CN118096084A - Method and system for managing construction engineering consultation data - Google Patents
Method and system for managing construction engineering consultation data Download PDFInfo
- Publication number
- CN118096084A CN118096084A CN202410487178.7A CN202410487178A CN118096084A CN 118096084 A CN118096084 A CN 118096084A CN 202410487178 A CN202410487178 A CN 202410487178A CN 118096084 A CN118096084 A CN 118096084A
- Authority
- CN
- China
- Prior art keywords
- consultation
- finished
- items
- similar
- data
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 48
- 238000010276 construction Methods 0.000 title claims description 29
- 238000011156 evaluation Methods 0.000 claims abstract description 45
- 238000013523 data management Methods 0.000 claims abstract description 38
- 238000012545 processing Methods 0.000 claims abstract description 21
- 238000012217 deletion Methods 0.000 claims abstract description 19
- 230000037430 deletion Effects 0.000 claims abstract description 19
- 238000007726 management method Methods 0.000 claims description 61
- 238000012216 screening Methods 0.000 claims description 7
- 238000004458 analytical method Methods 0.000 claims description 5
- 230000008859 change Effects 0.000 claims description 3
- 230000007123 defense Effects 0.000 description 3
- 230000008569 process Effects 0.000 description 3
- 229910001294 Reinforcing steel Inorganic materials 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 229910000831 Steel Inorganic materials 0.000 description 1
- 230000004075 alteration Effects 0.000 description 1
- 238000009435 building construction Methods 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000011835 investigation Methods 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000010327 methods by industry Methods 0.000 description 1
- 230000008520 organization Effects 0.000 description 1
- 230000000750 progressive effect Effects 0.000 description 1
- 239000010959 steel Substances 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/08—Construction
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Strategic Management (AREA)
- Theoretical Computer Science (AREA)
- Human Resources & Organizations (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Marketing (AREA)
- Economics (AREA)
- Tourism & Hospitality (AREA)
- General Business, Economics & Management (AREA)
- Entrepreneurship & Innovation (AREA)
- Primary Health Care (AREA)
- Evolutionary Biology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Artificial Intelligence (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Health & Medical Sciences (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention provides a method and a system for building engineering consultation data management, which belong to the technical field of data management and specifically comprise the following steps: the specificity of the finished item is determined based on the similarity of other finished items, when the specificity of the finished item does not meet the requirement, the finished item is used as the similar finished item, the weight value of different consultation problems of the similar finished item is determined based on the similar data of the consultation problems of the similar finished item and the consultation problems of other finished items, the use data of the consultation problems of the similar finished item and the data quantity of the consultation data, the comprehensive evaluation quantity of the different similar finished item is determined based on the specificity of the different similar finished item, the weight value of the different consultation problems and the quantity of the consultation problems, and the determination of the consultation data of the similar finished item subjected to the deletion processing is performed based on the comprehensive evaluation quantity, so that the technical problem that the storage pressure is large due to the large data quantity of the consultation problems is avoided.
Description
Technical Field
The invention belongs to the technical field of data management, and particularly relates to a method and a system for building engineering consultation data management.
Background
The engineering consultation service is a service for providing problems of various related aspects such as organization, management, economy, technology and the like for the whole life cycle of a construction project, and specifically comprises professional consultation service of various stages of the engineering construction project such as project investment consultation, investigation, design, construction cost consultation, bid agency, supervision, operation maintenance consultation and the like.
In order to solve the above technical problems, in the prior art, the output of the consultation result is achieved by adjusting the consultation result of the analysis processing of the consultation data of the completed project, and in particular, a similar technical scheme is provided in the invention patent CN202311377064.9, "a consultation service and evaluation method and system based on whole process engineering consultation", but the following technical problems are found by analysis:
With the increase of time, the number of finished projects and the data amount of the consultation data are increasing, so if the management of the consultation data differentiated according to the problem type and the matched use condition of the consultation data cannot be performed, the pressure of data storage is possibly too high, and the adjustment efficiency of the consultation result based on the consultation data is difficult to meet the requirement.
