by terminal equipment, and judging whether the target short message is a traffic violation short message or not; and if the target short message is the traffic violation short message, analyzing key information of the target short message, and preferentially displaying the key information based on the terminal equipment. According to the method, the type of the target short message received by the terminal equipment is judged, the key information is extracted, and the prompt is displayed in a high-priority form, so that the probability that the short message is ignored can be remarkably reduced, the presentation of violation information is improved, the timely response capability of a vehicle owner to the traffic violation short message is improved, the traffic event processing efficiency is improved, and the user experience is improved. Therefore, the vehicle owner can timely know the violation condition and perform corresponding processing, and violation or bad traffic influence caused by the fact that the vehicle owner does not timely respond to violation or traffic guidance information is reduced.

Description

Technical Field

[0001] The present invention relates to the field of intelligent transportation technology, and in particular to a method, device, electronic device and storage medium for enhancing traffic violation text message reminders. Background Art

[0002] With the widespread use of intelligent traffic monitoring systems, the monitoring and recording of traffic violations has become more efficient, and traffic management departments can more accurately capture various violations of vehicles, such as illegal parking and speeding.

[0003] Existing SMS notification methods typically rely solely on standard SMS notifications, which are insufficient to meet drivers' needs for fast and efficient information access in complex driving environments. While driving or parked, drivers may miss traffic violation notifications because SMS notifications are overwhelmed by other messages, causing them to miss their departure time. Failure to respond promptly to traffic control instructions can lead to traffic congestion and penalties. Failure to respond within the specified timeframe can also result in penalties for violations. Summary of the Invention

[0004] The present invention provides a method, device, electronic device and storage medium for enhancing traffic violation text message reminders, which are used to solve the defects existing in the related art.

[0005] The present invention provides a method for enhancing traffic violation SMS reminders, comprising: Get the target SMS received by the terminal device; Determining whether the target text message is a traffic violation text message; If the target text message is the traffic violation text message, key information of the target text message is parsed, and the key information is displayed preferentially based on the terminal device.

[0006] According to a method for enhancing traffic violation SMS reminders provided by the present invention, after parsing the key information of the target SMS, at least one of the following is performed: Based on the vehicle bound to the terminal device, the key information is voice broadcasted; Based on the terminal device, the key information is voice broadcasted; Based on the terminal device, a vibration or sound prompt is performed.

[0007] According to a traffic violation SMS enhanced reminder method provided by the present invention, the step of determining whether the target SMS is a traffic violation SMS includes: Performing traffic violation keyword detection on the target text message to obtain a first detection result; Performing a traffic violation text message template detection on the target text message to obtain a second detection result; detecting whether the sender of the target text message is a traffic violation determination party, and obtaining a third detection result; Based on at least one of the first detection result, the second detection result, and the third detection result, it is determined whether the target text message is the traffic violation text message.

[0008] According to a method for enhancing traffic violation SMS reminders provided by the present invention, the key information includes at least one type of information from among handling suggestions, license plate number, violation time, violation location, and violation matters.

[0009] According to a method for enhancing traffic violation SMS reminders provided by the present invention, the method of prioritizing display of key information based on the terminal device includes: Performing integrity testing on various types of information in the key information to obtain a fourth test result; If the fourth detection result of any type of information in the key information is complete information, the any type of information is displayed preferentially based on the terminal device.

[0010] According to a method for enhancing traffic violation SMS reminders provided by the present invention, the method of prioritizing display of key information based on the terminal device includes: Determine the display template; Filling the display template based on the key information to obtain display content; Based on the terminal device, the display content is preferentially displayed in a pop-up window format.

[0011] According to a method for enhancing traffic violation SMS reminders provided by the present invention, parsing key information of the target SMS includes: Based on natural language processing technology, the target text message is parsed to obtain the key information.

[0012] The present invention also provides a traffic violation SMS enhanced reminder system, comprising: SMS acquisition module, used to obtain target SMS messages received by the terminal device; A text message determination module, used to determine whether the target text message is a traffic violation text message; The enhanced reminder module is used to parse the key information of the target text message if the target text message is the traffic violation text message, and to display the key information preferentially based on the terminal device.

