KR20220168533A - Electronic device for managnign entering or leaving vehicle and method for operating thereof - Google Patents

Abstract

According to one embodiment, a method of operating a server comprises the steps of: connecting to communicate with a user device running an application for managing vehicle entry and/or exit, and authenticating based on an ID and a password received from the user device; receiving information about a vehicle to be managed input by the application from the user device, wherein the information about the vehicle to be managed includes the vehicle's license plate number, entry and/or exit date and time, entry and/or exit purpose, and registration expiration time; registering information about the received vehicle to be managed; communicating and connecting with the guard station device executing the application running on the guard station device; and obtaining information about a first vehicle from the guard station device. The information about the first vehicle includes a license plate number of the first vehicle, a license plate image of the first vehicle, and entry and/or exit time of the first vehicle, and the information about the first vehicle is obtained using security devices controlled by the security station device. The method also comprises a step of, when the vehicle number of the first vehicle included in the information about the first vehicle received from the guard station device and the vehicle number of the registered vehicle correspond to each other, transmitting a push message containing at least some of the information about the first vehicle to the user device. Various other embodiments are possible. The present invention enhances the efficiency of visiting vehicle management.

Description

Electronic device for managing entering or exiting vehicles and its operating method

The present application relates to an electronic device for managing an entering or exiting vehicle and an operating method thereof.

Non-face-to-face services, which started in the distribution industry, centered on the millennial generation, were gradually expanding, but due to the aftermath of Corona 19, they are now having a tremendous impact throughout our society. Consumers want non-face-to-face services rather than face-to-face services because they can easily and quickly obtain necessary information online.

In particular, when managing visiting vehicles, it may be more efficient to manage visiting vehicles non-face-to-face rather than face-to-face.

However, at present, there is no platform for non-face-to-face management of visiting vehicles, and the implementation of technology for this is required.

According to an embodiment of the present application, an object of the present application is to collect information about a vehicle visited (eg, entering or exiting), transmit the information to a user device that the vehicle wants to visit, and in the case of an unregistered vehicle, allow the user to control a circuit breaker. By doing so, it is to provide an electronic device and its operation method that increase the efficiency of visiting vehicle management by managing visiting vehicles in a non-face-to-face manner.

According to an embodiment of the present application, another task is to use big data accumulated in the server to predict visitors of vehicles coming out of other regions in advance and notify the predicted visitor's device of unregistered vehicle information in advance. It is to provide an electronic device and operation method that increase the efficiency of managing unregistered visiting vehicles.

According to an embodiment of the present application, another object is to provide an electronic device and operation method that increase the efficiency of managing unregistered visiting vehicles by setting a cycle for informing vehicles to leave in advance based on weights identified based on an artificial intelligence model. is in doing

The problem to be solved by this application is not limited to the above-mentioned problem, and problems not mentioned will be clearly understood by those skilled in the art from this specification and the accompanying drawings. .

According to one embodiment, an operating method of an electronic device is connected to a user device that executes an application for managing entry and exit, and authentication based on an ID and a password received from the user device; Receiving, from the user device, information on a vehicle to be managed, which is input by the application, and the information on the vehicle to be managed includes a license plate number of the vehicle, a date and time of entry and / or exit, entry and / or or registering the received information about the vehicle to be managed, including the purpose of leaving the vehicle and the registration expiry time; Connecting communication with the guardhouse device that runs the application running on the guardhouse device; Acquiring information on the first vehicle from the guard post device; including, the information on the first vehicle is the vehicle number of the first vehicle, the license plate image of the first vehicle, the entrance of the first vehicle And / or including a departure time, the information on the first vehicle is obtained using the guard devices controlled by the guard station device, the first vehicle included in the information on the first vehicle received from the guard station device 1. When the vehicle number of the vehicle and the vehicle number of the registered vehicle correspond to each other, transmitting a push message including at least a part of the information on the first vehicle to the user device; this can be provided.

According to one embodiment, a server comprising: a database; communication circuit; and at least one processor, wherein the at least one processor is communicatively connected to the user device that executes an application for managing entry and/or exit using the communication circuit, and an ID received from the user device. and authentication based on a password, and receiving information about a vehicle to be managed input by the application from the user device using the communication circuit, wherein the information about the vehicle to be managed includes a license plate number of the vehicle, It includes the date and time of entry and/or exit, the purpose of entry and/or exit, and the registration expiration time, registers the received information on the vehicle to be managed in the database, and executes in the guard post device using the communication circuit. The communication connection with the guardhouse device running the application, obtaining information about the first vehicle from the guardhouse device using the communication circuit, and the information about the first vehicle is the vehicle of the first vehicle number, a license plate image of the first vehicle, and an entry and / or exit time of the first vehicle, wherein the information on the first vehicle is obtained using security devices controlled by the guard station device, the guard When the vehicle number of the first vehicle included in the information about the first vehicle received from the small device and the vehicle number of the registered vehicle correspond to each other, the information about the first vehicle is obtained by using the communication circuit. A server configured to transmit a push message including at least a part to the user device may be provided.

According to one embodiment, a computer-readable recording medium recording a program for executing a method for managing a vehicle entering or exiting performed by an electronic device, wherein the method for managing a vehicle entering or exiting is an application for managing entry and/or exit. Communicating with the user device that executes, authenticating based on an ID and password received from the user device and receiving information about a vehicle to be managed input by the application from the user device; The information on the vehicle to be managed includes the vehicle number of the vehicle, the date and time of entry and / or exit, the purpose of entry and / or exit, and the expiration time of registration, and the received information on the vehicle to be managed includes Registering, communicating with the guard post device that executes the application executed in the guard post device, and obtaining information on a first vehicle from the guard post device; further comprising, the first vehicle The information about includes the vehicle number of the first vehicle, the license plate image of the first vehicle, the entry and / or exit time of the first vehicle, and the information on the first vehicle is controlled by the guardhouse device. Obtained using guard devices, when the vehicle number of the first vehicle and the vehicle number of the registered vehicle included in the information about the first vehicle received from the guard station device correspond to each other, the first vehicle A computer-readable recording medium may be provided, comprising the step of transmitting a push message including at least some of the information about to the user device.

According to an embodiment, a program stored in a computer readable recording medium to perform a method for managing a vehicle entering or exiting an electronic device, wherein the method for managing a vehicle entering or exiting executes an application for managing entry and/or exit. It is communicatively connected with the user device, authenticating based on the ID and password received from the user device, and receiving information about the vehicle to be managed input by the application from the user device; including And, the information on the vehicle to be managed includes the vehicle number of the vehicle, the date and time of entry and / or exit, the purpose of entry and / or exit, and the expiration time of registration, registering the received information on the vehicle to be managed Step, the step of communicating with the guard post device running the application executed in the guard post device and obtaining information on the first vehicle from the guard post device; further comprising, for the first vehicle The information includes the vehicle number of the first vehicle, the license plate image of the first vehicle, the entry and / or exit time of the first vehicle, and the information on the first vehicle is a guard device controlled by the guard station device Obtained using a, when the vehicle number of the first vehicle and the vehicle number of the registered vehicle included in the information about the first vehicle received from the guardhouse device correspond to each other, for the first vehicle A program stored in a computer-readable recording medium may be provided, including transmitting a push message including at least some of the information to the user device.

The solution to the problem is not limited to the above-mentioned solution, and solutions not mentioned will be clearly understood by those skilled in the art from this specification and the accompanying drawings. .

According to an embodiment of the present application, an electronic device and its operating method collects information about a vehicle visited (eg, entering or exiting) and delivers it to a user device that the vehicle wants to visit, and in the case of an unregistered vehicle, the user By controlling the circuit breaker, it is possible to increase the efficiency of visiting vehicle management by managing visiting vehicles non-face-to-face.

According to an embodiment of the present application, an electronic device and an operating method thereof predict a visitor of a vehicle coming out of another area in advance using big data accumulated in a server, and information of an unregistered exiting vehicle as the device of the predicted visitor. By notifying in advance, it is possible to increase the efficiency of unregistered visit vehicle management.

According to an embodiment of the present application, the electronic device and its operating method can increase the efficiency of managing unregistered visiting vehicles by setting a cycle for notifying unloading vehicles in advance based on weights identified based on an artificial intelligence model.

Effects are not limited to the above effects, and effects not mentioned will be clearly understood by those skilled in the art from this specification and the accompanying drawings.

