CN115985061A - Security incident analysis and disposal platform based on smart city - Google Patents
Security incident analysis and disposal platform based on smart city Download PDFInfo
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Abstract
The invention discloses a security event analysis and disposal platform based on an intelligent city, which comprises: the command scheduling unit is used for carrying out multi-dimensional address book grouping according to different safety event types and authorities, carrying out emergency plan association, and carrying out accurate allocation and quick transmission of decision information when handling emergency events; an event handling unit to: uniformly collecting and managing the reported event information, disaster situations and automatically accessed alarm information, and judging whether to start an emergency plan; automatically matching address lists of related groups according to the started emergency plan; the decision auxiliary unit is used for reproducing each link in the event handling process, generating various derived indexes by combining external data and providing data support for daily supervision; the effect is as follows: the method integrates the unified scheduling capability, has the functions of cross-department, cross-industry and multi-dimensional unified emergency handling and command scheduling of the safety events, and overcomes the defect that the handling capability needs to be improved urgently in the prior art.
Description
Technical Field
The invention relates to the technical field of urban safety management, in particular to a safety event analysis and disposal platform based on an intelligent city.
Background
With the rapid advance of urbanization, the scale of cities is gradually enlarged, functional systems are gradually complicated, various risks are increasingly prominent, and the safety of the cities faces a severe challenge. In recent years, network security events, public security events and serious production safety accidents in smart cities frequently occur, so that great loss is caused to life and property safety of people, and loopholes and short boards existing in city security management are exposed, so that the problem of constructing comprehensive and systematic disposal capability is urgently needed to be perfect.
Disclosure of Invention
Aiming at the technical defects in the prior art, the embodiments of the present invention provide a security event analysis and disposal platform based on an intelligent city, so as to overcome the defect that the disposal capability needs to be improved urgently in the prior art.
In order to achieve the above object, an embodiment of the present invention provides a security event analysis and handling platform based on an intelligent city, including a command scheduling unit, an event handling unit, and a decision auxiliary unit;
the command scheduling unit is used for carrying out multi-dimensional address book grouping according to different security event types and authorities, carrying out emergency plan association and simultaneously realizing accurate allocation and quick transmission of decision information when handling emergency events in multiple ways;
an event handling unit to:
uniformly collecting and managing the reported event information, disaster situations and automatically accessed alarm information, and judging whether to start an emergency plan;
after the starting of the plan is confirmed, event classification and grading are carried out according to the definition and grading of the event in the preset emergency plan, and the corresponding emergency plan is automatically matched in combination with the current event information;
meanwhile, automatically matching address lists of related groups according to the started emergency plan, and informing corresponding implementers of the address lists to carry out emergency handling of events in various ways;
the decision auxiliary unit is used for reproducing each link in the event handling process, generating various derived indexes by combining various external data and providing data support for daily supervision.
Preferably, the command scheduling unit comprises an address list module, a voice calling module, a voice conference module, a video conference module, a recording and videotaping module and a mobile terminal access module;
the address book module is used for carrying out address book grouping management according to different types of special groups and level authorities and associating related emergency plans;
the voice calling module is used for completing the communication with various communication terminals through a unified dispatching desk, performing one-key dispatching on various different terminals, providing the functions of one-key group calling, call holding and call transferring, and realizing the unified command dispatching of emergency event handling and the quick transmission of emergency decision information;
the voice conference module is used for realizing that people in the address list perform a group conference, supporting non-address list members to join in a conference place and simultaneously holding a plurality of conferences without mutual interference;
the video conference module is used for providing various multi-party video calls which are created in a self-defined mode, providing various call control, conference reservation and notification, and directly reserving a conference by combining a conference template;
the recording and video module is used for recording and video of calls, voice conferences and video conferences in real time and storing preset time;
the mobile terminal access module is used for accessing various mobile terminals and providing audio/video, images and characters to the command center, and pushing the audio/video, images and characters of the command center to the mobile terminal on site.
Preferably, the event handling unit includes:
the event receiving management module is used for carrying out unified summary management on the reported event information, the disaster and the automatically accessed alarm information, automatically identifying the alarm information and judging whether to start an emergency plan or not; the judgment is carried out based on monitoring videos near the alarm source and important equipment and major hazard sources and events related to the events;
the event classification and grading module is used for classifying and grading events according to the definition and grading of the events in the preset emergency plan after the start of the plan is confirmed, and automatically matching the corresponding emergency plan by combining the current event information;
the plan starting module is used for providing a matched plan selecting function, starting a response plan according to the event information and providing a function of manual starting and confirmation;
and the information pushing module is used for automatically matching the address book of the related group according to the started emergency plan after the start of the plan is confirmed, and informing the corresponding implementers of the address book to carry out emergency handling of the event in various ways.