Aiming at the technical problems, the invention provides a method and a system for managing construction engineering consultation data.
Disclosure of Invention
In order to achieve the purpose of the invention, the invention adopts the following technical scheme:
according to one aspect of the present invention, there is provided a method for construction engineering consultation data management.
The method for managing the construction engineering consultation data is characterized by comprising the following steps of:
S1, acquiring consultation problems of different finished projects and data amounts of consultation data of different consultation problems, and entering a next step when the management difficulty of the consultation data is determined to be not satisfied by combining the number of the finished projects;
S2, determining the similarity between different finished projects according to the types of the different finished projects and the engineering types, determining the specificity of the finished projects based on the similarity between other finished projects, taking the finished projects as similar finished projects when the specificity of the finished projects does not meet the requirements, and entering the next step;
S3, acquiring the consultation problems of different similar finished projects, and determining weight values of different consultation problems of the similar finished projects based on similar data of the consultation problems of the similar finished projects and the consultation problems of other finished projects, using data of the consultation problems of the similar finished projects and data quantity of the consultation data;
S4, determining comprehensive evaluation quantities of different similar finished projects based on the specificity of the different similar finished projects, the weight values of different consultation problems and the number of the consultation problems, and determining consultation data of similar finished projects subjected to deletion processing based on the comprehensive evaluation quantities.
The invention has the beneficial effects that:
1. The management difficulty of the consultation data is determined according to the consultation problems of different finished projects and the number of the finished projects, the difference of the management difficulty caused by the difference of the number of the consultation problems is considered singly, and meanwhile, the accurate assessment of the management difficulty of the consultation data is realized by further combining the number of the finished projects, so that a foundation is laid for avoiding the technical problems of the management difficulty caused by excessive data quantity of the consultation data and high storage pressure.
2. The specificity of the finished project is determined based on the similarity of other finished projects, so that the finished projects with larger deviation from other finished projects are determined according to different finished project types and engineering types, the technical problem of insufficient data quantity during later adjustment of the consultation data of the consultation problem caused by deleting the consultation data of the finished projects with higher specificity is avoided, and the use reliability and effectiveness of the consultation data are ensured.
3. The comprehensive evaluation of different similar finished items is determined based on the specificity of the different similar finished items, the weight values of different consultation problems and the number of the consultation problems, so that the evaluation of the importance degree of the different similar finished items from multiple angles is realized, the use reliability and effectiveness of the consultation data are ensured on the basis of the technical problems of avoiding the greater difficulty of data management and the greater storage pressure, wherein the similar finished items with the greater number of the consultation problems, the similar finished items with the lower similarity of the consultation problems to other consultation problems and the similar finished items with the greater reference significance can be reserved.
The further technical scheme is that the finished project is determined according to the analysis result of the change record of the log of the consultation data management system of the building engineering.
The further technical scheme is that when the management difficulty meets the requirement, the deletion processing of the consultation data of the finished project is not needed.
A further technical solution is that the types of finished items include municipal parks, office buildings, residential communities, commercial buildings.
The further technical scheme is that the engineering type comprises one or more of civil air defense engineering, greening engineering, earthwork engineering, reinforcing steel bar engineering, template engineering, hydropower engineering and underground field engineering.
A further technical solution is that the similar data includes the number of consultation questions and the degree of similarity of the questions for other finished items similar to the consultation questions.
The further technical scheme is that the problem similarity is determined according to the number proportion of similar sentences among the consultation problems.
The further technical scheme is that the usage data comprises the calling times of the consultation data of the consultation problem and the adjustment usage times of the consultation result.
The further technical scheme is that when the comprehensive evaluation value of the similar finished items is smaller than a preset evaluation value, the consulting data of the consulting problems of the similar finished items are determined to need to be pruned.
