KR20170022694A - Concerned area analyzing method for integrated management of disaster safety - Google Patents
Concerned area analyzing method for integrated management of disaster safety Download PDFInfo
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- KR20170022694A KR20170022694A KR1020150118007A KR20150118007A KR20170022694A KR 20170022694 A KR20170022694 A KR 20170022694A KR 1020150118007 A KR1020150118007 A KR 1020150118007A KR 20150118007 A KR20150118007 A KR 20150118007A KR 20170022694 A KR20170022694 A KR 20170022694A
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/10—Alarms for ensuring the safety of persons responsive to calamitous events, e.g. tornados or earthquakes
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/01—Social networking
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
- G08B21/0205—Specific application combined with child monitoring using a transmitter-receiver system
- G08B21/0208—Combination with audio or video communication, e.g. combination with "baby phone" function
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
- G08B21/0269—System arrangements wherein the object is to detect the exact location of child or item using a navigation satellite system, e.g. GPS
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
- G08B21/028—Communication between parent and child units via remote transmission means, e.g. satellite network
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
- G08B21/0291—Housing and user interface of child unit
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B25/00—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
- G08B25/01—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
- G08B25/016—Personal emergency signalling and security systems
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B25/00—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
- G08B25/14—Central alarm receiver or annunciator arrangements
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B5/00—Visible signalling systems, e.g. personal calling systems, remote indication of seats occupied
- G08B5/22—Visible signalling systems, e.g. personal calling systems, remote indication of seats occupied using electric transmission; using electromagnetic transmission
- G08B5/222—Personal calling arrangements or devices, i.e. paging systems
- G08B5/223—Personal calling arrangements or devices, i.e. paging systems using wireless transmission
- G08B5/224—Paging receivers with visible signalling details
- G08B5/225—Display details
- G08B5/226—Display details with alphanumeric or graphic display means
Abstract
The present invention relates to a GIS-based disaster safety integrated management system based on two-dimensional or three-dimensional map-based spatial information data,
A smart mobile device 1 installed with a disaster information collection app so as to collect and transmit disaster information such as a photograph and a video; A smart big board server (2) storing disaster information transmitted from the smart mobile device (1); And a smart big board screen (3) in which disaster information stored in the smart big board server (2) is displayed on a map together with time and position information, the system comprising:
Since the smart big board screen 3 is provided with a geographic information system (GIS), on the spatial information data based on the two-dimensional or three-dimensional map 31, the disaster information transmitted from the smart mobile device 1 Contents such as photographs, field streaming images, real-time weather information, CCTV images, and big data such as SNS are simultaneously displayed and executed as layers,
When the user sets and stores the range for the area of interest on the map 31, the disaster information and various contents are filtered by the geo-fencing technique when they occur in the area of interest, And to simultaneously display and execute the data in a layer of interest.
Description
The present invention relates to a GIS-based disaster safety integrated management system based on two-dimensional or three-dimensional map-based spatial information data, and more particularly to a GIS (Geographic Information System) Disaster safety integrated situation management that enables users to precisely investigate disaster related information such as information, CCTV image, field streaming image, SNS information, user generated space information, And a method for analyzing a region of interest.
The present invention relates to processing of disaster-related information occurring in an area set after setting a current location, GIS presentation, and user push notification technology,
Real-time information that occurs in the user-set area includes real-time weather and weather information, SNS information (tweet, blog, etc.), and disaster related message information (SMS, push notification service, etc.) Is a spatial information processing technique for displaying and executing a layer on a two-dimensional or three-dimensional spatial information map.
Natural disasters such as typhoons, heavy rain, heat waves, drought, strong winds and heavy snowfall, as well as various human disasters such as fire, forest fire, traffic accident, explosion, Especially, it is very important not only to predict these disasters but also to respond promptly and accurately in the event of a disaster.
However, the systems developed for the disaster site investigation are systems developed to estimate the damage after the disaster has ended, and a system for quickly and accurately grasping the situation of the site in the process of disaster has not been developed.
However, for example, Korean Patent No. 10-0748528 (Registered Date: 2007. 08. 06) describes a system for real-time automatic updating of disaster damage using wireless communication and web-geographic system, ) Have been proposed.
