CN112070405B - Intelligent specialized regional management system - Google Patents

Intelligent specialized regional management system Download PDF

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CN112070405B
CN112070405B CN202010953941.2A CN202010953941A CN112070405B CN 112070405 B CN112070405 B CN 112070405B CN 202010953941 A CN202010953941 A CN 202010953941A CN 112070405 B CN112070405 B CN 112070405B
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decision
scheme
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CN112070405A (en
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王林
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Wuhan Business University
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Wuhan Business University
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0637Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G06Q10/06375Prediction of business process outcome or impact based on a proposed change

Abstract

The invention provides an intelligent specialized regional management system, which comprises: the information data module comprises a database module, a knowledge base module, a model base module, a method base module and a case base module; the decision problem display module is used for displaying the decision problem; the decision problem analysis module comprises an analytic hierarchy process module, a decision analysis module for analyzing the targets, the environments and the constraints of the decision problem, an industry field analysis module and a benefit relator analysis module; the decision scheme evaluation module comprises an alternative scheme generation module, an alternative scheme execution effect deduction module, an alternative scheme and execution effect display module and an alternative scheme evaluation module; the decision scheme achieving consensus module comprises a demand analysis module, a benefit conflict analysis module, a coordination and negotiation module and a decision consensus achieving module. The system can provide an interactive three-dimensional visual decision making environment for a decision maker, so that the decision maker can obtain scientific and real decision making information.