In a second aspect, the present invention provides a system for managing construction engineering consultation data, and the method for managing construction engineering consultation data is characterized by comprising:
the management difficulty evaluation module, the similar finished project screening module, the weight value evaluation module and the deletion processing determination module;
The management difficulty evaluation module is responsible for acquiring the consultation problems of different finished projects and the data quantity of the consultation data of different consultation problems, and determining whether the management difficulty of the consultation data does not meet the requirements or not according to the quantity of the finished projects;
The similar finished item screening module is responsible for determining the similarity between different finished items according to the types of the different finished items and the engineering types, determining the specificity of the finished items based on the similarity of other finished items, and taking the finished items as similar finished items when the specificity of the finished items does not meet the requirements;
The weight value evaluation module is responsible for acquiring the consultation problems of different similar finished projects, and determining weight values of different consultation problems of similar finished projects based on similar data of the consultation problems of the similar finished projects and the consultation problems of other finished projects, using data of the consultation problems of the similar finished projects and data quantity of the consultation data;
the deletion processing determining module is responsible for determining comprehensive evaluation amounts of different similar finished items based on the specificities of the different similar finished items, the weight values of the different consultation questions and the number of the consultation questions, and determining consultation data of similar finished items subjected to deletion processing based on the comprehensive evaluation amounts.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by practice of the invention as set forth hereinafter.
In order to make the above objects, features and advantages of the present invention more comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
The above and other features and advantages of the present invention will become more apparent by describing in detail exemplary embodiments thereof with reference to the attached drawings;
FIG. 1 is a flow chart of a method for building engineering advisory data management;
FIG. 2 is a flow chart of a method of determining the management difficulty of advisory data;
FIG. 3 is a flow chart of a method of determining similarity between finished items;
FIG. 4 is a flow chart of a method of determining the specificity of a finished item;
FIG. 5 is a flow chart of a method of determining weight values for different consultation questions of similar completed items;
fig. 6 is a frame diagram for a construction engineering consultation data management system.
Detailed Description
In order to make the technical solutions in the present specification better understood by those skilled in the art, the technical solutions in the embodiments of the present specification will be clearly and completely described below with reference to the drawings in the embodiments of the present specification, and it is obvious that the described embodiments are only some embodiments of the present specification, not all embodiments. All other embodiments, which can be made by one of ordinary skill in the art based on the embodiments herein without making any inventive effort, shall fall within the scope of the present disclosure.
In the building construction process, on-site constructors need to communicate with related consultation institutions on line when facing construction technical problems which cannot be solved, so that construction quality is guaranteed, and when the construction technical problems of the on-site constructors are solved, the consultation institutions generally need to refer to the consultation data of the consultation problems of the past finished projects to answer the construction technical problems of the on-site constructors, but on the basis, as the number of the finished projects is increased, the data volume of the consultation data of the consultation problems is increased, storage pressure is increased, and meanwhile, the difficulty of retrieval processing of similar consultation problems is increased when the consultation staff answers the consultation problems.
In order to solve the technical problems, the invention realizes screening and targeted deleting treatment of finished items with too high similarity degree through two angles of similarity of the item types of the finished items and other finished items and similarity of consultation problems of the finished items and consultation problems of other finished items, thereby avoiding the occurrence of technical problems of overlarge storage pressure or larger difficulty of retrieval treatment.
Specifically, the invention adopts the following technical scheme:
Determining the management difficulty of the consultation data through the consultation problems of different finished projects and the consultation data of different consultation problems and the number of finished projects, and particularly determining the management difficulty of the consultation data according to the number of finished projects with the data quantity of the consultation problems larger than the preset data quantity, entering the next step when the management difficulty is larger, and not needing to execute the deletion processing of the consultation data when the management difficulty is smaller;
Determining the similarity between different finished projects according to different types of finished projects and engineering types, determining the similarity between the two projects according to the number of the same engineering types, such as civil air defense projects, greening projects, earthworks, reinforcing steel projects, template projects, hydropower projects, underground projects and the like, determining the specificity of the finished projects based on the similarity of other finished projects, determining the specificity according to the ratio of other finished projects with the similarity larger than 0.7, when the specificity of the finished projects is smaller, indicating that the similarity of the other finished projects is too high, taking the finished projects as similar finished projects, and entering the next step, wherein when the specificity is larger, the deletion of consultation data of the finished projects with the larger specificity is not needed;
Specifically, the weight value of different consultation problems of similar finished items is determined based on similar data of consultation problems of similar finished items and consultation problems of other finished items, using data of consultation problems of similar finished items and data quantity of the consultation data, and the weight value of different consultation problems can be specifically determined by the similar quantity of the consultation problems of other finished items, using times of the consultation data and the weight of the data quantity and the weight value of different consultation problems;
And finally, determining the weight sum of the consultation questions of the similar finished items according to the number of the consultation questions of the similar finished items and the weight values of different consultation questions, determining the comprehensive evaluation quantity of the similar finished items according to the product of the specificity of the similar finished items and the weight sum of the consultation questions, and determining the consultation data of the similar finished items which are subjected to deletion processing based on the comprehensive evaluation quantity.