Preferably, the event handling unit further comprises an advanced handling module, and the advanced handling module is used for performing instant emergency handling on a person receiving notification at the first time; and in the process of advanced treatment, the corresponding emergent common event level needs to be changed according to the change of the situation and the hazard degree.
Preferably, the event handling unit further includes an enlarged response module, and the enlarged response module is configured to increase emergency resource scheduling by enlarging a response range and determine whether to transfer a command relationship to a higher-level emergency department when an emergency situation cannot be controlled in advance is handled.
Preferably, the decision auxiliary unit comprises an event reproduction module and an event branching evaluation module;
the event rendering module is configured to:
managing an event overall process chain according to a time axis form, and reproducing each link in an event handling process;
and provides the functions of extracting the reproduction process, adding the reproduction process, generating and managing the reproduction report and memorandum;
the event branching evaluation module is used for combining a hazard source, a point location and early warning to dispose various external data, generating various derived indexes and providing data support for daily supervision.
Preferably, the decision auxiliary unit further comprises a geographic information auxiliary module and a comprehensive query module;
the geographic information auxiliary module is used for inquiring and displaying the surrounding environment of the incident, the traffic condition, the danger source and the emergency resource deployment condition by combining a GIS map, providing a quick positioning function and realizing navigation for the emergency vehicle;
and the comprehensive query module is used for the mobile terminal to synchronize various emergency resource information, protection target information and danger source information of the PC terminal in real time, and to screen and look up various information according to preset dimensions.
Preferably, the city safety early warning platform is further configured to perform data capitalization on the reported data, where the data capitalization specifically includes:
data specification;
data cleaning;
a data model to determine relationships between data;
and the data label is used for describing the data entity characteristics.
Preferably, the city safety early warning platform is further configured to analyze the data after the data is capitalized, where the analysis includes multidimensional analysis, association analysis, regression analysis, and cluster analysis.
By implementing the embodiment of the invention, the beneficial effects of the invention are as follows: compared with the prior art, the intelligent city-based security event analysis and disposal platform provided by the embodiment of the invention is used for uniformly summarizing and managing reported event information, disaster situations and automatically accessed alarm information and judging whether to start an emergency plan or not; the multi-dimensional address book grouping is carried out according to different security event types and authorities, the emergency plan association is carried out, meanwhile, the accurate allocation and the quick transmission of decision information during emergency event disposal are realized in multiple modes, the unified scheduling capability is integrated, the cross-department, cross-industry and multi-dimensional unified emergency disposal and command scheduling of the security events are realized, and the defect that the disposal capability needs to be improved urgently in the prior art is overcome.
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In order to more clearly illustrate the detailed description of the invention or the technical solutions in the prior art, the drawings that are needed in the detailed description of the invention or the prior art will be briefly described below.
Fig. 1 is a block diagram of a security event analysis and handling platform based on a smart city according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of a command scheduling unit according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an event handling unit according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of a decision assistance unit according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It is to be noted that, unless otherwise specified, technical or scientific terms used herein shall have the ordinary meaning as understood by those skilled in the art to which the invention pertains.
Referring to fig. 1 to fig. 4, a security event analysis and handling platform based on an intelligent city according to an embodiment of the present invention includes a command scheduling unit, an event handling unit, and a decision assisting unit;
the command scheduling unit is used for carrying out multi-dimensional address book grouping according to different security event types and authorities, carrying out emergency plan association and simultaneously realizing accurate allocation and quick transmission of decision information when handling emergency events in multiple ways;
an event handling unit to:
uniformly collecting and managing the reported event information, disaster situations and automatically accessed alarm information, and judging whether to start an emergency plan;
after the starting of the plan is confirmed, event classification and grading are carried out according to the definition and grading of the event in the preset emergency plan, and the corresponding emergency plan is automatically matched in combination with the current event information;
meanwhile, automatically matching address lists of related groups according to the started emergency plan, and informing corresponding implementers of the address lists to carry out emergency handling of events in various ways;
the decision auxiliary unit is used for reproducing each link in the event handling process, generating various derived indexes by combining various external data and providing data support for daily supervision.
