KR20230159104A - System and Method for finding lost people with dementia using crowd sourcing service - Google Patents

Abstract

The present invention is a system for providing a missing dementia patient discovery service through public cooperation that configures a machine learning-based heat map based on the dementia patient's daily lifestyle data to quickly find dementia patients in a specific area, and It relates to a method, mobile terminals equipped with an application to provide a service for finding missing dementia patients through public cooperation; storing basic information and detailed schedule information of dementia patients, and collecting patient location data to create a heat map for each patient. Dementia patient local management server that generates and disseminates information to guardians and public institutions when abnormal behavior is determined to be abnormal or a report of suspected disappearance is received from a general participant; Dementia provided through the dementia patient local management server It includes public agency servers that provide information and assistance for public collaboration through instant group chat rooms for patient discovery.

Description

System and method for providing missing people with dementia discovery service through public cooperation {System and Method for finding lost people with dementia using crowd sourcing service}

The present invention relates to the management of missing dementia patients. Specifically, it constructs a machine learning-based heat map based on the dementia patient's daily lifestyle data to quickly find missing dementia patients in a specific area through public cooperation. This relates to a system and method for providing dementia patient detection services.

In general, dementia is a disease in which intelligence, will, and memory are continuously or essentially lost due to damage to cerebral nerve cells, and it occurs mostly in the elderly.

Today, as the aging phenomenon progresses rapidly due to the development of modern medicine, the elderly population is rapidly increasing. As the elderly population increases, the number of elderly people suffering from dementia is also increasing.

When these dementia patients go out alone, they momentarily forget the routes they know and wander down unknown paths, unable to find their destination or unable to return home, which often escalates into unpleasant incidents such as disappearance or miscarriage.

In order to prevent such incidents such as disappearances and disappearances, technology related to a dementia patient wandering management system and method that detects the entrance and exit of a dementia patient within a specific area and determines the location, and a Wi-Fi transceiver using the Wi-Fi zone are used. Technology has been developed for a system and method to prevent the disappearance of elderly people with dementia and children by identifying the location of elderly people with dementia or children.

However, these conventional technologies only provide the location information of a dementia patient to the guardian, leaving the judgment as to whether the dementia patient is moving normally or abnormally to the guardian.

Therefore, if the guardian does not always check the location information of the dementia patient provided, the dementia patient is not managed properly, which not only causes a lot of inconvenience to the guardian, but also causes a problem in that the dementia patient's personal safety cannot be protected.

In particular, if a dementia patient does not have a GPS, they must rely only on questioning bystanders, which leads to the ineffective mobilization of numerous police personnel.

And even if a dementia patient has a GPS, due to the nature of the dementia patient, there is a risk of misidentification if the GPS is lost or not in possession at the time of disappearance, and it is difficult to confirm and respond to the disappearance if the guardian is absent or physically far away.

In addition, conventional technologies do not separately store and manage the past history of the location information of a dementia patient, so they do not provide a predictable movement path for the dementia patient when the patient moves abnormally.

Likewise, if a dementia patient moves abnormally, follow-up measures cannot be taken early, so there is a problem that incidents such as missing or missing persons that occur in dementia patients cannot be effectively prevented.

And because of the current inefficient reporting system, it is not easy to find missing dementia patients, and enormous security resources are needed.

Therefore, there is a need for the development of new technologies that can solve the problems caused by this inefficient reporting system and quickly find dementia patients in specific areas.

Republic of Korea Patent No. 10-2170255 Republic of Korea Patent No. 10-1737074 Republic of Korea Patent Publication No. 10-2020-0076243

The present invention is intended to solve the problems of the conventional technology for managing missing dementia patients. It constructs a machine learning-based heat map based on the dementia patient's usual lifestyle data to quickly find dementia patients in a specific area. The purpose is to provide a system and method for providing services for finding missing dementia patients through public cooperation.

The present invention is a system for providing a missing dementia patient discovery service through public cooperation that enables rapid recognition of disappearance and management of dementia patients by allowing general participants to report suspected disappearance even when the guardian is not aware that the patient is missing. The purpose is to provide methods and methods.

