A SCORING SYSTEM
The system addresses the lack of awareness about surrounding vehicle safety by using AI and machine learning to generate and share safety scores, providing real-time warnings and insurance incentives for safer driving.
Patent Information
- Application Number
- TR202516801
- Authority / Receiving Office
- TR · TR
- Patent Type
- Applications
- Current Assignee / Owner
- Filing Date
- 2025-11-06
- Publication Date
- 2026-10-21
AI Technical Summary
Drivers are unaware of the safety status of other vehicles around them, leading to increased difficulty in preventing accidents, and existing systems fail to provide immediate warnings based on comprehensive driver and vehicle safety scores.
A system that utilizes artificial intelligence and machine learning to analyze accident history, traffic behaviors, and experiences to generate safety scores, sharing them with drivers and insurance companies, and provides real-time visual and audible warnings for potentially risky vehicles.
Enhances road safety by enabling drivers to access and respond to safety information of surrounding vehicles, reducing accident risks through informed decision-making and potential insurance discounts for safe drivers.
Smart Images
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Abstract
Description
1 TARIFF A SCORING SYSTEM Technical Area 5 This invention uses artificial intelligence and machine learning algorithms to help drivers safety by analyzing accident history, traffic behaviors and experiences. It relates to a system that enables the creation and sharing of scores. Previous Technique Drivers are unaware of the safety status of other vehicles around them, preventing accidents by avoiding potentially dangerous situations This makes things more difficult. Therefore, today, 15 measures are being taken to improve road safety. drivers can access safety information of vehicles around them and drivers Solutions that provide immediate warnings are needed. U.S. patent number US11423759B2, which falls under the prior art. The document describes analyzing sensor data with machine learning and the driver's 20 from a system configured to determine the security score This explanation discusses techniques related to a driver monitoring system. is presented. The system allows a driver of a vehicle operating in autonomous driving mode. a driver that receives monitoring data from a driver monitoring sensor configured for monitoring It includes a controller circuit. The controller circuit, based on monitoring data, 25 It determines the score of one or more driver-control metrics. These metrics are: It shows whether the driver is monitoring the vehicle's operation. (Controller) The system calculates a control score based on driver-control metric scores. This control score indicates whether the driver is ready to control the vehicle. Additionally, the control circuit displays control 30 on a screen located within the driver's field of vision. The system displays a driver's awareness level based on their score. 2 by warning the driver in situations where the vehicle exhibits reduced awareness behaviors. It can increase security. Brief Description of the Invention The aim of this invention is to analyze drivers' accident history, traffic behavior, and experiences. by analyzing, security scores are generated and these scores are used in other ways. a system that enables sharing with drivers and insurance companies to accomplish. Detailed Description of the Invention A "Scoring System" is attached, which was implemented to achieve the purpose of this invention. This is shown in the figure; Figure 1. Schematic view of a system that is the subject of the invention. The parts shown in the figure are individually numbered, and these numbers correspond to... The equivalents are given below: 1. System 2. Data collection module 3. External server 4. Communication module 5. Control unit 25 Creating safety scores for drivers and monitoring drivers of surrounding vehicles. an invention system that enables sharing with (1), -on the vehicle, environmental views and driving behavior during driving. recording, taking images to identify surrounding vehicles 30 at least one data collection module structured to (2), 3 - accident history, traffic violations, and driver's license duration of vehicles in the vicinity. at least one external server configured to share insurance data in this format (3), -located on the vehicle and used to communicate with surrounding vehicles, alerting drivers. at least one 5 configured to enable the sharing of security scores communication module (4) and - located on the vehicle are the data collection module (2), external server (3) and Communicating with the communication module (4), exchanging data through the established communication to carry out the communication established with the data collection module (2) in the environment Obtaining images, driving behavior, and vehicle identification information, 10 Using the identification information of the surrounding vehicles, the vehicles are placed on the external server (3) to query insurance data and accident