CN115759982A - Multi-platform data fusion processing method, system, storage medium and server - Google Patents
Multi-platform data fusion processing method, system, storage medium and server Download PDFInfo
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Abstract
The embodiment of the application discloses a multi-platform data fusion processing method, a multi-platform data fusion processing system, a storage medium and a server, wherein the method comprises the following steps: receiving event information sent by an event host, and acquiring a plurality of platform data related to the event information; performing fusion processing on the plurality of platform data to obtain fusion information; distributing security personnel, a monitoring camera and an equipment monitoring device based on the fusion information and the activity information; and scheduling the security personnel to carry out field maintenance and controlling the monitoring camera and the equipment monitoring device to carry out real-time monitoring during the activity. By adopting the embodiment of the application, management platforms related to activities can be correlated, information interaction is enhanced, and further the activity security protection and control capability is improved.
Description
Technical Field
The application relates to the field of data processing, in particular to a multi-platform data fusion processing method, a multi-platform data fusion processing system, a storage medium and a server.
Background
Along with the development of national economic culture, aiming at activities such as mass culture sports activities, large commercial and trade activities, large conferences and large celebration gatherings and the like, the large activities can enrich the entertainment culture life of the masses, can promote the integral image of the city and even the country, and brings the development of the city and the national economic culture.
The population density of large-scale activities is too large and the members are complex; the activity holding place is a temporary place, and the hidden danger of equipment and facilities is great; the accident is indefinite in time and space, has sudden property and the like, causes potential safety hazards to large-scale activities, and the legal construction of the safety management of the large-scale activities is obviously lagged behind the rapidly developed large-scale activities.
The main reasons for the above problems are that the security management system of the security manager of the activity is incomplete, the security construction lacks effective overall planning, and the management platforms related to the activity are relatively independent, so that the information interaction and sharing are difficult, and the security prevention and control capability is low.
Disclosure of Invention
The embodiment of the application provides a multi-platform data fusion processing method, a multi-platform data fusion processing system, a storage medium and a server, which can correlate management platforms related to activities, enhance information interaction and further improve the security, protection and control capability of the activities.
The technical scheme is as follows:
in a first aspect of the present application, a multi-platform data fusion processing method is provided, which is applied to a server, and includes:
receiving activity information sent by an activity host, and acquiring a plurality of platform data related to the activity information;
performing fusion processing on the plurality of platform data to obtain fusion information;
distributing security personnel, a monitoring camera and an equipment monitoring device based on the fusion information and the activity information;
and scheduling the security personnel to carry out field maintenance and controlling the monitoring camera and the equipment monitoring device to carry out real-time monitoring during the activity.
By adopting the technical scheme, the information of a plurality of platforms is fused to obtain the fused information, security resources are distributed by combining the activity information and the fused information, the construction of an intelligent security system combining technical defense, manpower defense and material defense is realized, the functional personnel of each layer, each region and each department can be effectively coordinated and commanded, the existing infrastructure resources, information system resources and data resources are fully utilized to monitor the activity site in real time, the information interaction and sharing are enhanced, and the security control capability is improved.
Optionally, the fusing the multiple platform data to obtain fused information includes:
respectively cleaning the plurality of platform data to obtain a plurality of cleaning data;
and carrying out fusion processing on the plurality of cleaning data to obtain fusion information.
By adopting the technical scheme, the data of the multiple platforms are cleaned, impurity information is filtered, the multiple cleaning data are obtained, and then the cleaning data are fused, so that information interaction and resource sharing among the multiple platforms are enhanced.
Optionally, the fusing the plurality of cleaning data to obtain fused information includes:
and fusing the plurality of cleaning data through an ID-Mapping technology to obtain the fusion information.
By adopting the technical scheme, the data island is opened through the ID-Mapping technology, and the isolated systems are connected in series by using the uniform ID, so that the information interaction and the resource sharing among different platforms are enhanced.
Optionally, the activity information includes an activity location and an activity content, and based on the fusion information and the activity information, security personnel, a monitoring camera and an apparatus monitoring device are allocated, including:
determining the category and the first number of security personnel, the first setting position and the second number of monitoring cameras, and the second setting position and the third number of equipment monitoring devices based on the activity content and the activity place;
and distributing security personnel according to the categories and the first quantity, distributing monitoring cameras according to the first setting position and the second quantity, and distributing equipment monitoring devices according to the second setting position and the third quantity.
By adopting the technical scheme, the categories of security personnel, the number of the monitoring cameras and the placement positions are determined according to the activity content and the activity place, the key positions of the activity can be effectively monitored, and the security protection capability of the activity is improved.
