Intelligent decision-making system and method based on user portrait data

Abstract

The present application relates to the technical field of user data analysis and management, and in particular to intelligent decision-making methods, systems, electronic devices and readable storage media based on user portrait data. The method includes: establishing an enterprise value chain model according to the decomposition of the enterprise's strategic goals; determining the key management objects in the value chain, the performance of the key management objects and the influencing factors of performance indicators according to the value chain model; establishing a performance evaluation model for the management objects, and establishing a portrait description of the management objects; monitoring the management process according to the performance evaluation model and the portrait description, determining the management path by adjusting the performance of the key management objects and the influencing factors of performance indicators, and executing intelligent auxiliary decision-making according to the management path. The present application enables the digital transformation of enterprises to be based on the value chain, and the management data of management objects is more abundant. The prediction, trend and process control of the relationship between the performance of management objects and resource factors are more convenient, which effectively improves resource utilization and improves the efficiency and benefits of enterprise management.

Description

Technical Field

[0001] The present application relates to the technical field of user data analysis and management, and in particular to an intelligent decision-making system and method based on management object portraits. Background Art

[0002] As we all know, when an enterprise develops to a certain scale, the management of the enterprise is an extremely complex problem. Enterprise management has gone through the process of operation process and IT automation. At present, it is in the process of transformation to informatization and digitalization. However, the analysis and display methods based on big data, user portrait methods, performance evaluation methods, etc., as a single independent method, cannot exert the overall and optimal management benefits. Under the traditional management model, decision-making based on the experience of managers is still very limited and the effect is not good, which is reflected in:

[0003] 1) Decision-making scope: Managers of large enterprises set up decisions layer by layer. The high-level decisions cannot control the execution of the lower-level decisions, and the lower-level decisions cannot obtain the maximum available resources. The management goal decomposition is transmitted through the value chain, and the transmission process is also distorted;

[0004] 2) Performance evaluation: How to objectively formulate performance goals and evaluate performance of the managed object, and how to effectively describe the attributes (information) and behavior (performance) of the managed object requires a scientific and reasonable model and method;

[0005] 3) Resource control: Enterprise resources need to be adjusted within the maximum management control range to avoid being affected by factors such as strong departments and relationship walls, so as to maximize the benefits of management. Traditional management cannot effectively support such management decision-making needs;

[0006] Based on the above management optimization problems and needs, there is an urgent need for an enterprise-wide method and system that decomposes strategic goals into value chain models, performs performance evaluation modeling based on management big data, portraits of key management objects, manages resource regulation, and intelligent decision-making assistance. At present, no effective solution has been proposed for the above problems. Summary of the invention

[0007] In order to solve the problems existing in the prior art, the present application provides an intelligent decision-making system and method based on the portrait of the management object, so as to target the performance evaluation and management portrait of the management object, so that the goal-oriented performance and resource factor variables can be linked and managed and controlled, and the digital indicator data of the management object can be predicted, trended, anomaly, and evaluated, thereby completing the visualization and controllability of the management process.

[0008] In a first aspect, an intelligent decision-making method based on user portrait data is provided, the method comprising:

[0009] Step S101: Establish an enterprise value chain model based on the enterprise strategic goal decomposition;

[0010] Step S102: Determine the key management objects, performance indicators of the key management objects and influencing factors of the performance indicators in the value chain according to the value chain model;

[0011] Step S103: Establish a performance evaluation model for the management object and establish a portrait description of the management object;

[0012] Step S104: monitor the management process according to the performance evaluation model and the portrait description, determine the management path by adjusting the performance of key management objects and performance indicator influencing factors, and perform intelligent auxiliary decision-making according to the management path.

[0013] In one possible implementation, step S101 specifically includes: obtaining enterprise management target data according to enterprise strategic target decomposition, identifying key management objects, obtaining target performance of management objects according to the enterprise management target data and the key management objects, and establishing a value chain model of enterprise management objects according to weight analysis method.

[0014] In a possible implementation, the establishing of the performance evaluation model for the management object specifically includes: establishing the management object performance evaluation model according to the performance indicators of the key management objects in the enterprise value chain model and the influencing factors of the performance indicators.