Further description will be made from the method class embodiment and the system class embodiment.
To solve the above problems, according to one aspect of the present invention, as shown in fig. 1, there is provided a method for managing construction engineering consultation data, comprising:
S1, acquiring consultation problems of different finished projects and data amounts of consultation data of different consultation problems, and entering a next step when the management difficulty of the consultation data is determined to be not satisfied by combining the number of the finished projects;
Specifically, the finished project is determined according to the analysis result of the change record of the log of the consultation data management system of the building engineering.
In one possible embodiment, as shown in fig. 2, the method for determining the management difficulty of the advisory data in step S1 is as follows:
Determining the data management difficulty of different finished projects based on the number of consultation questions of different finished projects and the data amount of consultation data of different consultation questions;
And determining the management difficulty of the consultation data according to the data management difficulty of different finished projects and the number of the finished projects.
When the management difficulty satisfies the requirement, the process of deleting the consultation data of the completed project is not required.
In another possible embodiment, the method for determining the management difficulty of the consultation data in the step S1 is as follows:
When any one of the total number of the consultation questions or the data amount of the consultation data of all the finished projects does not meet the requirement, determining that the management difficulty does not meet the requirement;
when the total number of the consultation questions or the data volume of the consultation data of all the finished projects meet the requirements, judging whether the total number of the consultation questions of the finished projects is smaller than a question number threshold value and the data volume of the consultation data is smaller than a data volume threshold value, if so, determining that the management difficulty meets the requirements, and if not, entering the next step;
Determining the data management difficulty of different finished projects based on the number of consultation problems of different finished projects and the data quantity of consultation data of different consultation problems, and determining that the management difficulty meets the requirement when the complex management project does not exist in the finished projects according to the data management difficulty;
When the complex management items exist in the finished items, the number of the complex management items is obtained, and when the number of the complex management items is larger than the number of the preset items or the sum of the data management difficulties of the load management items does not meet the requirements, the management difficulty is determined to not meet the requirements;
when the number of the complex management items is not more than the number of the preset items and the sum of the data management difficulties of the load management items meets the requirements, determining the management difficulty of the consultation data according to the data management difficulty of different finished items and the number of the finished items, the number of the complex management items and the data management difficulty.
In another possible embodiment, the method for determining the management difficulty of the consultation data in the step S1 is as follows:
S11, judging whether the total number of the consultation problems of all the finished projects or the data quantity of the consultation data does not meet the requirements, if so, determining that the management difficulty does not meet the requirements, and if not, entering the next step;
S12, judging whether the total number of the consultation questions of the finished project is smaller than a question number threshold value and the data volume of consultation data is smaller than a data volume threshold value, if yes, determining that the management difficulty meets the requirement, and if not, entering the next step;
S13, judging whether the number of the consultation problems or the finished items of the total data amount of the consultation data exist or not, if yes, entering the next step, and if not, entering the step S16;
s14, determining data management difficulties of different finished projects based on the number of consultation problems of different finished projects and the data quantity of consultation data of different consultation problems, determining complex management projects in the finished projects through the data management difficulties, judging whether the number of the complex management projects is larger than the number of preset projects, if so, determining that the management difficulties do not meet the requirements, and if not, entering the next step;
S15, determining the comprehensive data management difficulty of the complex management items based on the number of the complex management items and the data management difficulty of different complex management items, judging whether the comprehensive data management difficulty of the complex management items meets the requirements, if so, determining that the management difficulty does not meet the requirements, and if not, entering the next step;
s16, determining the management difficulty of the consultation data according to the data management difficulty of different finished projects, the number of the finished projects and the comprehensive data management difficulty of complex management projects.