Description

Intelligent specialized regional management system
Technical Field
The invention relates to the field of intelligent management. More particularly, the present invention relates to an intelligent specialized regional management system.
Background
Under the conditions of continuous perfection of economic and social theory, continuous development of quantitative model analysis and continuous and complex economic and social situation, the scientificity of making and executing policies and enterprise strategy is presented with great challenges under the background of rapid development of artificial intelligence and big data. If the strength and utility of policies are still assessed relying on past experience and traditional quantitative analysis, it has been far from meeting the various demands of complex economic and social situations. The method has the advantages that the capability of major economic body macroscopic economic situation judgment, influence analysis of territorial events, comprehensive evaluation of social economy and ecological environment and the like is enhanced, a supporting platform integrating public opinion, data, models and areas of talent intelligence bases is built and perfected as soon as possible, the capability of comprehensively improving policy judgment, analysis, early warning and response is improved, and a scientific basis of a system is provided for coping with changing policy decisions, so that the method becomes a key strategic supporting point gradually. How the regions should be actively matched, how the regions will be affected, and the transition of the economic situation brings a plurality of challenges and opportunities to the regions, and scientific, quantized, dynamic and visual platforms are needed to carry out supervision and early warning.
Disclosure of Invention
It is an object of the present invention to address at least the above problems and/or disadvantages and to provide at least the advantages described below.
It is yet another object of the present invention to provide an intelligent specialized regional management system that can provide an interactive, three-dimensional, intuitive decision-making environment for a decision maker, so that the decision maker can obtain both scientific and real decision-making information.
To achieve these objects and other advantages and in accordance with the purpose of the invention, there is provided an intelligent specialized regional management system comprising:
the information data module comprises a database module, a knowledge base module, a model base module, a method base module and a case base module;
the decision problem display module is connected with the information material module and the man-machine interaction module and is used for displaying decision problems;
the decision problem analysis module is connected with the man-machine interaction module and the information data module and comprises an analytic hierarchy module for carrying out layered analysis on the decision problem, a decision analysis module for analyzing the target, environment and constraint of the decision problem, an industry field analysis module for analyzing the field and direction of the decision problem and a stakeholder analysis module for researching and classifying stakeholders of the decision problem;
the decision scheme evaluation module is connected with the information material module, the man-machine interaction module and the decision problem analysis module and comprises an alternative scheme generation module, an alternative scheme execution effect deduction module, an alternative scheme and execution effect display module and an alternative scheme evaluation module;
the decision scheme achieving consensus module is connected with the decision scheme evaluation module and comprises a demand analysis module, a benefit conflict analysis module, a coordination and negotiation module and a decision consensus achieving module.
Preferably, the intelligent specialized area management system further comprises an alternative scheme generating module, wherein the alternative scheme generating module comprises a modeling simulation module, an expert discussion module and a case heuristic module, and the modeling simulation module generates a plurality of alternative schemes according to information data in the information data module and comments of a decision maker and the case heuristic.
Preferably, the intelligent specialized area management system, the alternative execution effect deduction module specifically comprises a model adjustment module and a parameter adjustment module; the alternative scheme and execution effect display module specifically comprises a single scheme immersion display module and a multi-scheme comparison display module; the alternative scheme evaluation module specifically comprises a technical index evaluation module and a case comparison evaluation module.
Preferably, in the intelligent specialized area management system, the hierarchical analysis module specifically includes a hierarchical structure module of decision-making problem, a sub-problem content module and an association relation module between sub-problems: the decision analysis module specifically comprises a decision target module, a decision environment module and a decision constraint module; the industry field analysis module is used for analyzing the industry field and specifically comprises the following steps: financial and financial fields, urban traffic fields, social security fields or education fields; the stakeholder analysis module is used for analyzing stakeholders and specifically comprises the following steps: government, public, business, or social groups.
Preferably, the intelligent specialized regional management system further comprises a decision member information database module connected with the information database module, and the decision member information database is established by stakeholders of the decision problem according to the field and direction of the decision problem, wherein the decision member information database module comprises a government reference database, an industry expert database, an enterprise information database or a public information database.
Preferably, the intelligent specialized regional management system further comprises a decision group member module, which is connected with the decision group member information database module, and establishes decision group members of decision questions according to the decision group member information database, including citizen individuals, masses, domain experts, decision experts, news media, enterprise leaders, government references, policy consultants or government functional departments and policy decision makers.
Preferably, the intelligent specialized area management system, the benefit conflict analysis module specifically comprises a benefit conflict modeling module and a conflict point display module; the coordination and negotiation module specifically comprises a compromise scheme adjusting module, a compromise satisfaction analyzing module and a case inspiring module.