Optionally, the determining the category of security personnel based on the activity content and the activity location includes:
judging whether the importance degree of the activity content reaches a first threshold value or not, and judging whether the activity place belongs to dangerous terrain or not;
if the importance degree of the activity content reaches a first threshold value and the activity place does not belong to dangerous terrain, allocating police officers as the security officers;
if the importance degree of the activity content reaches the first threshold value and the activity place belongs to dangerous terrain, allocating a professional matched with the dangerous terrain by police officers as the security personnel;
if the importance degree of the activity content does not reach a first threshold value, and the activity place does not belong to dangerous terrain, allocating security guards as the security guards;
and if the importance degree of the activity content does not reach a first threshold value, and the activity place belongs to dangerous terrain, allocating professional personnel with security matched with the dangerous place as the security personnel.
By adopting the technical scheme, the type of the security personnel is determined to be security personnel or police officers according to the importance degree of the activity, whether professional personnel are needed to be matched as the security personnel to maintain the activity site is judged according to the danger degree of the activity site, appropriate security resources are distributed according to the actual situation, and the security capability of the activity is improved.
Optionally, the scheduling the security personnel carry out on-site maintenance and control the monitoring camera and the device monitoring device carry out real-time monitoring, including:
scheduling the security personnel to carry out field maintenance;
monitoring the pedestrian flow and the traffic flow in the active area through the monitoring camera;
if the pedestrian flow and/or the vehicle flow exceed a second threshold, generating a first early warning;
monitoring the running state of running equipment in the active area through the equipment monitoring device;
if the running state of the running equipment in the active area is abnormal, generating a second early warning;
monitoring patrol posts in the active area in real time through the monitoring camera;
if the first number of security personnel in the patrol post is not monitored, generating a third early warning;
monitoring the participators in the activity area in real time through the monitoring camera;
and if the monitoring shows that the participators are injured, generating a fourth early warning.
By adopting the technical scheme, the early warning is generated to prompt security strength to carry out field maintenance by monitoring the pedestrian flow and/or the vehicle flow of the activity field, the equipment running state of the activity field, whether the patrol post is vacant and whether the attendee exists.
Optionally, the scheduling the security personnel carry out on-site maintenance and control after the surveillance camera head with the equipment monitoring device carries out real-time monitoring, still include:
if the first early warning is monitored, allocating mobile security personnel to carry out dredging management on the positions of the pedestrian flow and/or the vehicle flow;
if the second early warning is monitored, allocating maintenance personnel to maintain the operating equipment;
if a third early warning is monitored, reminding the security personnel of the patrol post to return, and/or allocating the mobile security personnel to the patrol post;
if the fourth early warning is monitored, transmitting the video of the injury of the participators to a medical service platform, so that the medical service platform allocates medical staff to go to a site for treatment according to the video.
By adopting the technical scheme, various security resources are allocated for field maintenance according to different emergency conditions, and the safety of an activity field is further ensured.
In a second aspect of the present application, there is provided a multi-platform data fusion processing system, the system comprising:
the event information receiving module is used for receiving event information sent by an event host and acquiring a plurality of platform data related to the event information;
the platform data fusion module is used for fusing the plurality of platform data to obtain fusion information;
the security resource distribution module is used for distributing security personnel, monitoring cameras and equipment monitoring devices based on the fusion information and the activity information;
and the security resource scheduling module is used for scheduling the security personnel to carry out field maintenance and controlling the monitoring camera and the equipment monitoring device to carry out real-time monitoring during the activity.
By adopting the technical scheme, the information of a plurality of platforms is fused to obtain the fused information, security resources are distributed by combining the activity information and the fused information, the construction of an intelligent security system combining technical defense, manpower defense and material defense is realized, the functional personnel of each layer, each region and each department can be effectively coordinated and commanded, the existing infrastructure resources, information system resources and data resources are fully utilized to monitor the activity site in real time, the information interaction and sharing are enhanced, and the security control capability is improved.
In a third aspect of the present application, a computer-readable storage medium is provided, having stored thereon a plurality of instructions adapted to be loaded by a processor and to carry out the above-mentioned method steps.
In a fourth aspect of the present application, there is provided a server comprising: a processor, a memory; wherein the memory stores a computer program adapted to be loaded by the processor and to perform the above-mentioned method steps.