In the prior art described above, an on-site equipment stage composed of various equipment for collecting damage information, damage images, moving images and voice information and transmitting them to a server is constructed, and damage investigation information acquired through the on- , It is automatically processed in real time in the form of information according to the determined type, and posted on the main page and bulletin board of the homepage. In addition, the web page is processed by processing in the form of standardized disaster letter book, and the Web-GIS And it will be able to search for and confirm various information quickly by linking such homepage, disaster letterhead, Web-GIS, etc., to establish rapid disaster recovery measures and support establishment of disaster prevention policy. Transparent and transparent disaster prevention and disaster recovery measures by posting various information of disaster investigation on the general Internet To ensure we can help you improve the citizen policy credibility.
However, since the above-described prior art requires a field equipment stage including a digital camera, a GPS, a voice recorder, and wireless high-speed communication equipment, it takes a lot of time and cost to pack the equipment stage, Is not easy. In addition, since the damage investigation information collected independently from various equipments must be integrated and the result must be derived, the process is complicated and time is required. In particular, the above-described prior art is not a disaster occurrence process but a system for calculating the damage amount by investigating the damage situation after the occurrence of a disaster, so that it can not play a role during the disaster occurrence process.
On the other hand, Korean Patent Laid-Open Publication No. 2013-0043422 discloses a map-based real-time disaster information service operating method using a mobile device, which is called "(a) an application of a mobile device requests all types of disaster location information (B) displaying, by the server, a disaster location information for each type of disaster on a map of the mobile device as a separate icon; (c) in the combo box of the mobile device, Requesting the server for disaster location information of a disaster type including a tsunami, a landslide, a wind, a heavy snow, and a fire, and (d) And displaying the disaster location information of the disaster type using the corresponding icon. The map-based real-time disaster information service operation using the mobile device "It discloses a.
However, the above-mentioned prior art method merely discloses the location and type of the generated disaster to the mobile device user in real time, and provides only the information in real time, Filtering or rearranging, and the notification function is insufficient. Therefore, there is a problem that situation response is insufficient and quick and accurate decision making becomes impossible.
SUMMARY OF THE INVENTION It is, therefore, an object of the present invention to provide a disaster safety integrated management system based on a GIS (Geographic Information System) It is possible to investigate disaster related information such as information, CCTV image, on-site streaming video, SNS information, user generated space information and dispatch of disaster official's commands to the operator's desired region and desired condition, In case of disaster related information, the alarm function enables the operator to recognize immediately, thereby making it possible to focus on the area of interest and to make quick and accurate decision making and situation response. will be.
In order to achieve the above object, there is provided a method of analyzing a region of interest for managing disaster safety integrated situation of the present invention,
A smart mobile device that is installed with a disaster information collection app so that disaster information such as photographs and videos can be collected and transmitted; A smart big board server in which disaster information transmitted from the smart mobile device is stored; And a smart big board screen in which disaster information stored in the smart big board server is displayed on a map together with time and location information, the system comprising:
Since the smart big board screen is provided with a geographic information system (GIS), disaster information transmitted from the smart mobile device, that is, photographs, on-site streaming images, Contents including real-time weather information, CCTV images, and big data such as SNS are simultaneously displayed and executed as layers,
When a user sets and stores a range of a region of interest on a map, the disaster information and various contents are filtered by a geo-fencing technique when they occur in a region of interest, And the like.
On the other hand, as a method of setting and storing the range of interest on the map, if a point is drawn on the map and the radius of the setting range is set, a method of setting the range of the interested region with respect to the circle around the point is used Can,
You could also use a method of setting a range of interest by drawing a polygon on the map.
Disaster information and various contents related to the area of interest are stored in the smart big board server 2 at the time of occurrence. In the smart
In the method for analyzing a region of interest for disaster safety integrated situation management of the present invention configured as described above,
In disaster safety integrated management system based on GIS (Geographic Information System), disaster related information such as real time weather information, CCTV image, field streaming image, SNS information, user generated space information, , It is possible to investigate only the desired conditions, and when the disaster-related information about the desired area and condition occurs, the alarm function enables the operator to recognize immediately.
That is, it is a main advantage of the present invention that the user can check the surrounding situation information based on the current location, and among the integrated situation management support systems in the disaster safety field, There is an effect that it is possible to secure all the information that is easy to miss in the target area.
FIG. 1 is a schematic diagram of a disaster safety integrated management system, which is basically provided for implementing the present invention.