When the system is implemented, the command scheduling unit comprises an address list module, a voice calling module, a voice conference module, a video conference module, a recording and videotaping module and a mobile terminal access module;
the address book module is used for carrying out address book grouping management according to different types of special groups and level authorities and associating related emergency plans; wherein the special groups comprise a flood prevention platform special group, an agriculture and water conservancy special group, an urban waterlogging special group, a geological disaster special group, a transportation special group and the like; and the functions of multi-dimensional inquiry, addition, modification, deletion and the like of the address list are provided, the functions of the address list comprise the functions of name, department, affiliated area, affiliated group, mobile phone number and the like, and a subsequent voice calling module is associated to provide a one-key dialing function, so that the dispatching efficiency is improved.
The voice calling module is used for completing the communication with various communication terminals through a unified dispatching desk, performing one-key dispatching on various different terminals, providing the functions of one-key group calling, call holding and call transferring, and realizing the unified command dispatching of emergency event handling and the quick transmission of emergency decision information;
therefore, the problem that the command dispatcher makes voice calls to mobile phones, fixed telephones, wireless clusters, visual talkbacks, individual soldiers and the like is solved by utilizing the voice dispatching function.
The voice conference module is used for realizing that people in the address list perform a group conference, supporting non-address list members to join in a conference place and simultaneously holding a plurality of conferences without mutual interference; the main functions include: the method comprises the following steps of immediate meeting entrance, conference reservation, group calling meeting entrance, selective calling meeting entrance, individual meeting entrance, meeting exit kicking, forced insertion and forced removal, roll call, group calling, speech and speech prohibition, meeting place recording and the like.
The video conference module is used for providing customized creation of various multi-party video calls such as daily conferences, on-site conferences, temporary conferences, conference reservation and the like, providing various call control, conference reservation and notification, and directly reserving the conference by combining a conference template; the functions mainly comprise: such as call coverage, call forwarding, call waiting, holding, group calling, etc., and furthermore, manages the historical conference through the conference record, provides simple and easy-to-use management of the conference participants, selects the participants to call in the conference according to the actual situation, provides conference appointment and notification, and can directly appoint the conference by combining with the conference template.
The recording and video module is used for recording and video of calls, voice conferences and video conferences in real time and storing preset time; meanwhile, the method also provides the functions of inquiring, checking, playing and the like of the recording and video recording in a web mode.
The mobile terminal access module is used for accessing various mobile terminals and providing audio and video, images and characters to a command center, and the audio and video, images and characters of the command center are pushed to the mobile terminals on site; the mobile terminal comprises various mobile terminals such as a mobile phone, an individual soldier and an unmanned aerial vehicle.
It should be noted that, in this embodiment, an event and a security event have the same meaning; the platform also acquires the unified access and assets of the sensing terminal and the sensing data of the urban security situation;
the safety state of each enterprise is known by using the detection data, state, quantity, position information, alarm threshold value and other data of the recording equipment and associating the enterprise information and the early warning information;
accessing data of different fields, different platforms and different systems;
providing a platform standard API interface, and butting with the existing system to realize data sharing;
sensing terminal data is accessed through an IOT platform;
carrying out omnibearing correlation analysis on the city safety data;
constructing a model base and a risk base covering all security scenes of a city to form a city security risk association system;
and performing equipment access control, authentication and data encryption to ensure the safety of the equipment and the service system.
The data asset realization specifically comprises the following steps:
data specification;
data cleaning;
a data model to determine relationships between data;
and the data label is used for describing the physical characteristics of the data.
Meanwhile, carrying out omnibearing correlation analysis, wherein the analysis comprises multidimensional analysis, correlation analysis, regression analysis and cluster analysis; and further excavating accident occurrence rates and casualty rates of different business fields to generate corresponding safety condition indexes, wherein the safety condition indexes comprise:
industrial and mineral commerce and trade safety: the production safety accident death rate and million man-hour injury rate of hundreds of thousands of people in the industry, the mine, the commerce and the trade employment are achieved;
and (4) construction safety: the mortality rate of construction workers for thousands of people;
safety of special equipment: the scheduled inspection rate of special equipment and the number of dead people in accidents of ten thousand special equipment;
and (4) fire safety: mortality of one hundred thousand population from fire;
and (4) traffic safety: road traffic mortality rate of ten thousands of cars;
disaster prevention and reduction: the direct economic loss of millions of people due to disaster mortality, forest fire damage rate and annual natural disasters accounts for the proportion of GDP;
and then, according to the safety condition indexes, obtaining corresponding city safety assessment indexes, visually displaying information such as safety threat early warning and the like, providing scientific disposal suggestions, and dynamically assessing city safety risks in real time to prevent city safety hidden dangers.