In summary, the present application includes at least one of the following benefits:
1. the existing infrastructure resources, information system resources and data resources are fully utilized to carry out real-time monitoring on the activity site, so that information interaction and sharing are enhanced, and the security protection and control capability is improved;
2. information of a plurality of platforms is fused to obtain fusion information, security resources are distributed by combining activity information and the fusion information, the construction of an intelligent security system combining technical defense, manpower defense and material defense is realized, and functional personnel of each level, each region and each department can be effectively coordinated and commanded.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present application, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic flowchart of a multi-platform data fusion processing method according to an embodiment of the present application;
fig. 2 is a schematic flowchart of another multi-platform data fusion processing method provided in the embodiment of the present application;
FIG. 3 is a block diagram of a multi-platform data fusion processing system according to an embodiment of the present disclosure;
fig. 4 is a schematic structural diagram of a server according to an embodiment of the present application.
Description of reference numerals: 1. a multi-platform data fusion processing system; 11. an activity information receiving module; 12. a platform data fusion module; 121. a platform data cleaning unit; 122. a platform data fusion unit; 13. a security resource allocation module; 131. a security personnel allocation unit; 132. a monitoring device allocation unit; 14. a security resource scheduling module; 141. a pedestrian and vehicle flow monitoring unit; 142. a device operation monitoring unit; 143. a patrol post monitoring unit; 144. a participant monitoring unit; 1000. A server; 1001. a processor; 1002. a communication bus; 1003. a user interface; 1004. a network interface; 1005. A memory.
Detailed Description
In order to make those skilled in the art better understand the technical solutions in the present specification, the technical solutions in the embodiments of the present specification will be clearly and completely described below with reference to the drawings in the embodiments of the present specification, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments.
In the description of the embodiments of the present application, the words "exemplary," "for example," or "for instance" are used to indicate instances, or illustrations. Any embodiment or design described herein as "exemplary," "e.g.," or "e.g.," is not to be construed as preferred or advantageous over other embodiments or designs. Rather, use of the words "illustrative," "such as," or "for example" are intended to present relevant concepts in a concrete fashion.
In the description of the embodiments of the present application, the term "and/or" is only one kind of association relationship describing an association object, and indicates that three relationships may exist, for example, a and/or B may indicate: a exists alone, B exists alone, and A and B exist at the same time. In addition, the term "plurality" means two or more unless otherwise specified. For example, the plurality of systems refers to two or more systems, and the plurality of screen terminals refers to two or more screen terminals. Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or to implicitly indicate the indicated technical feature. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of that feature. The terms "comprising," "including," "having," and variations thereof mean "including, but not limited to," unless otherwise specifically stated.
The present application will be described in detail with reference to specific examples.
In an embodiment, as shown in fig. 1, a flow diagram of a multi-platform data fusion processing method provided in the embodiments of the present application is applied to a server, and the method may be implemented by relying on a computer program, a single chip, or a multi-platform data fusion processing system based on a von neumann architecture. The computer program may be integrated into the application or may run as a separate tool-like application.
Specifically, the multi-platform data fusion processing method comprises the following steps:
step 101: the method comprises the steps of receiving activity information sent by an activity host, and obtaining a plurality of platform data relevant to the activity information.
The event information may include information such as an event category, an event host, an event location, event content, and a person participating in the event. Wherein, the activity category can refer to government activities, commercial activities, literature activities, sports activities, mass activities and the like; the event host is responsible for the safety management of interaction and is also the main responsible person of the event; the activity location can be an open space location or a closed space location; the active content can be literary performance, sports competition, exhibition and sales, recruitment, temple meeting, light meeting, international meeting and the like; the persons participating in the event may include two types of persons, one being special event persons, which may refer to participants in the event who perform certain activity tasks and content, and the other being general public, i.e., objects who enjoy the service of the event.
The multiple platforms refer to platforms related to activities and capable of providing technical support or service for the activities, such as a medical platform, a map platform and an equipment management platform, and the multiple platform data can be understood as related information of the multiple platforms in the embodiment of the application, such as the geographic position of the medical platform, the number of ambulances and the number of ambulance staffs, and records can be made in advance for activity emergencies through the information.
Specifically, the server receives the event information sent by the event host, and can match the plurality of corresponding relevant platforms according to the event category, the event host, the event location, the event content, and the related information of the personnel participating in the event information, and acquire the data of the plurality of platforms.
Step 102: and fusing the plurality of platform data to obtain fusion information.
The fusion processing is performed on data of a plurality of platforms by a data fusion technology in the application, wherein the data fusion technology is an information processing technology which is performed by automatically analyzing and integrating a plurality of pieces of observation information obtained according to time sequence by using a computer under a certain criterion so as to complete needed decision and evaluation tasks. The fusion information may be understood as information obtained by processing information, which is associated with a plurality of platforms and possibly associated with activity information, by a data fusion technology and integrating the information.