1 is a diagram for explaining an example of devices included in a smart visiting vehicle management system according to an embodiment of the present application.
2 is a block diagram illustrating an example of a configuration of a management server according to an embodiment of the present application.
3 is a block diagram illustrating an example of a configuration of an electronic device according to an embodiment of the present application.
4 is a flowchart illustrating an example of an operation of a smart visiting vehicle management system according to an embodiment of the present application.
5 is a diagram for explaining examples of operations of devices (eg, a management server, a user's electronic device, and a security guard's electronic device) according to an embodiment of the present application.
6 is a diagram illustrating an example of a screen of a management program (or application) executed in the user's electronic device 201 according to an embodiment of the present application.
7 is a diagram illustrating another example of a screen of a management program (or application) executed in the user's electronic device 201 according to an embodiment of the present application.
8 is a flowchart for explaining another example of the operation of the smart information analysis system according to an embodiment of the present application.
9 is a diagram for explaining an example of an operation of generating an artificial intelligence model for predicting a destination of an unloaded vehicle of a management server according to an embodiment of the present application.
10 is a diagram for explaining an example of an operation of predicting a destination of an unloaded vehicle using an artificial intelligence model of a management server according to an embodiment of the present application.
11 is a diagram for explaining an example of an operation of providing a push message to a user device of a predicted destination of a management server according to an embodiment of the present application.
12 is a flowchart for explaining another example of an operation of a smart information analysis system according to an embodiment of the present application.
13 is a diagram for explaining an example of an operation of adjusting a cycle of a notification message provided to a user device based on a weight of a prediction destination output using an artificial intelligence model of a management server according to an embodiment of the present application. to be.

According to one embodiment, a method of operating a server, comprising: authenticating based on an ID and password received from the user device that is communicatively connected with the user device that executes an application for managing entry and/or exit; Receiving, from the user device, information on a vehicle to be managed, which is input by the application, and the information on the vehicle to be managed includes a license plate number of the vehicle, a date and time of entry and / or exit, entry and / or or registering the received information about the vehicle to be managed, including the purpose of leaving the vehicle and the registration expiry time; Connecting communication with the guardhouse device that runs the application running on the guardhouse device; Acquiring information on the first vehicle from the guard post device; including, the information on the first vehicle is the vehicle number of the first vehicle, the license plate image of the first vehicle, the entrance of the first vehicle And / or including a departure time, the information on the first vehicle is obtained using the guard devices controlled by the guard station device, the first vehicle included in the information on the first vehicle received from the guard station device 1. When the vehicle number of the vehicle and the vehicle number of the registered vehicle correspond to each other, transmitting a push message including at least a part of the information on the first vehicle to the user device; this can be provided.

According to one embodiment, receiving information on the type of vehicle to be notified from the user device; including, wherein the type of vehicle is a registered vehicle, and a third received from the guard station device, including an unregistered vehicle. determining the type of the first vehicle based on the vehicle number of the first vehicle included in the information about the first vehicle and information on vehicle numbers registered in the server; transmitting the push message to the user device when the determined type of the first vehicle is the type of the vehicle to be notified of; and not transmitting the push message to the user device when the determined type of the first vehicle is not the type of the vehicle to be notified of.

According to one embodiment, when the type of the determined first vehicle is the type of the vehicle to be notified, the guard station device automatically blocks the barrier while transmitting the push message to the user device. Sending a message to control to open; and when the determined type of the first vehicle is the type of the vehicle to be notified of, providing a screen for controlling the circuit breaker to the user device and receiving an input for opening the circuit breaker through the screen. Transmitting a message to the guardhouse device to control the guardhouse device to open the circuit breaker; including, an operating method may be provided.

According to an embodiment, generating an artificial intelligence model using information about vehicles leaving the plurality of regions stored in the server and information about destinations of the vehicles leaving the vehicle as training data. and the artificial intelligence model is set to output weights for each of a plurality of regions in response to receiving input of the first vehicle to be taken out, and the exit information includes the number of the vehicle to be taken out, the number of the vehicle to be taken out obtaining exit information on a specific vehicle to be taken out of a first region, including information on an exit time, an exit direction of the vehicle to be taken out, and whether or not the vehicle is to be taken out; identifying output weights for each of the plurality of regions in response to inputting the vehicle exit information to the artificial intelligence model; and identifying a first weight having the highest value among the weights for each of the plurality of regions, and identifying a second region corresponding to the identified first weight as a destination of the specific vehicle to be taken out. and transmitting a message informing of the visit of the specific vehicle to be taken out to the first user device of the first user corresponding to the identified destination.

According to an embodiment, when the vehicles are taken out of the plurality of regions, the information about the vehicles taken out of the plurality of regions is received from each of the guard post devices located for each of the plurality of regions. obtaining; acquiring information about one of a plurality of regions visited by the vehicles exiting the vehicle for each of the plurality of regions as information on the destination; and storing the information about the vehicle exiting from the plurality of areas in association with the information about the destination, and generating the artificial intelligence model based on the stored information. The message notifying the visit of the vehicle may include information about an expected arrival time calculated based on a distance between the first region and the second region.

According to an embodiment, identifying the first user device of the plurality of user devices of the second area, which was previously visited by the first vehicle exiting the first area; and transmitting the message notifying the visit of the specific vehicle to the first user device when the first vehicle is unregistered by the first user device.

According to an embodiment, the message notifying the visit of the specific vehicle includes a screen for registering the specific vehicle, and through the screen for registering the specific vehicle from the first user device, the specific vehicle When an input for registering is received, automatically registering the number of the specific vehicle and the expected arrival time at which the specific vehicle enters based on at least a part of the exit information of the specific vehicle; A method may be provided.

According to an embodiment, when there is no first user device previously visited by the first vehicle out of the first area among the plurality of user devices in the second area, a second user device having a lower priority than the first weight is not present. identifying a third region corresponding to the weight of 2; identifying the second user device from among the plurality of user devices in the third area, which was previously visited by the first vehicle exiting the first area; And transmitting the message to the second user device; including, an operating method may be provided.

According to an embodiment, an operation method may be provided in which a period in which the message indicating the visit of the specific vehicle is transmitted to the first user device is determined in proportion to the identified first weight.

According to one embodiment, a server comprising: a database; communication circuit; and at least one processor, wherein the at least one processor is communicatively connected to the user device that executes an application for managing entry and/or exit using the communication circuit, and an ID received from the user device. and authentication based on a password, and receiving information about a vehicle to be managed input by the application from the user device using the communication circuit, wherein the information about the vehicle to be managed includes a license plate number of the vehicle, It includes the date and time of entry and/or exit, the purpose of entry and/or exit, and the registration expiration time, registers the received information on the vehicle to be managed in the database, and executes in the guard post device using the communication circuit. The communication connection with the guardhouse device running the application, obtaining information about the first vehicle from the guardhouse device using the communication circuit, and the information about the first vehicle is the vehicle of the first vehicle number, a license plate image of the first vehicle, and an entry and / or exit time of the first vehicle, wherein the information on the first vehicle is obtained using security devices controlled by the guard station device, the guard When the vehicle number of the first vehicle included in the information about the first vehicle received from the small device and the vehicle number of the registered vehicle correspond to each other, the information about the first vehicle is obtained by using the communication circuit. A server configured to transmit a push message including at least a part to the user device may be provided.

The embodiments described in this specification are intended to clearly explain the idea according to various embodiments to those skilled in the art to which this application belongs, so that this application is not limited by the embodiments described in this specification. No, according to various embodiments, the scope should be construed as including modifications or variations that do not deviate from the spirit, according to various embodiments.

The terminology used in this specification has been selected as a general term that is currently widely used as much as possible in consideration of the function in this application, but it may vary depending on the intention, custom, or emergence of new technology of those skilled in the art to which this application belongs. can However, in the case where a specific term is defined and used in an arbitrary meaning, the meaning of the term will be separately described. Therefore, the terms used in this specification should be interpreted based on the actual meaning of the term and the overall content of this specification, not the simple name of the term.

The drawings accompanying this specification are intended to easily explain the present application, and according to various embodiments, the shapes shown in the drawings may be exaggerated as necessary to aid understanding, so that the present application is limited by the drawings. It is not.

According to various embodiments, a detailed description of a known configuration or function related to the present application in this specification will be omitted if necessary if it is determined that the gist may be obscured.

