CN110458536A - A kind of urban and rural planning area Development Assessment management information system - Google Patents
A kind of urban and rural planning area Development Assessment management information system Download PDFInfo
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Abstract
The invention discloses a kind of urban and rural planning area Development Assessment management information systems, solve conventional model and evaluation method that the existing management system to resident's development prospect, development impact evaluation does not have feedback mechanism and adaptive ability, and operating process and method are sufficiently complex, the lower problem of universality.System in the present invention includes the index screening subsystem of acquisition achievement data after acquiring data and constructing the data administration subsystem of index system after pre-processing to data, pretreated data are successively classified and reprocessed according to index system, is trained and the Development Assessment subsystem evaluated and the Development Assessment management information system that data administration subsystem, index screening subsystem and Development Assessment subsystem are manipulated and managed to achievement data.This system specification resident's Development Assessment system simplifies data collection and processing method, establishes the Development Assessment management information system of innovation.
Description
Technical field
The present invention relates to a kind of urban and rural planning area Development Assessment management information systems, especially include data processing, index
Building, the evaluation method and management information system for assessing evaluation, integrated management function.
Background technique
Urban and rural planning is indispensable part during urbanization process, to pushing urbanization process to play positive work
With, but urban and rural planning, urban construction, industrial pattern etc. can all cause different influences to resident, different programmes is
Planning region resident production, life, the whole progress of ecology can be pushed, is promoted economic development;The means of production may also be caused to lose,
The adverse effects such as life style mutation, the deterioration of the ecological environment.Therefore, dynamic monitoring is carried out to urban and rural planning area resident, to resident
Development carries out overall merit, has positive effect for dynamic adjustment and the optimization of urban and rural planning scheme, is conducive to town and country
Planning region it is more preferable, faster develop.
At this stage, relatively fewer for the management system of resident's development prospect, development impact evaluation, though there is correlation quantitatively to comment
Valence research, but conventional model unidirectionally spending, without feedback mechanism and adaptive ability and evaluation method are focused primarily upon,
The main application of existing management information system still rests on the evaluation and comparison of Urban-rural Development early period, mid-term, to Later development
The evaluation of the situation state weak still in compared with system administration, while operating process and method are sufficiently complex, universality compared with
It is low.
Summary of the invention
The technical problems to be solved by the present invention are: the existing management system to resident's development prospect, development impact evaluation
Conventional model and evaluation method without feedback mechanism and adaptive ability, existing management information system is to Later development situation
The evaluation state weak still in compared with system administration, while operating process and method are sufficiently complex, and universality is lower;This
Invention provides a kind of urban and rural planning area Development Assessment management information system to solve the above problems.
The present invention is achieved through the following technical solutions:
A kind of urban and rural planning area Development Assessment management information system, the overall architecture of the system are Browser/server
Structure, the system comprises:
Data administration subsystem, the data administration subsystem is for acquiring data and constructing after pre-processing to data
Index system;
Index sieves subsystem, and the index screening subsystem successively carries out pretreated data according to index system
Achievement data is obtained after classification and reprocessing;
Development Assessment subsystem, the Development Assessment subsystem is for being trained and evaluating to achievement data;
Development Assessment management information system, the Development Assessment management information system are used for data administration subsystem, refer to
Mark screening subsystem and Development Assessment subsystem are manipulated and are managed.
By long-term practice and research, inventors have found that being commented in the prior art for resident's development prospect, development impact
The management system of valence is relatively fewer, though there is related quantitative assessment to study, focus primarily upon it is unidirectionally spending, do not have feedback machine
The conventional model and evaluation method of system and adaptive ability, the main application of existing management information system still rest on town and country hair
Open up early period, mid-term evaluation and comparison, the state weak still in compared with system administration to the evaluation of Later development situation, together
When operating process and method it is sufficiently complex, universality is lower.The application provides a kind of urban and rural planning area Development Assessment management information
System uses Browser/server structure for the overall architecture of system, and system includes: acquisition data and located in advance to data
After reason construct index system data administration subsystem, according to index system to pretreated data successively carry out classification with again
After processing obtain achievement data index screening subsystem, to achievement data be trained with evaluate Development Assessment subsystem,
And to the Development Assessment pipe that data administration subsystem, index screening subsystem and Development Assessment subsystem are manipulated and managed
Manage information system.This system specification resident Development Assessment system simplifies data collection and processing method, establishes the hair of innovation
Evaluate by exhibit valence management information system.