The present invention provides a system and method for providing a missing dementia patient discovery service through public cooperation that allows local welfare centers, public safety centers, and the community to quickly find dementia patients in a specific area through rapid reporting. There is a purpose to doing so.

The present invention provides a missing dementia patient discovery service through public cooperation that enables rapid recognition of missing persons and management of dementia patients through public cooperation through configuring a machine learning heat map based on guardian input information and activating an instant group chat room. The purpose is to provide a system and method for

The present invention provides a smartphone application that configures a heat map with a machine learning model using public cooperation through an instant group chat room and basic patient information to discover dementia patients, allowing an unspecified number of ordinary people to participate in the discovery and management of missing dementia patients. The purpose is to provide a system and method to provide a service for finding missing dementia patients through public cooperation that can build a strong patient management network.

Other objects of the present invention are not limited to the objects mentioned above, and other objects not mentioned will be clearly understood by those skilled in the art from the description below.

A system for providing a missing dementia patient discovery service through public cooperation according to the present invention to achieve the above purpose includes mobile terminals equipped with an application for providing a missing dementia patient discovery service through public cooperation; dementia patients; Basic information and detailed schedule information are stored, patient location data is collected to create a heat map for each patient, and abnormal behavior is determined in real time. When abnormal behavior is determined or a suspected disappearance report is received from a general participant, guardians and Dementia patient local management servers that spread to public institutions; Public institution servers that provide information and help for public cooperation through an instant group chat room for dementia patient discovery provided through the dementia patient local management server; It is characterized by

Here, it is characterized by finding missing dementia patients and providing missing patient discovery information based on public cooperation through instant group chat rooms and a heat map composed of a machine learning model using basic patient information.

And the mobile terminals are characterized by including a dementia patient terminal, a guardian terminal, a local manager terminal, or a general participant terminal equipped with an application for providing a missing dementia patient discovery service through public cooperation.

In addition, the dementia patient local management server includes an application management department that updates and manages applications to provide missing dementia patient discovery services through public cooperation, and a patient server that stores and manages patient details and basic patient information provided by guardians. A basic information management department, a missing person registration and management department that receives and manages missing or suspected disappearance reports through mobile devices of guardians or general participants, and a patient location information reflection that collects patient location data and allows it to be reflected in real time. A patient-specific heat map generation unit that generates a patient-specific heat map by reflecting the collected patient location data, and a patient activity history management unit that tracks and records changes in the patient's location and determines abnormal behavior in real time. It is characterized by including a judgment unit and a patient abnormal behavior warning unit that disseminates information to guardians and public institutions when abnormal behavior is determined or a report of suspected disappearance is received from a general participant.

In addition, the dementia patient local management server is characterized by further including a specific area patient distribution information provision unit that provides specific area patient distribution information through an application to provide a missing dementia patient discovery service through public cooperation.

In addition, the local management server for dementia patients is supported by the Public Cooperation Support Management Department, which supports public cooperation through guardians, managers, general participant terminals, and public institution servers when reporting missing persons or suspected missing persons, and the Public Cooperation Support Management Department. A collaborative chat room support management department that creates and manages instant group chat rooms to detect dementia patients, public cooperation through instant group chat rooms, and a heat map composed of a machine learning model using basic patient information to find missing dementia patients. It is characterized in that it further includes a missing patient discovery information management and provision unit that provides missing patient discovery information.

A method for providing a missing dementia patient discovery service through public cooperation according to the present invention to achieve other purposes includes the steps of storing basic information and detailed schedule information of the dementia patient and collecting location data of the patient; location information for each patient; Step of generating a heat map for each patient by reflecting the patient's activity history; Collecting the patient's activity details and determining whether there is abnormal behavior in real time; Disseminating the information to guardians and public institutions when abnormal behavior is determined or a report of suspected disappearance is received through general participants Step; Finding missing dementia patients and providing missing patient discovery information based on a heat map composed of a machine learning model using public cooperation through an instant group chat room and basic patient information to discover dementia patients; Characterized by including; do.

The system and method for providing a missing dementia patient discovery service through public cooperation according to the present invention as described above has the following effects.