In this embodiment, the data mining is performed by using association analysis, which specifically includes:
firstly, reading obtained quantitative data;
then, performing multi-value correlation analysis to obtain a corresponding frequent attribute set;
then, attribute space division is carried out, digital characteristics reflecting qualitative concepts of field attributes are generated, and digital characteristics corresponding to qualitative language values are given; mapping all numerical data to qualitative language values;
finally, mining association rules by using a data mining algorithm; such as Apriori algorithm for association analysis.
Further, the event handling unit includes:
the event receiving management module is used for carrying out unified summary management on the reported event information, the disaster and the automatically accessed alarm information, automatically identifying the alarm information and judging whether to start an emergency plan or not; the judgment is carried out on the basis of monitoring videos near the alarm source and important equipment and major hazard sources and events related to the events; providing functions including inquiry, addition, modification, deletion, association checking, automatic receiving, pushing, resource association and the like;
the event classification and grading module is used for classifying and grading events according to the definition and grading of the events in the preset emergency plan after the start of the plan is confirmed, and automatically matching the corresponding emergency plan by combining the current event information; meanwhile, information such as emergency resources, important equipment related to the event, major hazard sources and the like is also matched;
the plan starting module is used for providing a matched plan selecting function, starting a response plan according to the event information and providing a function of manual starting and confirmation;
when the method is implemented, after a plan is started, the flow charts of automatic calling out accident issue point monitoring and emergency disposal are displayed in a large screen, and danger source monitoring information, issued instructions, feedback information, emergency materials, external information and the like are displayed; in the emergency response process, the leader group corresponding to the address book can assign disposal personnel and transfer materials according to matched personnel information, emergency materials and the like.
The information pushing module is used for automatically matching the address book of the related group according to the started emergency plan after the start of the plan is confirmed, and informing the corresponding implementers of the address book to carry out emergency handling of events in various ways; the multiple modes comprise modes of outgoing calls, short messages, mobile applications and the like.
The intelligent emergency network system is formed by integrating relevant information of city network safety, production safety, water, electricity, gas and heat safety, city infrastructure safety, disaster prevention and reduction, ecological environment safety and the like in an informationized way by covering data of all relevant intelligent departments of a city, and realizes unified safe operation among cross-region, cross-department, cross-police area and different emergency personnel, quick response, unified emergency and united action, linkage of social service is really realized, emergent safety events are effectively responded, and the health and life safety of people are practically ensured.
According to the technical scheme, the reported event information, the disaster situation and the automatically accessed alarm information are uniformly aggregated and managed, and whether an emergency plan is started or not is judged; the multi-dimensional address book grouping is carried out according to different safety event types and authorities, the emergency plan association is carried out, meanwhile, the accurate allocation and the quick transmission of decision information during emergency event disposal are realized in multiple modes, the unified scheduling capability is integrated, the cross-department, cross-industry and multi-dimensional unified emergency disposal and command scheduling of safety events are realized, and the defect that the disposal capability needs to be improved urgently in the prior art is overcome.
Furthermore, the treatment device is convenient to adjust in time according to the actual condition in order to adapt to the flexibility during treatment; the event handling unit also comprises an advanced handling module, and the advanced handling module is used for carrying out instant emergency handling on a person receiving notification at the first time; and in the process of advanced treatment, the corresponding level of the emergent public event needs to be changed according to the change of the situation and the degree of harm.
The event handling unit further comprises an enlarged response module, and the enlarged response module is used for increasing emergency resource scheduling and deciding whether to transfer the command relation to a higher-level emergency department by a commander through enlarging a response range when the emergency situation which cannot be controlled is handled in advance.
Further, assistance and analysis for better handling of events; the decision auxiliary unit comprises an event reproduction module and an event branching evaluation module;
the event rendering module is configured to:
managing an event overall process chain according to a time axis form, and reproducing each link in the event handling process; each link comprises links such as information receiving and reporting, emergency response, studying and judging analysis, emergency disposal, command scheduling and the like; all key links in the emergency process can be selectively reproduced according to needs; various related data can be recorded in the emergency process, and the display is performed by adopting the modes of texts, diagrams, audios and videos and the like;
and provides the functions of extraction of the reproduction process, addition of the reproduction process, generation and management of the reproduction report and memorial of events;
the event branching evaluation module is used for combining a hazard source, a point location and early warning to process various external data, generating various derived indexes and providing data support for daily supervision; the derived indexes comprise the online state of a major hazard source, the calculation of repeated alarm rate, the average alarm times of point locations, the average alarm-eliminating duration, the alarm-eliminating disposal timeliness and the like.
