CN112580915A - Project milestone determination method and device, storage medium and electronic equipment - Google Patents

Project milestone determination method and device, storage medium and electronic equipment Download PDF

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CN112580915A
CN112580915A CN201910943537.4A CN201910943537A CN112580915A CN 112580915 A CN112580915 A CN 112580915A CN 201910943537 A CN201910943537 A CN 201910943537A CN 112580915 A CN112580915 A CN 112580915A
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宋艳丽
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Beijing Gridsum Technology Co Ltd
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Abstract

The invention provides a project milestone determination method, a project milestone determination device, a storage medium and electronic equipment. And then determining the project attribute of the target project based on the parameter information, and acquiring milestone data corresponding to the project attribute in a milestone rule base. And then, determining the target milestone of the target project based on the milestone data and the parameter information. Therefore, the embodiment of the invention provides a project milestone determination method, which is used for determining the target milestone of a target project based on the milestone data of similar historical projects, so that the target milestone can conduct progress guidance on the project, and further the project can be executed on time.

Description

Project milestone determination method and device, storage medium and electronic equipment
Technical Field
The invention relates to the technical field of data processing, in particular to a project milestone determination method, a project milestone determination device, a storage medium and electronic equipment.
Background
With the demand of high-speed development of market economy, investment construction is continuously increased in each field, and a good project management system and environment are required to ensure ideal investment income. Due to the problems of wide project management related range, complex flow, multiple uncertain factors and the like, various problems and accidents are easily caused, such as unavailable plan, uncontrollable progress, cost overbooking, project delay and the like, the investment benefit of the project is greatly influenced, and the social and economic development is not facilitated.
Therefore, it is a technical problem to be solved by those skilled in the art how to provide a project milestone determination method to guide the progress of a project and further ensure the timely execution of the project.
Disclosure of Invention
In view of the above problems, the present invention provides a solution to overcome the above problems, as follows:
a project milestone determination method, comprising:
acquiring parameter information of a target project, wherein the parameter information comprises at least one or more of project type, investment area, investment scale, construction period, investment range, project type and investment profitability;
determining the item attribute of the target item based on the parameter information;
acquiring milestone data corresponding to the project attributes in a milestone rule base;
and determining the target milestone of the target project based on the milestone data and the parameter information.
Optionally, the determining a target milestone of the target project based on the milestone data and the parameter information includes:
determining the time proportion of each milestone node in the milestone data;
and determining the target milestone based on the time ratio and the construction period of the target project.
Optionally, the method further includes:
acquiring a configuration instruction of a user based on the target milestone;
modifying parameters of the target milestone based on the configuration instructions.
Optionally, the method further includes:
acquiring the actual execution time of each milestone node in the target project;
and inputting the actual execution time and the planned execution time of each milestone node in the target milestone into a preset machine learning model to obtain a difference analysis result.
A project milestone determination apparatus comprising:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring parameter information of a target project, and the parameter information comprises at least one or more of project type, investment area, investment scale, construction period, investment range, project type and investment profitability;
the first determining module is used for determining the item attribute of the target item based on the parameter information;
the second acquisition module is used for acquiring milestone data corresponding to the project attributes in the milestone rule base;
and the second determination module is used for determining the target milestone of the target project based on the milestone data and the parameter information.
Optionally, the second determining module includes:
the first determining unit is used for determining the time proportion of each milestone node in the milestone data;
and the second determining unit is used for determining the target milestone based on the time ratio and the construction period of the target project.
Optionally, the method further includes:
the third acquisition module is used for acquiring a configuration instruction of the user based on the target milestone;
and the modification module is used for modifying the parameters of the target milestone based on the configuration instruction.
Optionally, the method further includes:
the fourth acquisition module is used for acquiring the actual execution time of each milestone node in the target project;
and the third determining module is used for inputting the actual execution time and the planned execution time of each milestone node in the target milestone into a preset machine learning model to obtain a difference analysis result.
A storage medium comprising a stored program, wherein the program, when executed, controls an apparatus on which the storage medium is located to perform any one of the above project milestone determination methods.
An electronic device comprising at least one processor, and at least one memory, bus connected to the processor; the processor and the memory complete mutual communication through the bus; the processor is configured to invoke program instructions in the memory to perform any of the above-described project milestone determination methods.
With the technical scheme, the invention provides a project milestone determination method, a project milestone determination device, a storage medium and electronic equipment. And then determining the project attribute of the target project based on the parameter information, and acquiring milestone data corresponding to the project attribute in a milestone rule base. And then, determining the target milestone of the target project based on the milestone data and the parameter information. Therefore, the embodiment of the invention provides a project milestone determination method, which is used for determining the target milestone of a target project based on the milestone data of similar historical projects, so that the target milestone can conduct progress guidance on the project, and further the project can be executed on time.
The foregoing description is only an overview of the technical solutions of the present invention, and the embodiments of the present invention are described below in order to make the technical means of the present invention more clearly understood and to make the above and other objects, features, and advantages of the present invention more clearly understandable.