Preferably, in the intelligent specialized area management system, the interaction mode in the man-machine interaction module is text, digital center, chart, three-dimensional image or virtual reality.
The invention at least comprises the following beneficial effects: the information data module comprises a database module, a knowledge base module, a model base module, a method base module and a case base module, wherein the case base can provide abundant cases as references, the knowledge base module can provide up-to-date various knowledge, the method base module can provide a scientific decision problem analysis method, and the model base module can provide various decision problems and models for decision scheme display, so that the information data module can provide a powerful information data background for the decision problems, and the obtained decision scheme is more scientific and reasonable. The man-machine interaction module can provide a convenient multi-dimensional interaction environment, so that a decision maker can interact with the system conveniently, the decision maker can make own comments, and decision problems and decision schemes can be displayed in an visualized mode. The decision problem display module is arranged, and can display the decision problem objectively and vividly through the human-computer interaction module, so that a decision maker can clearly see the decision problem. The decision problem analysis module is arranged and can be used for deeply analyzing the decision problem, so that a decision maker can know the decision problem which fields are related to, which people have interest relations, the purpose, the environment, which constraints and the like of the decision problem; the decision scheme evaluation module is arranged to facilitate stakeholders to evaluate a plurality of decision schemes and display evaluation results in a multi-dimensional visual form in a vivid and comprehensive manner. The decision scheme consensus module realizes the full expression of decision opinion and the achievement of decision consensus.
Additional advantages, objects, and features of the invention will be set forth in part in the description which follows and in part will become apparent to those having ordinary skill in the art upon examination of the following or may be learned from practice of the invention.
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FIG. 1 is a schematic diagram of a intelligent specialized regional management system according to one embodiment of the present invention;
fig. 2 is a schematic diagram of information module relationship in the intelligent specialized area management system according to an embodiment of the present invention.
Detailed Description
The present invention is described in further detail below with reference to the drawings to enable those skilled in the art to practice the invention by referring to the description.
As shown in fig. 1 and 2, an embodiment of the present invention provides an intelligent specialized regional management system, including: the information data module comprises a database module, a knowledge base module, a model base module, a method base module and a case base module; the decision problem display module is connected with the information material module and the man-machine interaction module and is used for displaying decision problems; the decision problem analysis module is connected with the man-machine interaction module and the information data module and comprises an analytic hierarchy module for carrying out layered analysis on the decision problem, a decision analysis module for analyzing the target, environment and constraint of the decision problem, an industry field analysis module for analyzing the field and direction of the decision problem and a stakeholder analysis module for researching and classifying stakeholders of the decision problem; the decision scheme evaluation module is connected with the information material module, the man-machine interaction module and the decision problem analysis module and comprises an alternative scheme generation module, an alternative scheme execution effect deduction module, an alternative scheme and execution effect display module and an alternative scheme evaluation module; the decision scheme achieving consensus module is connected with the decision scheme evaluation module and comprises a demand analysis module, a benefit conflict analysis module, a coordination and negotiation module and a decision consensus achieving module. The interaction mode in the man-machine interaction module is text, a digital center, a chart, a three-dimensional image or virtual reality.
In this embodiment, the information data module includes a database module, a knowledge base module, a model base module, a method base module and a case base module, where the case base can provide abundant cases as references, the knowledge base module can provide up-to-date various knowledge, the method base module can provide a scientific decision problem analysis method, and the model base module can provide various decision problems and models for decision scheme display, so that the information data module can provide a powerful information data background for the decision problems, and the obtained decision scheme is more scientific and reasonable. The man-machine interaction module can provide a convenient multi-dimensional interaction environment, so that a decision maker can interact with the system conveniently, the decision maker can make own comments, and decision problems and decision schemes can be displayed in an visualized mode. The decision problem display module is arranged, and can display the decision problem objectively and vividly through the human-computer interaction module, so that a decision maker can clearly see the decision problem. The decision problem analysis module is arranged and can be used for deeply analyzing the decision problem, so that a decision maker can know the decision problem which fields are related to, which people have interest relations, the purpose, the environment, which constraints and the like of the decision problem; the decision scheme evaluation module is arranged to facilitate stakeholders to evaluate a plurality of decision schemes and display evaluation results in a multi-dimensional visual form in a vivid and comprehensive manner. The decision scheme consensus module realizes the full expression of decision opinion and the achievement of decision consensus.
In one embodiment, the intelligent specialized regional management system, the alternative generation module includes a modeling simulation module, an expert discussion module, and a case heuristic module. The expert discussing module is convenient for decision makers, field experts and stakeholders to make own decision opinions and discuss the decision opinions; the case heuristic module is used for obtaining a heuristic obtained by a decision maker according to historical cases in a case library or similar cases; the modeling simulation module can conveniently generate a plurality of alternative schemes according to the information data in the information material module, the opinion of the decision maker and the elicitation of the case.
