CN111652577A - Smart city management system and method based on big data - Google Patents
Smart city management system and method based on big data Download PDFInfo
- Publication number
- CN111652577A CN111652577A CN202010449845.4A CN202010449845A CN111652577A CN 111652577 A CN111652577 A CN 111652577A CN 202010449845 A CN202010449845 A CN 202010449845A CN 111652577 A CN111652577 A CN 111652577A
- Authority
- CN
- China
- Prior art keywords
- management
- big data
- data
- urban
- city
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims description 14
- 230000007246 mechanism Effects 0.000 claims abstract description 51
- 238000004458 analytical method Methods 0.000 claims abstract description 26
- 238000007689 inspection Methods 0.000 claims description 18
- 238000004891 communication Methods 0.000 claims description 9
- 230000003993 interaction Effects 0.000 claims description 9
- 238000007726 management method Methods 0.000 abstract description 91
- 230000006870 function Effects 0.000 description 19
- 238000010586 diagram Methods 0.000 description 6
- 238000005516 engineering process Methods 0.000 description 3
- 230000002776 aggregation Effects 0.000 description 2
- 238000004220 aggregation Methods 0.000 description 2
- 238000003912 environmental pollution Methods 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 235000021152 breakfast Nutrition 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 230000001815 facial effect Effects 0.000 description 1
- 235000021022 fresh fruits Nutrition 0.000 description 1
- 230000004927 fusion Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 230000008447 perception Effects 0.000 description 1
- 238000003825 pressing Methods 0.000 description 1
- 230000000750 progressive effect Effects 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 235000011888 snacks Nutrition 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Strategic Management (AREA)
- Human Resources & Organizations (AREA)
- Tourism & Hospitality (AREA)
- Economics (AREA)
- Theoretical Computer Science (AREA)
- Entrepreneurship & Innovation (AREA)
- Marketing (AREA)
- General Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- Physics & Mathematics (AREA)
- Educational Administration (AREA)
- Primary Health Care (AREA)
- Development Economics (AREA)
- General Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- Health & Medical Sciences (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Alarm Systems (AREA)
Abstract
The invention discloses a smart city management system and a smart city management method based on big data, wherein the smart city management system based on big data comprises a big data acquisition mechanism, a central analysis host, a plurality of functional mechanisms and a plurality of instruction terminals; the big data acquisition mechanism is used for acquiring resident outdoor track data and urban geographic information data; the central analysis host is used for generating a function execution scheme and a personnel scheduling scheme according to the resident outdoor track data and the urban geographic information data; the function mechanism is used for executing the function execution scheme; the instruction terminals correspond to urban management personnel one to one, and the instruction terminals are used for receiving the personnel scheduling scheme. According to the invention, the resident gathering place is obtained through big data, and the targeted management is carried out based on the resident gathering place, so that the efficiency is higher.
Description
Technical Field
The invention relates to the field of intelligent city management, in particular to a smart city management system and method based on big data.
Background
The smart city management is an important component of the smart city, and is a new city management mode which takes a new generation of information technology as support and is innovative 2.0 in knowledge society. The smart city management is a new generation of information technology and a city management innovation under the knowledge social innovation 2.0 environment, and forms user innovation, open innovation, mass innovation and collaborative innovation which take citizens as the center and urban society as the stage by taking the new generation of information technology represented by Internet of things and cloud computing as the support, through comprehensive and thorough perception, broadband ubiquitous interconnection and intelligent fusion application, so that the people-oriented value is improved to a new height, the public value modeling and unique value creation of multiparty collaboration of urban managers, markets and society are realized, and the city management is changed from a production paradigm to a service paradigm.
In the traditional city management, the management is mainly performed by depending on manpower, the efficiency is low, the conflict is easily caused, and many management measures are lack of sufficient data support, so that some original good management results cannot be welcomed by the masses.