[0015] Specifically, establishing a management object performance evaluation model based on the performance indicators of the key management objects and the influencing factors includes: decomposing the resource influencing factor information that affects the management object, determining the weights of the influencing factors based on experience and data, obtaining performance evaluation results through analysis and calculation, comparing the calculated performance evaluation results with the actual results to obtain analysis results, adjusting and optimizing the performance evaluation model based on the analysis results, and obtaining a final performance evaluation model.

[0016] Specifically, the establishing of the management object performance evaluation model according to the performance indicators of the key management object and the influencing factors is specifically: establishing the management object performance evaluation model according to the performance indicators of the key management object and the influencing factors by a first preset method;

[0017] The first preset method is specifically: hierarchical analysis method and / or fuzzy evaluation method.

[0018] In one possible implementation, the establishment of a portrait description of the management object specifically includes: obtaining basic information, performance indicators and resource basic data of the management object in the performance evaluation model, and creating a portrait of the management object based on the basic information, performance indicators and resource basic data of the management object.

[0019] In one possible implementation, the management path is determined specifically by adjusting the performance of key management objects and the factors affecting performance indicators, predicting different performance results of management objects, and selecting the optimal management path according to the target performance requirements of the management objects to ensure that the management performance goals of the management objects are achieved.

[0020] In a second aspect, an intelligent decision-making system based on user portrait data is provided, the system comprising:

[0021] The first building module is used to decompose and build the enterprise value chain model according to the enterprise strategic goals;

[0022] A determination module is used to determine the key management objects, the performance of the key management objects and the influencing factors of the performance indicators in the value chain according to the value chain model;

[0023] The second establishment module is used to establish a performance evaluation model for the management object;

[0024] The third building module is used to build a portrait description of the management object;

[0025] The decision-making module is used to monitor the management process according to the performance evaluation model and the portrait description, determine the management path by adjusting the performance of key management objects and the influencing factors of performance indicators, and perform intelligent auxiliary decision-making according to the management path.

[0026] In one possible implementation, the first establishment module is specifically used to obtain enterprise management target data according to the enterprise strategic target decomposition, identify key management objects, obtain the target performance of the management objects according to the enterprise management target data and the key management objects, and establish a value chain model of the enterprise management objects according to the weight analysis method.

[0027] In a possible implementation, the second establishing module specifically includes an establishing unit;

[0028] The establishing unit is used to establish a management object performance evaluation model according to the performance indicators of the key management objects and the influencing factors.

[0029] In one possible implementation, the establishment unit is specifically used to decompose the resource influencing factor information that affects the management object, determine the weights of the influencing factors based on experience and data, obtain performance evaluation results through analysis and calculation, compare the calculated performance evaluation results with the actual results to obtain analysis results, adjust and optimize the performance evaluation model based on the analysis results, and obtain the final performance evaluation model.

[0030] In a possible implementation, the establishing unit is specifically used to establish a management object performance evaluation model according to the performance indicators of the key management object and the influencing factors through a first preset method;

[0031] The first preset method is specifically: hierarchical analysis method or fuzzy evaluation method.

[0032] In one possible implementation, the third establishing module is specifically used to obtain basic information, performance indicators and resource basic data of the management object in the performance evaluation model, and to create a profile for the management object based on the basic information, performance indicators and resource basic data of the management object.

[0033] In one possible implementation, when the decision module is used to determine the management path, it is specifically used to predict different performance results of the management object by adjusting the performance of the key management object and the influencing factors of the performance indicators, and select the optimal management path according to the target performance requirements of the management object to ensure that the management performance goals of the management object are achieved.

[0034] In a third aspect, an electronic device is provided, comprising: a processor and a memory;

[0035] The memory is used to store computer programs;

[0036] The processor is used to execute the above-mentioned intelligent decision-making method based on user portrait data by calling the computer program.

[0037] In a fourth aspect, a computer-readable storage medium is provided, which is used to store a computer program. When the computer program is run on a computer, the computer can execute the above-mentioned intelligent decision-making method based on user portrait data.