First, a machine learning-based heat map is created based on the daily lifestyle data of dementia patients to quickly find dementia patients in a specific area.

Second, even if the guardian does not recognize that the patient is missing, general participants can report suspected disappearance, enabling rapid recognition of disappearance and management of dementia patients.

Third, public institutions such as local welfare centers and public safety centers and the community cooperate to quickly find dementia patients in specific areas through rapid reporting.

Fourth, rapid recognition of missing persons and management of dementia patients is made possible through public cooperation through the construction of machine learning heat maps based on guardian input information and the activation of instant group chat rooms.

Fifth, to discover dementia patients, we provide public cooperation through instant group chat rooms and a smartphone application that creates a heat map with a machine learning model using basic patient information, allowing an unspecified number of ordinary people to participate in the discovery and management of missing dementia patients. This allows us to build a strong dementia patient care network.

Figure 1 is an overall configuration diagram of a system for providing a missing dementia patient discovery service through public cooperation according to the present invention.
Figure 2 is a block diagram of a system for providing a missing dementia patient discovery service through public cooperation according to the present invention.
Figure 3 is a detailed configuration diagram of the local management server for dementia patients
Figure 4 is a flow chart showing a method for providing a missing dementia patient discovery service through public cooperation according to the present invention.
Figure 5 is a configuration diagram showing a heatmap configuration method
Figure 6 is a diagram showing the process of reporting disappearance of a dementia patient
Figure 7 is a diagram showing the process of reporting a suspected missing person

Hereinafter, a preferred embodiment of the system and method for providing a missing dementia patient discovery service through public cooperation according to the present invention will be described in detail as follows.

The characteristics and advantages of the system and method for providing a missing dementia patient discovery service through public cooperation according to the present invention will become apparent through the detailed description of each embodiment below.

Figure 1 is an overall configuration diagram of a system for providing a missing dementia patient discovery service through public cooperation according to the present invention.

The system and method for providing a missing dementia patient discovery service through public cooperation according to the present invention constructs a machine learning-based heat map based on the dementia patient's usual lifestyle data to quickly find dementia patients in a specific area. It was made possible.

To this end, the present invention may include a configuration that allows general participants to report suspected disappearance even if the guardian does not recognize that the patient is missing, to enable rapid recognition of disappearance and management of dementia patients.

The present invention may include a configuration that allows public institutions, such as local welfare centers and public safety centers, and the community to cooperate to quickly find dementia patients in a specific area through rapid reporting.

The present invention may include a configuration that enables rapid recognition of missing persons and management of dementia patients through public cooperation through configuring a machine learning heat map based on guardian input information and activating an instant group chat room.

The present invention may include a configuration that provides a missing dementia patient discovery service application through public cooperation to enable an unspecified number of ordinary people to participate in the discovery and management of missing dementia patients to build a strong dementia patient management network.

Figure 2 is a block diagram of a system for providing a missing dementia patient discovery service through public cooperation according to the present invention.

As shown in FIG. 2, the system for providing a missing dementia patient discovery service through public cooperation according to the present invention includes mobile terminals 100 equipped with an application for providing a missing dementia patient discovery service through public cooperation, Dementia patient's basic information and detailed schedule information are stored, patient's location data is collected to create a heat map for each patient, and abnormal behavior is determined in real time when abnormal behavior is determined or a suspected missing person report is received from a general participant. It provides information and help for public cooperation through the dementia patient local management server (200) that disseminates to guardians and public institutions, and the instant group chat room for dementia patient discovery provided through the dementia patient local management server (200). Includes public institution servers 300.

The system for providing a missing dementia patient discovery service through public cooperation according to the present invention searches for missing dementia patients based on public cooperation through an instant group chat room and a heat map composed of a machine learning model using basic patient information. This is to provide patient discovery information.

Here, the mobile terminals 100 may include a dementia patient terminal, a guardian terminal, a local manager terminal, or a general participant terminal equipped with an application for providing a missing dementia patient discovery service through public cooperation.

