CN116523471B - Information generation method, apparatus, electronic device and computer readable medium - Google Patents
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Abstract
Embodiments of the present disclosure disclose an information generation method, an apparatus, an electronic device, and a computer readable medium. One embodiment of the method comprises the following steps: acquiring project planning information of an imported target project; responding to and determining that project planning information is imported, and receiving a responsibility book of a target project; generating project preparation information of a target project; based on project planning information and project preparation information, pre-controlling and managing the implementation process of the target engineering project; and responding to the completion of the construction of the determined target engineering project, and generating project evaluation information of the target engineering project. The implementation realizes the data management of the whole process of engineering project from planning, preparing, implementing and improving.
Description
Technical Field
Embodiments of the present disclosure relate to the field of computer technology, and in particular, to an information generating method, an apparatus, an electronic device, and a computer readable medium.
Background
The engineering consultation technology is a technology which provides relevant information for engineering construction project decision and management of government departments, project owners and other various clients by using knowledge and experience in the aspects of multiple disciplines such as engineering technology, scientific technology and the like. Currently, when engineering consultation is provided, the following methods are generally adopted: the survey, design, construction cost consultation, construction and other plates of the engineering project are respectively responsible for different departments or platforms.
However, when engineering consultation is provided in the above manner, there are often the following technical problems:
firstly, the information faults and the information islands are easy to appear, so that the project information level is behind, and the production efficiency is low.
Secondly, the engineering consultation information is mainly generated manually and is easily influenced by experience and individual difference of people, so that the engineering consultation information is not scientific and accurate enough.
Disclosure of Invention
The disclosure is in part intended to introduce concepts in a simplified form that are further described below in the detailed description. The disclosure is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.
Some embodiments of the present disclosure propose information generation methods, apparatuses, electronic devices, and computer-readable media to solve one or more of the technical problems mentioned in the background section above.
In a first aspect, some embodiments of the present disclosure provide an information generating method, the method including: acquiring and importing project planning information of a target project, wherein the project planning information comprises the following steps: project background investigation information, project demand analysis information, project target demonstration information, project propulsion panorama and project operation mechanism information; receiving a responsibility book of the target engineering project in response to and after determining that the project planning information is imported; generating project preparation information of the target engineering project, wherein the project preparation information comprises a investigation fight map and a recruitment fight map; pre-controlling and managing the implementation process of the target engineering project based on the project planning information and the project preparation information; and generating project evaluation information of the target project in response to and after the construction of the target project is completed.
In a second aspect, some embodiments of the present disclosure provide an information generating apparatus, the apparatus including: an acquisition and import unit configured to acquire and import project plan information of a target project, wherein the project plan information includes: project background investigation information, project demand analysis information, project target demonstration information, project propulsion panorama and project operation mechanism information; a receiving unit configured to receive a responsibility book of the target engineering project in response to and in response to determining that the project planning information has been imported; a first generation unit configured to generate project preparation information of the target project, wherein the project preparation information includes a survey fight pattern and a recruitment fight pattern; a pre-control and management unit configured to pre-control and manage the implementation process of the target engineering project in the project planning information and the project preparation information; and a second generation unit configured to generate project evaluation information of the target project in response to the completion of the construction of the target project.
In a third aspect, some embodiments of the present disclosure provide an electronic device comprising: one or more processors; a storage device having one or more programs stored thereon, which when executed by one or more processors causes the one or more processors to implement the method described in any of the implementations of the first aspect above.
In a fourth aspect, some embodiments of the present disclosure provide a computer readable medium having a computer program stored thereon, wherein the program, when executed by a processor, implements the method described in any of the implementations of the first aspect above.
The above embodiments of the present disclosure have the following advantageous effects: by the information generation method of some embodiments of the present disclosure, the data management and control of the engineering project from planning, preparing, implementing and improving the whole process is realized by using the quantity and quality of big data and the whole process digital management and control platform. Specifically, the "information fault" and "information island" are liable to occur, which results in the level of project information being behind, and the production efficiency is low because: the survey, design, construction cost consultation, construction and other plates of the engineering project are respectively responsible for different departments or platforms. Based on this, the information generating method of some embodiments of the present disclosure first acquires and imports project planning information of a target project, wherein the project planning information includes: project background investigation information, project demand analysis information, project target demonstration information, project propulsion panorama and project operation mechanism information. Then, in response to and in response to determining that the project planning information has been imported, a responsibility book for the target project is received. Therefore, the acquired project planning information and related information of the target project are imported to the digital management and control platform, so that the management and control of the whole process can be conveniently realized through a unified platform. Next, project preparation information of the target project is generated, wherein the project preparation information includes a survey operation map and a recruitment operation map. Therefore, the management and control of engineering projects in the preparation stage are realized through the digital management and control platform. And then, pre-controlling and controlling the implementation process of the target engineering project based on the project planning information and the project preparation information. Therefore, the management and control of engineering projects in the implementation stage are realized through the digital management and control platform. And finally, responding to and determining that the construction of the target engineering project is finished, and generating project evaluation information of the target engineering project. Therefore, the management and control of engineering projects at the later stage of implementation are realized through the digital management and control platform.