The decision auxiliary unit also comprises a geographic information auxiliary module and a comprehensive query module;
the geographic information auxiliary module is used for inquiring and displaying the surrounding environment of the incident, the traffic condition, the dangerous source and the emergency resource deployment condition by combining a GIS map, providing a quick positioning function and realizing the navigation of emergency vehicles;
the comprehensive query module is used for the mobile terminal to synchronize various emergency resource information, protection target information and danger source information of the PC terminal in real time and to screen and look up various information according to preset dimensions; wherein the emergency resource information comprises rescue force, material storage, equipment, experts and the like; the dimensions include levels, types, administrative divisions, and custom spatial extents.
By constructing a digital resource library of urban infrastructure, modeling urban facilities and services, and analyzing and mining urban space-time information, the urban information sharing and intercommunication is realized under a unified framework, the emergency capacity of the urban cross-department, cross-level and cross-region is supported, the comprehensive expression capacity of modern emergency disposal one-stop management is provided for the urban safety centralized management and early warning disposal capacity, the spatial analysis and calculation capacity of urban information mining is realized, and the digitization level of urban management is improved.
Those of ordinary skill in the art will appreciate that the various illustrative components and modules described in connection with the embodiments disclosed herein may be implemented as electronic hardware, computer software, or combinations thereof, and that the components of the various examples have been described above generally in terms of their functionality in order to clearly illustrate the interchangeability of hardware and software. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
In the several embodiments provided in the present application, it should be understood that the disclosed platform may be implemented in other ways. For example, the above-described embodiments are merely illustrative, and for example, the division of the modules is only one logical division, and other divisions may be realized in practice, for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not executed.
While the invention has been described with reference to specific embodiments, it will be understood by those skilled in the art that various changes in form and details may be made therein without departing from the spirit and scope of the invention.
Claims (9)
1. A security event analysis and disposal platform based on an intelligent city is characterized by comprising a command scheduling unit, an event disposal unit and a decision auxiliary unit;
the command scheduling unit is used for carrying out multi-dimensional address book grouping according to different security event types and authorities, carrying out emergency plan association and simultaneously realizing accurate allocation and quick transmission of decision information when handling emergency events in multiple ways;
an event handling unit to:
uniformly summarizing and managing the reported event information, the disaster situation and the automatically accessed alarm information, and judging whether to start an emergency plan or not;
after the starting of the plan is confirmed, event classification and grading are carried out according to the definition and grading of the event in the preset emergency plan, and the corresponding emergency plan is automatically matched in combination with the current event information;
meanwhile, automatically matching address lists of related groups according to the started emergency plan, and informing corresponding implementers of the address lists to carry out emergency handling of events in various ways;
the decision auxiliary unit is used for reproducing each link in the event handling process, generating various derived indexes by combining various external data and providing data support for daily supervision.
2. The smart city-based security event analysis and handling platform according to claim 1, wherein the command scheduling unit comprises an address book module, a voice call module, a voice conference module, a video conference module, a recording module and a mobile terminal access module;
the address book module is used for carrying out address book grouping management according to different types of special groups and level authorities and associating related emergency plans;
the voice calling module is used for completing the communication with various communication terminals through a unified dispatching desk, performing one-key dispatching on various different terminals, providing the functions of one-key group calling, call holding and call transferring, and realizing the unified command dispatching of emergency event handling and the quick transmission of emergency decision information;
the voice conference module is used for realizing that people in the address list perform a group conference, supporting non-address list members to join in a conference place and simultaneously holding a plurality of conferences without mutual interference;
the video conference module is used for providing various multi-party video calls which are created in a user-defined mode, providing various call control, conference reservation and notification, and combining a conference template to directly reserve a conference;
the recording and video module is used for recording and video of calls, voice conferences and video conferences in real time and storing preset time;
the mobile terminal access module is used for accessing various mobile terminals and providing audio/video, images and characters to the command center, and pushing the audio/video, images and characters of the command center to the mobile terminal on site.