[0013] The present invention also provides an electronic device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the computer program, the method for enhancing the traffic violation SMS reminder as described above is implemented.

[0014] The present invention also provides a computer-readable storage medium having a computer program stored thereon. When the computer program is executed by a processor, the method for enhancing the traffic violation SMS reminder as described above is implemented.

[0015] The present invention also provides a computer program product, comprising a computer program, which, when executed by a processor, implements any of the above-described traffic violation SMS enhanced reminder methods.

[0016] The traffic violation text message enhanced reminder method, device, electronic device, and storage medium provided by the present invention first obtain a target text message received by a terminal device and determine whether the target text message is a traffic violation text message. If the target text message is a traffic violation text message, the target text message is parsed for key information and, based on the terminal device, the key information is prioritized for display. By determining the type of the target text message received by the terminal device, extracting key information, and displaying it as a reminder with high priority, this method can significantly reduce the probability of text messages being ignored, improve the presentability of violation information, enhance the driver's ability to respond promptly to traffic violation text messages, improve the efficiency of traffic incident handling, ensure that the driver can promptly understand the violation situation and take appropriate measures, and reduce the possibility of violations or adverse traffic impacts caused by the driver's failure to respond to violation or traffic control information in a timely manner. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] In order to more clearly illustrate the technical solutions in the present invention or related technologies, the following briefly introduces the drawings required for use in the embodiments or related technical descriptions. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.

[0018] Figure 1 This is one of the flow charts of the traffic violation SMS enhanced reminder method provided by the present invention.

[0019] Figure 2 This is the second flow chart of the traffic violation SMS enhanced reminder method provided by the present invention.

[0020] Figure 3 It is a structural diagram of the traffic violation SMS enhanced reminder system provided by the present invention.

[0021] Figure 4 It is a structural schematic diagram of the electronic device provided by the present invention. DETAILED DESCRIPTION

[0022] To make the objectives, technical solutions, and advantages of the present invention more clear, the technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Obviously, the embodiments described are only some embodiments of the present invention, not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative efforts shall fall within the scope of protection of the present invention.

[0023] Because existing SMS reminder methods typically rely solely on standard SMS notifications, they struggle to meet the needs of drivers for quick and efficient information acquisition in complex driving environments. This can result in drivers failing to promptly notice traffic violation SMS notifications while driving or parked, creating adverse effects and potentially causing losses. Therefore, an embodiment of the present invention provides a method for enhanced SMS reminders for traffic violations.

[0024] Figure 1 A flow chart of a method for enhancing traffic violation SMS reminders provided in an embodiment of the present invention is shown in FIG. Figure 1 As shown, the method includes: S1, obtain the target SMS received by the terminal device; S2, determining whether the target text message is a traffic violation text message; S3: If the target text message is the traffic violation text message, analyze the key information of the target text message and display the key information preferentially based on the terminal device.

[0025] Specifically, the enhanced SMS traffic violation reminder method provided in the embodiments of the present invention is implemented by a system for enhanced SMS traffic violation reminders, which can be an application program (APP) and is deployed on a terminal device. The terminal device can be a mobile device that is connected to the vehicle and can receive SMS messages, such as a tablet computer or smartphone, and is not specifically limited here.

[0026] First, step S1 is executed to monitor and obtain target text messages received by the terminal device. The target text message can be every text message received by the terminal device.

[0027] Then, step S2 is executed to detect the content of the target text message to determine whether the target text message is a traffic violation text message, that is, to determine whether the target text message has the characteristics of a traffic violation text message, for example, a traffic violation text message has violation keywords such as "violation" and "no parking", has a fixed violation text message template, and is sent by a traffic police or other violation determination party.