Drawings
The above and other features, advantages, and aspects of embodiments of the present disclosure will become more apparent by reference to the following detailed description when taken in conjunction with the accompanying drawings. The same or similar reference numbers will be used throughout the drawings to refer to the same or like elements. It should be understood that the figures are schematic and that elements and components are not necessarily drawn to scale.
FIG. 1 is a flow chart of some embodiments of an information generation method according to the present disclosure;
FIG. 2 is a schematic structural diagram of some embodiments of an information generating apparatus of the present disclosure;
fig. 3 is a schematic structural diagram of an electronic device suitable for use in implementing some embodiments of the present disclosure.
Description of the embodiments
Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete. It should be understood that the drawings and embodiments of the present disclosure are for illustration purposes only and are not intended to limit the scope of the present disclosure.
It should be noted that, for convenience of description, only the portions related to the present invention are shown in the drawings. Embodiments of the present disclosure and features of embodiments may be combined with each other without conflict.
It should be noted that the terms "first," "second," and the like in this disclosure are merely used to distinguish between different devices, modules, or units and are not used to define an order or interdependence of functions performed by the devices, modules, or units.
It should be noted that references to "one", "a plurality" and "a plurality" in this disclosure are intended to be illustrative rather than limiting, and those of ordinary skill in the art will appreciate that "one or more" is intended to be understood as "one or more" unless the context clearly indicates otherwise.
The names of messages or information interacted between the various devices in the embodiments of the present disclosure are for illustrative purposes only and are not intended to limit the scope of such messages or information.
Referring to fig. 1, a flow 100 of some embodiments of an information generation method according to the present disclosure is shown. The information generating method comprises the following steps:
step 101, acquiring project planning information of an imported target project.
In some embodiments, the execution body of the information generating method may acquire and import project planning information of the target project through a wired connection manner or a wireless connection manner. The project planning information may include: project background investigation information, project demand analysis information, project target demonstration information, project propulsion panorama and project operation mechanism information. The project requirement analysis information may include project building plan information and project economic plan information. The project objective demonstration information may include project quality objective demonstration information and project investment objective demonstration information. The item-advancing panorama may include: construction mode information, milestone nodes, operation organization architecture, and recruitment plan information. The item operation mechanism information may include: work breakdown structure, responsibility and authorization information, and system and process information. The execution subject of the information generation method can be a digital management and control platform. The project planning information of the target project may be imported into the digital management and control platform.
Step 102, receiving a responsibility book of the target engineering project in response to and in response to determining that project planning information has been imported.
In some embodiments, the executive may receive responsibility books for the target project in response to and in response to determining that the project plan information has been imported.
Step 103, generating project preparation information of the target project.
In some embodiments, the fight graph may be a wall-mounted working scheme with progress nodes of engineering projects as targets, logical relationships as lines, work decomposition structures as elements, and matching various resources and responsibilities. The project preparation information includes a survey fight pattern and a recruitment fight pattern. The execution body may generate project preparation information of the target project, and may include the steps of:
firstly, carding the design interface of the target engineering project and decomposing the quota design index to obtain design interface carding and overall information and quota design index decomposing information. The carding processing of the design interface of the target engineering project can be multidimensional carding of a design range, an interface and a time sequence.
And secondly, determining delivery standards, depth, progress and quota of the investigation result to obtain investigation result guiding information.
Thirdly, tracking control and value analysis processing are carried out on the investigation process according to the design interface carding and overall information, the limit design index decomposing information and the investigation result guiding information, and investigation process tracking control information and investigation process value analysis information are obtained.
And fourthly, performing quality verification and index verification on the investigation result in response to determining that the investigation process is finished, and obtaining investigation result quality verification information and investigation result index verification information.