Various embodiments of this document and terms used therein are not intended to limit the technical features described in this document to specific embodiments, but should be understood to include various modifications, equivalents, or substitutes of the embodiments. In connection with the description of the drawings, like reference numbers may be used for like or related elements. The singular form of a noun corresponding to an item may include one item or a plurality of items, unless the relevant context clearly dictates otherwise. In this document, "A or B", "at least one of A and B", "at least one of A or B," "A, B or C," "at least one of A, B and C," and "A Each of the phrases such as "at least one of , B, or C" may include any one of the items listed together in that phrase, or all possible combinations thereof. Terms such as "first", "second", or "first" or "secondary" may simply be used to distinguish a given component from other corresponding components, and may be used to refer to a given component in another aspect (eg, importance or order) is not limited. A (e.g., first) component is said to be "coupled" or "connected" to another (e.g., second) component, with or without the terms "functionally" or "communicatively." When mentioned, it means that the certain component may be connected to the other component directly (eg by wire), wirelessly, or through a third component.

The term "module" used in this document may include a unit implemented by hardware, software, or firmware, and may be used interchangeably with terms such as logic, logic block, component, or circuit, for example. A module may be an integrally constructed component or a minimal unit of components or a portion thereof that performs one or more functions. For example, according to one embodiment, the module may be implemented in the form of an application-specific integrated circuit (ASIC).

Various embodiments of this document provide one or more instructions stored in a storage medium (eg, internal memory 136 or external memory 138) readable by a machine (eg, electronic device 101). It may be implemented as software (eg, the program 140) including them. For example, a processor (eg, the processor 120 ) of a device (eg, the electronic device 101 ) may call at least one command among one or more instructions stored from a storage medium and execute it. This enables the device to be operated to perform at least one function according to the at least one command invoked. The one or more instructions may include code generated by a compiler or code executable by an interpreter. The device-readable storage medium may be provided in the form of a non-transitory storage medium. Here, 'non-temporary' only means that the storage medium is a tangible device and does not contain signals (e.g., electromagnetic waves), and this term refers to the case where data is stored semi-permanently in the storage medium. It does not discriminate when it is temporarily stored.

According to one embodiment, the method according to various embodiments disclosed in this document may be included and provided in a computer program product. Computer program products may be traded between sellers and buyers as commodities. A computer program product is distributed in the form of a device-readable storage medium (e.g. compact disc read only memory (CD-ROM)), or through an application store (e.g. Play Store™) or on two user devices (e.g. It can be distributed (eg downloaded or uploaded) online, directly between smartphones. In the case of online distribution, at least part of the computer program product may be temporarily stored or temporarily created in a device-readable storage medium such as a manufacturer's server, an application store server, or a relay server's memory.

According to various embodiments, each component (eg, module or program) of the components described above may include a singular entity or a plurality of entities. According to various embodiments, one or more components or operations among the aforementioned corresponding components may be omitted, or one or more other components or operations may be added. Alternatively or additionally, a plurality of components (eg modules or programs) may be integrated into a single component. In this case, the integrated component may perform one or more functions of each of the plurality of components identically or similarly to those performed by a corresponding component of the plurality of components prior to the integration. . According to various embodiments, the actions performed by a module, program, or other component are executed sequentially, in parallel, iteratively, or heuristically, or one or more of the actions are executed in a different order, or omitted. or one or more other actions may be added.

1. Smart visiting vehicle management system

Hereinafter, a smart visiting vehicle management system according to an embodiment of the present application will be described.

In this specification, the smart visiting vehicle management system collects information (eg, entry information, exit information) about vehicles visiting a specific place (eg, a residential area) online, and checks the entry and/or exit of the visiting vehicle. It can be defined as a system that manages (e.g. circuit breaker control). For example, a smart visiting vehicle management system collects information (eg, image associated with the vehicle, exit and/or entry time) about vehicles entering or exiting through a security guard at a specific place, It is provided in the form of a push message to a user's electronic device (eg, terminal), and the collected vehicle information can be accumulated and made into a history. In addition, for example, the smart visited vehicle management system classifies the type of vehicle to be managed (eg, registered vehicle, unregistered vehicle, regular vehicle, etc.) to accumulate information about the vehicle and identify whether the push message is transmitted. can Also, for example, the smart visiting vehicle management system may provide an interface for controlling a guard device (eg, a circuit breaker) of a guard station with an electronic device (eg, terminal) of a user residing in the specific place.

Hereinafter, the smart visiting vehicle management system will be described in more detail.

2. Composition of smart visiting vehicle management system

1 is a diagram for explaining an example of devices included in a smart visiting vehicle management system according to an embodiment of the present application.

Referring to FIG. 1 , the smart visiting vehicle management system includes a management server 100, an electronic device 201 of a user, and an electronic device 202 provided in a security station. ) may be included. However, it is not limited to what is shown in FIG. 1 and the smart visiting vehicle management system may include fewer components than the illustrated devices or may be implemented to include more components.

According to an embodiment of the present application, the management server 100 is a user (user) existing in specific regions (eg, region A 10, region B 20) (eg, residential regions). It may be a relay device that exchanges (eg, transmits and/or receives) predetermined information with the electronic device 201 of a ) and the electronic device 202 of a security station. As shown in FIG. 1, the specific areas (eg, area A 10 and area B 20) include a plurality of areas, and may include, for example, residential areas such as apartment complexes, but description and / Or it may be various types of places (eg, general public facilities equipped with parking lots, large stores equipped with parking lots, etc.) where vehicles enter or exit without being limited to the illustrated bar. For each region, there may be a place where a user resides (e.g. apartment) and a guard station where a vehicle leaves or enters, but it is not limited to what is described, and various names (e.g. management office) are used instead of the name security station. ) can be used. The guard post may be provided with various types of devices for managing vehicles leaving and/or entering, for example, a camera 301 for photographing the vehicle and a blocker 302 for controlling entry or exit of the vehicle. ) may be included. In one embodiment, the management server 100 provides information (eg, information about vehicles visiting a specific area (eg, area A 10, area B 20) from the electronic device 202 of a security station. : Images related to the vehicle, time of exit and/or entry) may be received, collected, and accumulated. In one embodiment, the management server 100 is an electronic device 201 of a user in a specific area (eg, area A 10 and area B 20), which includes the collected information about the vehicle. A message (eg, a push message) may be transmitted, and information on the vehicle may be provided on a predetermined interface (eg, an execution screen of a management program (or application) to be described later). In another embodiment, the management server 100 provides a predetermined interface (eg, management described later) from the user's electronic device 201 in a specific region (eg, region A 10 or region B 20). A message for controlling (eg, opening/closing a circuit breaker) of devices (eg, camera 301, circuit breaker 302) of a guard station is received through the execution screen of a program (or application), and the security guard based on the received message A command may be transmitted to the electronic device 202 of the guardhouse so that the devices of the cow (eg, the camera 301 and the circuit breaker 302) are controlled.

According to an embodiment of the present application, the electronic device 200 may include various types of electronic devices capable of communicating with the management server 100 and usable by users and security stations. . The electronic device may include personal terminals (eg, smart phone, etc.), electronic devices (eg, PC, etc.) provided in a fixed location, and a movable personal laptop computer. For example, the electronic devices 201 and 202 may access the management server 100 and exchange the aforementioned information using a management application described below. For example, the user's electronic device 201 receives vehicle information (eg, images associated with the vehicle, exit and/or entry times) from the management server 100, or security devices provided in a guard post. (eg, a command message for controlling the camera 301 and the blocker 302) may be transmitted to the management server 100. As another example, the electronic device 201 of the guard post includes information about the vehicle (eg, related to the vehicle) obtained using guard devices (eg, the camera 301 and the circuit breaker 302) provided in the guard post. image, exit and/or entry time) may be transmitted to the management server 100 .

2.1. An example of configurations of a smart visiting vehicle management system

Hereinafter, an example of configurations for performing operations of components included in the smart visiting vehicle management system will be described. Meanwhile, since the smart visiting vehicle management system may be implemented as a system type or an on-device type according to the purpose of implementation, this will be described later in “2.2 Table of Contents”.

2.1.1 An example of the configuration of the management server 100

First, an example of the configuration of the management server 100 will be described.

2 is a block diagram showing an example of the configuration of the management server 100 according to an embodiment of the present application. Meanwhile, not limited to that shown in FIG. 2 , the management server 100 may include fewer or more components than the illustrated components.

Referring to FIG. 2, according to an embodiment, the management server 100 includes a first communication circuit 110, an information providing module 121, an information acquisition module 122, and an information analysis module 123. It may include a control circuit 120 and a database 130 .