[0038] By means of the above technical solution, the technical solution provided by this application has at least the following advantages:

[0039] This application supports the strategic planning and performance management of the digital transformation of enterprises through value chain models and performance evaluation models; through management portrait models, the presentation of management data of the digital transformation of enterprises is enriched, and the prediction, trend, and process control of the performance of management objects are more convenient, which effectively improves resource utilization and enhances enterprise management efficiency and benefits. BRIEF DESCRIPTION OF THE DRAWINGS

[0040] By reading the detailed description of the preferred embodiment below, various other advantages and benefits will become clear to those of ordinary skill in the art. The accompanying drawings are only used for the purpose of illustrating the preferred embodiment and are not considered to be limitations of the embodiments of the present invention. In addition, the same reference symbols are used to represent the same components throughout the accompanying drawings.

[0041] Figure 1 A processing flow chart of the intelligent decision-making method based on user portrait data provided in this application;

[0042] Figure 2 A schematic diagram of the intelligent decision-making method based on user portrait data provided in this application;

[0043] Figure 3 Block diagram of the intelligent decision-making system based on user portrait data provided for this application;

[0044] Figure 4 A schematic diagram of the structure of an electronic device provided in this application. DETAILED DESCRIPTION

[0045] The present application proposes an intelligent decision-making method, system, electronic device and readable storage medium based on user portrait data. The specific implementation methods of the present application are described in detail below in conjunction with the accompanying drawings.

[0046] The embodiments of the present application are described in detail below, and examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are only used to explain the present application, and cannot be interpreted as limiting the present application.

[0047] It will be understood by those skilled in the art that, unless expressly stated, the singular forms "one", "said", and "the" used herein may also include plural forms. It should be further understood that the term "comprising" used in the specification of the present application refers to the presence of the features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, integers, steps, operations, elements, components and / or groups thereof. It should be understood that when we refer to an element as being "connected" or "coupled" to another element, it may be directly connected or coupled to the other element, or there may be an intermediate element. In addition, the "connection" or "coupling" used herein may include wireless connection or wireless coupling. The term "and / or" used herein includes all or any unit and all combinations of one or more associated listed items.

[0048] It will be understood by those skilled in the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as those generally understood by those skilled in the art to which this application belongs. It should also be understood that terms such as those defined in general dictionaries should be understood to have meanings consistent with those in the context of the prior art, and will not be interpreted with idealized or overly formal meanings unless specifically defined as here.

[0049] To make the purpose, technical solution and advantages of the present application clearer, the following will further describe the implementation mode of the present application in detail with reference to the accompanying drawings. The following specific embodiments can be combined with each other, and the same or similar concepts or processes may not be repeated in some embodiments.

[0050] like Figure 1 FIG. 1 is a flow chart of an intelligent decision-making method based on user portrait data provided by the present application, and the method comprises the following steps:

[0051] Step S101: Establish an enterprise value chain model based on the enterprise strategic goal decomposition;

[0052] Step S102: Determine the key management objects, the performance of the key management objects and the influencing factors of the performance indicators in the value chain according to the value chain model;

[0053] Step S103: Establish a performance evaluation model for the management object and establish a portrait description of the management object;

[0054] Step S104: monitor the management process according to the performance evaluation model and the portrait description, determine the management path by adjusting the performance of key management objects and the influencing factors of performance indicators, and perform intelligent auxiliary decision-making according to the management path.

[0055] In one possible implementation, step S101 specifically includes: obtaining enterprise management target data according to enterprise strategic target decomposition, identifying key management objects, obtaining target performance of management objects according to enterprise management target data and key management objects, and establishing a value chain model of enterprise management objects according to weight analysis method.

[0056] Decomposition according to enterprise strategic goals specifically includes: decomposition according to enterprise goal value orientation and enterprise strategic goals.

[0057] In a possible implementation, the management object is specifically a specific object for implementing the enterprise's target data to manage the enterprise;

[0058] For example, the management objects of a certain R&D enterprise specifically include: individuals, teams, projects, and systems.

[0059] Management objects are the carriers of enterprise value, and management objects output enterprise management behavior data.

[0060] In a possible implementation, establishing a performance evaluation model for a management object specifically includes: establishing a performance evaluation model for a management object based on performance indicators of key management objects in the enterprise value chain model and influencing factors of the performance indicators.