[0028] Finally, if the target text message is a traffic violation text message, the key information of the target text message is parsed. This key information includes at least one of the following: handling suggestions, license plate number, violation time, violation location, and violation event. For example, the target text message is "[Traffic Police Notice] Your small car A was parked in a prohibited parking section at location B at 2023-11-10 08:45 (limited to 3 minutes). Please leave immediately." The handling suggestion is "Please leave the prohibited parking area immediately," the license plate number is A, the violation time is "2023-11-10 08:45," which can be specified to the year, month, day, hour, and minute, the violation location is B, which can be an easily recognizable location name, and the violation event is "Parking in a prohibited parking area (allowed time: 3 minutes)."

[0029] Then, the terminal device is used to display the key information first, that is, the key information is displayed first on the display screen of the terminal device. For example, the key information is given the highest priority and is displayed as a pop-up window on the display screen of the terminal device.

[0030] The traffic violation SMS enhanced reminder method provided in an embodiment of the present invention first obtains the target SMS received by the terminal device and determines whether the target SMS is a traffic violation SMS; if the target SMS is a traffic violation SMS, the key information of the target SMS is parsed and, based on the terminal device, the key information is displayed with priority. By determining the type of the target SMS received by the terminal device, extracting key information, and displaying the reminder in a high-priority manner, this method can significantly reduce the probability of SMS being ignored, improve the presentability of violation information, enhance the driver's ability to respond to traffic violation SMS in a timely manner, improve the efficiency of traffic incident handling, ensure that the driver can promptly understand the violation situation and make corresponding handling, and reduce the possibility of violations or adverse traffic impacts caused by the driver's failure to respond to violation or traffic control information in a timely manner.

[0031] Since the car owner may not be able to notice the traffic violation SMS notification in time due to reasons such as the terminal device being muted or out of sight when the car is driving or parked, based on the above embodiment, after parsing the key information of the target SMS, at least one of the following is performed: Based on the vehicle bound to the terminal device, the key information is voice broadcasted; Based on the terminal device, the key information is voice broadcasted; Based on the terminal device, a vibration or sound prompt is performed.

[0032] Specifically, after determining that a target text message is a traffic violation message and parsing the key information in the target message, the key information can be announced via voice using a vehicle associated with the terminal device. The vehicle is the vehicle mentioned in the target text message as having committed a traffic violation. The terminal device can send the key information to the vehicle, which can then announce the key information via voice using the vehicle's speakers. The terminal device and vehicle can be connected via Bluetooth or other communication methods.

[0033] After determining that the target text message is a traffic violation text message and parsing the key information of the target text message, the key information can also be voice broadcast using the speaker configured by the terminal device.

[0034] In addition, after determining that the target text message is a traffic violation text message and parsing the key information of the target text message, the vibration mode or prompt tone mode of the terminal device can be used to perform vibration or sound prompts.

[0035] In an embodiment of the present invention, by introducing voice broadcast, vibration or sound prompts, the car owner will not be unable to notice the traffic violation text message notification in time due to reasons such as the terminal device being muted or placed out of sight while driving or parked, ensuring that the car owner can understand the violation in time and take corresponding measures.

[0036] Based on the above embodiment, the step of determining whether the target text message is a traffic violation text message includes: Performing traffic violation keyword detection on the target text message to obtain a first detection result; Performing a traffic violation text message template detection on the target text message to obtain a second detection result; detecting whether the sender of the target text message is a traffic violation determination party, and obtaining a third detection result; Based on at least one of the first detection result, the second detection result, and the third detection result, it is determined whether the target text message is the traffic violation text message.

[0037] Specifically, when determining whether the target text message is a traffic violation text message, the target text message can be respectively subjected to violation keyword detection, violation text message template detection, and detection of whether the sender is the violation determination party to obtain the first detection result, the second detection result, and the third detection result.

[0038] Traffic violation keyword detection is to determine whether the target text message contains traffic violation keywords. Traffic violation keywords may include "traffic violation," "fine," "no parking," "motor vehicle," "traffic police," etc. The first detection result may include a determination result of whether the traffic violation keyword is contained, and may also include the specific traffic violation keyword if the traffic violation keyword is present.