The first communication circuit 110 may communicate with an external device (eg, the electronic device 200). For example, the first communication circuit 110 is connected to a network through wireless or wired communication to establish communication with an external device (eg, the electronic device 200), and to transmit information and/or data through the established communication. can be exchanged The wireless communication is, for example, LTE, LTE-A (LTE Advance), CDMA (code division multiple access), WCDMA (wideband CDMA), UMTS (universal mobile telecommunications system), WiBro (Wireless Broadband), or GSM ( Global System for Mobile Communications) and the like may include cellular communication using at least one. According to one embodiment, wireless communication, for example, WiFi (wireless fidelity), Bluetooth, Bluetooth Low Energy (BLE), Zigbee, near field communication (NFC), magnetic secure transmission (Magnetic Secure Transmission), radio It may include at least one of a frequency (RF) and a body area network (BAN). According to one embodiment, wireless communication may include GNSS. The GNSS may be, for example, a Global Positioning System (GPS), a Global Navigation Satellite System (Glonass), a Beidou Navigation Satellite System (hereinafter “Beidou”) or Galileo, the European global satellite-based navigation system. Hereinafter, in this document, "GPS" may be used interchangeably with "GNSS". Wired communication may include, for example, at least one of universal serial bus (USB), high definition multimedia interface (HDMI), recommended standard 232 (RS-232), power line communication, or plain old telephone service (POTS). there is. Network 162 may include at least one of a telecommunication network, for example, a computer network (eg, LAN or WAN), the Internet, or a telephone network.

The first control circuit 120 may control overall operations of the management server 100 . To this end, the first control circuit 120 may perform calculations and processing of various types of information and control the operation of elements (eg, the first communication circuit 110) of the management server 100. The first control circuit 120 may be implemented with a computer or similar device according to hardware, software, or a combination thereof. In terms of hardware, the first control circuit 120 may be provided in the form of an electronic circuit (eg, CPU, etc.) that processes electrical signals to perform a control function, and in terms of software, the first control circuit in hardware ( 120) may be provided in the form of a program. Modules included in the first control circuit 120 of the management server 100 described below (eg, information provision module 121, information acquisition module 122, and information analysis module 123) are the first The control circuit 120 may control to perform an operation related to the module. In other words, the modules are implemented as programs, computer readable codes, processes, or instructions for controlling to perform operations associated with the modules, and the modules are executed by the first control circuit 120. In this case, the first control circuit 120 may be controlled to perform an operation related to the module. Meanwhile, in the following description, unless otherwise noted, the operation of the electronic device 100 may be interpreted as being performed under the control of the first control circuit 120 .

The first control circuit 120 includes an information providing module 121, and the information providing module 121 is an electronic device 200 connected (eg, communication connection) and information accumulated in the management server 100. can provide. For example, when the user's electronic device 201 accesses the management server 100 using a management program (or application) described below, the information providing module 121 provides information accumulated in the management server 100. may be updated and provided on the execution screen of the management program. The information accumulated in the management server 100 may be information acquired from the electronic device 201 of the user and the electronic device 202 of the guardhouse by using the information acquisition module 122 described below.

The first control circuit 120 includes an information acquisition module 122, and the information acquisition module 122 is connected to the electronic device 200 (eg, user's Predetermined information may be received from the electronic device 201 and the electronic device 202 of the guard post and stored in the database 130 . In one embodiment, the information acquisition module 122 is connected to the security devices (e.g., the camera 301 and the circuit breaker 302) from the electronic device 202 of the guard station that is accessed using a management program (or application). Information obtained by can be obtained. For example, the information acquisition module 122 may acquire an image of a vehicle captured by the camera 301 (eg, a license plate image) and information about a time when a vehicle entering and/or leaving the vehicle is captured. In another embodiment, the information acquisition module 122 may include registration information (eg, vehicle details) about a vehicle registered as being managed by the user's electronic device 201 accessed using a management program (or application). information, entry and/or exit date and time) may be obtained.

The first control circuit 120 includes an information analysis module 123, and the information analysis module 123 analyzes the information accumulated in the management server 100 and sends the analyzed result to the electronic device 200. can provide For example, the information analysis module 123 may identify a vehicle number from the received vehicle image, and determine whether the identified vehicle number is a registered vehicle number. If the vehicle number is a registered vehicle number, the management server 100 transmits vehicle information (eg, image, entry and/or exit timing) received from the electronic device 202 of the guardhouse to the electronic device 201 of the user. ) can be transmitted.

The database 130 may store various types of information (eg, information on registered vehicles to be managed, information on entering vehicles and/or vehicles). The database 130 may temporarily or semi-permanently store data. For example, in the database 130 of the management server 100, an operating system (OS) for driving the management server 100, data or programs or applications for hosting a web site (eg, web data related to the application) may be stored. Examples of the database 130 include a hard disk drive (HDD), a solid state drive (SSD), a flash memory, a read-only memory (ROM), and a random access memory (RAM). etc. may be present. This database may be provided in a built-in type or a detachable type.

2.1.2 An example of the configuration of the electronic device 200

Hereinafter, an example of a configuration of the electronic device 200 will be described.

3 is a block diagram illustrating an example of a configuration of an electronic device 200 according to an embodiment of the present application. Meanwhile, the electronic device 200 is not limited to that shown in FIG. 3 and may include fewer or more components than the illustrated components.

First, configurations of the electronic device 200 will be described below.

Referring to FIG. 3 , according to an embodiment, an electronic device 200 may include a second communication circuit 210, a second control circuit 220, an input device 230, and a display 240.

The second communication circuit 210 may communicate with an external device (eg, the management server 100). For example, the second communication circuit 210 is connected to a network through wireless communication or wired communication to establish communication with an external device (eg, the management server 100), and information and/or data through the established communication. can be exchanged. Since the second communication circuit 210 may be implemented like the first communication circuit 110 of the management server 100 described above, duplicate descriptions will be omitted.

The second control circuit 220 may control overall operations of the electronic device 200 . To this end, the second control circuit 220 may perform calculations and processing of various types of information and control the operation of components (eg, the second communication circuit 210) of the electronic device 200. Also, for example, when the second control circuit 220 is a control circuit of the electronic device 202 of the guard post, it controls the guard devices provided in the guard post (eg, the camera 301 and the circuit breaker 302). can do. Since the second control circuit 220 may be implemented like the first control circuit 120 of the management server 100 described above, duplicate descriptions will be omitted.

The input device 230 may receive information from a user (eg, producer or consumer) (eg, receive user input (eg, hand writing, drawing, various types of touches, text typing, etc.) on an interface). The input device 230 may be various interfaces or connection ports that receive user input or output information to the user. The input device 230 may be divided into an input module and an output module, and the input module receives a user input from a user. User input may be made in various forms including key input, touch input, and voice input. Examples of input modules capable of receiving such user input include a traditional keypad, keyboard, and mouse, as well as a touch sensor that detects a user's touch, a microphone that receives a voice signal, a camera that recognizes gestures through image recognition, A proximity sensor composed of an illuminance sensor or infrared sensor that detects user approach, a motion sensor that recognizes user motion through an acceleration sensor or gyro sensor, and various other types of input means that detect or receive various types of user input. It is a comprehensive concept that includes all Here, the touch sensor may be implemented as a piezoelectric or capacitive touch sensor that detects a touch through a touch panel attached to a display panel or a touch film, an optical touch sensor that detects a touch by an optical method, and the like. In this case, the input device 230 may be implemented in the display 240 to be described later to receive a user's touch input. In other words, the display 240 may include a touch screen as the input device 230, and may receive, for example, a touch, gesture, proximity, or hovering input using an electronic pen or a part of the user's body. can In addition, the input device 230 may be implemented in the form of an input interface (USB port, PS/2 port, etc.) connecting an external input device that receives a user input instead of a device that detects a user input by itself.

The display 240 may include a liquid crystal display (LCD), a light emitting diode (LED) display, an organic light emitting diode (OLED) display, a microelectromechanical system (MEMS) display, or an electronic paper display. . The display 240 may display an interface provided from the management server 100 .

2.3. Implementation example of smart visiting vehicle management system

As described above, the smart visiting vehicle management system may be implemented as a system type or an on-device type.

According to an embodiment, as described above, when the management server 100 receives predetermined information from the electronic device 200 and performs an operation to provide the information, the smart visiting vehicle management system is defined as a system type. can

According to another embodiment, when the above-described configurations are implemented in one physical device, the smart visiting vehicle management system may be defined as an on-device type. For example, components of the management server 100 (eg, information provision module 121, information acquisition module 122, and information analysis module 123) can all be implemented in the electronic device 200, and this In this case, the smart visiting vehicle management system may be defined as an on-device type. In this case, a management program (or application) running on the electronic device 201 collects information (eg, information on a vehicle to be managed) and manages it from the electronic device 202 of the guardhouse based on the collected information. When a vehicle enters and/or exits, information about the vehicle entering and/or exiting (eg, image, exiting and/or entering time) may be collected.