Further, the data of the data administration subsystem acquisition include resident's original comprehensive development water in urban and rural planning area
Flat base data, the expected integrated countermeasures system data of urban and rural planning and the complete rear each stage development level prison of local resident of town and country construction
Control data;The data administration subsystem further includes carrying out pretreated multiple management modules, respectively base to the data of acquisition
Bottom data management module, monitoring data management module, process data management module, performance data management module.
Further, the index screening subsystem includes comprehensive according to resident original of the index system to data administration subsystem
Close development level base data, the expected integrated countermeasures system data of urban and rural planning and the complete rear each stage hair of local resident of town and country construction
The horizontal monitoring data of exhibition is sieved and is reprocessed, and data are finally divided into social indicator, economic indicator, environmental index three
Class standard data set.
Further, the system is by discrete gray prediction evaluation model, with the discrete ash with reflexive infeed mechanism
Whether color prediction algorithm reaches previous level to resident's development after the completion of urban construction, whether reaches the expected level of planning
It is predicted and is evaluated, structure includes model training data 1, model training data 2, calculation using models group data three parts;Its
In, model training data 1 are resident's original integrated countermeasures system base data, and model training data 2 are the expected synthesis of urban and rural planning
Development level data;Calculation using models group data are the horizontal monitoring data of each stage development of local resident after town and country construction is complete, are used for
Comparison model training data 1, model training data 2 carry out measuring and calculating assessment.
Further, the system creates database using MySQL, develops foreground application with JavaScript, PHP, adjusts
Model training and measuring and calculating are carried out with the discrete Grey Prediction Algorithm of matlab, and extends mobile terminal app and is received to improve net end data
Collection is transmitted with result, greatly growth data transmission environment.
The present invention has the advantage that and the utility model has the advantages that the present invention has the advantage that including having standardized resident's Development Assessment
System simplifies data collection and processing method, establishes the Development Assessment management information system of innovation.In addition, ERVMIS is being grasped
On work by substantially reduce data collection, data prediction, model foundation, model solution, interpretation of result difficulty, enhance man-machine friendship
Mutually, the system administration for realizing urban and rural planning area Development Assessment for optimization urban and rural planning scheme, promotes Urban-rural Development, promotion city
City's process has positive effect.
Detailed description of the invention
Attached drawing described herein is used to provide to further understand the embodiment of the present invention, constitutes one of the application
Point, do not constitute the restriction to the embodiment of the present invention.In the accompanying drawings:
Fig. 1 is present system structural schematic diagram;
Fig. 2 is present system functional schematic;
Fig. 3 is ERVMIS interface schematic diagram;
Fig. 4 is data inputting interface schematic diagram;
Fig. 5 is evaluation result output interface schematic diagram.
Specific embodiment
It is relatively fewer for the management system of resident's development prospect, development impact evaluation in the prior art, though there is correlation fixed
Evaluation study is measured, but focuses primarily upon conventional model unidirectionally spending, without feedback mechanism and adaptive ability and evaluation
Method, the main application of existing management information system still rests on the evaluation and comparison of Urban-rural Development early period, mid-term, to the later period
The evaluation of the state of development state weak still in compared with system administration, while operating process and method are sufficiently complex, it is pervasive
Property is lower.The application provides a kind of urban and rural planning area Development Assessment management information system.
To make the objectives, technical solutions, and advantages of the present invention clearer, below with reference to embodiment and attached drawing, to this
Invention is described in further detail, and exemplary embodiment of the invention and its explanation for explaining only the invention, are not made
For limitation of the invention.