Disclosure of Invention
In order to solve the defects in the prior art, the invention provides the smart city management system and method based on the big data, the resident gathering place is obtained through the big data, the targeted management is carried out based on the resident gathering place, and the efficiency is higher.
In order to achieve the purpose, the invention adopts the specific scheme that:
a smart city management system based on big data comprises a big data acquisition mechanism, a central analysis host, a plurality of functional mechanisms and a plurality of instruction terminals; the big data acquisition mechanism is used for acquiring resident outdoor track data and urban geographic information data; the central analysis host is used for generating a function execution scheme and a personnel scheduling scheme according to the resident outdoor track data and the urban geographic information data; the function mechanism is used for executing the function execution scheme; the instruction terminals correspond to urban management personnel one to one, and the instruction terminals are used for receiving the personnel scheduling scheme.
Preferably, the big data acquisition mechanism comprises a plurality of cameras and a plurality of sound pick-up devices, the cameras and the sound pick-up devices are used for acquiring outdoor track data of residents, one camera and one sound pick-up device are combined into one acquisition unit, and the acquisition unit is arranged at a road intersection or a residential living area.
Preferably, the big data acquisition mechanism further comprises a 2D-3D GIS subsystem, and the 2D-3D GIS subsystem is configured to acquire the city geographic information data.
Preferably, the functional mechanism comprises an environment management sub-mechanism, the environment management sub-mechanism comprises a plurality of environment management units, the environment management units comprise environment cameras and identity recognition devices, and the environment management units are arranged at a centralized operation point of mobile vendors.
Preferably, the functional mechanism comprises an event management sub-mechanism, the event management sub-mechanism comprises an interaction server, the interaction server is in communication connection with the central analysis host, and the interaction server is used for receiving event information uploaded by residents and sending the event information to the central analysis host.
Preferably, the functional mechanism comprises a facility management sub-mechanism, the facility management sub-mechanism comprises a plurality of inspection vehicles, the inspection vehicles are used for inspecting urban facilities, and the inspection vehicles are in communication connection with the central analysis host.
Preferably, the functional mechanism includes a safety management sub-mechanism, the safety management sub-mechanism includes a plurality of emergency report terminals, the emergency report terminals are disposed at the crowded places, and the emergency report terminals are in communication connection with the central analysis host.
The invention also provides a method for the intelligent city management system based on the big data, which comprises the following steps:
s1, the big data acquisition mechanism periodically acquires the resident outdoor track data and the urban geographic information data, and uploads the resident outdoor track data and the urban geographic information data to the central analysis host;
s2, the central analysis host generates the function execution scheme and the personnel scheduling scheme according to the resident outdoor track data and the urban geographic information data, and sends the function execution scheme to the function mechanism and the personnel scheduling scheme to the instruction terminal;
and S3, the function mechanism executes the function execution scheme, and the urban management personnel move according to the personnel scheduling scheme.
Preferably, in step S2, the function execution scheme includes a setting position of the environment management unit, user information matched with the environment management unit, a routing inspection route of the inspection vehicle, a routing inspection time of the inspection vehicle, and a setting position of the emergency report terminal.
Preferably, in step S2, the people scheduling plan includes an environment management sub-plan for directing the movement of the city manager to the environment management unit, an event management sub-plan for directing the movement of the city manager to the event information venue, a facility management sub-plan for directing the movement of the city manager to the city facility, and a security management sub-plan for directing the movement of the city manager to the emergency venue.
The method and the system obtain the residential aggregation places based on the big data, further quickly execute the management scheme according to the residential aggregation places by utilizing the functional mechanisms, have stronger pertinence and higher efficiency, and can effectively improve the satisfaction degree of residents.
Drawings
In order to more clearly illustrate the embodiments of the present invention 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 invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a block diagram of the overall configuration of the management system.
Fig. 2 is a block diagram of the structure of the big data acquisition mechanism.
FIG. 3 is a block diagram of the architecture of the environment management sub-mechanism.