Additionally, the public institution servers 300 may be servers such as local welfare centers and public security centers, and may provide information for finding missing dementia patients among local welfare-related information and public security-related information.

Provision of such information may be made through an instant group chat room, but is not limited thereto.

The detailed configuration of the dementia patient local management server 200 is as follows.

Figure 3 is a detailed configuration diagram of a local management server for dementia patients.

As shown in FIG. 3, the dementia patient local management server 200 includes an application management unit 31 that updates and manages an application to provide a missing dementia patient discovery service through public cooperation, and patient details provided by the guardian. and the patient basic information management department (32), which stores and manages basic patient information such as daily routine, frequently visited places and distances by season, and reports of missing or suspected missing through the mobile terminal (100) of guardians or general participants. A missing person reception and management department (33) that receives and manages the patient's location data, a patient location information reflection department (34) that collects the patient's location data and allows it to be reflected in real time, and reflects the collected patient's location data to provide information for each patient. A heat map generation unit 35 for each patient that generates a heat map, a patient activity history management and determination unit 36 that tracks and records changes in the patient's location and determines abnormal behavior in real time, and determines the behavior as abnormal. When a report of suspected disappearance is received from a general participant, the patient abnormal behavior warning unit (37) disseminates information to guardians and public institutions, and information on patient distribution in a specific area is provided through an application to provide a service for finding missing dementia patients through public cooperation. Public cooperation that supports public cooperation through guardians, managers, general participant terminals, and public institution servers (300) when reporting missing persons or suspected missing persons, as well as a specific regional patient distribution information provision department (38) that provides A support management department (39), a cooperation chat room support management department (40) that opens and manages an instant group chat room for the detection of dementia patients with the support of the public cooperation support management department (39), and public cooperation and patient support through the instant group chat room. It includes a missing patient discovery information management and provision unit (41) that searches for missing dementia patients and provides missing patient discovery information based on a heat map composed of a machine learning model using basic information.

The present invention, which has the above configuration, is a smartphone application service that configures a heat map with a machine learning model using public cooperation through an instant group chat room and basic patient information to detect dementia patients.

A detailed description of the method for providing a missing dementia patient discovery service through public cooperation according to the present invention is as follows.

Figure 4 is a flow chart showing a method for providing a missing dementia patient discovery service through public cooperation according to the present invention.

First, the dementia patient's basic information and detailed schedule information are stored, and the patient's location data is collected (S401).

Next, a heat map for each patient is generated by reflecting the location information for each patient (S402).

Then, patient activity details are collected and abnormal behavior is determined in real time (S403).

Subsequently, if abnormal behavior is determined or a report of suspected disappearance is received from a general participant, it is disseminated to guardians and public institutions (S404).

In order to find dementia patients, missing dementia patients are found based on public cooperation through instant group chat rooms and a heat map composed of a machine learning model using basic patient information, and missing patient discovery information is provided (S405).

Figure 5 is a configuration diagram showing a heatmap construction method.

Guardians, such as family members, can record patient details on the dementia patient local management server 200 with clear instructions.

Patients' basic information includes their daily routine and the locations and distances they frequently visit each season. When a patient uses a mobile phone or wearable, location data can be shared to create a detailed prediction model.

And the heatmap created by the machine learning algorithm reflects the collected information in real time.

Figure 6 is a diagram showing the process of reporting missing persons with dementia.

Through an application to provide a service for finding missing dementia patients through public cooperation, guardians are notified when the patient's activities differ from the registered daily routine.

If an alert is missed, it is shared with government officials, dedicated police officers, local managers, etc.

They collaborate structurally through instant chat rooms, including task division and area searches, and missing person reports are updated in real time to support effective searches.

Figure 7 is a diagram showing the process of reporting a suspected missing person.

General participants can also report suspected disappearances through the application.

The application also shows how many dementia patients live nearby, allowing guardians, local managers, or general participants to continuously care for the patients.

The system and method for providing a missing dementia patient discovery service through public cooperation according to the present invention described above constructs a machine learning-based heat map based on the dementia patient's usual lifestyle data to identify dementia patients in a specific area. This allows for rapid detection and allows general participants to report suspected disappearance even if the guardian is not aware that the patient is missing, thereby enabling rapid recognition of disappearance and management of dementia patients.