In the following description, a large amount of specific details are elaborated in order to provide a thorough understanding of the present invention.However, for this
Field those of ordinary skill it is evident that: the present invention need not be carried out using these specific details.In other instances, it is
The present invention that avoids confusion, does not specifically describe well known structure, circuit, material or method.
Throughout the specification, meaning is referred to " one embodiment ", " embodiment ", " example " or " example "
: a particular feature, structure, or characteristic described in conjunction with this embodiment or example is comprised at least one embodiment of the invention.
Therefore, the phrase " one embodiment " in each place appearance of the whole instruction, " embodiment ", " example " or " example "
It is not necessarily all referring to the same embodiment or example.Furthermore, it is possible in any suitable combination and or sub-portfolio by specific feature,
Structure or characteristic combines in one or more embodiment or examples.In addition, it should be understood by one skilled in the art that herein
The diagram of offer is provided to the purpose of explanation, and diagram is not necessarily drawn to scale.Term used herein " and/
Or " include the project that one or more correlations are listed any and all combinations.
In the description of the present invention, it is to be understood that, term "front", "rear", "left", "right", "upper", "lower", " perpendicular
Directly ", the orientation or positional relationship of the instructions such as "horizontal", "high", " low " "inner", "outside" is orientation based on the figure or position
Relationship is merely for convenience of description of the present invention and simplification of the description, rather than the device or element of indication or suggestion meaning must have
There is specific orientation, be constructed and operated in a specific orientation, therefore should not be understood as limiting the scope of the invention.
Embodiment
As shown in Figure 1, a kind of urban and rural planning area Development Assessment management information system, the overall architecture of the system are
Browser/server structure, the system comprises:
Data administration subsystem, the data administration subsystem is for acquiring data and constructing after pre-processing to data
Index system;
Index sieves subsystem, and the index screening subsystem successively carries out pretreated data according to index system
Achievement data is obtained after classification and reprocessing;
Development Assessment subsystem, the Development Assessment subsystem is for being trained and evaluating to achievement data;
Development Assessment management information system, the Development Assessment management information system are used for data administration subsystem, refer to
Mark screening subsystem and Development Assessment subsystem are manipulated and are managed.
By long-term practice and research, inventors have found that being commented in the prior art for resident's development prospect, development impact
The management system of valence is relatively fewer, though there is related quantitative assessment to study, focus primarily upon it is unidirectionally spending, do not have feedback machine
The conventional model and evaluation method of system and adaptive ability, the main application of existing management information system still rest on town and country hair
Open up early period, mid-term evaluation and comparison, the state weak still in compared with system administration to the evaluation of Later development situation, together
When operating process and method it is sufficiently complex, universality is lower.The application provides a kind of urban and rural planning area Development Assessment management information
System uses Browser/server structure for the overall architecture of system, and system includes acquisition data and located in advance to data
After reason construct index system data administration subsystem, according to index system to pretreated data successively carry out classification with again
After processing obtain achievement data index screening subsystem, to achievement data be trained with evaluate Development Assessment subsystem,
And to the Development Assessment pipe that data administration subsystem, index screening subsystem and Development Assessment subsystem are manipulated and managed
Manage information system.Wherein, the data of data administration subsystem acquisition include resident's original integrated countermeasures system base in urban and rural planning area
Truth of a matter evidence, the expected integrated countermeasures system data of urban and rural planning and the complete rear each stage development level of local resident of town and country construction monitor number
According to;The data administration subsystem further includes carrying out pretreated multiple management modules, respectively substrate number to the data of acquisition
According to management module, monitoring data management module, process data management module, performance data management module.Data administration subsystem
Main management resident under former living environment base data data, the anticipatory data of resident's development is provided in urban and rural planning scheme
The comprehensive development condition monitoring data information and Process Character data, performance data etc. of local resident after the completion of material, urban construction
Several parts;Index screening subsystem includes: resident's original integrated countermeasures system according to index system to data administration subsystem
Base data, the expected integrated countermeasures system data of urban and rural planning and the complete rear each stage development level monitoring of local resident of town and country construction
Data are sieved and are reprocessed, and data are finally divided into social indicator, economic indicator, environmental index three classes normalized number
According to collection.Index screening subsystem is mainly used for determining the data system of Development Assessment model, to the data of data management module into
Row screening, classification, and standardization, provide data basis for evaluation model;Development evaluation module is the master of the system
Body portion, for making overall merit to resident's development, evaluation town and country construction completes whether resident's development has reached original
There is level, and whether reaches the expected horizontal of urban and rural planning scheme.