Specifically, the fusion processing of the multiple platform data means that information interaction among multiple platforms is realized through a data fusion technology. In an implementation scene of the application, personnel are injured on site during the activity, at the moment, data of the map platform can be called, related medical resources at the site of the activity can be directly called, the map platform can be called again to plan an optimum rescue route due to the fact that the activity occupies a key traffic important road, and meanwhile, broadcasting on the rescue route can be controlled through the equipment management platform to remind the participants of evacuating according to the rescue route.
Step 103: and distributing security personnel, monitoring cameras and equipment monitoring devices based on the fusion information and the activity information.
The security personnel in the embodiments of the present application may refer to the relevant personnel responsible for the security of personnel and property in the security activities. In the present exemplary embodiment, the device monitoring device is understood to be a device for monitoring and managing devices in an activity, for example, air conditioning devices, elevator devices, lighting devices, light and sound devices required for an activity, and devices required for a particular activity, which are connected to the device monitoring device.
Specifically, the number and the positions of security personnel, monitoring cameras and equipment monitoring devices are distributed according to the activity category, the activity host, the activity place, the activity content, the personnel participating in the activity and other related contents in the activity information and the information related to each other among a plurality of platforms in the fusion information, and stronger security strength can be configured to be placed in the position of the activity related position.
Step 104: and in the process of activity, scheduling security personnel to carry out field maintenance and controlling the monitoring camera and the equipment monitoring device to carry out real-time monitoring.
Specifically, as the scale of activities increases, safety accidents may occur at various time points of activities and various small-scale activities, and the accidents often occur in a very short time, and in large activities, the accidents are induced by a large number of reasons, and suddenly occur, one sentence of rumor and one action may cause one disaster. In the embodiment of the application, the range of the activity can be determined by fusing information, maneuvering places are arranged around several key positions and can be used for scheduling resources of security protection force, and a reasonable number of security protection personnel, equipment monitoring equipment and monitoring rooms are arranged at the maneuvering places; the system can schedule security personnel at any time to carry out on-site maintenance, or carry out real-time processing through images acquired by the monitoring camera in real time so as to predict accidents in advance, or monitor the running condition of equipment in the activity through the equipment monitoring device.
Step 201: the method comprises the steps of receiving activity information sent by an activity host, obtaining a plurality of platform data relevant to the activity information, respectively cleaning the platform data to obtain cleaning data, and fusing the cleaning data through an ID-Mapping technology to obtain fused information.
The ID-Mapping technology is characterized in that data from a plurality of different sources are identified to be the same object or subject through various technical means, for example, the same equipment, the same user, the same enterprise and the like, equipment information and client number information of one user are dispersed in a plurality of different data sources, the ID-Mapping can connect fragmented data in series, the equipment is associated with the user, the user is found through the equipment, characteristics of the user are further found, a data island is eliminated, and a complete information view of the user is provided.
Specifically, the event information sent by the event host is received, the platform data related to the event information is obtained, and the platform data is cleaned through the ETL technology to obtain the cleaning data. Before data of a plurality of platforms are cleaned, various distributed and heterogeneous source data in the plurality of platforms are extracted through data extraction tools such as Sqoop, flume and Kafka, incomplete, repeated data, error data and data content which is completely irrelevant to activity information are cleaned according to the activity information and designed rules, and fusion information meeting requirements is obtained.
The ETL technology is a process of loading system data into a data warehouse after extraction, cleaning and conversion, and aims to integrate scattered, messy and non-uniform standard data together and provide analysis basis for management, arrangement and scheduling.
Step 202: judging whether the importance degree of the activity content reaches a first threshold value or not, judging whether the activity site belongs to dangerous terrain or not, if the importance degree of the activity content reaches the first threshold value and the activity site does not belong to dangerous terrain, allocating policemen as security personnel, if the importance degree of the activity content reaches the first threshold value and the activity site belongs to dangerous terrain, allocating professionals matched with the dangerous terrain as the security personnel, if the importance degree of the activity content does not reach the first threshold value and the activity site does not belong to dangerous terrain, allocating security personnel as the security personnel, and if the importance degree of the activity content does not reach the first threshold value and the activity site belongs to dangerous terrain, allocating professionals matched with the security personnel and the dangerous terrain as the security personnel.