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Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiments. The drawings are only for purposes of illustrating the preferred embodiments and are not to be construed as limiting the invention. Also, like reference numerals are used to refer to like parts throughout the drawings.
FIG. 1 is a schematic flow chart diagram of a project milestone determination method according to an embodiment of the present invention;
FIG. 2 is a schematic flow chart diagram of a project milestone determination method according to an embodiment of the present invention;
FIG. 3 is a schematic flow chart diagram of a project milestone determination method according to an embodiment of the present invention;
FIG. 4 is a schematic flow chart diagram illustrating a method for project milestone determination according to an embodiment of the present invention;
FIG. 5 is a schematic structural diagram illustrating a project milestone determination apparatus according to an embodiment of the present invention;
fig. 6 shows a hardware architecture diagram of an apparatus provided by an embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary 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 limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
Referring to fig. 1, fig. 1 is a schematic flow chart of a project milestone determination method according to an embodiment of the present invention, which is capable of determining corresponding project milestones according to types of projects, and further performing progress guidance on the projects to ensure timely execution of the projects, and the project milestone determination method includes:
and S11, acquiring parameter information of the target item.
In this embodiment, the target project is a project to be milestone-made, and the parameter information may include at least one or more of a project type, an investment region, an investment scale, a construction period, an investment scope, a project type, and an investment profitability.
Illustratively, assume that a project, as shown in Table 1, includes parameters of industry, region, project type, investment size, construction period, and income level.
TABLE 1
Figure BDA0002223571350000051
As another example, assume project two is shown in Table 2, which also includes parameters of industry, region, project type, investment scale, construction period, and profit level.
TABLE 2
Figure BDA0002223571350000052
It should be noted that the parameter information of the project in this embodiment is not limited to the parameters in the foregoing examples, and the parameters may be continuously added or deleted according to the actual project requirements, which is not specifically illustrated herein.
And S12, determining the item attribute of the target item based on the parameter information.
In the present embodiment, a plurality of items of information are constructed as an item library in which item attributes of each history item and parameter information of each history item are recorded, for example, as shown in table 3:
TABLE 3
Figure BDA0002223571350000053
The item attribute may be obtained by classifying according to a set rule, and is a classification of the item. For example, if items with an investment size of more than 25 ten thousand belong to the same category and are defined as an investment category, the item attributes of the item five and the item six are both the investment category.
In addition, the project attributes may be divided according to other parameters, for example, each project may be divided according to the construction period to obtain the corresponding project attributes. Illustratively, assuming that the construction period is 12-24 months, which is defined as the investment class, the project attributes of the project two and the project four are the investment classes.
S13, acquiring milestone data corresponding to the project attributes in the milestone rule base;
in this embodiment, the milestone rule base records the milestone data corresponding to each project attribute, for example, if all the projects with investment scale greater than 25 ten thousand are determined as the same project attribute, the projects with the same project attribute are considered as the same type of project, and the milestones of the same type of project have commonality, and the same milestone can be adopted.
Further, the same milestone means that the milestone nodes in the milestone are the same, but the time of each node may be different, for example, if the project attributes of the project five and the project six are investment classes, the milestones are the same, i.e., the milestone nodes are the same, as shown in table 4:
TABLE 4
Project five Item six
Milestone node Number of days to complete Number of days to complete
1 project 1 2
2 preliminary design 30 65
3 project start-up 20 43
Completion of 4 items 160 350
5 acceptance of completion 30 70
……
And S14, determining a target milestone of the target project based on the milestone data and the parameter information.
After obtaining the milestone data of the project having the same project attribute as the target project, as shown in fig. 2, the embodiment further provides a specific implementation manner for determining the target milestone of the target project based on the milestone data and the parameter information, including the steps of:
s21, determining the time proportion of each milestone node in the milestone data;
and S22, determining the target milestone based on the time ratio and the construction period of the target project.
As described above, if each of the milestone nodes in the milestones of the same project attribute is the same, the product of the construction period and the time ratio may be determined as the period of the corresponding milestone node in the target milestone according to the time ratio of each of the milestone nodes in the historical milestone data and the construction period of the current target project.
For example, when the item attribute of the target item is the same as the item attribute of the item five, the target item and the item five are considered to be the same type of item, and the time ratio of each milestone node in the milestones of the item five can be obtained according to the milestone data of the item five in the table 4, as follows: the time share ratio k1 of 1 project standing is 1/(1+30+20+160+30), the time share ratio k2 of 2 preliminary design is 30/(1+30+20+160+30), the time share ratio k3 of 3 projects starting is 20/(1+30+20+160+30), the time share ratio k4 of 4 projects finishing is 160/(1+30+20+160+30), and the time share ratio k5 of 5 completion acceptance is 30/(1+30+20+160+ 30).
Then, assuming that the construction period of the target project is 500 days, the planned time of each milestone node in the target milestone can be obtained as follows: the time share ratio k1 of 1 project standing item is 1 × 500/(1+30+20+160+30), the time share ratio k2 of 2 preliminary design is 30 × 500/(1+30+20+160+30), the time share ratio k3 of 3 project starting is 20 × 500/(1+30+20+160+30), the time share ratio k4 of 4 project finishing is 160 × 500/(1+30+20+160+30), and the time share ratio k5 of 5 completion acceptance is 30/(500/(1 +30+20+160+ 30).
Therefore, the embodiment of the invention provides a project milestone determination method, which is used for determining the target milestone of a target project based on the milestone data of similar historical projects, so that the target milestone can conduct progress guidance on the project, and further the project can be executed on time.
On the basis of the foregoing embodiment, as shown in fig. 3, a method for determining project milestones according to an embodiment of the present invention may further include:
s31, acquiring a configuration instruction of the user based on the target milestone;
s32, modifying the parameters of the target milestone based on the configuration instruction.
That is, in the present embodiment, after the target milestone is automatically determined in the above embodiment, the user may modify the target milestone by the "milestone node" and the "number of completed days".
In addition, the embodiment may also continuously modify parameters such as the item attribute in the milestone rule base, and the description thereof is not performed.
As shown in fig. 4, after determining the target milestone, the project milestone determination method provided by the embodiment of the invention may further include:
s41, acquiring the actual execution time of each milestone node in the target project;
and S42, inputting the actual execution time and the planned execution time of each milestone node in the target milestone into a preset machine learning model to obtain a difference analysis result.
For example, for the same type of project, it is found based on historical data that the initial setting of the same type of project is generally about 30 days, and if the actual execution time is initially set to 3 months, then the subsequent process is accelerated under the condition that the total construction period of the project is not changed, otherwise the project cannot be completed within the construction period of the project.
In the embodiment, the reason of the delay is analyzed in a machine learning manner, so that a difference analysis result, such as a change in customer demand or a reason of the project, is obtained.
On the basis of the above-described embodiment, as shown in fig. 5, the present embodiment also provides a project milestone determination apparatus, including:
a first obtaining module 51, configured to obtain parameter information of a target project, where the parameter information includes at least one or more of a project type, an investment area, an investment scale, a construction period, an investment range, a project type, and an investment profitability;
a first determining module 52, configured to determine an item attribute of the target item based on the parameter information;
a second obtaining module 53, configured to obtain milestone data corresponding to the item attribute in the milestone rule base;
a second determining module 54, configured to determine a target milestone of the target item based on the milestone data and the parameter information.
Wherein the second determining module comprises:
the first determining unit is used for determining the time proportion of each milestone node in the milestone data;
and the second determining unit is used for determining the target milestone based on the time ratio and the construction period of the target project.
In addition, the project milestone determination apparatus provided in this embodiment may further include:
the third acquisition module is used for acquiring a configuration instruction of the user based on the target milestone;
and the modification module is used for modifying the parameters of the target milestone based on the configuration instruction.
Further, the project milestone determination apparatus provided in the embodiment of the present invention may further include:
the fourth acquisition module is used for acquiring the actual execution time of each milestone node in the target project;
and the third determining module is used for inputting the actual execution time and the planned execution time of each milestone node in the target milestone into a preset machine learning model to obtain a difference analysis result.
The project milestone determination device comprises a processor and a memory, wherein the first acquisition module, the first determination module, the second acquisition module, the second determination module and the like are stored in the memory as program units, and the processor executes the program units stored in the memory to realize corresponding functions.
The processor comprises a kernel, and the kernel calls the corresponding program unit from the memory. The kernel can be set to be one or more than one, and the target milestone of the target project is determined based on the milestone data of the similar historical projects by adjusting the kernel parameters, so that the target milestone conducts progress guidance on the project, and further the project is ensured to be executed on time.
An embodiment of the present invention provides a storage medium having a program stored thereon, the program implementing the project milestone determination method when executed by a processor.
The embodiment of the invention provides a processor, which is used for running a program, wherein the program executes the project milestone determination method during running.
An embodiment of the present invention provides an apparatus, as shown in fig. 6, the apparatus includes at least one processor 61, and at least one memory 62 and a bus 63 connected to the processor; the processor and the memory complete mutual communication through a bus; the processor is configured to call program instructions in the memory to perform the project milestone determination method described above. The device herein may be a server, a PC, a PAD, a mobile phone, etc.
The present application further provides a computer program product adapted to perform a program for initializing the following method steps when executed on a data processing device:
acquiring parameter information of a target project, wherein the parameter information comprises at least one or more of project type, investment area, investment scale, construction period, investment range, project type and investment profitability;
determining the item attribute of the target item based on the parameter information;
acquiring milestone data corresponding to the project attributes in a milestone rule base;
and determining the target milestone of the target project based on the milestone data and the parameter information.
Optionally, the determining a target milestone of the target project based on the milestone data and the parameter information includes:
determining the time proportion of each milestone node in the milestone data;
and determining the target milestone based on the time ratio and the construction period of the target project.
Optionally, the method further includes:
acquiring a configuration instruction of a user based on the target milestone;
modifying parameters of the target milestone based on the configuration instructions.
Optionally, the method further includes:
acquiring the actual execution time of each milestone node in the target project;
and inputting the actual execution time and the planned execution time of each milestone node in the target milestone into a preset machine learning model to obtain a difference analysis result.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In a typical configuration, a device includes one or more processors (CPUs), memory, and a bus. The device may also include input/output interfaces, network interfaces, and the like.
The memory may include volatile memory in a computer readable medium, Random Access Memory (RAM) and/or nonvolatile memory such as Read Only Memory (ROM) or flash memory (flash RAM), and the memory includes at least one memory chip. The memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in the process, method, article, or apparatus that comprises the element.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The above are merely examples of the present application and are not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.