Fifthly, determining the design interface carding and overall information, the limit design index decomposition information, the investigation result guiding information, the investigation process tracking management and control information, the investigation process value analysis information, the investigation result quality verification information and the investigation result index verification information as information in the investigation operation map.
In some optional implementations of some embodiments, the executing body may generate project preparation information of the target project, and further include the following steps:
the first step, generating the recruitment technology standard of the target engineering project, wherein the recruitment technology standard can comprise: sender requirements, technical specifications, and brand recommendations.
And secondly, carrying out consistency check on the bidding matched file of the target engineering project based on the bidding technical standard to obtain consistency check information. The consistency check may be to determine whether the bidding matched file of the target engineering project meets the bidding technological standard.
And thirdly, determining the recruitment technical standard and the consistency check information as information in the recruitment operation chart.
Step 104, pre-controlling and managing the implementation process of the target engineering project based on the project planning information and the project preparation information.
In some embodiments, the executing body pre-controls and manages the implementation process of the target engineering project based on the project planning information and the project preparation information, and the method may include the following steps:
and in the first step, in response to determining that the target engineering project is marked, performing label clearing processing and contract risk analysis on the target engineering project to obtain third-party risk pre-control information. And performing contract risk analysis on the target engineering project by using a preset contract risk analysis model.
And secondly, acquiring a drawing review technical economic analysis result of the target engineering project.
Thirdly, performing group design examination and scheme examination on the target engineering project to obtain group design examination information and scheme examination information. The group design examination and the scheme examination can be performed on the target engineering project according to preset examination information.
And fourthly, determining the technical and economic analysis result of the drawing consultation, the construction design examination information and the scheme examination information as quality risk pre-control information.
And fifthly, carding and backing up the handover file of the target engineering project to obtain the delivery risk pre-control information. The handover file may include batch procedures and process data.
And a sixth step of determining the third-party risk pre-control information, the quality risk pre-control information and the delivery risk pre-control information as information in a construction preparation combat graph.
And seventhly, performing value tracking control and project intelligent control on the target engineering project to obtain value tracking control information and project intelligent control information.
And eighth step, determining the value tracking management and control information and the project intelligent management and control information as information in a construction process fight map.
And 105, generating project evaluation information of the target project in response to the completion of construction of the target project.
In some embodiments, the executing body may generate project evaluation information of the target project in response to determining that the target project is constructed, and may include the steps of:
the first step is to compare each item of data before implementation of the target engineering project with each item of data after implementation to generate combat verification information.
And secondly, responding to the fact that the delivery time of the target engineering project reaches the preset time, and acquiring the actual running condition and external feedback information of the target engineering project.
And thirdly, generating bidirectional multi-disc information based on the actual running condition and the external feedback information. The actual operation condition and the external feedback information can be combined to be used as bidirectional multi-disc information.
And step four, generating project management suggestion information according to the bidirectional multi-disc information. Wherein project management advice information may be generated for the collection using pre-generated matching information. The matching information pairs in the matching information pair set comprise reference bidirectional multi-disc information and reference project management suggestion information. The bi-directional multi-disc information may be text matched with the reference bi-directional multi-disc information in each of the matching information pairs in the set of matching information pairs. And taking the reference project management suggestion information in the matching information pair with the highest matching degree of the included reference bidirectional multi-disc information as project management suggestion information of the target project.
And fifthly, transmitting the project management suggestion information to a target terminal. The target terminal may be a terminal device of a sender, or may be a terminal device of a total consultant of the target engineering project.
Optionally, the executing body performs value tracking control and project intelligent control on the target engineering project to obtain value tracking control information and project intelligent control information, which may include the following steps:
the first step, responding to the condition meeting the preset condition, grabbing the data of the target engineering project to obtain the information of the control object. The preset condition may be that a time interval between a current time point and a time point at which the target engineering project starts to be implemented meets a time interval condition, or that the data interaction amount is detected to reach a preset data interaction amount, where the time interval condition is that the time interval is an integer multiple of a basic time interval.
As an example, the above-described preset data interaction amount may be 1G. The base time interval may be 48 hours.
And secondly, inputting the control object information into a target intelligent control model to obtain intelligent control information.
And thirdly, generating reference management and control information according to the intelligent management and control information in response to determining that the intelligent management and control information meets the early warning condition. The early warning condition may be that the intelligent management and control information includes at least one early warning keyword. The pre-warning keywords may be preset.