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 only a part of the embodiments of the present invention, and not all of the embodiments. 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.
Referring to fig. 1 to 3, fig. 1 is a block diagram of the overall structure of the management system, fig. 2 is a block diagram of the big data acquisition mechanism, and fig. 3 is a block diagram of the environment management sub-mechanism.
The utility model provides a wisdom city management system based on big data, includes big data acquisition mechanism, central analysis host computer, a plurality of functional mechanism and a plurality of instruction terminal.
The big data acquisition mechanism is used for acquiring the outdoor track data of residents and the urban geographic information data. The outdoor track data of the residents are used for representing the movement tracks of the residents and mainly used for analyzing the gathering conditions of the residents, so that a reasonable management scheme can be conveniently formulated according to the gathering conditions, and the outdoor track data of the residents do not carry out identity recognition and only record the gathering and dispersing conditions of the residents in a digital form for avoiding invading individual privacy. The urban geographic information data is used for being combined with outdoor track data of residents to obtain a residential gathering place, and the residential gathering place is mainly a cell, a shopping mall, an office building or other public places under normal conditions. In practical situations, the outdoor resident trajectory data has a certain rule, and the change of the urban geographic information is slow, so that the outdoor resident trajectory data and the urban geographic information data can be periodically acquired, and the data volume and the data processing load are reduced.
The central analysis host is used for generating a function execution scheme and a personnel scheduling scheme according to the resident outdoor track data and the urban geographic information data. Because the final purpose of city management is to facilitate residents, in the embodiment, the resident gathering place is obtained by utilizing the outdoor track data and the urban geographic information data of the residents, and then a corresponding function execution scheme and a personnel scheduling scheme are formulated for the resident gathering place, so that the efficiency of city management is effectively improved.
The functional mechanism is used for executing the function execution scheme. City management covers many aspects of content, and the management process of different aspects is different, therefore this embodiment has set up a plurality of functional mechanism, and every functional mechanism carries out the management scheme of an aspect to promote the management efficiency.
The instruction terminals correspond to urban management personnel one to one, and the instruction terminals are used for receiving personnel scheduling schemes. The final work of city management still needs urban management personnel to guarantee, therefore this embodiment ensures through instruction terminal that the management scheme can send urban management personnel in real time, ensures that urban management personnel can carry out the management scheme high-efficiently, and specifically speaking, instruction terminal can set up to the smart mobile phone.
The embodiment acquires the resident gathering place based on the big data, and then utilizes the functional mechanism to quickly execute the management scheme according to the resident gathering place, so that the pertinence is stronger, the efficiency is higher, and the satisfaction degree of residents can be effectively improved.
In this embodiment, big data acquisition mechanism includes a plurality of cameras and a plurality of adapter, and camera and adapter are used for acquireing the outdoor orbit data of resident, and a camera and an adapter combination become an acquisition unit, and acquisition unit sets up at intersection or resident living area. The camera is used for obtaining the image of an area, analyzes the image and can obtain the quantity of residents in the area, can obtain the moving direction of residents according to the image of different areas, and then obtains the outdoor track of residents, and the pickup can assist the camera, judges the quantity of residents by means of sound size, also can obtain the noise condition of resident gathering places, thereby conveniently carrying out noise management.
In this embodiment, the big data acquisition mechanism further includes a 2D-3D GIS subsystem, and the 2D-3D GIS subsystem is used for acquiring city geographic information data. The 2D-3D GIS subsystem can be used for generating 2D urban geographic information and 3D urban geographic information, the accuracy of urban geographic information data can be improved, and the accuracy of resident gathering place judgment is improved.