[0039] To determine whether a target text message contains a traffic violation keyword, the target text message can be segmented and each segmented word can be matched with each violation keyword in the violation keyword library. A successful match indicates that the target text message contains the matching violation keyword. The violation keyword library can be dynamically updated and optimized based on traffic violation text message templates for different regions to ensure high-accuracy recognition.

[0040] Traffic violation SMS template detection detects the SMS format of a target SMS and determines whether the target SMS uses a traffic violation SMS template. The traffic violation SMS template may begin with "[Traffic Police Reminder]". The second detection result may include a determination of whether the traffic violation SMS template is used.

[0041] Detect whether the sender is the violation determination party, which may be an official number or service platform such as the traffic police. The third detection result may include a determination result of whether the sender is the violation determination party.

[0042] The execution order of the above three detection processes can be set as needed and is not specifically limited here. They can be executed in a fixed order, or simultaneously, or only one or more processes can be executed.

[0043] Based on at least one of the first test result, the second test result, and the third test result, it is determined whether the target text message is a traffic violation text message. If at least one of the following conditions holds true: the target text message includes a traffic violation keyword, includes a traffic violation text message template, and the sender is a traffic violation determination party, the target text message is considered to be a traffic violation text message. If the target text message does not include a traffic violation keyword, does not include a traffic violation text message template, and the sender is not a traffic violation determination party, the target text message is considered not to be a traffic violation text message.

[0044] In an embodiment of the present invention, at least three methods are provided for determining whether a target text message is a traffic violation text message, which can accurately classify the target text message and identify the traffic violation text message received by the terminal device.

[0045] Based on the above embodiment, the key information of the target SMS is parsed, including: Based on natural language processing technology, the target text message is parsed to obtain the key information.

[0046] Specifically, in the embodiment of the present invention, the natural language processing (NLP) technology can be used to parse the target text message to obtain the key information of the target text message, so that the key information can be obtained more accurately and efficiently.

[0047] Based on the above embodiment, the step of preferentially displaying the key information based on the terminal device includes: Performing integrity testing on various types of information in the key information to obtain a fourth test result; If the fourth detection result of any type of information in the key information is complete information, the any type of information is displayed preferentially based on the terminal device.

[0048] Specifically, when prioritizing the display of key information, each type of information within the key information can be first subjected to integrity testing to obtain a fourth test result. Specifically, the semantic integrity of each type of information within the key information is determined. This process can be implemented using a test model. By inputting the key information into the test model, the test model outputs the fourth test result for each type of information within the key information.

[0049] The detection model can be trained using an initial model using key information samples with semantic integrity labels for various types of information. For example, the key information samples can be input into the initial model to obtain the initial model's output. The semantic integrity labels and output are then used to calculate the loss. Based on this loss, the model parameters of the initial model are iteratively optimized until the loss converges, resulting in a detection model. The initial model can be a neural network model, and its specific structure can be configured as needed and is not specifically limited here.

[0050] If the fourth detection result of any type of information in the key information is complete information, that is, the semantics of any type of information are complete, then the terminal device can display the information in that type of information first. If the fourth detection result of any type of information is incomplete information, then the information in that type of information will not be displayed, thus preventing the incomplete information from misleading the car owner.

[0051] Based on the above embodiment, the step of preferentially displaying the key information based on the terminal device includes: Determine the display template; Filling the display template based on the key information to obtain display content; Based on the terminal device, the display content is preferentially displayed in a pop-up window format.

[0052] Specifically, when prioritizing the display of key information, a display template may be determined first. This display template may be randomly selected from a template library or matched based on the specific content of the key information. The template library may store multiple pre-determined display templates, and the display templates may be configured with display orders and display styles for different types of information.

[0053] Thereafter, the display template may be filled using the key information, and the display template containing the key information is the display content.

[0054] Finally, the display content can be displayed in a pop-up window in priority through the display screen of the terminal device, which not only prevents key information from being covered by other information, but also increases the attention of car owners.