[0061] In one possible implementation, establishing a management object performance evaluation model based on the performance indicators of key management objects and the influencing factors specifically includes: decomposing the resource influencing factor information that affects the management object, determining the weights of the influencing factors based on experience and data, obtaining performance evaluation results through analysis and calculation, comparing the calculated performance evaluation results with the actual results to obtain analysis results, adjusting and optimizing the performance evaluation model based on the analysis results, and obtaining a final performance evaluation model.

[0062] In a possible implementation, establishing a management object performance evaluation model according to the performance indicators and influencing factors of the key management object specifically includes: establishing a management object performance evaluation model according to the performance indicators and influencing factors of the key management object by a first preset method;

[0063] Among them, the first preset method is specifically: hierarchical analysis method and / or fuzzy evaluation method.

[0064] In one possible implementation, establishing a portrait description of a management object specifically includes: obtaining basic information, performance indicators, and resource basic data of the management object in a performance evaluation model, and creating a portrait of the management object based on the basic information, performance indicators, and resource basic data of the management object.

[0065] In one possible implementation, the management path is determined specifically by adjusting the performance of key management objects and the factors affecting performance indicators, predicting different performance results of management objects, and selecting the optimal management path based on the target performance requirements of the management objects to ensure that the management performance goals of the management objects are achieved.

[0066] Based on the technical solution provided by the present application, the technical solution is explained in detail below. Figure 2 As shown, it is a specific processing diagram of a possible implementation method of an intelligent decision-making method based on user portrait data provided by the present application.

[0067] Specifically, the enterprise target data is obtained by breaking down the enterprise target value orientation and the enterprise strategic business objectives;

[0068] In a possible implementation, the enterprise target data includes: management key objects;

[0069] The management object is the specific object for managing the enterprise to achieve the enterprise's target data;

[0070] For example, the management objects of a certain R&D enterprise specifically include: individuals, teams, projects, and systems.

[0071] Management objects are the carriers of enterprise value, and management objects output enterprise management behavior data.

[0072] Specifically, the value chain model is determined based on the key management objects in the enterprise target data;

[0073] In a possible implementation, determining the value chain model according to the key management object includes: determining the value chain model according to the specific value embodiment of the management object and the value system constituted by the management object.

[0074] Specifically, the performance indicators of key management objects in the value chain model are determined according to the value chain model;

[0075] In a possible implementation, determining the performance indicators of key management objects in the value chain model specifically includes: calculating the performance indicators of the management objects by using a hierarchy analysis method and a weight analysis method.

[0076] Specifically, information on factors influencing the performance indicators is obtained based on the performance indicator analysis;

[0077] Specifically, an enterprise performance evaluation system is established based on the performance indicators and influencing factor information of key management objects;

[0078] In one possible implementation, constructing a performance evaluation model based on the performance indicators and influencing factor information of key management objects specifically includes: decomposing the influencing factor information, determining the weight of the influencing factor based on experience, obtaining the performance evaluation result through analysis and calculation, comparing the calculated performance evaluation result with the actual result to obtain the analysis result, and adjusting and optimizing the performance evaluation model based on the analysis result.

[0079] Specifically, a user portrait model of the management object is established based on the performance evaluation model;

[0080] In a possible implementation, establishing a user portrait model of a management object according to a performance evaluation model specifically includes: obtaining basic information and performance indicators of the management object in the performance evaluation model, and obtaining basic indicator data, and creating a portrait of the management object according to the basic information, performance indicators and basic indicator data of the management object through a preset method;

[0081] Among them, establishing a user portrait model for a management object based on a performance evaluation model specifically includes: decomposing the value chain model into specific indicators of the management object, using the user story method for the management object, determining the indicators of the management object through brainstorming, and establishing a user portrait model for the management object based on the influencing factors of the key attributes of the indicators;

[0082] Furthermore, the actual result data of the management object is used to form a portrait instantiation of the management object. The management portrait is an objective description of the management object and is used to study the management behavior and performance of the management object.

[0083] For the key performance assessment, the results can be compared vertically (compared with one's own historical data) and horizontally (compared with examples of similar management objects), and performance indicators can be used to complete the management object's goal setting, goal achievement evaluation, and improvement opportunity identification (GAP analysis).