In this embodiment, the functional mechanism includes an environment management sub-mechanism, the environment management sub-mechanism includes a plurality of environment management units, the environment management units include an environment camera and an identity recognition device, and the environment management units are disposed at a centralized operation point of mobile vendors. The mobile vendor is one of the difficulties in city management, and the common mobile vendor mainly sells breakfast, snacks, fresh fruits and the like, which easily cause environmental pollution on the one hand, and also can greatly improve the convenience of residents in living on the other hand, so that the environment management sub-mechanism is specially arranged in the embodiment to manage the mobile vendor, so as to balance the environment improvement and the convenience of residents. Specifically, after the residents gathering place is acquired, a permitted operation area may be established near the residents gathering place, the liquidity pedlars approved by a docket may be allowed to operate legally in the permitted operation area, and then an environment management sub-mechanism may be provided in the permitted operation area, wherein the camera is used for monitoring the environment condition in the permitted operation area, and the identity recognition mechanism is used for recognizing the identity of the liquidity pedlars, thereby facilitating the environmental pollution condition to be settled to people for subsequent management. The identity recognition device can be set as a two-dimensional code, and identity recognition is completed by mobile vendors through mobile phone scanning and then through facial recognition.
In this embodiment, the functional mechanism includes an event management sub-mechanism, and the event management sub-mechanism includes an interaction server, and the interaction server is in communication connection with the central analysis host, and is used for receiving event information uploaded by residents and sending the event information to the central analysis host. The event management sub-mechanism is used for processing various emergencies, residents can quickly send event information to the interaction server through the mobile phone when the events occur, and then the emergencies can be processed in a quick response mode.
In this embodiment, the functional mechanism includes a facility management sub-mechanism, and the facility management sub-mechanism includes a plurality of patrol cars, and patrol cars are used for patrolling and examining city facilities, and patrol cars and central analysis host computer communication connection. The facility management sub-mechanism is used for supervising municipal facilities, and can find the fault condition of the municipal facilities quickly by patrolling and examining the municipal facilities through the patrol and examine vehicle so as to solve the problem quickly and avoid causing inconvenience in life of residents.
In this embodiment, the function mechanism includes a safety management sub-mechanism, the safety management sub-mechanism includes a plurality of emergency report terminals, the emergency report terminals are disposed at the crowded places, and the emergency report terminals are in communication connection with the central analysis host. The emergency reporting terminal can be provided with a plurality of buttons, each button corresponds to one type of emergency, and the resident can report the emergency only by pressing the button when the emergency occurs, so that the emergency can be rapidly processed.
In summary, the functional mechanism of the present embodiment covers various contents that may be involved in the city management process, and can handle more events compared with the conventional city management, and accordingly, the city management staff in the present embodiment also includes staff in the fields of public security, fire protection, medical treatment, and the like.
A method for smart city management system based on big data includes steps S1 to S3.
S1, the big data acquisition mechanism periodically acquires the outdoor track data and the urban geographic information data of the residents, and uploads the outdoor track data and the urban geographic information data of the residents to the central analysis host.
And S2, the central analysis host generates a function execution scheme and a personnel scheduling scheme according to the resident outdoor track data and the urban geographic information data, and sends the function execution scheme to the function mechanism and the personnel scheduling scheme to the instruction terminal.
And S3, executing a function execution scheme by the function mechanism, and moving the urban management personnel according to the personnel scheduling scheme.
In this embodiment, in step S2, the function execution scheme includes a setting position of the environment management unit, user information matched with the environment management unit, a routing inspection route of the inspection vehicle, a routing inspection time of the inspection vehicle, and a setting position of the emergency report terminal.
In this embodiment, the person scheduling plan includes an environment management sub-plan for directing the movement of the city manager to the environment management unit, an event management sub-plan for directing the movement of the city manager to the event information venue, a facility management sub-plan for directing the movement of the city manager to the city facility, and a security management sub-plan for directing the movement of the city manager to the emergency venue in step S2.