And step four, the intelligent control information and the reference control information are sent to a control terminal.
And fifthly, responding to the received management and control information sent by the management and control terminal, and adjusting the data of the target engineering project in real time according to the management and control information.
The step of obtaining the value tracking control information and the project intelligent control information and the unfolding step are taken as an invention point of the embodiment of the disclosure, so that the technical problem mentioned in the background art, namely the engineering consultation information is mainly generated manually and is easily influenced by experience and individual difference of people, and the engineering consultation information is not scientific and accurate enough, is solved. Factors that cause the above technical problems are often as follows: engineering consultation information is mainly generated manually and is easily influenced by experience and individual difference of people. If the above factors are solved, the effect of improving the scientificity and accuracy of engineering consultation information can be achieved. To achieve this effect, the present disclosure first, in response to satisfaction of a preset condition, grabs data of the above-described target engineering project, and obtains management and control object information. The preset condition may be that a time interval between a current time point and a time point at which the target engineering project starts to be implemented meets a time interval condition, or that the data interaction amount is detected to reach a preset data interaction amount, where the time interval condition is that the time interval is an integer multiple of a basic time interval. Therefore, the digital control platform can automatically trigger the data grabbing operation according to preset conditions. And then, inputting the control object information into a target intelligent control model to obtain intelligent control information. Therefore, a target intelligent management and control model is introduced, and the artificial intelligent model can be used for assisting in pre-judgment. And then, in response to determining that the intelligent control information meets the early warning condition, generating reference control information according to the intelligent control information. The early warning condition may be that the intelligent management and control information includes at least one early warning keyword. The pre-warning keywords may be preset. And then, the intelligent control information and the reference control information are sent to a control terminal. Therefore, the reference management and control information generated by the digital management and control platform can be used as a reference to be provided to the management and control terminal, and the reference is provided for the concrete management and control terminal. And finally, responding to the received management and control information sent by the management and control terminal, and adjusting the data of the target engineering project in real time according to the management and control information.
Optionally, the target intelligent management and control model is generated by the following steps:
step one, acquiring historical engineering project information to obtain a historical engineering project information set. Wherein, the historical engineering project information in the historical engineering project information set can comprise at least one piece of historical engineering project sub-information.
And secondly, determining the managed historical engineering project sub-information from the historical engineering project information in the obtained historical engineering project information set by utilizing a logistic regression model to obtain the managed historical engineering project sub-information set.
And thirdly, setting an initial classifier model according to the quantity of the management and control historical engineering project information in the management and control historical engineering project information set, and obtaining an initial classifier model set. The number of the initial classifier models in the initial classifier model set is the same as the number of the management history project information in the management history project information set. Each initial classifier model in the set of initial classifier models corresponds to one of the set of managed historical engineering project information.
And step four, selecting two pieces of history engineering project information from the history engineering project information set at will, and deleting the history engineering project sub-information which is not matched with the management history engineering project sub-information in the management history engineering project sub-information set in the selected history engineering project information, so as to obtain a training data set and a verification data set. The history project sub-information that is not matched with the management history project sub-information in the management history project sub-information set may be history project sub-information that is not in the management history project sub-information set.
And fifthly, training each initial classifier model in the initial classifier model set by using the training data set to obtain a target classifier model set.
And sixthly, classifying the verification data set by using each target classifier model in the target classifier model set to obtain a classification result set.
And seventh, determining the classification accuracy of each classification result in the classification result set to obtain a classification accuracy set.
And eighth step, normalizing each classification accuracy in the classification accuracy set to obtain a weight value set.
And ninth, combining all the target classifier models in the target classifier model set according to the weight value set to obtain a target intelligent management and control model.
The generating step of the target intelligent management and control model is taken as an invention point of the embodiment of the disclosure, so that the technical problem two mentioned in the background art is further solved, namely engineering consultation information is mainly generated manually and is easily influenced by experience and individual difference of people, and the engineering consultation information is not scientific and accurate enough. Factors that cause the above technical problems are often as follows: engineering consultation information is mainly generated manually and is easily influenced by experience and individual difference of people. If the factors are solved, the effect of timely early warning according to the monitoring data can be achieved, effective measures can be taken before early warning, and the situation that the infection range is possibly widened is avoided. If the above factors are solved, the effect of improving the scientificity and accuracy of engineering consultation information can be achieved. In order to achieve the effect, the method and the device firstly utilize a logistic regression model to determine the managed historical engineering project sub-information from the obtained historical engineering project information, and obtain a managed historical engineering project sub-information set. And then, respectively determining the weight of each management and control history project sub-information in the management and control history project sub-information set by utilizing a plurality of classifier models. The higher the weight, the higher the need for regulatory control. Furthermore, project engineering information with higher weight value can be collected and monitored in real time and uninterruptedly. Therefore, the pre-warning prepositivity is improved through further targeted data acquisition and detection. Further reducing the occurrence of significant risks in the overall process of project implementation.