In one embodiment, the intelligent specialization area management system, the alternative execution effect deduction module specifically includes a model adjustment module and a parameter adjustment module; the alternative scheme and execution effect display module specifically comprises a single scheme immersion display module and a multi-scheme comparison display module; the alternative scheme evaluation module specifically comprises a technical index evaluation module and a case comparison evaluation module.
In the embodiment, the alternative scheme execution effect deduction module can conveniently select a model when the decision scheme is displayed, and can conveniently adjust display parameters so as to meet the requirements of a decision maker. The alternative scheme and execution effect display module can provide immersive interactive display of single scheme virtual reality by utilizing 8 channels, three-dimensional rear projection and 240-degree arc screen in a powerful computing service system, and can provide three-dimensional comparison display of multiple schemes at the same time, so that interaction between a decision maker and the system is realized. The alternative evaluation module enables a decision maker to evaluate both technical indicators and case comparisons. The case comparison is to compare the decision scheme with the historical cases in the case library, and to compare the decision scheme with the similar or similar cases to evaluate the scheme. Because the evaluation of the decision scheme stakeholders is performed from the respective angles, the alternative scheme evaluation module realizes the multi-element evaluation of the scheme stakeholders. The stakeholders involved in the evaluation may be members participating in decision-making studies in a narrow sense, or may be members of the public, community and various institutions of the whole society in a broad sense.
In one embodiment, the hierarchical analysis module specifically includes a hierarchical structure module of decision-making questions, a sub-question content module, and an association relationship module between sub-questions: the decision analysis module specifically comprises a decision target module, a decision environment module and a decision constraint module; the industry field analysis module analyzes the industry field, and specifically comprises financial and finance fields, urban traffic fields, social security fields or education fields and the like; the stakeholder analysis module analyzes stakeholders including governments, public, business or social groups, etc. The industry domain analysis module and the stakeholder analysis module can quickly know which domains the decision problem relates to and which people's interests. Stakeholders may issue comments on the decision questions as decision makers.
In one embodiment, the intelligent specialized regional management system further comprises a decision member information database module connected with the information database module, and the decision member information database is established by stakeholders of the decision problem according to the field and direction of the decision problem, wherein the decision member information database module comprises a government participating database, an industry expert database, an enterprise information database or a public information database.
In one embodiment, the intelligent specialized regional management system further comprises a decision group member module, which is connected with the decision group member information database module, and establishes decision group members of decision questions according to the decision group member information database, including citizens 'individuals, masses' groups, domain experts, decision specialists, news media, enterprise leaders, government references, policy consultants or government functional departments and policy decision makers. Thus, the decision member may be a person interested in the decision problem for each industry. In this way, the system can ensure the democratic participation of various decision makers, release own opinion through the man-machine interaction module and participate in the evaluation of the decision scheme, thereby realizing the interaction between the decision makers and the system and the communication between the decision makers. The system integrates multidisciplinary talents, knowledge and technology, multidisciplinary experience, multiple types of data sources, and multiple information processing, processing and displaying technologies.
In one embodiment, the intelligent specialized area management system, the benefit conflict analysis module specifically includes a benefit conflict modeling module and a conflict point display module; the coordination and negotiation module specifically comprises a compromise scheme adjusting module, a compromise satisfaction analyzing module and a case inspiring module. Stakeholders of decision schemes may be in different industries or in the same industry, but the operating properties are different, and the stakeholders of decision schemes must be different for different decision makers due to different requirements. Therefore, the demand analysis module can conveniently obtain the demands of decision-making scheme stakeholders, the stakeholders can analyze the stakeholders of different decision-making scheme stakeholders, and the stakeholder display module can objectively and directly display the stakeholders. The decision maker sees the conflict points of different stakeholders, the coordination and negotiation module can issue the opinion of the decision scheme, and the coordination and negotiation module performs compromise adjustment according to the opinion of the decision maker and performs compromise satisfaction analysis, so that the consensus is finally achieved.
The number of modules and the scale of processing described herein are intended to simplify the description of the present invention. The application, modification and variation of the intelligent specialized regional management system of the present invention will be apparent to those skilled in the art.
As described above, according to the invention, an interactive three-dimensional visual decision making environment can be provided for a decision maker, so that the decision maker can obtain scientific and real decision information.
Although embodiments of the invention have been disclosed above, they are not limited to the use listed in the specification and embodiments. It can be applied to various fields suitable for the present invention. Additional modifications will readily occur to those skilled in the art. Therefore, the invention is not to be limited to the specific details and illustrations shown and described herein, without departing from the general concepts defined in the claims and their equivalents.