[0055] Based on the above embodiments, Figure 2 As shown, the traffic violation SMS enhanced reminder method includes: Get the target SMS received by the terminal device; Determine whether the target text message is a traffic violation text message by detecting traffic violation keywords on the target text message, detecting traffic violation text message templates on the target text message, and detecting whether the sender of the target text message is the traffic violation determination party; If the target SMS is not a traffic violation SMS, the terminal device is continuously tested until a new target SMS is received by the terminal device; If the target SMS is a traffic violation SMS, analyze the key information of the target SMS; Perform integrity checks on all types of key information, eliminate incomplete information in the key information, and use terminal devices to give priority to displaying, voice broadcasting, vibration, sound prompts, and other methods to enhance reminders for the remaining complete information in the key information.

[0056] like Figure 3 As shown, based on the above embodiment, an embodiment of the present invention provides a traffic violation SMS enhanced reminder system, including: The SMS acquisition module 31 is used to acquire the target SMS received by the terminal device; The SMS judgment module 32 is used to judge whether the target SMS is a traffic violation SMS; The enhanced reminder module 33 is used to parse the key information of the target text message if the target text message is the traffic violation text message, and to display the key information preferentially based on the terminal device.

[0057] Based on the above embodiment, the enhanced reminder module is further configured to perform at least one of the following: Based on the vehicle bound to the terminal device, the key information is voice broadcasted; Based on the terminal device, the key information is voice broadcasted; Based on the terminal device, a vibration or sound prompt is performed.

[0058] Based on the above embodiment, the SMS judgment module is specifically used to: Performing traffic violation keyword detection on the target text message to obtain a first detection result; Performing a traffic violation text message template detection on the target text message to obtain a second detection result; detecting whether the sender of the target text message is a traffic violation determination party, and obtaining a third detection result; Based on at least one of the first detection result, the second detection result, and the third detection result, it is determined whether the target text message is the traffic violation text message.

[0059] Based on the above embodiment, the key information includes at least one type of information from among handling suggestions, license plate number, violation time, violation location and violation matters.

[0060] Based on the above embodiment, the enhanced reminder module is specifically used to: Performing integrity testing on various types of information in the key information to obtain a fourth test result; If the fourth detection result of any type of information in the key information is complete information, the any type of information is displayed preferentially based on the terminal device.

[0061] Based on the above embodiment, the enhanced reminder module is specifically used to: Determine the display template; Filling the display template based on the key information to obtain display content; Based on the terminal device, the display content is preferentially displayed in a pop-up window format.

[0062] Based on the above embodiment, the enhanced reminder module is further used to: Based on natural language processing technology, the target text message is parsed to obtain the key information.

[0063] Specifically, the functions of each module in the traffic violation SMS enhanced reminder system provided in the embodiment of the present invention correspond one-to-one to the operating procedures of each step in the above method embodiment, and the effects achieved are also consistent. Please refer to the above embodiment for details, and no further details will be given in the embodiment of the present invention.

[0064] Figure 4 An example of a physical structure diagram of an electronic device is shown below. Figure 4 As shown, the electronic device may include: a processor 410, a communications interface 420, a memory 430, and a communication bus 440. The processor 410, the communications interface 420, and the memory 430 communicate with each other via the communication bus 440. The processor 410 may call the logic instructions in the memory 430 to execute the traffic violation SMS enhanced reminder method provided in the above embodiments.

[0065] Furthermore, the logic instructions in the aforementioned memory 430 can be implemented as software functional units and, when sold or used as independent products, can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present invention, or the portion that contributes to the relevant art, or a portion of the technical solution, can be embodied in the form of a software product. This computer software product, stored in a storage medium, includes instructions for enabling a computer device (which can be a personal computer, server, or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present invention. The aforementioned storage medium includes various media capable of storing program code, such as a USB flash drive, a mobile hard drive, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk.

[0066] On the other hand, the present invention also provides a computer program product, which includes a computer program. The computer program can be stored on a computer-readable storage medium. When the computer program is executed by a processor, the computer can execute the traffic violation SMS enhanced reminder method provided in the above embodiments.

