A location analysis system
The location analysis system addresses the lack of future appraisal capabilities in current real estate applications by using AI to process vehicle location, image, and demographic data, providing real-time predictive appraisal values for locations driven by a vehicle.
Patent Information
- Application Number
- PCT/TR2024/051563
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Filing Date
- 2024-12-13
- Publication Date
- 2025-06-26
AI Technical Summary
Current real estate appraisal applications only provide current house or land prices and do not offer future estimation capabilities, failing to meet the need for predictive appraisal data for locations driven by a vehicle.
A location analysis system utilizing artificial intelligence, which processes location data from a vehicle's GPS, images from a vehicle camera, and demographic data from external servers to predict future appraisal values of locations driven by the vehicle.
Enables real-time future appraisal predictions for locations driven by a vehicle, allowing users to make informed investment decisions based on prospective socio-economic trends and location appreciation.
Smart Images

Figure TR2024051563_26062025_PF_FP_ABST
Abstract
Description
[0001] DESCRIPTION
[0002] A LOCATION ANALYSIS SYSTEM
[0003] Technical Field
[0004] The present invention relates to a system for creating an appraisal prediction about a location as a result of analyzing location, image and population, demographic or socio-economic data of places driven by a vehicle during a journey by using artificial intelligence.
[0005] Background of the Invention
[0006] Today, as the time spent by a vehicle increases, the number of places driven by a vehicle increases in direct proportion to time as well. Vehicle users usually want to have information about places they pass by car and thus, they try to get information by means of real estate applications or appraisal applications that are run on their mobile phones. However, the applications used today only show the prices of houses, lands situated in that location and they do not make a future estimate. Therefore, today there is need for solutions which will enable future appraisal estimates to be made about places driven by vehicle.
[0007] The Korean patent document no. KR20200023669A, an application included in the state of the art, discloses an artificial intelligence- aided appraisal system of real estate or immovable investment. The invention subject to the said Korean patent document relates to a technology related to a system for constructing big data for a group of real estate products of a common series such as house, villa, an apartment, land, and the like and recommending the product with high performance. It aims to detect those with investment value among the plurality of real estates by using artificial intelligence. The system comprises an element evaluation unit calculating evaluation values of element data for each real estate; and an expected ranking calculation unit calculating a total score by applying weights to each element data for each real estate and summing up each element data and setting an expected profit ranking of the real estate in a large order of the total score.
[0008] Summary of the Invention
[0009] An object of the present invention is to realize a system which enables the location data of a vehicle, the data collected by using a vehicle camera and the demographic or geographic data accessed on external servers of the relevant location to be processed by means of artificial intelligence- aided modules, and a future appraisal to be made for the relevant location.
[0010] Detailed Description of the Invention
[0011] “A Location Analysis System” realized to fulfil the objective of the present invention is shown in the figure attached, in which:
[0012] Figure 1 is a schematic view of the inventive location analysis system.
[0013] The components illustrated in the figure are individually numbered, where the numbers refer to the following:
[0014] 1. System
[0015] 2. Positioning device
[0016] 3. Imaging device
[0017] 4. Vehicle control unit
[0018] The inventive system (1) for creating a future appraisal prediction about places driven by a vehicle during a journey comprises at least one positioning device (2) which is located on a vehicle and configured to obtain location data by means of satellite signals; at least one imaging device (3) which is located on a vehicle and configured to take an image about places driven by a vehicle during its movement; and at least one vehicle control unit (4) which is configured to establish communication with the positioning device (2) and the imaging device (3), to be in communication with external servers over any communication protocol included in the state of the art, to be triggered upon the vehicle starts to move, to receive the information of location driven by the vehicle over the communication its establishes with the positioning device (2), to collect at least geographic and demographic data about the location on external servers by using location information, to receive the ambient images of the vehicle over the communication established with the imaging device (3), to process them by means of image processing technology and to process the collected data by means of artificial intelligence models, and to make estimates about the future appraisal status of the vehicle location.
[0019] The positioning device (2) included in the inventive system (1) is a GPS module and configured to share the location information it obtains by means of the satellite signals, with the vehicle control unit (4).