S2, determining the similarity between different finished projects according to the types of the different finished projects and the engineering types, determining the specificity of the finished projects based on the similarity between other finished projects, taking the finished projects as similar finished projects when the specificity of the finished projects does not meet the requirements, and entering the next step;
Further, the types of completed projects include municipal parks, office buildings, residential communities, commercial buildings.
Specifically, the engineering type comprises one or more of civil air defense engineering, greening engineering, earthwork engineering, steel bar engineering, template engineering, hydropower engineering and underground field engineering.
In one possible embodiment, as shown in fig. 3, the method for determining the similarity between the finished items in the step S2 is as follows:
Determining the basic similarity between finished projects according to the types of the finished projects, determining the same number of engineering types between the finished projects based on the engineering types of the finished projects, and determining the similarity compensation quantity between the finished projects by combining the construction quantity of the same engineering types;
and determining the similarity between the finished projects through the similarity compensation quantity and the basic similarity.
In one possible embodiment, as shown in fig. 4, the method for determining the specificity of the finished item in the step S2 is as follows:
Dividing the other finished items into similar items and deviation items through the similarity of the finished items and the other finished items;
Determining the item similarity of the finished item according to the number of similar items and the similarity of different similar items, and determining the item deviation degree of the finished item according to the number of deviation items and the similarity of different deviation items;
and determining a weight value of the item similarity and the item deviation degree based on the number of similar items and the number of deviation items, and determining the specificity of the finished items by combining the item similarity and the item deviation degree of the finished items.
Further, when the specificity of the finished item meets the requirement, the finished item is used as a specific item, and the deletion processing of the consultation data of the specific item is not needed.
In another possible embodiment, the method for determining the specificity of the finished item in the step S2 is as follows:
Dividing the other finished items into similar items and deviation items through the similarity of the finished items and the other finished items, and determining that the specificity of the finished items does not meet the requirement when the number of the similar items is larger than the set value of the number of the items;
When the number of similar items is not greater than a set value of the number of items, determining the item similarity of the finished items according to the number of similar items and the similarity of different similar items, and when the item similarity is greater than the set value of the similarity, determining that the specificity of the finished items does not meet the requirement;
When the item similarity is not greater than a similarity set value, determining the item deviation degree of the finished item according to the number of the deviation items and the similarity of different deviation items;
and determining a weight value of the item similarity and the item deviation degree based on the number of similar items and the number of deviation items, and determining the specificity of the finished items by combining the item similarity and the item deviation degree of the finished items.
In another possible embodiment, the method for determining the specificity of the finished item in the step S2 is as follows:
S21, dividing the other finished items into similar items and deviation items according to the similarity of the finished items and the other finished items, judging whether similar items with similarity larger than a preset similarity threshold exist or not, if so, determining that the specificity of the finished items does not meet the requirement, and if not, entering the next step;
s22, judging whether the number of the similar items is larger than a set value of the number of the items, if so, entering the next step, and if not, entering the step S25;
S23, judging whether the average value of the similarity of the similar items is within a preset similarity interval, if so, determining that the specificity of the finished items does not meet the requirement, and if not, entering the next step;
S24, determining the item similarity of the finished item according to the number of similar items and the similarity of different similar items, judging whether the item similarity is larger than a similarity set value, if so, determining that the specificity of the finished item does not meet the requirement, and if not, entering the next step;
S25, determining the item deviation degree of the finished item according to the number of the deviation items and the similarity of different deviation items, determining the weight values of the item similarity and the item deviation degree based on the number of the similar items and the number of the deviation items, and determining the specificity of the finished item by combining the item similarity and the item deviation degree of the finished item.