The importance level of the content of the activity may be set to one importance level according to the size of the activity and the identity of the person participating in the activity in the embodiment of the present application, for example, according to the regulations, an activity in which the number of participants is 1000 or more may be regarded as a large-sized activity, an activity in which the number of participants is 1 thousand or more may be set to 3, an activity in which the number of participants is 1 ten thousand or more may be set to 5, an international conference such as a conference, an importance level may be set to 8, a first threshold may be set to 3, and an activity in which the importance level of the content of the activity reaches the first threshold may be regarded as an important activity.
Specifically, the types of security personnel are allocated according to the importance degree of the activity content and the terrain of the activity place, if the importance degree of the activity content reaches a first threshold value, the activity belongs to important activities, and police officers need to be allocated as the security personnel; the activity terrain is analyzed, for example, if the activity site is near the sea, a professional swimmer needs to be assigned as a security officer, and if the activity site is a mountain or cliff, a professional climber needs to be assigned as a security officer.
Step 203: based on the activity content and the activity place, determining the category and the first number of security personnel, the first setting position and the second number of the monitoring cameras and the second setting position and the third number of the equipment monitoring devices, distributing the security personnel according to the category and the first number, distributing the monitoring cameras according to the first setting position and the second number, and distributing the equipment monitoring devices according to the second setting position and the third number.
Specifically, the number and placement positions of the monitoring cameras and the equipment monitoring devices are determined according to the activity content and the activity site, for example, in a specific implementation scenario provided in an embodiment of the present application, a concert in a certain city is on the screen, and through the activity content and the activity site of the concert, three-dimensional geographic information around the city and the venue is integrated, and the identification of people/vehicles by a certain number of cameras is set at an entrance of the venue, so as to ensure that no congestion occurs in the activity site, the equipment monitoring devices are set up in the activity site, and whether the music equipment and the power equipment in the activity are normal or not is monitored in real time, so as to ensure that the activity is normally performed.
Step 204: during the process of the activity, security personnel are scheduled to carry out field maintenance, the flow of people and the flow of vehicles in the activity area are monitored through a monitoring camera, if the flow of people and/or the flow of vehicles exceeds a second threshold value, a first early warning is generated, the running state of running equipment in the activity area is monitored through an equipment monitoring device, if the running state of the running equipment in the activity area is abnormal, a second early warning is generated, patrol posts in the activity area are monitored in real time through the monitoring camera, if the patrol posts have the first number of security personnel, a third early warning is generated, the participating personnel in the activity area are monitored in real time through the monitoring camera, and if the participating personnel are monitored to be injured, a fourth early warning is generated.
Specifically, the pedestrian flow and/or the vehicle flow in the active area are monitored in real time through the monitoring camera, image processing and analysis are carried out through image information acquired by the monitoring camera in real time, and if the crowd density on the traffic roads such as stairs exceeds a second threshold value, the situation that trampling accidents are likely to happen is shown; if the vehicle density is monitored to exceed the second threshold value in the vehicle passing area, the situation that vehicle congestion is possible is indicated, the server generates a first early warning and sends the first early warning to security personnel, and the security personnel are reminded to maintain and evacuate the site.
In a possible implementation manner, the device monitoring apparatus monitors the device in the activity site, which may be an electrical device, a temperature sensor is placed on the electrical device, the temperature of the device is obtained in real time through the temperature sensor, and if the temperature is higher than a certain range, it indicates that a fire may be caused, the server generates a second warning to notify security personnel who maintain the electrical device to check the fire.
In a feasible implementation manner, the number of security personnel on a patrol station can be obtained in real time through the monitoring camera, for example, the number of security personnel on one patrol station is set to 3, the patrol station does not return to the station for a long time due to personal reasons or other tasks, if other potential safety hazards occur again, the potential safety hazards may be converted into accidents due to unattended operation, and when the monitoring camera does not monitor that 1-2 persons exist on the patrol station, a third early warning is generated to the security center or the security personnel on the patrol station.
In a possible implementation mode, the monitoring camera acquires the body conditions of the participants in real time, and if the abnormal body conditions of the participants, such as lying down on the ground, white face and the like, are found through image processing, the server generates a fourth early warning.
Step 205: if the first early warning is monitored, allocating mobile security personnel to dredge and manage positions of the human flow and/or the vehicle flow, if the second early warning is monitored, allocating maintenance personnel to maintain the operating equipment, if the third early warning is monitored, reminding the security personnel on the patrol post to return, and/or allocating the mobile security personnel to the patrol post, and if the fourth early warning is monitored, transmitting the video of the injury of the participators to the medical service platform, so that the medical service platform allocates medical personnel to perform on-site treatment according to the video.