Claims (10)

1. A method of project milestone determination, comprising:
acquiring parameter information of a target project, wherein the parameter information comprises at least one or more of project type, investment area, investment scale, construction period, investment range, project type and investment profitability;
determining the item attribute of the target item based on the parameter information;
acquiring milestone data corresponding to the project attributes in a milestone rule base;
and determining the target milestone of the target project based on the milestone data and the parameter information.
2. The project milestone determination method of claim 1, wherein the determining a target milestone for the target project based on the milestone data and the parameter information comprises:
determining the time proportion of each milestone node in the milestone data;
and determining the target milestone based on the time ratio and the construction period of the target project.
3. The project milestone determination method according to claim 1, further comprising:
acquiring a configuration instruction of a user based on the target milestone;
modifying parameters of the target milestone based on the configuration instructions.
4. The project milestone determination method according to claim 1, further comprising:
acquiring the actual execution time of each milestone node in the target project;
and inputting the actual execution time and the planned execution time of each milestone node in the target milestone into a preset machine learning model to obtain a difference analysis result.
5. A project milestone determination apparatus, comprising:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring parameter information of a target project, and the parameter information comprises at least one or more of project type, investment area, investment scale, construction period, investment range, project type and investment profitability;
the first determining module is used for determining the item attribute of the target item based on the parameter information;
the second acquisition module is used for acquiring milestone data corresponding to the project attributes in the milestone rule base;
and the second determination module is used for determining the target milestone of the target project based on the milestone data and the parameter information.
6. The project milestone determination apparatus according to claim 1, wherein the second determination module comprises:
the first determining unit is used for determining the time proportion of each milestone node in the milestone data;
and the second determining unit is used for determining the target milestone based on the time ratio and the construction period of the target project.
7. The project milestone determination apparatus according to claim 1, further comprising:
the third acquisition module is used for acquiring a configuration instruction of the user based on the target milestone;
and the modification module is used for modifying the parameters of the target milestone based on the configuration instruction.
8. The project milestone determination apparatus according to claim 1, further comprising:
the fourth acquisition module is used for acquiring the actual execution time of each milestone node in the target project;
and the third determining module is used for inputting the actual execution time and the planned execution time of each milestone node in the target milestone into a preset machine learning model to obtain a difference analysis result.
9. A storage medium comprising a stored program, wherein the program, when executed, controls an apparatus on which the storage medium is located to perform the project milestone determination method of any one of claims 1 to 4.
10. An electronic device comprising at least one processor, and at least one memory, bus connected to the processor; the processor and the memory complete mutual communication through the bus; the processor is configured to invoke program instructions in the memory to perform the project milestone determination method of any of claims 1 to 4.
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