[0067] In another aspect, the present invention further provides a computer-readable storage medium storing a computer program. When executed by a processor, the computer program implements the traffic violation SMS enhanced reminder method provided in each of the above embodiments. The computer-readable storage medium may be either a non-transitory or a transient computer-readable storage medium, and is not specifically limited herein.

[0068] The device embodiments described above are merely illustrative. The units described as separate components may or may not be physically separate, and the components shown as units may or may not be physical units, i.e., they may be located in one location or distributed across multiple network units. Some or all of the modules may be selected based on actual needs to achieve the objectives of the present embodiment. Persons of ordinary skill in the art will be able to understand and implement the present invention without inventive effort.

[0069] Through the description of the above embodiments, those skilled in the art will clearly understand that each embodiment can be implemented using software plus a necessary general-purpose hardware platform, or of course, hardware. Based on this understanding, the essence of the above technical solution, or the portion that contributes to the relevant technology, can be embodied in the form of a software product. This computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a magnetic disk, or an optical disk, and includes a number of instructions for causing a computer device (such as a personal computer, server, or network device) to execute the methods described in each embodiment or certain portions of the embodiments.

[0070] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the various embodiments of the present invention.

Claims

1. A method for enhancing traffic violation SMS reminders, characterized in that: include: Get the target SMS received by the terminal device; Determining whether the target text message is a traffic violation text message; If the target text message is the traffic violation text message, key information of the target text message is parsed, and the key information is displayed preferentially based on the terminal device.

2. The method for enhancing traffic violation SMS reminder according to claim 1, characterized in that: After parsing the key information of the target SMS, performing at least one of the following: Based on the vehicle bound to the terminal device, the key information is voice broadcasted; Based on the terminal device, the key information is voice broadcasted; Based on the terminal device, a vibration or sound prompt is performed.

3. The method for enhancing traffic violation SMS reminder according to claim 1, characterized in that: The determining whether the target text message is a traffic violation text message includes: Performing traffic violation keyword detection on the target text message to obtain a first detection result; Performing a traffic violation text message template detection on the target text message to obtain a second detection result; detecting whether the sender of the target text message is a traffic violation determination party, and obtaining a third detection result; Based on at least one of the first detection result, the second detection result, and the third detection result, it is determined whether the target text message is the traffic violation text message.

4. The method for enhancing traffic violation SMS reminder according to claim 1, characterized in that: The key information includes at least one type of information from among handling suggestions, license plate number, violation time, violation location and violation matters.

5. The method for enhancing traffic violation SMS reminder according to claim 4, characterized in that: The prioritizing display of the key information based on the terminal device includes: Performing integrity testing on various types of information in the key information to obtain a fourth test result; If the fourth detection result of any type of information in the key information is complete information, the any type of information is displayed preferentially based on the terminal device.

6. The method for enhancing traffic violation SMS reminder according to claim 1, characterized in that: The prioritizing display of the key information based on the terminal device includes: Determine the display template; Filling the display template based on the key information to obtain display content; Based on the terminal device, the display content is preferentially displayed in a pop-up window format.

7. The method for enhancing traffic violation SMS reminder according to any one of claims 1 to 6, characterized in that: The key information of the target SMS parsed includes: Based on natural language processing technology, the target text message is parsed to obtain the key information.

8. A traffic violation SMS enhanced reminder system, characterized in that: include: SMS acquisition module, used to obtain target SMS messages received by the terminal device; A text message determination module, used to determine whether the target text message is a traffic violation text message; The enhanced reminder module is used to parse the key information of the target text message if the target text message is the traffic violation text message, and to display the key information preferentially based on the terminal device.

9. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein: When the processor executes the computer program, the traffic violation SMS enhanced reminder method according to any one of claims 1 to 7 is implemented.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the method for enhancing traffic violation SMS reminders according to any one of claims 1 to 7 is implemented.

Images