history, traffic violations and driver's license collecting data in the form of duration, analyzing the collected data on a driver and vehicle basis matching and analyzing matched data to determine accident frequency, traffic rule violation rate, Using driving experience duration and safe driving behavior characteristics, each 15 scoring for the driver and communication module (4) for other vehicles at least one control unit configured to be shared with the drivers (5) It includes. The invention includes a data collection module (1), camera, sensor (2) 20 It includes equipment such as those that collect environmental data during the vehicle's journey. to record images and driving behaviors and share them with the control unit (5) It is structured accordingly. The data collection module (2) is also located in the vehicle in which it is situated. Collecting telemetry data such as speed, braking, lane changes, and sudden maneuvers. It is configured to share with the control unit (5). Data acquisition module 25 (2) also for identifying vehicles via external servers (3) to collect HGS / OGS data and share it with the control unit (5) It is being structured. The external servers (1) in the system that is the subject of the invention are (3) insurance company servers 30 and the vehicle identification information is used by the control unit (5) and the vehicle 4 to share information about accident history, traffic violations, and driver's license duration It is being structured. The communication module (1) in the system that is the subject of the invention is located on (4) the vehicle. and by communicating with other vehicles, driver safety scores are 5 These are IoT devices configured to enable sharing. Control unit (5) Driving safety scores are compared with other communication established through communication module (4). to enable sharing with the communication modules of the vehicles (4) It is being structured. The control unit (5) data acquisition module (2) located in the system (1) which is the subject of the invention, To communicate with the external server (3) and the communication module (4), the established communication to exchange data and combine the collected data to drive and is configured to match on a vehicle basis. Control unit (5) Pre-processing the collected data, filtering out missing and erroneous data, and 15 It is structured to normalize and extract features. Control unit (5) collected data on accident frequency, traffic rule violation rate, driving experience to extract features using duration and safe driving behaviors It is being structured. The control unit (5) uses artificial intelligence and the processed and analyzed data. Safety score for each driver through machine learning algorithms. to produce and depending on the safety score produced, to rate the driver as very safe, safe, to categorize as moderate, insecure, very insecure, and lack of information is configured. The control unit (5) communicates with the vehicle computer inside the vehicle 25 to establish and use established communication to provide driver safety scores and categories. to share their information with the driver verbally and / or visually It is configured. The control unit (5) also monitors the vehicle in real time. Viewing surrounding vehicles on a map via computer, driver safety scores to display risky vehicles with designated colors and to provide visual and audible warnings for 30 vehicles. It is configured to ensure that it is reported. The control unit (5) also Drivers are categorized as experienced or inexperienced using the driver safety score. to classify and make available via the vehicle's computer This is how it is structured. This allows the driver to be informed about vehicles that pose a risk. On the other hand, the control unit (5) can detect vehicles that pose a risk. 5 to ensure the driver is informed if it approaches It is structured. In the system that is the subject of the invention, (1) control unit (5) each drive By recalculating the security based on changes in the collected data afterwards, the security system is improved. It is configured to update its score. The control unit (5) also sharing the calculated security scores with external servers (3) and insurances It is structured to enable its use in calculations. Thus, 10 Insurance discounts for drivers with high safety scores It is possible. With the system (1) that is the subject of the invention, the safety scores of the drivers are calculated. It is shared with other vehicles in the vicinity. The system (1) uses artificial intelligence algorithms, 15 Vehicle accident history, traffic violations, and driver experience data are displayed in real-time. By analyzing these factors, we determine risk levels and warn the driver and other drivers. It aims to ensure safe driving by providing visual and audible warnings. Around these basic concepts, the subject of the invention is “A Scoring System (1)” 20 It is possible to develop a wide variety of applications, and the invention described herein It cannot be limited to examples; it is essentially as stated in the requests.