In addition, without being limited to the description, the smart visiting vehicle management system may be implemented as a hybrid type in which a system type and an on-device type are combined. For example, when at least some configurations of the management server 100 are maintained in the management server 100 and the remaining configurations are implemented in the electronic device 200, the corresponding smart visiting vehicle management system may be defined as a hybrid type. .

3. Operation of smart visiting vehicle management system

Hereinafter, various examples of operations of the devices constituting the smart visiting vehicle management system (eg, the management server 100 and the electronic device 200) will be described.

3.1. First Embodiment <Operation of registering a vehicle to be managed and collecting and providing information on the registered vehicle>

According to an embodiment, the user's electronic device 201 (hereinafter referred to as user device) accesses the management server 100 using a management program (or application), and provides information about the vehicle to be managed by the management server 100. Information (eg, detailed vehicle information, vehicle entry and/or exit timing) can be registered. The management server 100 is based on the registered information on the vehicle to be managed, information on the vehicle received from the electronic device 202 (hereinafter, the guard post device) of the guard station (eg, image of the vehicle, entrance and / or departure time) may be collected, and the collected vehicle information may be transmitted to the electronic device 201 of the user.

4 is a flowchart illustrating an example of an operation of a smart visiting vehicle management system according to an embodiment of the present application. According to various embodiments, the operation of the smart visiting vehicle management system is not limited to the order shown in FIG. 4 and may be performed in a different order from the order shown. Further, according to various embodiments, more operations than the operation of the smart visiting vehicle management system shown in FIG. 4 or at least one operation less may be performed. Hereinafter, FIG. 4 will be described with reference to FIGS. 5 and 6 .

5 is a diagram for explaining examples of operations of devices (eg, the management server 100, the user's electronic device 201, and the security guard's electronic device 202) according to an embodiment of the present application. 6 is a diagram illustrating an example of a screen of a management program (or application) executed in the user's electronic device 201 according to an embodiment of the present application. 7 is a diagram illustrating another example of a screen of a management program (or application) executed in the user's electronic device 201 according to an embodiment of the present application.

According to an embodiment, the user device 201 may execute an application in operation 401, access the management server 100 (eg, communication connection) and authenticate in operation 402 based on the executed application. For example, the user device 201 may download a predetermined management program (or application) from the management server 100 . Alternatively, the user device 201 may download the management program through a distribution server uploaded by the management server 100 for distribution of the management program, without being limited thereto. The management program may be a program implemented to register information on a vehicle to be managed, and to collect and provide information on a vehicle to be exited and/or entered when the registered vehicle is exited and/or entered. An example of an operation by the management program will be described below.

According to an embodiment, the user device 201 can connect (eg, communicate) to the management server 100 based on executing the management program as shown in 501 of FIG. 5 . The user device 201 may display an execution screen of the management program including a screen for authenticating a user as shown in 601 of FIG. 6 . The user device 201 may receive input of information (eg, ID and password) for authentication on the page of the user using an input device (eg, the input device 230 of FIG. 3 ). The user device 201 transmits the received authentication information (eg ID and password) to the management server 100, and the information registered in the management server 100 (eg ID and password) , the home screen shown in 602 of FIG. 6 can be displayed. In the management server 100, a user registers as a member in advance, and personal information such as the user's residence, the user's vehicle, and the like, and an ID and password for authentication may be registered in advance. Referring to 602 in FIG. 6 , the home screen includes a menu object 621, a window 622 indicating a time at which a registered vehicle can enter, a user registration object 623 for registering an additional user, and a vehicle to be managed. It includes a management vehicle registration object 624 for managing vehicles, a window 625 showing part of the entry and/or exit history of unregistered vehicles, and a window 626 showing part of the entry and/or exit history of pre-registered vehicles. can be implemented to However, it is not limited to what has been described and may be implemented to include various graphic user interfaces, and the graphic user interfaces may be visually implemented in various ways without being limited to what is shown.

According to an embodiment, the user device 201 may transmit managed vehicle information in operation 403 . For example, the user device 201 may receive an input for selecting a managed vehicle object 624 for registering a managed vehicle on a home screen as shown in 602 of FIG. 6 . In response to the received input, the user device 201 may display a screen for entering information about a vehicle to be managed as shown in 603 of FIG. 6 . For example, the information on the vehicle to be managed may include, but is not limited to, the vehicle number, entry and/or exit date, purpose of entry and/or exit of the vehicle, and expiry date of registration. It may further include various information related to the vehicle (eg, vehicle model, detailed information about the driver of the vehicle, etc.). When information on a vehicle to be managed is written and an object for registration is selected through the screen as shown in 603 of FIG. ) can be transmitted. When an object for registration is selected, the user device 201 may display an execution screen of a management program including a home screen again, as shown in 604 of FIG. 6 .

According to an embodiment, the user device 201 may register a vehicle type to receive a notification on the home screen. For example, as shown in 604 of FIG. 6 , when the menu object 621 is selected on the home screen, the user device 201 registers the type of vehicle to set a notification as shown in 605 of FIG. 6 . You can display a screen to do so. The types of vehicles may include regular vehicles, pre-registered vehicles, and unregistered vehicles. In the case of the pre-registered vehicle, as shown in 603 of FIG. 6 , it may mean a registered vehicle to be managed. In the case of the regular vehicle, it may refer to a vehicle that is periodically (eg, daily) entered or exited without registration expiry among pre-registered vehicles. The unregistered vehicle may refer to a vehicle that is not registered by the user device 201 but visits the user of the user device 201 . For example, the driver of the vehicle approaching the guard post informs that the user device 201 is visiting the user's residence through the guard post device 202 (eg, inputs the user's residence address), and the management server ( 100) may recognize the vehicle as an unregistered vehicle when the user corresponding to the residence of the user to visit has not registered the vehicle. When the user device 201 selects a vehicle type to be notified of among vehicle types (eg, a regular vehicle, a pre-registered vehicle, and an unregistered vehicle), the management server 100 sends the user device 100 when the vehicle of the selected type visits. A notification message described below may be provided to the device 201 .

According to another embodiment, the user device 201 can perform various types of controls on the home screen. For example, the window 622 indicating the time at which the registered vehicle can be parked displays the time the user has charged, and only during the time the visiting vehicle visits the area (e.g., area A 10, area B 20). ) can stay. The user can check the time or charge through the window 622 . Also, for example, the user device 201 provides information (eg, mobile phone number, personal details) of another user (user B) to receive a notification message in addition to the user (user A) through the additional user registration object 623. can register. Accordingly, the management server 100 may provide a notification message to the electronic device 521 of another user (B user) based on information (eg, mobile phone number, personal details) of the other user (B user). there is.

According to another embodiment, although not shown, the management program includes a screen including urgent matters and announcements of an apartment complex, a bulletin board through which apartment residents can communicate, and a 24-hour customer center (or call center). center) function.

According to an embodiment, the management server 100 may register the management vehicle in operation 404 . For example, the management server 100 receives written information about the vehicle to be managed received from the user device 201 (eg, vehicle number, entry and/or exit date and time, purpose of entry and/or exit of the vehicle, and registration). Expiration time of) may be accumulated in a database (eg, the database 130 of FIG. 1). At this time, the management server 100 provides information on the vehicle to be managed (eg, vehicle number, entry, and / or date and time of departure, purpose of entering and / or leaving the vehicle, and expiration date of registration) may be received and accumulated.

According to one embodiment, the guard post device 202 may photograph the vehicle being entered or exited in operation 405 when the vehicle is entered or exited, and transmit information about the vehicle to the management server 100 in operation 406 . For example, a management program (or application) may be installed as described above in the guard post device 202, and the guard post device 202 is a management server (or application) based on the execution of the management program (or application). 100) to be in a state capable of transmitting and/or receiving information. As shown in 502 of FIG. 5, the guard station device 202 uses at least one guard device (eg, a camera 301) when a vehicle (eg, A car) is parked in front of a circuit breaker to enter. It is possible to obtain information about the vehicle entering the vehicle. For example, the guard post device 202 obtains an image (eg, a license plate image, or an image of a vehicle shape) of a vehicle entered using a camera 301 (eg, an image through the camera 301 connected to communication). is received, and only the license plate image can be cropped). Also, for example, the guardhouse device 202 may acquire information about the time when the vehicle is parked using the camera 301 (eg, identify the time when the image is obtained through the camera 301 connected to communication). there is. The guardhouse device 202 transmits information about the vehicle image (eg, license plate image, or vehicle shape image) and the time the vehicle is parked to the management server 100 using a management program (or application). It is possible to transmit information about the vehicle entering the vehicle. Also, without being limited to what has been described, the guardhouse device 202 may collect information about a vehicle being unloaded and transmit it to the management server 100 .