S3, acquiring the consultation problems of different similar finished projects, and determining weight values of different consultation problems of the similar finished projects based on similar data of the consultation problems of the similar finished projects and the consultation problems of other finished projects, using data of the consultation problems of the similar finished projects and data quantity of the consultation data;
It should be noted that the similar data includes the number of consultation questions of other completed items similar to the consultation questions and the degree of similarity of the questions.
Further, the problem similarity is determined according to the number of similar sentences between the consultation problems.
Specifically, the usage data includes the number of times of calling the consultation data of the consultation problem and the number of times of adjusting and using the consultation result.
In one possible embodiment, as shown in fig. 5, the method for determining the weight values of the different consultation questions of the similar finished items in the step S3 is as follows:
determining the number of the consultation questions and the degree of similarity of the questions of other finished projects similar to the consultation questions through the similar data, and determining the comprehensive degree of similarity of the questions of different consultation questions of the finished projects according to the number of the consultation questions and the degree of similarity of the questions of other finished projects similar to the consultation questions;
Determining the calling times of the consultation data of the consultation problems of the finished project and the adjustment use times of the consultation results based on the use data, and determining the use frequency of different consultation problems according to the calling times of the consultation data of the consultation problems and the adjustment use times of the consultation results;
And determining the weight values of different consultation questions of the similar finished work items according to the comprehensive similarity of the questions, the frequency of use and the data volume of the consultation data.
S4, determining comprehensive evaluation quantities of different similar finished projects based on the specificity of the different similar finished projects, the weight values of different consultation problems and the number of the consultation problems, and determining consultation data of similar finished projects subjected to deletion processing based on the comprehensive evaluation quantities.
In one possible embodiment, the method for determining the comprehensive evaluation amount of the similar finished items in the step S4 is as follows:
And determining the weight sum of the consultation questions of the similar finished items according to the quantity of the consultation questions of the similar finished items and the weight values of different consultation questions, and determining the comprehensive evaluation value of the similar finished items according to the product of the specificity of the similar finished items and the weight sum of the consultation questions.
Further, when the comprehensive evaluation value of the similar finished items is smaller than a preset evaluation value, it is determined that the query data of the query problem of the similar finished items needs to be pruned.
In another possible embodiment, the method for determining the comprehensive evaluation amount of the similar finished items in the step S4 is as follows:
When the specificity of the similar finished items is smaller than a preset specificity evaluation value, determining that the consulting data of the consulting problems of the similar finished items need to be pruned;
When the specificity of the similar finished items is not smaller than a preset specificity evaluation value, acquiring weight values of different consultation problems of the similar finished items, and when the weight values of the consultation problems of the similar finished items are smaller than the preset weight values, determining that the consultation data of the consultation problems of the similar finished items need to be deleted;
When the similar finished items have the consultation problems with the weight value not smaller than the preset weight value, judging whether the number of the consultation problems with the weight value not smaller than the preset weight value is larger than the number of the preset consultation problems, if so, determining that the consultation data of the consultation problems of the similar finished items do not need to be deleted, and if not, entering the next step;
Determining the weight sum of the consultation questions of the similar finished items according to the number of the consultation questions of the similar finished items and the weight values of different consultation questions, and determining that the consultation data of the consultation questions of the similar finished items do not need to be deleted when the weight sum of the consultation questions of the similar finished items meets the requirement;
And when the weight sum of the consultation questions of the similar finished items does not meet the requirement, determining the comprehensive evaluation value of the similar finished items according to the product of the specificity of the similar finished items and the weight sum of the consultation questions.