Claims
6 REQUESTS 1. Creating safety scores for drivers and monitoring surrounding vehicles. enabling sharing with drivers, -located on the vehicle, environmental views and driving behavior during driving 5 to record, to take images in order to identify the surrounding vehicles at least one data collection module structured to (2), - accident history, traffic violations, and driver's license duration of vehicles in the vicinity. at least one external server configured to share insurance data in this format (3), 10 -located on the vehicle and used to communicate with surrounding vehicles, alerting drivers. at least one configured to enable the sharing of safety scores communication module (4) and - located on the vehicle are the data collection module (2), external server (3) and Communicating with the communication module (4), exchanging data through the established communication 15 to carry out the communication established with the data collection module (2) in the environment Obtaining images of vehicles, driving behavior, and vehicle identification information, Using the identification information of the surrounding vehicles, the vehicles are placed on the external server (3) to query insurance data and accident history, traffic violations and driver's license Collecting data in the form of duration, analyzing the collected data on a driver and vehicle basis 20 matching and analyzing matched data to determine accident frequency, traffic rule violation rate, using driving experience duration and safe driving behavior characteristics for each scoring for the driver and communication module (4) for other vehicles with at least one control unit (5) configured to share with the drivers a characterized system (1). 25 2. The camera includes sensor-type equipment that monitors the vehicle while it is in motion. to record collected environmental images and driving behaviors and control unit (5) characterized by the data collection module (2) configured to share with A system like the one in Claim 1 (1). 30 7 3. The speed, braking, lane changes, and sudden maneuvers of the vehicle in question. to collect telemetry data and share it with the control unit (5) In Claim 1 or 2 characterized by the configured data collection module (2) such a system (1).
4. License plate for identifying vehicles via external servers (3), To collect HGS / OGS data and share it with the control unit (5) the above is characterized by the structured data collection module (2) a system like any of the requests (1).
5. Insurance company servers use vehicle identification information. with control unit (5) vehicle accident history, traffic violations and driver's license characterized by external servers (3) configured to share duration information. a system like any of the above-mentioned requests (1).
6. It is located on the vehicle and communicates with other vehicles, enabling the driver to... IoT configured to enable the sharing of security scores from the above requests characterized by the communication module (4) which has devices a system like any other (1).
7. Driving safety scores via communication established with the communication module (4) to enable sharing with other vehicles' communication modules (4) from the above requirements characterized by the configured control unit (5) a system like any other (1).
8. Communication with the data collection module (2), external server (3) and communication module (4) to establish, exchange data through the established communication channels, and collect configured to combine data and match it on a driver and vehicle basis. any of the above requirements characterized by the control unit (5) a system like one of them (1). 30 8 9. Pre-processing the collected data and removing missing or erroneous data. and control structured for normalization and feature extraction. as in any of the above requests characterized by unit (5) a system (1).
10. The collected data includes accident frequency, traffic rule violation rate, and driving experience. to extract features using duration and safe driving behaviors from the above requirements characterized by the configured control unit (5) a system like any other (1).
11. Artificial intelligence and machine learning using processed and analyzed data. generating a safety score for each driver through algorithms and the generated Depending on the safety score, the driver is categorized as very safe, safe, moderate, unsafe, or very unsafe. Control structured to categorize as insecure and lacking information. 15 as in any of the above requests characterized by unit (5). a system (1).
12. Communicating with the vehicle's computer inside the vehicle and the established communication. driver safety scores and category information are shared with the driver via voice chat. and / or control unit (5) configured for visual sharing 20 a system like any of the above characterized demands (1).
13. Real-time map of surrounding vehicles via the vehicle's computer. to indicate slips and hazards using colors determined by safety scores 25 configured to provide visual and audible notifications of vehicles any of the above requirements characterized by the control unit (5) a system like one of them (1).
14. Using the driver safety score, you can categorize drivers as experienced or inexperienced. to classify them as such and to enable their presentation via the vehicle computer 30 9 from the above requirements characterized by the configured control unit (5) a system like any other (1).
15. Driver's warnings when vehicles posing a risk approach him / her Control unit (5) configured to provide information. a system like any of the above characterized demands (1).
16. Recalculation as data collected after each drive changes. by updating the safety score with the control unit (5) A system like any of the above-mentioned demands characterized (1). 10 17. To share the calculated security scores with external servers (3) and a control structured to enable its use in calculating insurance as in any of the above requests characterized by unit (5) a system (1). 15