According to an embodiment, the management server 100 may identify a user corresponding to a vehicle entered or exited based on registered management vehicle information in operation 407 . For example, the management server 100 provides notification information based on comparison between registered information on a vehicle to be managed and received information on a vehicle entering or exiting (eg, license plate image, entry or exit time). A user device 201 to be provided may be identified. For example, the management server 100 is configured to notify the user device 201 when the "XXXX" number is registered by the user device 201 and the number of the received vehicle entering or exiting is the "XXXX" number. device can be identified. In another example, but not limited to those described and/or shown, the guardhouse device 202 obtains information about a destination (eg, address) to be visited by a driver of a vehicle (A car) approaching the guardhouse. When the information is provided to the management server 100, the management server 100 may identify the user's user device 201 having a corresponding destination (eg, address).

According to an embodiment, the management server 100 may transmit information about entering or leaving the vehicle to the user device 201 in operation 408 . For example, as shown in 502 of FIG. 5, the management server 100 obtains the information obtained by the guardhouse device 202 in the form of a predetermined push message to the user device 201 identified as receiving the aforementioned notification. Information on vehicles entering or exiting the vehicle may be transmitted. Meanwhile, when it is determined that the user (user A) is absent, the management server 100 may deliver the corresponding push message to the electronic device 521 of the additionally registered user (user B). For example, the push message may include information about a vehicle entering or exiting (eg, a vehicle image (eg, a license plate image, or an image of a vehicle shape) and information about a time when the vehicle is entering or exiting). can When the user device 201 receives the push message, as shown in 701 of FIG. 7 , based on the received push message, the user device 201 obtains a vehicle image (eg, a license plate image or a vehicle shape image) and enters the vehicle. Alternatively, a screen including a window 711 providing information on the time when the car is parked may be displayed. The push message may be provided in the form of a text message. At this time, the screen includes an object 712 providing a visit record, and when the object 712 is selected, information on accumulated vehicles associated with the user (eg, vehicle image, visit time) is provided in the form of a list. It can be.

In this case, according to an embodiment, as described above, the management server 100 may determine whether to transmit the push message based on the type of vehicle registered by the identified user device 201 . For example, the management server 100 may identify whether the vehicle is a pre-registered vehicle or an unregistered vehicle based on currently acquired vehicle information. For example, the management server 100, when the information about the vehicle received from the guard post device 202 includes the vehicle number registered by the user device 201, the information about the obtained vehicle pre-registered It can be identified by information about the vehicle. As another example, the management server 100 does not include the car number registered by the user device 201 in the vehicle information received from the guardhouse device 202, but the destination is the user of the user device 201. In the case of an address, the acquired vehicle information may be identified as unregistered vehicle information.

According to an embodiment, the management server 100 may transmit a push message to the user device 201 as described above when the identified vehicle type is set to receive a notification. In addition, the management server 100 may raise (or open) the circuit breaker without controlling the circuit breaker of the guard post of the user device 201 so that the visited vehicle (A car) enters or exits the residential area.

According to another embodiment, the management server 100, when the type of the identified vehicle is not set to receive a notification, accumulates information on the obtained vehicle (eg, image, and exit or entry time) to visit the vehicle. It is managed so that it can be provided through the recording object 712, but the push message may not be transmitted to the user device 201. (Or, the transmission of the message may be refrained.)

According to an embodiment, the user device 201 may notify the management server 100 of approval of entering or exiting the vehicle in operation 409 . For example, when the user confirms the push message, the user device 201 is an object (eg, blocker A, blocker B) for controlling blockers (eg, blocker A, blocker B) disposed in a residential area as shown in 702 of FIG. 7 . A screen including 721 and 722) may be displayed. The user device 201 receives an input for controlling a circuit breaker (eg, opening or closing) using the object 721 or 722, and controls a specific circuit breaker (eg, circuit breaker A) based on the received input. When an input for opening (eg, opening) is received, the management server 100 may be notified so that entry or exit of the vehicle is approved.

According to one embodiment, the management server 100 informs the entry or exit approval in operation 410, the guardhouse device 202 may control the circuit breaker in operation 411. For example, the management server 100 may transmit a message for opening the blocker 302 to the guardhouse device 202 according to the approval. As shown in 503 of FIG. 5 , the guard station device 202 raises the breaker 302 so that the vehicle A car enters or exits the residential area.

3.2 Embodiment 2 <Embodiment of providing a notification message for a vehicle unloaded from another area in advance>

Operations of the above-described smart visiting vehicle management system may be applied to the second embodiment, so duplicate descriptions are omitted.

According to an embodiment, the management server 100 uses an artificial intelligence model pre-implemented based on vehicle information (eg, vehicle number, destination, departure time, passenger, etc.) accumulated in the management server 100. , it is possible to generate an artificial intelligence model 900 for predicting the destination of a vehicle taken out of a specific area. Accordingly, the management server 100 uses the artificial intelligence model 900 to provide a message in advance to the user device 201 of the destination of the currently unloaded vehicle, so that the user knows in advance and closes the barrier at the time the vehicle visits. It can be controlled or registered as a managed vehicle. Accordingly, management of vehicles that have not been registered in advance can be performed more efficiently.

8 is a flowchart for explaining another example of the operation of the smart information analysis system according to an embodiment of the present application. According to various embodiments, the operation of the smart information analysis system is not limited to the order of operations shown in FIG. 8 and may be performed in a different order from the order shown. Also, according to various embodiments, more operations than the operation of the smart information analysis system shown in FIG. 8 or at least one operation less may be performed. Hereinafter, FIG. 8 will be described with reference to FIGS. 9 to 11 .

9 is a diagram for explaining an example of an operation of generating an artificial intelligence model 900 for predicting a destination of an unloaded vehicle of the management server 100 according to an embodiment of the present application. 10 is a diagram for explaining an example of an operation of predicting a destination of an unloaded vehicle using an artificial intelligence model of the management server 100 according to an embodiment of the present application. 11 is a diagram for explaining an example of an operation of providing a push message to a user device of a predicted destination of the management server 100 according to an embodiment of the present application.

According to an embodiment, the management server 100 acquires vehicle information pre-stored in the management server in operation 701, and artificial intelligence for identifying the destination of the vehicle based on the vehicle information in operation 702. model can be trained. For example, the management server 100, as described above, from the user device 201 or guard station device 202 of a user residing in each region (eg, region A 10, region B 20) Based on the received information, the database 130 may continuously accumulate information about vehicles leaving a specific area and information about destinations of vehicles leaving a specific area. For example, the management server 100 may accumulate information on vehicles entering and exiting each of a plurality of regions (eg, region A 10 and region B 20) in the form of a map. For example, the management server 100, when the vehicle (car B) is taken out of the area B 20, information about the vehicle (car B) to be taken out includes the number of the car to be taken out, the time of the car to be taken out, In addition, it is possible to obtain information about a vehicle exit direction analyzed based on an image and whether or not a passenger is riding together. The management server 100 analyzes the image acquired using the camera 301 of the guardhouse to identify the direction in which the vehicle is taken out (eg, turn left, turn right, or go straight), and determine the number of passengers sitting in the passenger seat in the image. By analyzing the presence or absence, it is possible to determine whether or not to ride together. In addition, the management server 100, when the vehicle (B car) visits another area (eg, A area 10) after the vehicle (B car) is taken out, the destination (eg, A Information on the region 10) may be obtained. The management server 100 provides information on the vehicle to be pulled out (eg, number of the vehicle to be pulled out, time of the vehicle to be pulled out, and information on the exit direction analyzed based on the image and whether or not to ride together) and information on the destination (eg : Region visited by the vehicle that was taken out) can be stored in association with each other. The management server 100 may accumulate big data by performing an operation of storing information as described above for other unloaded vehicles. Hereinafter, an example of an operation of generating an artificial intelligence model 800 based on big data accumulated in the database 230 of the management server 100 will be described.

In one embodiment, first, the management server 100 generates an artificial intelligence model 800 for predicting the destination of the vehicle to be pulled out, as shown in 901 of FIG. Information on the exiting vehicle stored in association with each other (e.g., the number of the vehicle to be pulled out, the time of the vehicle to be pulled out, and information on the exit direction analyzed based on the image and whether or not to ride together) and information on the destination (e.g., area) can be obtained.