Claims (3)

1. Intelligent specialized regional management system, characterized by comprising:
the information data module comprises a database module, a knowledge base module, a model base module, a method base module and a case base module;
the decision problem display module is connected with the information material module and the man-machine interaction module and is used for displaying decision problems;
the decision problem analysis module is connected with the man-machine interaction module and the information data module and comprises an analytic hierarchy module for carrying out layered analysis on the decision problem, a decision analysis module for analyzing the target, environment and constraint of the decision problem, an industry field analysis module for analyzing the field and direction of the decision problem and a stakeholder analysis module for researching and classifying stakeholders of the decision problem;
the decision scheme evaluation module is connected with the information material module, the man-machine interaction module and the decision problem analysis module and comprises an alternative scheme generation module, an alternative scheme execution effect deduction module, an alternative scheme and execution effect display module and an alternative scheme evaluation module, wherein the alternative scheme generation module comprises a modeling simulation module, an expert discussion module and a case heuristic module, and the modeling simulation module generates a plurality of alternative schemes according to information data in the information material module and comments of a decision maker and the heuristics of the case; the alternative scheme execution effect deduction module specifically comprises a model adjustment module and a parameter adjustment module; the alternative scheme and execution effect display module specifically comprises a single scheme immersion display module and a multi-scheme comparison display module; the alternative scheme evaluation module specifically comprises a technical index evaluation module and a case comparison evaluation module;
the decision scheme achieving consensus module is connected with the decision scheme evaluation module and comprises a demand analysis module, a benefit conflict analysis module, a coordination and negotiation module and a decision consensus achieving module;
the information database module of the decision member is connected with the information database module, and establishes an information database of the decision member according to the field and the direction of the decision problem, wherein the information database module of the decision member comprises a government participating database, an industry expert database, an enterprise information database or a public information database; the system also comprises a decision group member module which is connected with the information database module of the decision group member and establishes decision group members of decision questions according to the information database of the decision group member, wherein the decision group members comprise citizen individuals, masses, field specialists, decision specialists, news media, enterprise leadership, government references, policy consultants or government functional departments and policy decision makers;
the hierarchical analysis module specifically comprises a hierarchical structure module of a decision problem, a sub-problem content module and an association relation module among the sub-problems: the decision analysis module specifically comprises a decision target module, a decision environment module and a decision constraint module; the industry field analysis module is used for analyzing the industry field and specifically comprises the following steps: financial and financial fields, urban traffic fields, social security fields or education fields; the stakeholder analysis module is used for analyzing stakeholders and specifically comprises the following steps: government, public, business, or social groups.
2. The intelligent specialized regional management system of claim 1, wherein the benefit conflict analysis module specifically comprises a benefit conflict modeling module and a conflict point display module; the coordination and negotiation module specifically comprises a compromise scheme adjusting module, a compromise satisfaction analyzing module and a case inspiring module.
3. The intelligent, specialized area management system of claim 1, wherein the interaction means in the human-machine interaction module is an alphanumeric center, a chart, a three-dimensional image, or a virtual reality.
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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2001080099A1 (en) * 2000-04-14 2001-10-25 The Orton Family Foundation Integrated system for and method of supporting spatial decision making and land-use scenario analysis
US6876991B1 (en) * 1999-11-08 2005-04-05 Collaborative Decision Platforms, Llc. System, method and computer program product for a collaborative decision platform
CN110348691A (en) * 2019-06-12 2019-10-18 重庆工商大学融智学院 A kind of appraisal and spatial decision support system based on river ecological environment

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1480870A (en) * 2003-07-16 2004-03-10 中南大学 Creater of swarm intelligence decision support system based on Internet structure and application method
CN102339421A (en) * 2010-07-26 2012-02-01 华东师范大学 Decision support system for managing ecological construction
CN103577942A (en) * 2013-11-27 2014-02-12 中国水利水电科学研究院 Decision support system and method for coordinated development of water resources and economy
CN107545072A (en) * 2017-09-22 2018-01-05 广州速鸿信息科技有限公司 A kind of intelligent decision platform and its construction method for merging deep learning
CN110263183A (en) * 2019-06-20 2019-09-20 珠海格力电器股份有限公司 A kind of smart home DSS and decision support method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6876991B1 (en) * 1999-11-08 2005-04-05 Collaborative Decision Platforms, Llc. System, method and computer program product for a collaborative decision platform
WO2001080099A1 (en) * 2000-04-14 2001-10-25 The Orton Family Foundation Integrated system for and method of supporting spatial decision making and land-use scenario analysis
CN110348691A (en) * 2019-06-12 2019-10-18 重庆工商大学融智学院 A kind of appraisal and spatial decision support system based on river ecological environment

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