As shown in Figure 1, data administration subsystem provides base data and monitoring data, index sieve to index screening subsystem
Molecular system is sieved and is pre-processed to indices in system, and is classified to data, for Development Assessment subsystem
It is respectively trained, Development Assessment subsystem uses discrete gray prediction evaluation model, with the discrete grey with reflexive infeed mechanism
Prediction algorithm to resident's development after the completion of urban construction whether reach previous level, whether reach planning it is expected horizontal into
Row prediction and evaluation, structure includes model training data 1, model training data 2, calculation using models group data three parts;Wherein,
Model training data 1 are resident's original integrated countermeasures system base data, and model training data 2 are the expected comprehensive development of urban and rural planning
Horizontal data;Calculation using models group data are the horizontal monitoring data of each stage development of local resident after town and country construction is complete, for compareing
Model training data 1, model training data 2 carry out measuring and calculating assessment.By discrete Grey Prediction Algorithm to screened and handle
Urban and rural planning area resident original integrated countermeasures system base data well, the expected integrated countermeasures system of urban and rural planning area resident assess number
According to being trained respectively, can be obtained model training data 1,2 two groups of model training data there is weight and Threshold-training mould
Type, and each stage integrated countermeasures system monitoring data of resident after the completion of town and country construction are calculated with it, it obtains to town and country and builds
If completing whether resident's development has reached original life, production, Ecological level, and whether reach the pre- of urban and rural planning scheme
Phase resident living, production, Ecological level.To carry out dynamic adjustment to programme at this stage, next step development plan is made
Guidance pushes town and country overall development, ensures that resident can reach former living condition and reach Urban-rural Development as early as possible and is expected.
The present invention realizes that the main purpose of resident's Development Assessment and management is that simplified appraisement system realizes process with MIS,
As shown in Fig. 2, ERVMIS includes data acquisition, training, test, the several parts of result output.As shown in figure 3, data management is sub
The data acquisition of system realizes that data inputting circle as shown in Figure 4 will be occurred by clicking " typing " button by data inputting module
Face passes through items selection and the achievable basic data typing of data inputting;Data training passes through model training and evaluation with test
Module is realized, carries out carrying out data screening and model preprocessing as shown in figure 3, clicking " training " button, " training " system will
By grey discrete predictive model respectively to model training data 1, model training data 2 carry out data training, obtain two groups with
The development prediction curve of time dynamic, i.e., in the case of original state under the development prediction curve and urban and rural planning background of resident
The development prediction curve of resident;Clicking " test " will realize that respectively practical development level and the comparison of two groups of training datas are commented
The development and urban and rural planning background of valence, i.e. comparison resident's practical development situation resident in each timing node and original state
The relative different of the development of lower resident.
Test result consists of two parts, and a part is macroscopic evaluation as shown in Figure 5 as a result, another part is pair
The output of matlab Grey Prediction Algorithm calculated result can realize that output result includes result by click " output " button
Matrix and checking parameter, be on the one hand to resident develop various aspects situation be described, so as to evaluation result detailed problem into
Row analysis, fixed point directionally propose urban and rural planning project setting opinion;It on the other hand is to model accuracy, regression effect, error
Etc. being recorded, to be modified to model parameter.