In one embodiment, the management server 100, as shown in 903 of FIG. 9 , analyzes information on the obtained vehicle (e.g., the number of the vehicle, the time of the vehicle, and the image-based information on the vehicle). It is possible to process information on the direction of exit and whether or not to ride together) and information on the destination (eg, the area visited by the exited vehicle) in a form that can be learned. For example, the management server 100 may perform an operation (eg, allocation, wrangling), such as preprocessing each piece of information, converting it into a matrix value capable of matrix operation, and sorting the converted matrix values so that they can be operated. Since the operation of pre-processing the data is a well-known technique, a detailed description thereof will be omitted.

In one embodiment, the management server 100 may process information (eg, extracted characteristic information (eg, information about an exiting vehicle (eg, number of an exiting vehicle, exit time of an exiting vehicle, and image-based information)). Artificial intelligence model 900 is created by learning using training data as training data (information on exit direction and whether or not to ride together) and destination information (e.g., the area visited by the exited vehicle). For example, the management server 100 may provide information on the vehicle to be taken out (eg, the number of the vehicle to be taken out, the time of the vehicle to be taken out, and information on the exit direction analyzed based on the image and whether or not to ride together) as input data, and information on the destination (e.g., the area visited by the unloaded vehicle) is set as output data, learning based on various types of artificial intelligence learning algorithms (e.g., Parameter (eg, weight) learning (940) may be performed. Since the artificial intelligence learning algorithm may include various types of well-known machine learning and deep learning algorithms, a detailed description thereof will be omitted. At this time, the artificial intelligence model 900 generated according to the above learning provides information 941 on a specific vehicle to be taken out (e.g., the number of the vehicle to be taken out, the time of the vehicle to be taken out, and the exit direction analyzed based on the image). In response to the input of the information on whether or not to ride together, the destination (eg, regions managed by the management server 100 (eg, region A 10, region B 20, region C (not shown)) ) may be implemented to finally output information 942 on the weight for each region. Learning can be performed by continuously performing an operation of assigning a weight for each region in response to input of information on the vehicle to be taken out. Includes layers including weight values for calculating information on the vehicle to be taken out as a response to the input, and in each of the layers, information on a specific vehicle to be taken out (e.g., number of the vehicle to be taken out, vehicle to be taken out) Regions (e.g., region A (10), region B (e.g., region A (10), region B ( 20), it may be implemented to output weights for each region C (not shown).

According to an embodiment, the management server 100 acquires information on the currently unloaded vehicle in operation 803, inputs the information on the currently unloaded vehicle into the artificial intelligence model in operation 804, and based on the output weight , It is possible to identify the destination of the currently unloaded vehicle and identify the user's electronic device corresponding to the identified destination. For example, as shown in 1001 of FIG. 10, the management server 100, when the vehicle (car B) is taken out of a specific area (eg, area B 20), information about the vehicle (car B) may be received from the guard post device 202 in a specific area (eg, area B 20). As described above, the management server 100 analyzes the received information, and as information 1021 on the vehicle B car to be taken out, the number of the vehicle B car to be taken out, the number of the vehicle B car to be taken out, It is possible to obtain information on an exit time, an exit direction of the vehicle (B car) being analyzed based on an image, and whether or not a passenger is in the same vehicle. As shown in 1002 of FIG. 10 , the management server 100 provides information 1021 (eg, the number of the vehicle B car) and the vehicle B car ) is input into the already implemented artificial intelligence model 900, and in response to the input, the artificial intelligence model 900 A weight 1022 for each of a plurality of regions returned from (eg, region A 10 , region C (not shown), region D (not shown)) may be obtained. The management server 100 includes a region having the highest weight (eg, 0.7) among weights 1022 for each of a plurality of regions (eg, region A 10, region C (not shown), region D (not shown)) ( Example: Region A (10) can be predicted as the destination of the outgoing vehicle (car B). The management server 100 identifies an address (eg, user A's address) that the outgoing vehicle (B car) has visited among the addresses of users residing in area A 10, and identifies the identified address (eg, A user's address). A user device (eg, the user device 201 of user A) corresponding to the user's address) may be identified. In addition, if there is no address in region A (10) that the outgoing vehicle (car B) has visited, the management server 100 identifies the region (eg, region B (20)) of a lower priority weight (eg, 0.5) In addition, among the addresses of the user who resides in the identified area (eg, area B 20), an address that the vehicle B has visited may be identified, and a user device corresponding to the identified address may be identified. there is.

According to an embodiment, the management server 100 may transmit a push message including information about an expected arrival time of the unloaded vehicle to the user's electronic device identified in operation 805 . For example, the management server 100 may determine whether the identified user device (eg, the user device 201 of user A) has registered the corresponding exit vehicle (car B) as a management vehicle. As described above, the management server 100 compares the vehicle number registered by the user device (eg, the user device 201 of user A) with the vehicle number of the vehicle B to exit, and if they do not match, the vehicle to exit ( B car) can be identified as an unregistered vehicle. If the vehicle B is unregistered by the user device (eg, the user device 201 of user A), the management server 100 sends the vehicle B out as shown in 1023 of FIG. 10 . The estimated arrival time to the destination (eg A region (10)) can be calculated by dividing the distance between the exit area (eg B region (20)) and the destination (eg A region (10)) by the average speed per hour. can Thereafter, the management server 100 may transmit a message 1111 including the expected arrival time to the corresponding user device (eg, user A's user device 201) in advance to notify the user. Accordingly, the user device (eg, the user device 201 of user A) can know in advance the visit of an unregistered vehicle, and accordingly can control the breaker according to the expected arrival time. Alternatively, the management server 100 may provide a message 1111 including an expected arrival time and a screen asking whether to register the vehicle B as a management vehicle. The screen includes information related to the vehicle B (eg, vehicle number, driver's detailed information, etc.), so the user can check the information and easily determine whether to register the vehicle as a managed vehicle. When the management server 100 receives registration approval through the screen, based on the obtained information (eg, vehicle number, expected arrival time, etc.) on the vehicle (B car) to be taken out, the vehicle is automatically entered at the expected arrival time. As a result, information (eg, vehicle number) of the corresponding vehicle (B car) can be registered as a managed vehicle.

According to one embodiment, the management server 100, as shown in 1102 of FIG. 11 , when it does not arrive at the expected arrival time (eg, X time) at the predicted destination (eg, region A), another destination is selected. can be identified. For example, the management server 100 identifies expected arrival times of lower-priority regions (eg, region C (not shown), region D (not shown)), and among the identified expected arrival times, the predicted destination ( It is possible to identify an identified region (e.g. region D) with a time greater than the expected arrival time (e.g. X hours) of region A). Accordingly, as described above, the management server 100 may provide (1121) a notification message to the user device of the identified area (e.g., area D) where the corresponding vehicle (car B) has visited. If there are a plurality of regions whose time is greater than the expected arrival time (eg, X hours), the management server 100 may identify a region having a high weight.

3.3 Third Embodiment <Embodiment of Setting a Period of Notification Messages Based on the Identified Weight>

Operations of the above-described smart information analysis system may be applied to the third embodiment, so duplicate descriptions are omitted.

According to an embodiment, the management server 100 may adjust the cycle of notification messages provided to the user device 201 based on a result output from the artificial intelligence model 800 (eg, a weight of a prediction destination). . Accordingly, when the weight is high, a notification message is provided frequently, so that the user can easily check unregistered visiting vehicles.

12 is a flowchart for explaining another example of an operation of a smart information analysis system according to an embodiment of the present application. According to various embodiments, the operation of the smart information analysis system is not limited to the order shown in FIG. 12 and may be performed in a different order from the order shown. Further, according to various embodiments, more operations than the operation of the smart information analysis system shown in FIG. 12 or at least one operation less may be performed. Hereinafter, FIG. 12 will be described with reference to FIG. 13 .

13 is based on the weight of the prediction destination output using the artificial intelligence model 900 of the management server 100 according to an embodiment of the present application, adjusting the cycle of notification messages provided to the user device 201 It is a drawing for explaining an example of the operation.