In some optional implementations of some embodiments, the executing body may execute the following steps:
first, the item evaluation information is stored.
And a second step of transmitting the item evaluation information to a target terminal.
The above embodiments of the present disclosure have the following advantageous effects: by the information generation method of some embodiments of the present disclosure, the data management and control of the engineering project from planning, preparing, implementing and improving the whole process is realized by using the quantity and quality of big data and the whole process digital management and control platform. Specifically, the "information fault" and "information island" are liable to occur, which results in the level of project information being behind, and the production efficiency is low because: the survey, design, construction cost consultation, construction and other plates of the engineering project are respectively responsible for different departments or platforms. Based on this, the information generating method of some embodiments of the present disclosure first acquires and imports project planning information of a target project, wherein the project planning information includes: project background investigation information, project demand analysis information, project target demonstration information, project propulsion panorama and project operation mechanism information. Then, in response to and in response to determining that the project planning information has been imported, a responsibility book for the target project is received. Therefore, the acquired project planning information and related information of the target project are imported to the digital management and control platform, so that the management and control of the whole process can be conveniently realized through a unified platform. Next, project preparation information of the target project is generated, wherein the project preparation information includes a survey operation map and a recruitment operation map. Therefore, the management and control of engineering projects in the preparation stage are realized through the digital management and control platform. And then, pre-controlling and controlling the implementation process of the target engineering project based on the project planning information and the project preparation information. Therefore, the management and control of engineering projects in the implementation stage are realized through the digital management and control platform. And finally, responding to and determining that the construction of the target engineering project is finished, and generating project evaluation information of the target engineering project. Therefore, the management and control of engineering projects at the later stage of implementation are realized through the digital management and control platform.
With further reference to fig. 2, as an implementation of the method shown in the above figures, the present disclosure provides some embodiments of an information generating apparatus, which correspond to those method embodiments shown in fig. 1, and which are particularly applicable in various electronic devices.
As shown in fig. 2, the information generating apparatus 200 of some embodiments includes: an acquisition and import unit 201, a receiving unit 202, a first generation unit 203, a pre-control and management unit 204 and a second generation unit 205. Wherein the acquiring and importing unit 201 is configured to acquire and import project planning information of a target project, where the project planning information includes: project background investigation information, project demand analysis information, project target demonstration information, project propulsion panorama and project operation mechanism information; a receiving unit 202 configured to receive a responsibility book of the target engineering project in response to and in response to determining that the project planning information has been imported; a first generation unit 203 configured to generate project preparation information of the target project, wherein the project preparation information includes a survey fight pattern and a recruitment fight pattern; a pre-control and management unit 204 configured to pre-control and manage the implementation process of the target engineering project in the project planning information and the project preparation information; the second generating unit 205 is configured to generate project evaluation information of the target project in response to the completion of the construction of the target project.
It will be appreciated that the elements described in the information generating apparatus 200 correspond to the respective steps in the method described with reference to fig. 1. Thus, the operations, features and advantages described above for the method are equally applicable to the information generating apparatus 200 and the units contained therein, and are not described here again.
Referring now to fig. 3, a schematic diagram of an electronic device 300 suitable for use in implementing some embodiments of the present disclosure is shown. The electronic device shown in fig. 3 is merely an example and should not impose any limitations on the functionality and scope of use of embodiments of the present disclosure.
As shown in fig. 3, the electronic device 300 may include a processing means (e.g., a central processing unit, a graphics processor, etc.) 301 that may perform various suitable actions and processes in accordance with a program stored in a Read Only Memory (ROM) 302 or a program loaded from a storage means 308 into a Random Access Memory (RAM) 303. In the RAM 303, various programs and data required for the operation of the electronic apparatus 300 are also stored. The processing device 301, the ROM 302, and the RAM 303 are connected to each other via a bus 304. An input/output (I/O) interface 305 is also connected to bus 304.