Several data dictionaries in ERVMIS are illustrated below:
Data management module can do this data dictionary in data dictionary described below:
INDEX MANAGEMENT module can do this data dictionary in data dictionary described below:
Development Assessment management module can do this data dictionary in data dictionary described below:
The system using MySQL create database, with JavaScript, PHP develop foreground application, call matlab from
It dissipates Grey Prediction Algorithm and carries out model training and measuring and calculating, and extend mobile terminal app and passed to improve the collection of net end data with result
It is defeated, greatly growth data transmission environment.Specifically, a kind of urban and rural planning area Development Assessment management information system application obscure portions are adopted
It is developed with JavaScript, PHP, matlab Grey Prediction Algorithm is called to carry out model training and test;Number is created using MySQL
Database is connected according to library, and in such a way that JDBC connection drives;Data are collected by MT terminal and FT terminal, are stored in number
According to management system.Subscriber computer needs to install a browser, uses web browser as the data transfer platform of client and number
It is interconnected according to library, or data transmission is realized by mobile terminal;User terminal algorithm is completed by electronic computer to realize and system people
Machine interaction.
Embodiments of the present invention are described in detail in conjunction with attached drawing above, still, the present invention is not limited to above-mentioned embodiment party
Detail in formula can carry out a variety of equivalent changes to technical solution of the present invention within the scope of the technical concept of the present invention
It changes, these equivalents all belong to the scope of protection of the present invention.
Above-described specific embodiment has carried out further the purpose of the present invention, technical scheme and beneficial effects
It is described in detail, it should be understood that being not intended to limit the present invention the foregoing is merely a specific embodiment of the invention
Protection scope, all within the spirits and principles of the present invention, any modification, equivalent substitution, improvement and etc. done should all include
Within protection scope of the present invention.
Claims (5)
1. a kind of urban and rural planning area Development Assessment management information system, which is characterized in that the overall architecture of the system is
Browser/server structure, the system comprises:
Data administration subsystem, the data administration subsystem is for acquiring data and constructing index after pre-processing to data
System;
Index sieves subsystem, and the index screening subsystem successively classifies to pretreated data according to index system
With achievement data is obtained after reprocessing;
Development Assessment subsystem, the Development Assessment subsystem is for being trained and evaluating to achievement data;
Development Assessment management information system, the Development Assessment management information system are used to sieve data administration subsystem, index
Molecular system and Development Assessment subsystem are manipulated and are managed.
2. a kind of urban and rural planning area Development Assessment management information system according to claim 1, which is characterized in that the number
It include resident's original integrated countermeasures system base data in urban and rural planning area, urban and rural planning expection according to the data that management subsystem acquires
The horizontal monitoring data of each stage development of local resident after integrated countermeasures system data and town and country construction are complete;The data management subsystem
System further includes carrying out pretreated multiple management modules, respectively base data management module, monitoring data to the data of acquisition
Management module, process data management module, performance data management module.
3. a kind of urban and rural planning area Development Assessment management information system according to claim 2, which is characterized in that the finger
Mark screening subsystem includes according to index system to resident's original integrated countermeasures system base data of data administration subsystem, town and country
Plan that expected integrated countermeasures system data and the complete rear horizontal monitoring data of each stage development of local resident of town and country construction are sieved
And reprocessing, data are finally divided into social indicator, economic indicator, environmental index three classes standardized data collection.
4. a kind of urban and rural planning area Development Assessment management information system according to claim 2, which is characterized in that the system
System completes urban construction by discrete gray prediction evaluation model, with the discrete Grey Prediction Algorithm with reflexive infeed mechanism
Whether whether resident's development afterwards reach previous level, reach and plan that expected level is predicted and evaluated, structure packet
Include model training data 1, model training data 2, calculation using models group data three parts;Wherein, model training data 1 are that resident is former
Integrated countermeasures system base data, model training data 2 are the expected integrated countermeasures system data of urban and rural planning;Calculation using models group number
According to for town and country construction it is complete after each stage development of local resident horizontal monitoring data, be used for comparison model training data 1, model training
Data 2 carry out measuring and calculating assessment.
5. a kind of urban and rural planning area Development Assessment management information system according to claim 1, which is characterized in that the system
System creates database using MySQL, develops foreground application with JavaScript, PHP, calls the discrete Grey Prediction Algorithm of matlab
Model training and measuring and calculating are carried out, and extends mobile terminal app and is transmitted to improve the collection of net end data with result, greatly spreading number
According to transmission environment.
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