Specifically, if the first early warning is monitored, the first early warning is sent to relevant responsible security personnel, a map platform is called, and an evacuation route is generated so as to evacuate the human traffic and/or the vehicle traffic; if the second early warning is monitored, sending prompt information to related responsible personnel to maintain the equipment with hidden danger; if the third early warning is monitored, sending prompt information to security personnel on the original post to prompt the security personnel to return, and if the security personnel cannot timely return to the post because of processing other tasks, transmitting the prompt information to a security responsible person to prompt the security responsible person to redistribute the mobile security personnel to go to the patrol post; if the fact that the participators are injured is monitored, video of the injuries of the participators is transmitted to the medical service platform, the medical service platform can analyze the injuries and the number of people of the participators according to the video information, and corresponding medical care personnel are dispatched to treat the participators.
The following are embodiments of the system of the present application that may be used to perform embodiments of the method of the present application. For details not disclosed in the embodiments of the system of the present application, please refer to the embodiments of the application method.
Referring to fig. 3, a schematic structural diagram of a multi-platform data fusion processing system according to an exemplary embodiment of the present application is shown. The multi-platform data fusion processing system can be implemented as all or part of a system through software, hardware or a combination of both. The system 1 comprises an activity information receiving module 11, a platform data fusion module 12, a security resource distribution module 13 and a security resource scheduling module 14.
The event information receiving module 11 is configured to receive event information sent by an event host, and acquire a plurality of platform data related to the event information.
And the platform data fusion module 12 is configured to perform fusion processing on the plurality of platform data to obtain fusion information.
And the security resource distribution module 13 is used for distributing security personnel, monitoring cameras and equipment monitoring devices based on the fusion information and the activity information.
And the security resource scheduling module 14 is used for scheduling the security personnel to carry out field maintenance and controlling the monitoring camera and the equipment monitoring device to carry out real-time monitoring during the activity.
Optionally, the platform data fusion module 12 includes a platform data cleaning unit 121 and a platform data fusion unit 122.
The platform data cleaning unit 121 is configured to respectively clean the plurality of platform data to obtain a plurality of cleaning data.
And the platform data fusion unit 122 is configured to perform fusion processing on the plurality of cleaning data to obtain fusion information.
Optionally, the security resource allocation module 13 includes a security personnel allocation unit 131 and a monitoring device allocation unit 132.
And the security personnel allocation unit 131 is used for determining the category and the first number of security personnel, the first setting position and the second number of monitoring cameras and the second setting position and the third number of equipment monitoring devices based on the activity content and the activity place.
And the monitoring equipment allocation unit 132 is configured to allocate security personnel according to the categories and the first amount, allocate monitoring cameras according to the first setting positions and the second amount, and allocate equipment monitoring devices according to the second setting positions and the third amount.
Optionally, the security resource scheduling module 14 includes a human-vehicle flow monitoring unit 141, an equipment operation monitoring unit 142, a patrol position monitoring unit 143, and a participant monitoring unit 144.
And the pedestrian and vehicle flow monitoring unit 141 is configured to monitor pedestrian flow and vehicle flow in the active area through the monitoring camera, and generate a first warning if the pedestrian flow and/or the vehicle flow exceed a second threshold.
And the device operation monitoring unit 142 is configured to monitor the operation state of the operation device in the active area through the device monitoring apparatus, and if the operation state of the operation device in the active area is abnormal, generate a second warning.
And the patrol post monitoring unit 143 is configured to monitor the patrol posts in the active area in real time through the monitoring camera, and generate a third warning if the first number of security personnel is not monitored in the patrol posts.
And a participant monitoring unit 144, configured to perform real-time monitoring on the participants in the activity area through the monitoring camera, and if it is monitored that the participants are injured, generate a fourth warning.
The embodiment of the present application further provides a computer storage medium, where the computer storage medium may store a plurality of instructions, and the instructions are suitable for being loaded by a processor and executing the multi-platform data fusion processing method according to the embodiment shown in fig. 1 to fig. 2, and a specific execution process may refer to specific descriptions of the embodiment shown in fig. 1 to fig. 2, which is not described herein again.
Please refer to fig. 4, which provides a schematic structural diagram of a server according to an embodiment of the present application. As shown in fig. 4, the server 1000 may include: at least one processor 1001, at least one network interface 1004, a user interface 1003, memory 1005, at least one communication bus 1002.
The communication bus 1002 is used to implement connection communication among these components.
The user interface 1003 may include a Display screen (Display) and a Camera (Camera), and the optional user interface 1003 may also include a standard wired interface and a wireless interface.