On the other hand, as shown in fig. 6, the present invention provides a system for managing construction engineering consultation data, and the method for managing construction engineering consultation data is characterized by comprising:
the management difficulty evaluation module, the similar finished project screening module, the weight value evaluation module and the deletion processing determination module;
The management difficulty evaluation module is responsible for acquiring the consultation problems of different finished projects and the data quantity of the consultation data of different consultation problems, and determining whether the management difficulty of the consultation data does not meet the requirements or not according to the quantity of the finished projects;
The similar finished item screening module is responsible for determining the similarity between different finished items according to the types of the different finished items and the engineering types, determining the specificity of the finished items based on the similarity of other finished items, and taking the finished items as similar finished items when the specificity of the finished items does not meet the requirements;
The weight value evaluation module is responsible for acquiring the consultation problems of different similar finished projects, and determining weight values of different consultation problems of similar finished projects based on similar data of the consultation problems of the similar finished projects and the consultation problems of other finished projects, using data of the consultation problems of the similar finished projects and data quantity of the consultation data;
the deletion processing determining module is responsible for determining comprehensive evaluation amounts of different similar finished items based on the specificities of the different similar finished items, the weight values of the different consultation questions and the number of the consultation questions, and determining consultation data of similar finished items subjected to deletion processing based on the comprehensive evaluation amounts.
Through the above embodiments, the present invention has the following beneficial effects:
1. The management difficulty of the consultation data is determined according to the consultation problems of different finished projects and the number of the finished projects, the difference of the management difficulty caused by the difference of the number of the consultation problems is considered singly, and meanwhile, the accurate assessment of the management difficulty of the consultation data is realized by further combining the number of the finished projects, so that a foundation is laid for avoiding the technical problems of the management difficulty caused by excessive data quantity of the consultation data and high storage pressure.
2. The specificity of the finished project is determined based on the similarity of other finished projects, so that the finished projects with larger deviation from other finished projects are determined according to different finished project types and engineering types, the technical problem of insufficient data quantity during later adjustment of the consultation data of the consultation problem caused by deleting the consultation data of the finished projects with higher specificity is avoided, and the use reliability and effectiveness of the consultation data are ensured.
3. The comprehensive evaluation of different similar finished items is determined based on the specificity of the different similar finished items, the weight values of different consultation problems and the number of the consultation problems, so that the evaluation of the importance degree of the different similar finished items from multiple angles is realized, the use reliability and effectiveness of the consultation data are ensured on the basis of the technical problems of avoiding the greater difficulty of data management and the greater storage pressure, wherein the similar finished items with the greater number of the consultation problems, the similar finished items with the lower similarity of the consultation problems to other consultation problems and the similar finished items with the greater reference significance can be reserved.
In this specification, each embodiment is described in a progressive manner, and identical and similar parts of each embodiment are all referred to each other, and each embodiment mainly describes differences from other embodiments. In particular, for apparatus, devices, non-volatile computer storage medium embodiments, the description is relatively simple, as it is substantially similar to method embodiments, with reference to the section of the method embodiments being relevant.
The foregoing describes specific embodiments of the present disclosure. Other embodiments are within the scope of the following claims. In some cases, the actions or steps recited in the claims can be performed in a different order than in the embodiments and still achieve desirable results. In addition, the processes depicted in the accompanying figures do not necessarily require the particular order shown, or sequential order, to achieve desirable results. In some embodiments, multitasking and parallel processing are also possible or may be advantageous.
The foregoing is merely one or more embodiments of the present description and is not intended to limit the present description. Various modifications and alterations to one or more embodiments of this description will be apparent to those skilled in the art. Any modification, equivalent replacement, improvement, or the like, which is within the spirit and principles of one or more embodiments of the present description, is intended to be included within the scope of the claims of the present description.
Claims (12)
1. The method for managing the construction engineering consultation data is characterized by comprising the following steps of:
Acquiring different consultation problems of finished projects and the data quantity of consultation data of the different consultation problems, and entering the next step when the management difficulty of the consultation data is determined to be not satisfied by combining the quantity of the finished projects;
determining the similarity between different finished projects according to the types of the different finished projects and the engineering types, determining the specificity of the finished projects based on the similarity with other finished projects, taking the finished projects as similar finished projects when the specificity of the finished projects does not meet the requirements, and entering the next step;
Acquiring the consultation problems of different similar finished items, and determining the weight values of the different consultation problems of the similar finished items based on the similar data of the consultation problems of the similar finished items and the consultation problems of other finished items, the use data of the consultation problems of the similar finished items and the data quantity of the consultation data;
And determining comprehensive evaluation quantities of different similar finished projects based on the specificities of the different similar finished projects, the weight values of the different consultation problems and the number of the consultation problems, and determining the consultation data of the similar finished projects subjected to deletion processing based on the comprehensive evaluation quantities.