According to an embodiment, in operation 1201, the management server 100 inputs information about the currently unloaded vehicle into the artificial intelligence model, identifies the destination of the currently unloaded vehicle based on the output weight, and in operation 1202 A user's electronic device corresponding to the destination may be identified. As described above, the management server 100 provides information 1021 on the vehicle (B car) to be pulled out (eg, the number of the vehicle (B car) to be pulled out, the time of the vehicle (B car) to be pulled out, A plurality of regions returned from the artificial intelligence model 900 in response to the input of the information on the exit direction of the vehicle (car B) and whether or not the vehicle is occupied) to the previously implemented artificial intelligence model 900. (eg, region A 10 , region C (not shown), region D (not shown)) may obtain weights 1022 . The management server 100 may identify a region having the highest weight (eg, region A 10 ) as a predicted destination of the vehicle to be taken out. Thereafter, the management server 100 may identify the user device 201 of a user (eg, A user) who has visited among the users of the destination (eg, region A 10) of the vehicle (B car) to be taken out. .

According to an embodiment, in operation 1201, the management server 100 may transmit a push message including information about the expected arrival time of the unloaded vehicle at a period corresponding to the weight and the time to the identified destination. For example, as shown in 1301 of FIG. 13 to 1302 of FIG. 13 , the management server 100 transmits the push message 1221 in proportion to the weight (0.7) for the destination (eg, region A 10). The transmission period (T) may be set proportionally. Accordingly, the management server 100 provides the push message 1311 more frequently as the possibility of visiting the vehicle (B car) being taken out increases, so that the user can easily identify whether the unregistered vehicle has been visited. there is. At this time, as shown in 1302 of FIG. 13 , each of the provided messages is updated based on the message transmission time point (eg, after time X1, after time X2, after time X3, after time X4) It can be implemented to include.

Claims (8)

As a method of operating an electronic device,
Authenticating based on an ID and password received from the user device and being communicatively connected to the user device that executes an application for entering and/or leaving the vehicle; and
Receiving, from the user device, information on a vehicle to be managed, which is input by the application, and the information on the vehicle to be managed includes a license plate number of the vehicle, a date and time of entry and / or exit, entry and / or or the purpose of exit, and when the registration expires;
registering the received information on the vehicle to be managed;
Connecting communication with the guardhouse device that runs the application running on the guardhouse device; and
Obtaining information on the first vehicle from the guard post device; further comprising, wherein the information on the first vehicle is the vehicle number of the first vehicle, the license plate image of the first vehicle, the first vehicle Including entry and / or exit time, information on the first vehicle is obtained using guard devices controlled by the guard station device,
When the vehicle number of the first vehicle included in the information on the first vehicle received from the guardhouse device and the vehicle number of the registered vehicle correspond to each other, including at least some of the information on the first vehicle Transmitting a push message to the user device; including,
how it works. According to claim 1,
Receiving information about the type of vehicle to be notified from the user device; wherein the type of vehicle includes a registered vehicle and an unregistered vehicle,
Based on the vehicle number of the first vehicle included in the information about the first vehicle received from the guardhouse device and information about vehicle numbers registered in the electronic device, determining the type of the first vehicle step;
transmitting the push message to the user device when the determined type of the first vehicle is the type of the vehicle to be notified of; and
Further comprising not transmitting the push message to the user device when the determined type of the first vehicle is not the type of the vehicle to be notified of,
how it works. According to claim 2,
When the determined type of the first vehicle is the type of the vehicle to be notified, a message for automatically controlling the guardhouse device to open the breaker while transmitting the push message to the user device Transmitting; and
When the determined type of the first vehicle is not the type of the vehicle to be notified, a screen for controlling the circuit breaker is provided to the user device and an input for opening the circuit breaker is received through the screen Transmitting a message to the guardhouse device to control the guardhouse device to open the circuit breaker; Further comprising,
how it works. According to claim 3,
Generating an artificial intelligence model using information on exits of vehicles exiting from a plurality of regions stored in the electronic device and information on destinations of the vehicles exiting as training data; The intelligent model is set to output weights for each of a plurality of regions in response to input of information about the first vehicle to be taken out, and the information to be taken out includes the number of the vehicle to be taken out, the time of the first vehicle to be taken out, the Including information on the direction of the vehicle being pulled out and whether or not the vehicle is being pulled out;
obtaining exit information for a specific vehicle exiting from a first region;
identifying output weights for each of the plurality of regions in response to inputting the exit information for the specific vehicle to the artificial intelligence model;
identifying a first weight having the highest value among the weights for each of the plurality of regions, and identifying a second region corresponding to the identified first weight as a destination of the specific vehicle to be taken out; and
Transmitting a message informing of the visit of the specific vehicle to be taken out to the first user device of the first user corresponding to the identified destination; Further comprising,
how it works. According to claim 4,
when the vehicles are taken out of the plurality of regions, obtaining the exit information about the vehicles from the plurality of regions from each of the guard post devices located in each of the plurality of regions;
acquiring information about one of a plurality of regions visited by the vehicles exiting the vehicle for each of the plurality of regions as information on the destination; and
Storing the information about the vehicle exiting from the plurality of areas in association with information about the destination, and generating the artificial intelligence model based on the stored information; further comprising the specific The message notifying the visit of the vehicle includes information about an expected arrival time calculated based on a distance between the first area and the second area,
identifying the first user device, among the plurality of user devices in the second area, visited previously by the first vehicle exiting the first area; and
Further comprising, when the first vehicle is unregistered by the first user device, transmitting the message notifying the visit of the specific vehicle to the first user device.
how it works. As a server,
database;
communication circuit; and
at least one processor, wherein the at least one processor:
Using the communication circuit, communication is connected to the user device that executes an application for entering and / or leaving the vehicle, and authentication is performed based on an ID and password received from the user device,
Information on a vehicle to be managed, input by the application, is received from the user device using the communication circuit, and the information on the vehicle to be managed is a license plate number of the vehicle, a date and time of entry and/or exit, entry and exit, and and/or the purpose of exit, and the expiration date of registration;
Registering the received information on the vehicle to be managed in the database,
Using the communication circuit to communicate with the guardhouse device that runs the application running on the guardhouse device;
Obtain information on a first vehicle from the guard post device using the communication circuit, and the information on the first vehicle includes a vehicle number of the first vehicle, a license plate image of the first vehicle, and information on the first vehicle. Including entry and / or exit time, information on the first vehicle is obtained using guard devices controlled by the guard station device,
When the vehicle number of the first vehicle included in the information about the first vehicle received from the guardhouse device and the vehicle number of the registered vehicle correspond to each other, using the communication circuit for the first vehicle Set to transmit a push message containing at least some of the information to the user device,
server. A computer-readable recording medium recording a program for executing a method for managing a vehicle entering or leaving a vehicle performed by an electronic device,
The vehicle management method entering or exiting the vehicle,
Authenticating based on an ID and password received from the user device and being communicatively connected to the user device that executes an application for entering and/or leaving the vehicle; and
Receiving, from the user device, information on a vehicle to be managed, which is input by the application, and the information on the vehicle to be managed includes a license plate number of the vehicle, a date and time of entry and / or exit, entry and / or or the purpose of exit, and when the registration expires;
registering the received information on the vehicle to be managed;
Connecting communication with the guardhouse device that runs the application running on the guardhouse device; and
Obtaining information on the first vehicle from the guard post device; further comprising, wherein the information on the first vehicle is the vehicle number of the first vehicle, the license plate image of the first vehicle, the first vehicle Including entry and / or exit time, information on the first vehicle is obtained using guard devices controlled by the guard station device,
When the vehicle number of the first vehicle included in the information on the first vehicle received from the guardhouse device and the vehicle number of the registered vehicle correspond to each other, including at least some of the information on the first vehicle Transmitting a push message to the user device; including,
A computer-readable recording medium. A program stored in a computer-readable recording medium to perform a method of managing a vehicle entering or leaving an electronic device,
The vehicle management method entering or exiting the vehicle,
Authenticating based on an ID and password received from the user device and being communicatively connected to the user device that executes an application for entering and/or leaving the vehicle; and
Receiving, from the user device, information on a vehicle to be managed, which is input by the application, and the information on the vehicle to be managed includes a license plate number of the vehicle, a date and time of entry and / or exit, entry and / or or the purpose of exit, and when the registration expires;
registering the received information on the vehicle to be managed;
Connecting communication with the guardhouse device that runs the application running on the guardhouse device; and
Obtaining information on the first vehicle from the guard post device; further comprising, wherein the information on the first vehicle is the vehicle number of the first vehicle, the license plate image of the first vehicle, the first vehicle Including entry and / or exit time, information on the first vehicle is obtained using guard devices controlled by the guard station device,
When the vehicle number of the first vehicle included in the information on the first vehicle received from the guardhouse device and the vehicle number of the registered vehicle correspond to each other, including at least some of the information on the first vehicle Transmitting a push message to the user device; including,
A program stored on a computer readable recording medium.

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