The network interface 1004 may optionally include a standard wired interface, a wireless interface (e.g., WI-FI interface), among others.
The Memory 1005 may include a Random Access Memory (RAM) or a Read-Only Memory (Read-Only Memory). Optionally, the memory 1005 includes a non-transitory computer-readable medium. The memory 1005 may be used to store an instruction, a program, code, a set of codes, or a set of instructions. The memory 1005 may include a stored program area and a stored data area, wherein the stored program area may store instructions for implementing an operating system, instructions for at least one function (such as a touch function, a sound playing function, an image playing function, etc.), instructions for implementing the various method embodiments described above, and the like; the storage data area may store data and the like referred to in the above respective method embodiments. The memory 1005 may optionally be at least one memory device located remotely from the processor 1001. As shown in fig. 4, the memory 1005, which is a computer storage medium, may include therein an operating system, a network communication module, a user interface module, and a multi-platform data fusion processing method application program.
It should be noted that: in the above embodiment, when the device implements the functions thereof, only the division of the functional modules is illustrated, and in practical applications, the functions may be distributed by different functional modules according to needs, that is, the internal structure of the device may be divided into different functional modules to implement all or part of the functions described above. In addition, the apparatus and method embodiments provided by the above embodiments belong to the same concept, and specific implementation processes thereof are described in the method embodiments for details, which are not described herein again.
In the server 1000 shown in fig. 4, the user interface 1003 is mainly used as an interface for providing input for a user, and acquiring data input by the user; and the processor 1001 may be configured to invoke an application program stored in the memory 1005 to execute a multi-platform data fusion processing method, which when executed by one or more processors, causes the server to perform the method as described in one or more of the above embodiments.
A server-readable storage medium having instructions stored thereon. When executed by one or more processors, cause a server to perform a method as described in one or more of the above embodiments.
It is clear to a person skilled in the art that the solution of the present application can be implemented by means of software and/or hardware. The term "unit" and "module" in this specification refers to software and/or hardware capable of performing a specific function independently or in cooperation with other components, wherein the hardware may be, for example, a Field-ProgrammaBLE Gate Array (FPGA), an Integrated Circuit (IC), or the like.
It should be noted that, for simplicity of description, the above-mentioned method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the present application is not limited by the order of acts described, as some steps may occur in other orders or concurrently depending on the application. Further, those skilled in the art will recognize that the embodiments described in this specification are preferred embodiments and that acts or modules referred to are not necessarily required for this application.
In the foregoing embodiments, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
In the several embodiments provided in the present application, it should be understood that the disclosed apparatus may be implemented in other manners. For example, the above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units is only one type of division of logical functions, and there may be other divisions when actually implementing, for example, a plurality of units or components may be combined or may be integrated into another system, or some features may be omitted, or not implemented. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of some service interfaces, devices or units, and may be an electrical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated unit, if implemented as a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable memory. Based on such understanding, the technical solution of the present application may be substantially implemented or a part of or all or part of the technical solution contributing to the prior art may be embodied in the form of a software product stored in a memory, and including several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method described in the embodiments of the present application. And the aforementioned memory comprises: various media capable of storing program codes, such as a usb disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk.
Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by associated hardware instructed by a program, which may be stored in a computer-readable memory, which may include: flash disks, read-Only memories (ROMs), random Access Memories (RAMs), magnetic or optical disks, and the like.
The above description is only an exemplary embodiment of the present disclosure, and the scope of the present disclosure should not be limited thereby. That is, all equivalent changes and modifications made in accordance with the teachings of the present disclosure are intended to be included within the scope of the present disclosure. Other embodiments of the disclosure will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure. This application is intended to cover any variations, uses, or adaptations of the disclosure following, in general, the principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains.
Claims (10)
1. A multi-platform data fusion processing method is applied to a server and comprises the following steps:
receiving activity information sent by an activity host, and acquiring a plurality of platform data related to the activity information;
performing fusion processing on the plurality of platform data to obtain fusion information;
distributing security personnel, a monitoring camera and an equipment monitoring device based on the fusion information and the activity information;
and scheduling the security personnel to carry out field maintenance and controlling the monitoring camera and the equipment monitoring device to carry out real-time monitoring during the activity.
2. The multi-platform data fusion processing method according to claim 1, wherein the fusion processing of the plurality of platform data to obtain fusion information includes:
respectively cleaning the plurality of platform data to obtain a plurality of cleaning data;
and carrying out fusion processing on the plurality of cleaning data to obtain fusion information.