[0084] Based on the above-mentioned management portrait method, the management objectives, evaluation indicators, operation data, display and monitoring, and control are organically combined to achieve cross-management domain combination management, which can effectively promote the digital transformation of enterprises. For example, in the financial field, through the portraits of customers, products and services, systems, projects, teams, and individuals, it is more effective to drive the strategy to tactical goal orientation. When analyzing problems, the management dimension is greatly expanded compared with before, which directly improves the efficiency and ability to solve problems.

[0085] Specifically, the management results of the management objects are obtained through analysis of the value chain model, performance evaluation model and user portrait model of the management objects, the management path is determined based on the management results, and functional auxiliary decision-making is performed based on the management path.

[0086] Determine the management path specifically as follows: by adjusting the performance of key management objects and the factors affecting performance indicators, predict the different performance results of management objects, select the optimal management path based on the target performance requirements of management objects, and ensure that the management performance goals of management objects are achieved.

[0087] Furthermore, by adjusting resource factors, there will be multiple choices and combinations of choices. These choices and combinations are management paths. By predicting management paths and corresponding performance indicators, it is possible to select the best management path and achieve the purpose of intelligent decision-making assistance.

[0088] This application supports the strategic planning and performance management of the digital transformation of enterprises through value chain models and performance evaluation models; through management portrait models, the presentation of management data of the digital transformation of enterprises is enriched, and the prediction, trend, and process control of the performance of management objects are more convenient, which effectively improves resource utilization and enhances enterprise management efficiency and benefits.

[0089] Based on the technical solution of the intelligent decision-making method based on user portrait data provided by the present application, the present application correspondingly provides a structural diagram of an intelligent decision-making system based on user portrait data, such as Figure 3 As shown, the intelligent decision-making system 30 based on user portrait data of the present application may include:

[0090] The first building module 301 is used to build an enterprise value chain model according to the enterprise strategic goal decomposition;

[0091] A determination module 302 is used to determine the key management objects, the performance of the key management objects and the influencing factors of the performance indicators in the value chain according to the value chain model;

[0092] The second establishment module 303 is used to establish a performance evaluation model for the management object;

[0093] The third establishing module 304 is used to establish a portrait description of the management object;

[0094] The decision module 305 is used to monitor the management process according to the performance evaluation model and the portrait description, determine the management path by adjusting the performance of key management objects and the influencing factors of performance indicators, and perform intelligent auxiliary decision-making according to the management path.

[0095] In a possible implementation, the first establishing module 301 is specifically used to establish a management object performance evaluation model based on the performance indicators of key management objects and the influencing factors of the performance indicators in the enterprise value chain model according to the enterprise strategic goals.

[0096] In a possible implementation, the second establishing module 303 specifically includes an establishing unit;

[0097] in,

[0098] A unit is established to establish a management object performance evaluation model based on the performance indicators and influencing factors of key management objects.

[0099] In one possible implementation, a unit is established specifically for decomposing information on resource influencing factors that affect the management object, determining the weights of the influencing factors based on experience and data, obtaining performance evaluation results through analysis and calculation, comparing the calculated performance evaluation results with the actual results to obtain analysis results, adjusting and optimizing the performance evaluation model based on the analysis results, and obtaining the final performance evaluation model.

[0100] In a possible implementation, the establishing unit is specifically used to establish a management object performance evaluation model according to the performance indicators and influencing factors of the key management object through a first preset method;

[0101] Among them, the first preset method is specifically: hierarchical analysis method or fuzzy evaluation method.

[0102] In one possible implementation, the third establishing module 304 is specifically used to obtain basic information, performance indicators and resource basic data of the management object in the performance evaluation model, and to create a profile for the management object based on the basic information, performance indicators and resource basic data of the management object.

[0103] In one possible implementation, when the decision module 305 is used to determine the management path, it is specifically used to predict different performance results of the management object by adjusting the performance of the key management object and the influencing factors of the performance indicators, and select the optimal management path according to the target performance requirements of the management object to ensure that the management performance goals of the management object are achieved.

[0104] This application supports the strategic planning and performance management of the digital transformation of enterprises through value chain models and performance evaluation models; through management portrait models, the presentation of management data of the digital transformation of enterprises is enriched, and the prediction, trend, and process control of the performance of management objects are more convenient, which effectively improves resource utilization and enhances enterprise management efficiency and benefits.