The embodiments in the present description are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims (10)
1. The utility model provides a wisdom city management system based on big data which characterized in that: the system comprises a big data acquisition mechanism, a central analysis host, a plurality of functional mechanisms and a plurality of instruction terminals;
the big data acquisition mechanism is used for acquiring resident outdoor track data and urban geographic information data;
the central analysis host is used for generating a function execution scheme and a personnel scheduling scheme according to the resident outdoor track data and the urban geographic information data;
the function mechanism is used for executing the function execution scheme;
the instruction terminals correspond to urban management personnel one to one, and the instruction terminals are used for receiving the personnel scheduling scheme.
2. The smart city management system based on big data as claimed in claim 1, wherein: big data acquisition mechanism includes a plurality of cameras and a plurality of adapter, the camera with the adapter is used for acquireing the outdoor orbit data of resident, one the camera and one the adapter combination becomes an acquisition unit, the acquisition unit sets up at intersection or residential quarter.
3. The smart city management system based on big data as claimed in claim 2, wherein: the big data acquisition mechanism further comprises a 2D-3D GIS subsystem, and the 2D-3D GIS subsystem is used for acquiring the urban geographic information data.
4. The smart city management system based on big data as claimed in claim 3, wherein: the functional mechanism comprises an environment management sub-mechanism, the environment management sub-mechanism comprises a plurality of environment management units, the environment management units comprise environment cameras and identity recognition devices, and the environment management units are arranged at a centralized management point of mobile vendor.
5. The smart city management system based on big data as claimed in claim 4, wherein: the functional mechanism comprises an event management sub-mechanism which comprises an interaction server, the interaction server is in communication connection with the central analysis host, and the interaction server is used for receiving event information uploaded by residents and sending the event information to the central analysis host.
6. The smart city management system based on big data as claimed in claim 5, wherein: the functional mechanism comprises a facility management sub-mechanism, the facility management sub-mechanism comprises a plurality of inspection vehicles, the inspection vehicles are used for inspecting urban facilities, and the inspection vehicles are in communication connection with the central analysis host.
7. The smart city management system based on big data as claimed in claim 6, wherein: the functional mechanism comprises a safety management sub-mechanism, the safety management sub-mechanism comprises a plurality of emergency reporting terminals, the emergency reporting terminals are arranged in the places with dense personnel, and the emergency reporting terminals are in communication connection with the central analysis host.
8. The method of claim 7, wherein the method comprises: the method comprises the following steps:
s1, the big data acquisition mechanism periodically acquires the resident outdoor track data and the urban geographic information data, and uploads the resident outdoor track data and the urban geographic information data to the central analysis host;
s2, the central analysis host generates the function execution scheme and the personnel scheduling scheme according to the resident outdoor track data and the urban geographic information data, and sends the function execution scheme to the function mechanism and the personnel scheduling scheme to the instruction terminal;
and S3, the function mechanism executes the function execution scheme, and the urban management personnel move according to the personnel scheduling scheme.
9. The method of claim 8, wherein: in step S2, the function execution plan includes the setting position of the environment management unit, the user information matched with the environment management unit, the routing inspection route of the inspection vehicle, the routing inspection time of the inspection vehicle, and the setting position of the emergency report terminal.