FIG. 2 is a flowchart showing an implementation process in the disaster safety integrated management system of FIG. 1;
FIG. 3 is an exemplary view showing a smart big board screen of the disaster safety integrated management system of FIG. 1;
FIG. 4 is a diagram illustrating a process of analyzing a region of interest for managing a disaster safety integrated situation according to the present invention,
FIG. 5 is a diagram illustrating an example of a process of analyzing a region of interest for managing a disaster safety integrated situation according to the present invention, in which disaster information and various contents for a region of interest are displayed,
6 is a flowchart illustrating a process of analyzing a region of interest for managing a disaster safety integrated situation according to the present invention.
Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings. However, it is needless to say that the scope of the present invention is not limited thereto.
In this specification, the present embodiments are provided so that the disclosure of the present invention is complete, and those skilled in the art will fully understand the scope of the present invention. And the present invention is only defined by the scope of the claims. Accordingly, in some embodiments, well known components, well known operations, and well-known techniques are not specifically described to avoid an undesirable interpretation of the present invention.
Like reference numerals refer to like elements throughout the specification. It is also to be understood that the terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. In the present specification, the singular forms include plural forms unless otherwise specified in the specification. Also, components and acts referred to as " comprising (or comprising) " do not exclude the presence or addition of one or more other components and operations.
According to a preferred embodiment of the present invention, the term "smart mobile device for collecting disaster information" refers to a mobile communication terminal capable of wired / wireless communication as a device carried by a disaster site investigator. Here, the mobile communication terminal may be, for example, a portable mobile phone, a PDA (Personal Digital Assistant), a smart phone, a tablet PC, or the like, but is preferably an intelligent terminal equipped with a smart mobile OS Can be used.
The smart mobile device for disaster information collection may include a wired / wireless communication unit, an audio / video (A / V) input unit, a user input unit, a sensing unit, an output unit, a memory, an interface unit, a control unit, and a power supply unit. The above-described components are not all essential, and may be added or subtracted depending on the characteristics.
The smart mobile device is provided with an application for disaster area damage investigation (hereinafter referred to as a disaster information collection application). The disaster information gathering app can collect disaster information such as damage summary, damage situation, progress, photos, video, location, etc. at the disaster site so that the user can access the mobile server and transmit and register the collected information to provide.
The smart mobile device is capable of performing Internet communication, transmission, etc. during a mobile communication, and may include a personal information management function. In a daily life such as a communication network such as CDMA (Code Division Multiple Access), WCDMA (Wideband Code Division Multiple Access), LTE (Long Term Evolution), LTE-A (LTE Advanced), Wibro / Wimax, WiFi, 3G (or 4G) It is possible to directly connect to the Internet using an Internet communication network that is readily available, and to access the Internet in various ways using various browsing programs.
In order to utilize the location information using the location-based service, the smart mobile device can be classified into a GPS based, a mobile communication based, a WiFi wireless LAN / sensor network based location recognition technology, or a combination of a satellite navigation device and a WiFi wireless LAN Recognition technology is built to take advantage of.
The location information providing system based on the mobile communication network may include a base station, a location recognition server, and a mobile terminal. The mobile communication network may include a mobile communication network, Area.
The smart mobile device may be provided with location information using a WiFi wireless LAN / sensor network based on a satellite navigation device in order to solve the problem of deterioration of reception ratio in indoor and building dense areas, which is a disadvantage of a GPS (Global Positioning System). The location information providing system using the WiFi wireless LAN / sensor network base may include a short-range wireless communication network and an electronic tag.
The smart mobile device is associated with a geographic information system (GIS) together with the location information obtained through the location-based service, so that the location information is displayed on the map. Geographical information devices are used for collecting, storing, outputting, and analyzing geographical and geographically related data such as buildings, roads, rivers, contour lines, and administrative zone boundaries. They are used to construct, maintain, edit, analyze, It is a system that helps spatial decision making while acquiring spatial information through processes such as display and output.
First, FIG. 1 is a schematic diagram of a disaster safety integrated management system to be basically provided for implementing the present invention,
A smart
Field surveyors should install a disaster information collection app on smart mobile device (1) in advance, and the information collection app will automatically transmit the location information and time information provided by the smart mobile device, And time information.
On the other hand, since the photos and videos photographed in the field must be transmitted to the smart big board server 2 in real time along with the location information, they must be immediately transmitted on site using the information gathering application.