[0020] The imaging device (3) included in the inventive system (1) is a camera and configured to collect the ambient images of the vehicle upon it starts to move, and to share these with the vehicle control unit (4). In one preferred embodiment, the imaging device (3) is a 360° camera for taking real-time images of the area surrounding the vehicle. The vehicle control unit (4) included in the inventive system (1) is configured to establish communication with external servers by means of a communication module, to realize data exchange over this communication established, to be in communication with the positioning device (2) and the imaging device (3), to obtain the location information of the place about where appraisal estimate will be made over the communication established with the positioning device (2), to receive the ambient images of the place about where appraisal estimate will be made over the communication established with the imaging device (3), and to make future appraisal estimates by analysing the collected data by means of artificial intelligence algorithms. The vehicle control unit (4) is configured to collect geographic data, map data, socio-economic data, population density map data on external servers by using location data in order to make a population estimate; to clean, edit and process data. The vehicle control unit (4) is configured to process the image data by means of image processing techniques and then to track the settlement and population growth on the map by combining the image data and the geographic data obtained from the location data. The vehicle control unit (4) is configured to develop artificial intelligence models together with deep learning libraries by analyzing the location and image data and to make a future appraisal estimate about the location of the vehicle by using the models. The vehicle control unit (4) is configured to share the appraisal estimates with the vehicle user over an electronic device such as a mobile phone over a display located inside the vehicle or the communication it establishes with external servers.
[0021] In one preferred embodiment, the vehicle control unit (4) is configured to visually colour the areas about where it made appraisal estimate according to certain points and to share it with the vehicle user. Thereby, the vehicle user can easily access the information that a location s / he drives by will be appreciated in the future. Thus, it is possible to easily decide whether a future investment should be made about the location of the vehicle. With the inventive system (1), socio-economic trend of a vehicle’s location is analyzed prospectively and appraisal predictions are made. Thereby, it is possible to take an investment decision for an area and on the other hand, to have information about how much the location will appreciate.
[0022] Within these basic concepts; it is possible to develop various embodiments of the inventive “A Digital Asset Acquisition System (1)”; the invention cannot be limited to examples disclosed herein and it is essentially according to claims.
Claims
CLAIMS1. A system (1) for creating a future appraisal prediction about places driven by a vehicle during a journey; characterized by at least one positioning device (2) which is located on a vehicle and configured to obtain location data by means of satellite signals; at least one imaging device (3) which is located on a vehicle and configured to take an image about places driven by a vehicle during its movement; and at least one vehicle control unit (4) which is configured to establish communication with the positioning device (2) and the imaging device (3), to be in communication with external servers over any communication protocol included in the state of the art, to be triggered upon the vehicle starts to move, to receive the information of location driven by the vehicle over the communication its establishes with the positioning device (2), to collect at least geographic and demographic data about the location on external servers by using location information, to receive the ambient images of the vehicle over the communication established with the imaging device (3), to process them by means of image processing technology and to process the collected data by means of artificial intelligence models, and to make estimates about the future appraisal status of the vehicle location.
2. A system (1) according to Claim 1; characterized by the positioning device (2) which is a GPS module and configured to share the location information it obtains by means of the satellite signals, with the vehicle control unit (4).
3. A system (1) according to Claim 1 or 2; characterized by the imaging device (3) which is a camera and configured to collect the ambient images of the vehicle upon it starts to move, and to share these with the vehicle control unit (4).
4. A system (1) according to any one of the preceding claims; characterized by the imaging device (3) which is a 360° camera for taking real-time images of the area surrounding the vehicle.
5. A system (1) according to any one of the preceding claims; characterized by the vehicle control unit (4) which is configured to establish communication with external servers by means of a communication module, to realize data exchange over this communication established, to be in communication with the positioning device (2) and the imaging device (3), to obtain the location information of the place about where appraisal estimate will be made over the communication established with the positioning device (2), to receive the ambient images of the place about where appraisal estimate will be made over the communication established with the imaging device (3), and to make future appraisal estimates by analysing the collected data by means of artificial intelligence algorithms.
6. A system (1) according to any one of the preceding claims; characterized by the vehicle control unit (4) which is configured to collect geographic data, map data, socio-economic data, population density map data on external servers by using location data in order to make a population estimate; to clean, edit and process data.
7. A system (1) according to any one of the preceding claims; characterized by the vehicle control unit (4) which is configured to process the image data by means of image processing techniques and then to track the settlement and population growth on the map by combining the image data and the geographic data obtained from the location data.
8. A system (1) according to any one of the preceding claims; characterized by the vehicle control unit (4) which is configured to is configured to develop artificial intelligence models together with deep learning libraries by analyzing the location and image data and to make a future appraisal estimate about the location of the vehicle by using the models.
9. A system (1) according to any one of the preceding claims; characterized by the vehicle control unit (4) which is configured to share the appraisal estimates with the vehicle user over an electronic device such as a mobile phone over a display located inside the vehicle or the communication it establishes with external servers.
10. A system (1) according to any one of the preceding claims; characterized by the vehicle control unit (4) which is configured to visually colour the areas about where it made appraisal estimate according to certain points and to share it with the vehicle user.
Citation Information
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