10. The method of claim 8, wherein: in step S2, the person scheduling plan includes an environment management sub-plan for directing the movement of the city manager to the environment management unit, an event management sub-plan for directing the movement of the city manager to the event information venue, a facility management sub-plan for directing the movement of the city manager to the city facility, and a security management sub-plan for directing the movement of the city manager to the emergency venue.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010449845.4A CN111652577A (en) | 2020-05-25 | 2020-05-25 | Smart city management system and method based on big data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010449845.4A CN111652577A (en) | 2020-05-25 | 2020-05-25 | Smart city management system and method based on big data |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN111652577A true CN111652577A (en) | 2020-09-11 |
Family
ID=72344620
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010449845.4A Pending CN111652577A (en) | 2020-05-25 | 2020-05-25 | Smart city management system and method based on big data |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN111652577A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112529466A (en) * | 2020-12-25 | 2021-03-19 | 深圳市维度数据科技股份有限公司 | Smart city management method and system based on big data |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106886970A (en) * | 2017-03-20 | 2017-06-23 | 深圳市多度科技有限公司 | A kind of floating population's management system and its application method with warning function |
| WO2018028070A1 (en) * | 2016-08-10 | 2018-02-15 | 成都秦川科技发展有限公司 | Smart city system structure |
| CN109446360A (en) * | 2018-09-27 | 2019-03-08 | 福建省南安市大大电子有限公司 | A kind of application method of the intelligent things management system based on smart city |
| CN110443312A (en) * | 2019-08-07 | 2019-11-12 | 恒锋信息科技股份有限公司 | A kind of municipal administration's method and system based on human body attitude |
-
2020
- 2020-05-25 CN CN202010449845.4A patent/CN111652577A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2018028070A1 (en) * | 2016-08-10 | 2018-02-15 | 成都秦川科技发展有限公司 | Smart city system structure |
| CN106886970A (en) * | 2017-03-20 | 2017-06-23 | 深圳市多度科技有限公司 | A kind of floating population's management system and its application method with warning function |
| CN109446360A (en) * | 2018-09-27 | 2019-03-08 | 福建省南安市大大电子有限公司 | A kind of application method of the intelligent things management system based on smart city |
| CN110443312A (en) * | 2019-08-07 | 2019-11-12 | 恒锋信息科技股份有限公司 | A kind of municipal administration's method and system based on human body attitude |
Non-Patent Citations (2)
| Title |
|---|
| 周世咏: "数字城管的系统架构以及4+1体系的应用", 《现代城市》 * |
| 骆园: "智慧襄阳体系构建与实现策略研究", 《云南地理环境研究》 * |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112529466A (en) * | 2020-12-25 | 2021-03-19 | 深圳市维度数据科技股份有限公司 | Smart city management method and system based on big data |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107053208B (en) | A kind of method of active dialog interaction robot system and the system active interlocution | |
| CN111092938A (en) | Smart city management system based on cloud platform | |
| CN106584450B (en) | A kind of Intelligent Mobile Robot centralized monitoring system and method | |
| WO2017117879A1 (en) | Personal identification processing method, apparatus and system | |
| Oransirikul et al. | Measuring bus passenger load by monitoring Wi-Fi transmissions from mobile devices | |
| CN107067159A (en) | Smart city management and dispatching plateform system | |
| CN111105330A (en) | Intelligent community management system based on one-stop management platform | |
| CN207764839U (en) | A kind of smart city system based on community post house | |
| CN110648422A (en) | Standardized inspection method, system and platform | |
| CN106372791A (en) | Urban environment total management system and realization method thereof | |
| US9930494B2 (en) | Leveraging location data from mobile devices for user classification | |
| CN110503406A (en) | Face electric distribution box inspection method for managing and monitoring and system | |
| CN111402471A (en) | Personnel processing mode determining method and device and data processing platform | |
| CN114970899A (en) | Intelligent park operation and maintenance system, method, medium and electronic equipment | |
| CN108629037A (en) | A kind of smart city service platform and its management method | |
| CN112008736A (en) | Welcome robot allocation method and device, storage medium and electronic device | |
| CN112185121A (en) | Traffic accurate law enforcement method and equipment based on 5G | |
| CN112070212A (en) | Artificial intelligence CNN, LSTM neural network dynamic identification system | |
| CN113257433A (en) | System and method for quickly identifying close contacts based on data mining technology | |
| CN111652577A (en) | Smart city management system and method based on big data | |
| CN111914780A (en) | Wisdom street management platform | |
| CN112529466A (en) | Smart city management method and system based on big data | |
| Petkovics et al. | Crowdsensing solutions in smart cities: Introducing a horizontal architecture | |
| CN113470349A (en) | Urban garbage collection and transportation vehicle management system | |
| CN112949371A (en) | Emergency video big data fusion platform |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20200911 |
|
| RJ01 | Rejection of invention patent application after publication |