In general, the following devices may be connected to the I/O interface 305: input devices 306 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; an output device 307 including, for example, a Liquid Crystal Display (LCD), a speaker, a vibrator, and the like; and communication means 309. The communication means 309 may allow the electronic device 300 to communicate with other devices wirelessly or by wire to exchange data. While fig. 3 shows an electronic device 300 having various means, it is to be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may be implemented or provided instead. Each block shown in fig. 3 may represent one device or a plurality of devices as needed.
In particular, according to some embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, some embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method shown in the flow chart. In such embodiments, the computer program may be downloaded and installed from a network via communications device 309, or from storage device 308, or from ROM 302. The above-described functions defined in the methods of some embodiments of the present disclosure are performed when the computer program is executed by the processing means 301.
It should be noted that, the computer readable medium described in some embodiments of the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, 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 disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In some embodiments of the present disclosure, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In some embodiments of the present disclosure, however, the computer-readable signal medium may comprise a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.
In some implementations, the clients, servers may communicate using any currently known or future developed network protocol, such as HTTP (HyperText Transfer Protocol ), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the internet (e.g., the internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed networks.
The computer readable medium may be contained in the electronic device; or may exist alone without being incorporated into the electronic device. The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: acquiring and importing project planning information of a target project, wherein the project planning information comprises the following steps: project background investigation information, project demand analysis information, project target demonstration information, project propulsion panorama and project operation mechanism information; receiving a responsibility book of the target engineering project in response to and after determining that the project planning information is imported; generating project preparation information of the target engineering project, wherein the project preparation information comprises a investigation fight map and a recruitment fight map; pre-controlling and managing the implementation process of the target engineering project based on the project planning information and the project preparation information; and generating project evaluation information of the target project in response to and after the construction of the target project is completed.
Computer program code for carrying out operations for some embodiments of the present disclosure may be written in one or more programming languages, including an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units described in some embodiments of the present disclosure may be implemented by means of software, or may be implemented by means of hardware. The described units may also be provided in a processor, for example, described as: a processor includes an acquisition and import unit, a receiving unit, a first generation unit, a pre-control and management unit, and a second generation unit. The names of these units do not constitute limitations on the unit itself in some cases, and for example, the acquisition and import unit may also be described as "a unit that acquires and imports project planning information of a target project".
The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.
Claims (9)
1. An information generating method, characterized in that:
acquiring and importing project planning information of a target project, wherein the project planning information comprises the following steps: project background investigation information, project demand analysis information, project target demonstration information, project propulsion panorama and project operation mechanism information;
Receiving a responsibility book of the target engineering project in response to and in accordance with the determination that the project planning information has been imported;
generating project preparation information of the target engineering project, wherein the project preparation information comprises a investigation fight map and a recruitment fight map;
the implementation process of the target engineering project is pre-controlled and managed based on the project planning information and the project preparation information, wherein the implementation process of the target engineering project is pre-controlled and managed based on the project planning information and the project preparation information, and the implementation process comprises the following steps:
in response to determining that the target engineering project is marked, performing marking clearing processing and contract risk analysis on the target engineering project to obtain third-party risk pre-control information;
acquiring a drawing review technical economic analysis result of the target engineering project;
performing group design examination and scheme examination on the target engineering project to obtain group design examination information and scheme examination information;
determining the economic analysis result of the drawing review technology, the grouping design review information and the scheme review information as quality risk pre-control information;
carding and backing up the handover file of the target engineering project to obtain the handover risk pre-control information, wherein the handover file comprises wholesale procedures and process data;
Determining the third-party risk pre-control information, the quality risk pre-control information and the delivery risk pre-control information as information in a construction preparation combat graph;
performing value tracking control and project intelligent control on the target engineering project to obtain value tracking control information and project intelligent control information, wherein the value tracking control and project intelligent control on the target engineering project to obtain value tracking control information and project intelligent control information comprises the following steps:
responding to the condition that the time interval between the current time point and the time point of the target engineering project is met or the condition that the data interaction amount reaches the preset data interaction amount is detected, and obtaining control object information, wherein the preset condition is that the time interval between the current time point and the time point of the target engineering project to be implemented meets the time interval condition, and the time interval condition is that the time interval is integral multiple of the basic time interval;
inputting the control object information into a target intelligent control model to obtain intelligent control information, wherein the target intelligent control model is generated through the following steps:
acquiring historical engineering project information to obtain a historical engineering project information set, wherein the historical engineering project information in the historical engineering project information set comprises at least one piece of historical engineering project sub-information;
Determining the managed historical engineering project sub-information from the historical engineering project information in the obtained historical engineering project information set by utilizing a logistic regression model to obtain a managed historical engineering project sub-information set;
setting initial classifier models according to the quantity of the management history project information in the management history project information set to obtain an initial classifier model set, wherein the quantity of the initial classifier models in the initial classifier model set is the same as the quantity of the management history project information in the management history project information set, and each initial classifier model in the initial classifier model set corresponds to one management history project information in the management history project information set;
two pieces of history engineering project information are selected from the history engineering project information set at will, and history engineering project sub-information which is not matched with the management history engineering project sub-information in the management history engineering project sub-information set in the selected history engineering project information is deleted to obtain a training data set and a verification data set, wherein the history engineering project sub-information which is not matched with the management history engineering project sub-information in the management history engineering project sub-information set is the history engineering project sub-information which is not in the management history engineering project sub-information set;
Training each initial classifier model in the initial classifier model set by using the training data set to obtain a target classifier model set;
classifying the verification data set by utilizing each target classifier model in the target classifier model set respectively to obtain a classification result set;
determining the classification accuracy of each classification result in the classification result set to obtain a classification accuracy set;
normalizing each classification accuracy in the classification accuracy set to obtain a weight value set;
combining each target classifier model in the target classifier model set according to the weight value set to obtain a target intelligent management and control model;
generating reference management and control information according to the intelligent management and control information in response to determining that the intelligent management and control information meets an early warning condition, wherein the early warning condition is that the intelligent management and control information comprises at least one early warning keyword, and the early warning keyword is preset;
the intelligent control information and the reference control information are sent to a control terminal;
responding to the received management and control information sent by the management and control terminal, and adjusting the data of the target engineering project in real time according to the management and control information;
Determining the value tracking management and control information and the project intelligent management and control information as information in a construction process fight map;
and responding to and determining that the construction of the target engineering project is finished, and generating project evaluation information of the target engineering project.
2. The method according to claim 1, wherein the method further comprises:
storing the item evaluation information;
and sending the item evaluation information to a target terminal.
3. The method of claim 2, wherein the project requirement analysis information includes project building plan information and project economic plan information, the project objective demonstration information includes project quality objective demonstration information and project investment objective demonstration information, and the project propulsion panorama comprises: construction mode information, milestone nodes, operation organization architecture and recruitment plan information, wherein the project operation mechanism information comprises the following components: work breakdown structure, responsibility and authorization information, and system and process information.
4. A method according to claim 3, wherein said generating project preparation information for said target project comprises:
carding the design interface of the target engineering project and decomposing the quota design index to obtain design interface carding and overall information and quota design index decomposing information;
Determining delivery standards, depth, progress and quota of the investigation result to obtain investigation result guiding information;
according to the design interface carding and overall information, the limit design index decomposing information and the investigation result guiding information, tracking control and value analysis processing are carried out on the investigation process, and investigation process tracking control information and investigation process value analysis information are obtained;
in response to determining that the investigation process is finished, performing quality verification and index verification on the investigation result to obtain investigation result quality verification information and investigation result index verification information;
and determining the design interface carding and overall information, limit design index decomposing information, investigation result guiding information, investigation process tracking management and control information, investigation process value analysis information, investigation result quality verification information and investigation result index verification information as information in the investigation operation map.
5. The method of claim 4, wherein generating project preparation information for the target project further comprises:
generating a recruitment technical standard of the target engineering project, wherein the recruitment technical standard comprises: sender requirements, technical specifications, and brand suggestions;
Consistency test is carried out on the bidding matched file of the target engineering project based on the bidding technical standard, so that consistency test information is obtained;
and determining the recruitment technical standard and the consistency check information as information in the recruitment fight graph.
6. The method of claim 5, wherein the responding to and determining that the target project is completed, generating project rating information for the target project comprises:
comparing various data before implementation of the target engineering project with various data after implementation to generate combat verification information;
acquiring actual running conditions and external feedback information of the target engineering project in response to determining that the delivery time of the target engineering project reaches a preset time;
generating bidirectional multi-disc information based on the actual running condition and the external feedback information;
generating project management suggestion information according to the bidirectional multi-disc information;
and sending the project management suggestion information to a target terminal.