[0105] Reference below Figure 4 , which shows an electronic device (eg Figure 1 The terminal device in the embodiment of the present application may include but is not limited to mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), etc., and fixed terminals such as digital TVs, desktop computers, etc. Figure 4 The electronic device shown is merely an example and should not bring any limitation to the functions and scope of use of the embodiments of the present application.

[0106] like Figure 4 As shown, the electronic device 400 may include a processing device (e.g., a central processing unit, a graphics processing unit, etc.) 401, which can perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 402 or a program loaded from a storage device 408 into a random access memory (RAM) 403. In the RAM 403, various programs and data required for the operation of the electronic device 400 are also stored. The processing device 401, the ROM 402, and the RAM 403 are connected to each other via a bus 404. An input / output (I / O) interface 405 is also connected to the bus 404.

[0107] Typically, the following devices may be connected to the I / O interface 405: an input device 406 including, for example, a touch screen, a touch pad, a keyboard, a mouse, a camera, a microphone, an accelerometer, a gyroscope, etc.; an output device 407 including, for example, a liquid crystal display (LCD), a speaker, a vibrator, etc.; a storage device 408 including, for example, a magnetic tape, a hard disk, etc.; and a communication device 409. The communication device 409 may allow the electronic device 400 to communicate with other devices wirelessly or by wire to exchange data. Although Figure 4The electronic device 400 is shown with various devices, but it should be understood that it is not required to implement or possess all the devices shown. More or fewer devices may be implemented or possessed instead.

[0108] In particular, according to an embodiment of the present application, the process described above with reference to the flowchart can be implemented as a computer software program. For example, an embodiment of the present application includes a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program includes a program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from the network through the communication device 409, or installed from the storage device 408, or installed from the ROM402. When the computer program is executed by the processing device 401, the above-mentioned functions defined in the method of the embodiment of the present application are executed.

[0109] It should be noted that the computer-readable medium mentioned above in the present application may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the above. In the present application, a computer-readable storage medium may be any tangible medium containing or storing a program that can be used by or in combination with an instruction execution system, device or device. In the present application, a computer-readable signal medium may include a data signal propagated in a baseband or as part of a carrier wave, which carries a computer-readable program code. This propagated data signal may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. The computer readable signal medium may also be any computer readable medium other than a computer readable storage medium, which may send, propagate or transmit a program for use by or in conjunction with an instruction execution system, apparatus or device. The program code contained on the computer readable medium may be transmitted using any suitable medium, including but not limited to: wires, optical cables, RF (radio frequency), etc., or any suitable combination of the above.

[0110] The computer-readable medium may be included in the electronic device, or may exist independently without being incorporated into the electronic device.

[0111] The computer-readable medium carries one or more programs. When the one or more programs are executed by the electronic device, the electronic device: obtains at least two Internet Protocol addresses; sends a node evaluation request including the at least two Internet Protocol addresses to a node evaluation device, wherein the node evaluation device selects an Internet Protocol address from the at least two Internet Protocol addresses and returns it; receives the Internet Protocol address returned by the node evaluation device; wherein the obtained Internet Protocol address indicates an edge node in a content distribution network.

[0112] Alternatively, the computer-readable medium carries one or more programs, and when the one or more programs are executed by the electronic device, the electronic device: receives a node evaluation request including at least two Internet Protocol addresses; selects an Internet Protocol address from the at least two Internet Protocol addresses; and returns the selected Internet Protocol address; wherein the received Internet Protocol address indicates an edge node in a content distribution network.

[0113] Computer program code for performing the operations of the present application may be written in one or more programming languages ​​or a combination thereof, including object-oriented programming languages, such as Java, Smalltalk, C++, and conventional procedural programming languages, such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a separate software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In cases involving a remote computer, the remote computer may be connected to the user's computer via any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., via the Internet using an Internet service provider).