According to a preferred embodiment of the present invention, a smart big board is a situation board for detecting and responding to disasters in order to manage an overall disaster, and a smart big board server 2 for collecting and storing disaster information ), And a smart big board screen (3) in which disaster information is displayed on the basis of a GIS.
In addition to the disaster information transmitted from the smart
Since the smart
Weather information is related to rainfall, wind, and temperature, and can be provided in the form of rainfall radar images, satellite images, etc. It is provided with location information so that GIS based information can be selectively provided to the corresponding region ,
Big Data means a large set of regular or unstructured data sets beyond the ability to collect, store, manage, and analyze data with existing database management tools and techniques to extract values from these data and analyze the results. , Which will be selected from among the articles posted on the SNS including the general public's interest field, and will be provided with a match to the corresponding region based on the GIS.
FIG. 2 is a flowchart showing an implementation process in the disaster safety integrated management system of FIG. 1,
In the disaster safety integrated management system according to the present invention, a smart big board, that is, a server 2 of a smart big board and a smart
In case of selecting "CCTV image information", "Disaster scene video" and "SNS Big data", the disaster analysis commander selects the content to be displayed on the map in the smart big board screen (3) Various disaster information and contents are displayed on the
Since the disaster information and contents are provided together with the time information and the position information, the content display unit 32 is displayed on the
The content display unit 32 may be displayed differently so that contents such as a field streaming video, a CCTV video, and big data such as SNS can be distinguished from each other. For example, as shown in FIG. 3, "SNS Big Data" The
When the content display unit 32 is selected on the smart
Meanwhile, the information windows 33 are displayed and executed in layers corresponding to the selected contents, and are provided together with time information, so that disaster information and the time at which the contents are provided can be checked together.
As described above, in the disaster safety integrated management system according to the present invention, in order to accurately and quickly grasp the disaster safety situation, real-time weather information, CCTV image, on-site streaming image, SNS information, space information generated by the user, By displaying and executing information on the map simultaneously on the map, disaster safety officers and decision makers can make intuitive situations and make quick decisions.
In particular, in the present invention, large data such as weather information (temperature, rainfall, wind), weather image information (radar image, satellite image), and SNS containing interest fields of the general public are transmitted through the information window 33 The disaster safety officer and the decision-maker can make a comprehensive judgment on the disaster situation including the interest of the climate and the general public. Therefore, the disaster information can be collected in real time It is possible to judge accurately.
The above is a description of a disaster safety integrated management system that should basically be provided for implementing the present invention, and the present invention should additionally include the following configuration.
FIG. 4 is a diagram illustrating a process of analyzing a region of interest for managing a disaster safety integrated situation according to the present invention. FIG. 5 is a view showing a state where a region of interest is set. FIG. 6 is a flowchart illustrating a process of analyzing a region of interest for managing a disaster safety integrated situation according to the present invention. Referring to FIG. 6, ,
Since the smart
When the user sets and stores the range for the area of interest on the
In the embodiment of FIG. 4, a polygon is drawn on the
After the area of interest is set and stored, if disaster information and various contents are generated in the area of interest, it is filtered by a geo-fencing technique,
As shown in FIG. 5, the
The example screen sets an area on the map with a circle or a polygon as an area of interest of the user. In addition, the contents to be set in the area include weather information, weather speed, rainfall information, tweets (SNS information), and messages from the disaster agency (disaster reporting).
In the embodiment of FIG. 4, a polygon is drawn on the
Other methods such as setting the range of the area of interest for a circle centered on the point may be widely applied if a point is drawn on the map and the radius of the setting range is set.
Meanwhile, the present invention provides a push-alarm function for a user,
Disaster information and various contents related to the area of interest are stored in the smart big board server 2 at every time of occurrence. In the smart
In other words, the generated contents in the area of interest set above are displayed on the map, and the push notification is made to the user's application.
The user can confirm the surrounding situation information based on the current location is the strength of the service platform, and informs the user of the information generated through the real-time alarm, thereby enabling quick and accurate decision making and situation response.
Accordingly, among the integrated situation management support systems in the disaster safety field, it is possible to secure all the information that is easy to miss in the target area by supporting the function to enable the central management by setting the area of interest.