3. The multi-platform data fusion processing method according to claim 2, wherein the fusion processing of the plurality of cleaning data to obtain fusion information includes:
and fusing the plurality of cleaning data through an ID-Mapping technology to obtain the fusion information.
4. The multi-platform data fusion processing method according to claim 1, wherein the activity information includes activity locations and activity contents, and the assigning of security personnel, surveillance cameras and equipment monitoring devices based on the fusion information and the activity information includes:
determining the category and the first number of security personnel, the first setting position and the second number of monitoring cameras and the second setting position and the third number of equipment monitoring devices based on the activity content and the activity place;
and distributing security personnel according to the categories and the first quantity, distributing monitoring cameras according to the first setting positions and the second quantity, and distributing equipment monitoring devices according to the second setting positions and the third quantity.
5. The multi-platform data fusion processing method of claim 4, wherein determining the category of security personnel based on the activity content and the activity location comprises:
judging whether the importance degree of the activity content reaches a first threshold value or not, and judging whether the activity place belongs to dangerous terrain or not;
if the importance degree of the activity content reaches a first threshold value and the activity place does not belong to dangerous terrain, allocating police officers as the security personnel;
if the importance degree of the activity content reaches the first threshold value and the activity place belongs to dangerous terrain, allocating professionals matched with the dangerous terrain by police officers as the security personnel;
if the importance degree of the activity content does not reach a first threshold value, and the activity place does not belong to dangerous terrain, allocating security guards as the security guards;
and if the importance degree of the activity content does not reach a first threshold value and the activity site belongs to dangerous terrain, allocating a professional with security matched with the dangerous site as the security personnel.
6. The multi-platform data fusion processing method according to claim 1, wherein the scheduling of the security personnel for field maintenance and the control of the monitoring camera and the device monitoring apparatus for real-time monitoring comprises:
scheduling the security personnel to carry out field maintenance;
monitoring the pedestrian flow and the traffic flow in the active area through the monitoring camera;
if the pedestrian flow and/or the vehicle flow exceed a second threshold, generating a first early warning;
monitoring the running state of running equipment in the active area through the equipment monitoring device;
if the running state of the running equipment in the active area is abnormal, generating a second early warning;
monitoring patrol posts in the active area in real time through the monitoring camera;
if the first number of security personnel in the patrol post is not monitored, generating a third early warning;
monitoring the participators in the activity area in real time through the monitoring camera;
and if the monitoring shows that the participators are injured, generating a fourth early warning.
7. The multi-platform data fusion processing method according to claim 6, wherein after the security personnel are scheduled for field maintenance and control the monitoring camera and the device monitoring apparatus for real-time monitoring, the method further comprises:
if the first early warning is monitored, allocating mobile security personnel to carry out dredging management on the positions where the pedestrian flow and/or the vehicle flow are located;
if the second early warning is monitored, allocating maintenance personnel to maintain the operating equipment;
if a third early warning is monitored, reminding security personnel of the patrol post to return, and/or allocating the motor security personnel to the patrol post;
if the fourth early warning is monitored, transmitting the video of the injury of the participator to a medical service platform, so that the medical service platform allocates medical staff to go to a site for treatment according to the video.
8. A multi-platform data fusion processing system, comprising:
the event information receiving module (11) is used for receiving event information sent by an event host and acquiring a plurality of platform data related to the event information;
the platform data fusion module (12) is used for fusing the platform data to obtain fusion information;
the security resource distribution module (13) is used for distributing security personnel, a monitoring camera and an equipment monitoring device based on the fusion information and the activity information;
and the security resource scheduling module (14) is used for scheduling the security personnel to carry out field maintenance and controlling the monitoring camera and the equipment monitoring device to carry out real-time monitoring during the activity.
9. A computer-readable storage medium storing instructions adapted to be loaded by a processor and to perform the method according to any one of claims 1 to 7.
10. A server, comprising a processor, a memory and a transceiver, wherein the memory is used for storing instructions, and the transceiver is used for communicating with other devices, and the processor is used for executing the instructions stored in the memory, so that the server executes the method of any one of claims 1 to 7.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117591283A (en) * | 2023-11-21 | 2024-02-23 | 嘉兴云切在线科技有限公司 | Cloud cutting equipment management method and system based on cross-platform data fusion |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN117591283A (en) * | 2023-11-21 | 2024-02-23 | 嘉兴云切在线科技有限公司 | Cloud cutting equipment management method and system based on cross-platform data fusion |
| CN117591283B (en) * | 2023-11-21 | 2024-04-16 | 嘉兴云切在线科技有限公司 | Cloud cutting equipment management method and system based on cross-platform data fusion |
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