7. An information generating apparatus, characterized in that:
an acquisition and import unit configured to acquire and import project plan information of a target project, wherein the project plan information includes: project background investigation information, project demand analysis information, project target demonstration information, project propulsion panorama and project operation mechanism information;
A receiving unit configured to receive a responsibility book of the target engineering project in response to and in response to determining that the project planning information has been imported;
a first generation unit configured to generate project preparation information of the target engineering project, wherein the project preparation information includes a survey fight pattern and a recruitment fight pattern;
a pre-control and management unit configured to pre-control and manage an implementation process of the target engineering project based on the project planning information and the project preparation information, wherein the pre-control and management of the implementation process of the target engineering project based on the project planning information and the project preparation information includes:
in response to determining that the target engineering project is marked, performing marking clearing processing and contract risk analysis on the target engineering project to obtain third-party risk pre-control information;
acquiring a drawing review technical economic analysis result of the target engineering project;
performing group design examination and scheme examination on the target engineering project to obtain group design examination information and scheme examination information;
determining the economic analysis result of the drawing review technology, the grouping design review information and the scheme review information as quality risk pre-control information;
Carding and backing up the handover file of the target engineering project to obtain the handover risk pre-control information, wherein the handover file comprises wholesale procedures and process data;
determining the third-party risk pre-control information, the quality risk pre-control information and the delivery risk pre-control information as information in a construction preparation combat graph;
performing value tracking control and project intelligent control on the target engineering project to obtain value tracking control information and project intelligent control information, wherein the value tracking control and project intelligent control on the target engineering project to obtain value tracking control information and project intelligent control information comprises the following steps:
responding to the condition that the time interval between the current time point and the time point of the target engineering project is met or the condition that the data interaction amount reaches the preset data interaction amount is detected, and obtaining control object information, wherein the preset condition is that the time interval between the current time point and the time point of the target engineering project to be implemented meets the time interval condition, and the time interval condition is that the time interval is integral multiple of the basic time interval;
inputting the control object information into a target intelligent control model to obtain intelligent control information, wherein the target intelligent control model is generated through the following steps:
Acquiring historical engineering project information to obtain a historical engineering project information set, wherein the historical engineering project information in the historical engineering project information set comprises at least one piece of historical engineering project sub-information;
determining the managed historical engineering project sub-information from the historical engineering project information in the obtained historical engineering project information set by utilizing a logistic regression model to obtain a managed historical engineering project sub-information set;
setting initial classifier models according to the quantity of the management history project information in the management history project information set to obtain an initial classifier model set, wherein the quantity of the initial classifier models in the initial classifier model set is the same as the quantity of the management history project information in the management history project information set, and each initial classifier model in the initial classifier model set corresponds to one management history project information in the management history project information set;
two pieces of history engineering project information are selected from the history engineering project information set at will, and history engineering project sub-information which is not matched with the management history engineering project sub-information in the management history engineering project sub-information set in the selected history engineering project information is deleted to obtain a training data set and a verification data set, wherein the history engineering project sub-information which is not matched with the management history engineering project sub-information in the management history engineering project sub-information set is the history engineering project sub-information which is not in the management history engineering project sub-information set;
Training each initial classifier model in the initial classifier model set by using the training data set to obtain a target classifier model set;
classifying the verification data set by utilizing each target classifier model in the target classifier model set respectively to obtain a classification result set;
determining the classification accuracy of each classification result in the classification result set to obtain a classification accuracy set;
normalizing each classification accuracy in the classification accuracy set to obtain a weight value set;
combining each target classifier model in the target classifier model set according to the weight value set to obtain a target intelligent management and control model;
generating reference management and control information according to the intelligent management and control information in response to determining that the intelligent management and control information meets an early warning condition, wherein the early warning condition is that the intelligent management and control information comprises at least one early warning keyword, and the early warning keyword is preset;
the intelligent control information and the reference control information are sent to a control terminal;
responding to the received management and control information sent by the management and control terminal, and adjusting the data of the target engineering project in real time according to the management and control information;
Determining the value tracking management and control information and the project intelligent management and control information as information in a construction process fight map;
and a second generation unit configured to generate project evaluation information of the target project in response to and in response to determining that the target project is constructed.
8. An electronic device, characterized in that:
one or more processors;
a storage device having one or more programs stored thereon,
when executed by the one or more processors, causes the one or more processors to implement the method of any of claims 1-6.
9. A computer readable medium, on which a computer program is stored, characterized in that the program, when being executed by a processor, implements the method according to any of claims 1-6.
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