[0114] The flow chart and block diagram in the accompanying drawings illustrate the possible architecture, function and operation of the system, method and computer program product according to various embodiments of the present application. In this regard, each square box in the flow chart or block diagram can represent a module, a program segment or a part of a code, and the module, the program segment or a part of the code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some alternative implementations, the functions marked in the square box can also occur in a sequence different from that marked in the accompanying drawings. For example, two square boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each square box in the block diagram and / or flow chart, and the combination of the square boxes in the block diagram and / or flow chart can be implemented with a dedicated hardware-based system that performs a specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.

[0115] The units involved in the embodiments described in this application may be implemented by software or hardware, wherein the name of a unit does not, in some cases, constitute a limitation on the unit itself.

[0116] The above description is only a preferred embodiment of the present application and an explanation of the technical principles used. Those skilled in the art should understand that the scope of disclosure involved in the present application is not limited to the technical solution formed by a specific combination of the above technical features, but should also cover other technical solutions formed by any combination of the above technical features or their equivalent features without departing from the above disclosed concept. For example, the above features are replaced with the technical features with similar functions disclosed in this application (but not limited to) by each other to form a technical solution.

[0117] The electronic device provided in the present application is applicable to any embodiment of the above-mentioned intelligent decision-making method based on user portrait data, which will not be described in detail here.

[0118] This application supports the strategic planning and performance management of the digital transformation of enterprises through value chain models and performance evaluation models; through management portrait models, the presentation of management data of the digital transformation of enterprises is enriched, and the prediction, trend, and process control of the performance of management objects are more convenient, which effectively improves resource utilization and enhances enterprise management efficiency and benefits.

[0119] The present application provides a computer-readable storage medium, which stores a computer program, and the computer program enables a computer to execute the intelligent decision-making method based on user portrait data shown in the above embodiment.

[0120] The computer-readable storage medium provided in this application is applicable to any embodiment of the above-mentioned intelligent decision-making method based on user portrait data, and will not be described in detail here.

[0121] This application supports the strategic planning and performance management of the digital transformation of enterprises through value chain models and performance evaluation models; through management portrait models, the presentation of management data of the digital transformation of enterprises is enriched, and the prediction, trend, and process control of the performance of management objects are more convenient, which effectively improves resource utilization and enhances enterprise management efficiency and benefits.

[0122] Those skilled in the art will appreciate that each block in these structure diagrams and / or block diagrams and / or flow charts and combinations of blocks in these structure diagrams and / or block diagrams and / or flow charts can be implemented using computer program instructions. Those skilled in the art will appreciate that these computer program instructions can be provided to a general-purpose computer, a professional computer, or a processor of other programmable data processing methods to implement, thereby executing the scheme specified in the block or multiple blocks of the structure diagrams and / or block diagrams and / or flow charts disclosed in this application through the processor of the computer or other programmable data processing method.

[0123] The modules of the device of the present application may be integrated into one or deployed separately. The modules may be combined into one module or further divided into multiple sub-modules.

[0124] Those skilled in the art will appreciate that the accompanying drawings are merely schematic diagrams of a preferred embodiment, and the modules or processes in the accompanying drawings are not necessarily required for implementing the present application.

[0125] Those skilled in the art can understand that the modules in the device in the embodiment can be distributed in the device in the embodiment according to the description of the embodiment, or can be changed accordingly and located in one or more devices different from the present embodiment. The modules in the above embodiment can be combined into one module, or can be further divided into multiple sub-modules.

[0126] The above serial numbers of this application are for description only and do not represent the advantages or disadvantages of the embodiments.

[0127] The above disclosures are only a few specific embodiments of the present application; however, the present application is not limited thereto, and any changes that can be conceived by those skilled in the art should fall within the protection scope of the present application.