In particular, the present invention provides a smartphone application that configures a heat map with a machine learning model using public cooperation through an instant group chat room and basic patient information to discover dementia patients, enabling an unspecified number of ordinary people to discover and manage missing dementia patients. to build a strong patient care network.

As described above, it will be understood that the present invention is implemented in a modified form without departing from the essential characteristics of the present invention.

Therefore, the specified embodiments should be considered from an illustrative rather than a limiting point of view, the scope of the present invention is indicated in the claims rather than the foregoing description, and all differences within the equivalent scope are intended to be included in the present invention. It will have to be interpreted.

100. Mobile terminal
200. Dementia patient local management server
300. Public institution server

Claims (7)

Mobile terminals equipped with an application to provide a service for finding missing dementia patients through public cooperation;
Dementia patient's basic information and detailed schedule information are stored, patient's location data is collected to create a heat map for each patient, and abnormal behavior is determined in real time when abnormal behavior is determined or a suspected missing person report is received from a general participant. Dementia patient local management server that transmits information to guardians and public institutions;
Public institution servers that provide information and help for public cooperation through an instant group chat room for finding dementia patients provided through a local management server for dementia patients; a service for discovering missing dementia patients through public cooperation, comprising: A system for providing. The method of claim 1, wherein missing dementia patients are searched and missing patient discovery information is provided based on public cooperation through instant group chat rooms and a heat map composed of a machine learning model using basic patient information. A system for providing dementia patient detection services. The method of claim 1, wherein mobile terminals:
Providing a missing dementia patient discovery service through public cooperation, characterized in that it includes a dementia patient terminal, a guardian terminal, a local manager terminal, or a general participant terminal equipped with an application for providing a missing dementia patient discovery service through public cooperation. system for. The method of claim 1, wherein the dementia patient local management server,
An application management department that updates and manages applications to provide services for finding missing dementia patients through public cooperation;
a patient basic information management department that stores and manages patient details and basic patient information provided by guardians;
A missing person registration and management department that receives and manages reports of disappearance or suspected disappearance through mobile devices of guardians or general participants;
a patient location information reflection unit that collects the patient's location data and allows it to be reflected in real time;
A patient-specific heatmap generator that generates a patient-specific heatmap by reflecting the collected patient location data;
A patient activity history management and judgment department that tracks and records changes in the patient's location and determines abnormal behavior in real time;
A system for providing a missing dementia patient discovery service through public cooperation, which includes a patient abnormal behavior warning unit that disseminates abnormal behavior to guardians and public institutions when abnormal behavior is determined or a suspected disappearance report is received from a general participant. The method of claim 4, wherein the dementia patient local management server,
Providing a missing dementia patient discovery service through public cooperation, further comprising a specific region patient distribution information provision unit that provides specific region patient distribution information through an application to provide a missing dementia patient discovery service through public cooperation. system for. The method of claim 4, wherein the dementia patient local management server,
A public cooperation support management department that supports public cooperation through guardians, managers, general participant terminals, and public institution servers when reporting missing persons or suspected missing persons,
A cooperative chat room support management department that opens and manages an instant group chat room to detect dementia patients with the support of the public cooperation support management department;
Characterized by further including a missing patient discovery information management and provision unit that finds missing dementia patients and provides missing patient discovery information based on public cooperation through an instant group chat room and a heat map composed of a machine learning model using basic patient information. A system for providing missing dementia patient discovery services through public cooperation. Saving basic information and detailed schedule information of a dementia patient and collecting location data of the patient;
Generating a heat map for each patient by reflecting location information for each patient;
Collecting patient activity details and determining abnormal behavior in real time;
When abnormal behavior is determined or a report of suspected disappearance is received from a general participant, disseminating it to guardians and public institutions;
Public cooperation, through an instant group chat room to discover dementia patients, and finding missing dementia patients based on a heat map composed of a machine learning model using basic patient information and providing missing patient discovery information; A method for providing missing dementia patient discovery services through cooperation.

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