3. The smart city-based security event analysis handling platform according to claim 2, wherein the event handling unit comprises:
the event receiving management module is used for carrying out unified summary management on the reported event information, the disaster situation and the automatically accessed alarm information, automatically identifying the alarm information and judging whether to start an emergency plan or not; the judgment is carried out based on monitoring videos near the alarm source and important equipment and major hazard sources and events related to the events;
the event classification and grading module is used for classifying and grading events according to the definition and grading of the events in the preset emergency plan after the start of the plan is confirmed, and automatically matching the corresponding emergency plan by combining the current event information;
the plan starting module is used for providing a matched plan selecting function, starting a response plan according to the event information and providing a function of manual starting and confirmation;
and the information pushing module is used for automatically matching the address book of the related group according to the started emergency plan after the plan is confirmed to be started, and informing the corresponding implementers of the address book to carry out emergency handling of the event in various ways.
4. The smart city-based security event analysis and disposal platform according to claim 3, wherein said event disposal unit further comprises an advanced disposal module, said advanced disposal module is used for immediate emergency disposal of people receiving notification at the first time; and in the process of advanced treatment, the corresponding level of the emergent public event needs to be changed according to the change of the situation and the degree of harm.
5. The smart city-based security event analysis and disposal platform according to claim 4, wherein the event disposal unit further comprises an expansion response module, and the expansion response module is configured to expand a response range, increase emergency resource scheduling, and determine whether to transfer a command relationship to a higher-level emergency department when an uncontrollable emergency situation is handled in advance.
6. The smart city-based security event analysis and handling platform according to claim 5, wherein the decision assistance unit comprises an event reproduction module and an event deconcentration evaluation module;
the event rendering module is configured to:
managing an event overall process chain according to a time axis form, and reproducing each link in an event handling process;
and provides the functions of extracting the reproduction process, adding the reproduction process, generating and managing the reproduction report and memorandum;
the event branching evaluation module is used for combining a danger source, a point location and early warning to process various external data, generating various derived indexes and providing data support for daily supervision.
7. The smart city-based security event analysis and handling platform according to claim 6, wherein the decision assistance unit further comprises a geographic information assistance module and a comprehensive query module;
the geographic information auxiliary module is used for inquiring and displaying the surrounding environment of the incident, the traffic condition, the dangerous source and the emergency resource deployment condition by combining a GIS map, providing a quick positioning function and realizing the navigation of emergency vehicles;
and the comprehensive query module is used for the mobile terminal to synchronize various emergency resource information, protection target information and danger source information of the PC terminal in real time, and to screen and look up various information according to preset dimensions.
8. The smart city-based security event analysis and handling platform according to any one of claims 1 to 7, wherein the city security early warning platform is further configured to perform data capitalization on the reported data, where the data capitalization specifically includes:
data specification;
data cleaning;
a data model to determine relationships between data;
and the data label is used for describing the data entity characteristics.
9. The smart city-based security event analysis and handling platform of claim 8, wherein the city safety precaution platform is further configured to perform analysis on the data after data assets are created, and the analysis includes multidimensional analysis, association analysis, regression analysis and cluster analysis.
Priority Applications (1)
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| CN106327407A (en) * | 2016-09-28 | 2017-01-11 | 北京远通信德科技有限公司 | City's comprehensive emergency platform |
| CN107909238A (en) * | 2017-10-09 | 2018-04-13 | 中国电子科技集团公司第二十八研究所 | A kind of city collaboration processing and interlinked command system and command hall |
| CN110930279A (en) * | 2019-11-11 | 2020-03-27 | 成都汇辙科技有限公司 | Quick emergency dispatching system for smart city |
| CN112308733A (en) * | 2020-10-23 | 2021-02-02 | 四川九门科技股份有限公司 | City intelligent management system and method |
| CN114418816A (en) * | 2022-03-02 | 2022-04-29 | 厦门市政智慧城市科技有限公司 | Municipal affair safety precaution and emergent scheduling platform |
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| CN106327407A (en) * | 2016-09-28 | 2017-01-11 | 北京远通信德科技有限公司 | City's comprehensive emergency platform |
| CN107909238A (en) * | 2017-10-09 | 2018-04-13 | 中国电子科技集团公司第二十八研究所 | A kind of city collaboration processing and interlinked command system and command hall |
| CN110930279A (en) * | 2019-11-11 | 2020-03-27 | 成都汇辙科技有限公司 | Quick emergency dispatching system for smart city |
| CN112308733A (en) * | 2020-10-23 | 2021-02-02 | 四川九门科技股份有限公司 | City intelligent management system and method |
| CN114418816A (en) * | 2022-03-02 | 2022-04-29 | 厦门市政智慧城市科技有限公司 | Municipal affair safety precaution and emergent scheduling platform |
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