Claims

1. An intelligent decision-making method based on user portrait data, characterized in that: The method comprises: Step S101, establishing an enterprise value chain model according to the decomposition of the enterprise strategic goals, specifically comprising: obtaining enterprise management target data according to the decomposition of the enterprise strategic goals, identifying key management objects, obtaining target performance of management objects according to the enterprise management target data and the key management objects, and establishing a value chain model of enterprise management objects according to a weight analysis method; Step S102: Determine the key management objects, performance indicators of the key management objects and influencing factors of the performance indicators in the value chain according to the value chain model; Step S103, establishing a performance evaluation model for the management object, and establishing a portrait description of the management object, wherein the establishment of the performance evaluation model for the management object is specifically: establishing a performance evaluation model for the management object according to the performance indicators of the key management objects in the enterprise value chain model and the influencing factors of the performance indicators, and the establishment of the performance evaluation model for the management object according to the performance indicators of the key management objects in the enterprise value chain model and the influencing factors of the performance indicators specifically includes: decomposing the resource influencing factor information affecting the management object, determining the weight of the influencing factor according to experience and data, obtaining the performance evaluation result through analysis and calculation, comparing the calculated performance evaluation result with the actual result to obtain the analysis result, adjusting and optimizing the performance evaluation model according to the analysis result, and obtaining the final performance evaluation model, and the establishment of the portrait description of the management object specifically includes: obtaining the basic information, performance indicators and resource basic data of the management object in the performance evaluation model, and creating a portrait for the management object according to the basic information, performance indicators and resource basic data of the management object; Step S104: monitor the management process according to the performance evaluation model and the portrait description, determine the management path by adjusting the performance of key management objects and the influencing factors of performance indicators, and perform intelligent auxiliary decision-making according to the management path, wherein the management path is determined specifically as follows: by adjusting the performance of key management objects and the influencing factors of performance indicators, predicting different performance results of the management objects, selecting the optimal management path according to the target performance requirements of the management objects, and ensuring that the management performance goals of the management objects are achieved.

2. The method according to claim 1, characterized in that The establishing of the management object performance evaluation model according to the performance indicators of the key management object and the influencing factors is specifically: establishing the management object performance evaluation model according to the performance indicators of the key management object and the influencing factors by a first preset method; The first preset method is specifically: a hierarchical analysis method and / or a fuzzy evaluation method.

3. An intelligent decision-making system based on user portrait data, characterized in that: The system comprises: The first establishment module is used to establish an enterprise value chain model according to the decomposition of the enterprise strategic goals, specifically including: obtaining enterprise management target data according to the decomposition of the enterprise strategic goals, identifying key management objects, obtaining target performance of management objects according to the enterprise management target data and the key management objects, and establishing a value chain model of enterprise management objects according to the weight analysis method; A determination module is used to determine the key management objects, the performance of the key management objects and the influencing factors of the performance indicators in the value chain according to the value chain model; The second establishment module is used to establish a performance evaluation model for the management object; The third establishment module is used to establish a portrait description of the management object, wherein the establishment of the performance evaluation model of the management object is specifically: establishing a management object performance evaluation model according to the performance indicators of the key management objects in the enterprise value chain model and the influencing factors of the performance indicators, and the establishment of the management object performance evaluation model according to the performance indicators of the key management objects in the enterprise value chain model and the influencing factors of the performance indicators specifically includes: decomposing the resource influencing factor information affecting the management object, determining the weight of the influencing factor according to experience and data, obtaining the performance evaluation result through analysis and calculation, comparing the calculated performance evaluation result with the actual result to obtain the analysis result, adjusting and optimizing the performance evaluation model according to the analysis result, and obtaining the final performance evaluation model, and the establishment of the management object portrait description specifically includes: obtaining the basic information, performance indicators and resource basic data of the management object in the performance evaluation model, and creating a portrait for the management object according to the basic information, performance indicators and resource basic data of the management object; The decision-making module is used to monitor the management process according to the performance evaluation model and the portrait description, determine the management path by adjusting the performance of key management objects and the influencing factors of performance indicators, and perform intelligent auxiliary decision-making according to the management path, wherein the management path is determined specifically as follows: by adjusting the performance of key management objects and the influencing factors of performance indicators, different performance results of the management objects are predicted, and according to the target performance requirements of the management objects, the optimal management path is selected to ensure that the management performance goals of the management objects are achieved.

4. An electronic device, characterized in that: include: Processor and memory; The memory is used to store computer programs; The processor is used to execute the intelligent decision-making method based on user portrait data as described in any one of claims 1 to 2 by calling the computer program.

5. A computer-readable storage medium, characterized in that: The computer storage medium is used to store a computer program, which, when executed on a computer, enables the computer to execute the intelligent decision-making method based on user portrait data as described in any one of claims 1 to 2.

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