6 is a flowchart illustrating a process of analyzing a region of interest for managing a disaster safety integrated situation according to the present invention. In this case, a smart big board, that is, a smart big board server 2 and a smart big board screen 3) and then selects a content desired to be displayed on the map among various contents such as weather information (temperature, rainfall, wind), big data such as SNS, notification of disaster agency message,
The range of the area of interest on the map is displayed by circling the point on the map and setting the radius of the setting range or by drawing a polygon to set the range of the area of interest,
When the disaster information and various contents are generated in the area of interest, it is filtered and displayed as a layer on the
On the other hand, disaster information and various contents related to the area of interest are stored in the smart big board server 2 at the time of occurrence and are stored in the smart
While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments. It will be apparent to those skilled in the art that various changes and modifications may be made without departing from the spirit and scope of the invention as defined by the appended claims.
1: Smart mobile devices
2: Smart Big Board Server
3: Smart Big Board Screen
4: Borderline
31: Map
32:
33: Information window
Claims (5)
Since the smart big board screen 3 is provided with a geographic information system (GIS), on the spatial information data based on the two-dimensional or three-dimensional map 31, the disaster information transmitted from the smart mobile device 1 Contents such as photographs, field streaming images, real-time weather information, CCTV images, and big data such as SNS are simultaneously displayed and executed as layers,
When the user sets and stores the range for the area of interest on the map 31, the disaster information and various contents are filtered by the geo-fencing technique when they occur in the area of interest, Wherein the layer is displayed and executed as a layer at the same time.
A method for setting and storing a range of interest on a map is as follows: when a point is drawn on a map and a radius of the setting range is set, a range of the interest area is set for a circle centering on the point A method of analyzing areas of interest for safety integration management.
A method for setting and storing a range of interest on a map includes setting a range of interest by drawing a polygon on the map.
Disaster information and various contents related to the area of interest are stored in the smart big board server 2 at every time of occurrence. In the smart mobile device 1, disaster information and various kinds of contents from the smart big board server 2 And receiving an alarm on the content in real time.
Since the disaster information and contents are provided together with the time information and the position information, the content display unit 32 is displayed on the map 31 of the smart big board screen 3 at a position corresponding to the position information, 32), the separate information windows (33) are activated, and the disaster information and contents are simultaneously displayed and executed as a layer.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR102013145B1 (en) * | 2019-04-05 | 2019-08-27 | 대한민국 | Method for providing information gathering and sharing service using drone at diaster-affected site based on cooperation of citizen and government |
| KR20210062177A (en) * | 2019-11-21 | 2021-05-31 | 대한민국(행정안전부 국립재난안전연구원장) | Method to provide disaster information by Region |
| KR20210087688A (en) * | 2020-01-03 | 2021-07-13 | 한국전자통신연구원 | Method and system for providing personalized disaster information |
| KR102383956B1 (en) * | 2021-09-30 | 2022-04-08 | 텔레픽스 주식회사 | Method and system for providing notification information on user's maritime area of interest |
| KR20220046509A (en) * | 2020-10-07 | 2022-04-14 | 대한민국(행정안전부 국립재난안전연구원장) | A method for establishing a map-based information display system for reinforcing utilization of disaster sites |
| CN116227929A (en) * | 2023-03-07 | 2023-06-06 | 广州爱浦路网络技术有限公司 | Communication data analysis method, device, equipment and storage medium |
| KR102591593B1 (en) * | 2023-05-10 | 2023-10-19 | 한국정보기술 주식회사 | Method and Apparatus for Controlling Output Areas of Traffic Condition Board in Traffic Information Center |
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| KR20210062177A (en) * | 2019-11-21 | 2021-05-31 | 대한민국(행정안전부 국립재난안전연구원장) | Method to provide disaster information by Region |
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| KR102383956B1 (en) * | 2021-09-30 | 2022-04-08 | 텔레픽스 주식회사 | Method and system for providing notification information on user's maritime area of interest |
| CN116227929A (en) * | 2023-03-07 | 2023-06-06 | 广州爱浦路网络技术有限公司 | Communication data analysis method, device, equipment and storage medium |
| CN116227929B (en) * | 2023-03-07 | 2024-03-19 | 广州爱浦路网络技术有限公司 | Communication data analysis method, device, equipment and storage medium |
| KR102591593B1 (en) * | 2023-05-10 | 2023-10-19 | 한국정보기술 주식회사 | Method and Apparatus for Controlling Output Areas of Traffic Condition Board in Traffic Information Center |
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| KR101737815B1 (en) | 2017-05-29 |
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