2. The method for construction engineering consultation data management according to claim 1 characterised in that the completed project is determined according to the analysis result of the change record of the log of the consultation data management system of the construction engineering.
3. The method for managing construction engineering consultation data according to claim 1, characterized in that the method for determining the management difficulty of the consultation data is:
Determining the data management difficulty of different finished projects based on the number of consultation questions of different finished projects and the data amount of consultation data of different consultation questions;
And determining the management difficulty of the consultation data according to the data management difficulty of different finished projects and the number of the finished projects.
4. The method for building engineering consultation data management according to claim 1, wherein when the management difficulty meets the requirement, then the deletion processing of the consultation data of the finished project is not required.
5. The method for building engineering consultation data management of claim 1 characterised in that the type of the finished item includes municipal parks, office buildings, residential communities, commercial buildings.
6. The method for construction engineering consultation data management according to claim 1, characterised in that the method for determining the similarity between the finished items is:
Determining the basic similarity between finished projects according to the types of the finished projects, determining the same number of engineering types between the finished projects based on the engineering types of the finished projects, and determining the similarity compensation quantity between the finished projects by combining the construction quantity of the same engineering types;
and determining the similarity between the finished projects through the similarity compensation quantity and the basic similarity.
7. The method for construction engineering consultation data management according to claim 1, characterised in that the method for determining the specificity of the finished item is:
Dividing the other finished items into similar items and deviation items through the similarity of the finished items and the other finished items, and determining that the specificity of the finished items does not meet the requirement when the number of the similar items is larger than the set value of the number of the items;
When the number of similar items is not greater than a set value of the number of items, determining the item similarity of the finished items according to the number of similar items and the similarity of different similar items, and when the item similarity is greater than the set value of the similarity, determining that the specificity of the finished items does not meet the requirement;
When the item similarity is not greater than a similarity set value, determining the item deviation degree of the finished item according to the number of the deviation items and the similarity of different deviation items;
and determining a weight value of the item similarity and the item deviation degree based on the number of similar items and the number of deviation items, and determining the specificity of the finished items by combining the item similarity and the item deviation degree of the finished items.
8. The method for managing construction engineering consultation data according to claim 1 characterised in that said similar data includes the number of consultation questions of other finished items similar to said consultation questions and the degree of similarity of the questions.
9. The method for building engineering consultation data management according to claim 8, wherein the problem similarity is determined according to a number of similar sentences between the consultation problems.
10. The method for managing construction engineering consultation data according to claim 1, characterized in that the method for determining the weight values of the different consultation questions of the similar finished works item is as follows:
determining the number of the consultation questions and the degree of similarity of the questions of other finished projects similar to the consultation questions through the similar data, and determining the comprehensive degree of similarity of the questions of different consultation questions of the finished projects according to the number of the consultation questions and the degree of similarity of the questions of other finished projects similar to the consultation questions;
Determining the calling times of the consultation data of the consultation problems of the finished project and the adjustment use times of the consultation results based on the use data, and determining the use frequency of different consultation problems according to the calling times of the consultation data of the consultation problems and the adjustment use times of the consultation results;
And determining the weight values of different consultation questions of the similar finished work items according to the comprehensive similarity of the questions, the frequency of use and the data volume of the consultation data.
11. The method for construction engineering consultation data management according to claim 1, characterised in that the method for determining the comprehensive evaluation quantity of the similar finished items is:
And determining the weight sum of the consultation questions of the similar finished items according to the quantity of the consultation questions of the similar finished items and the weight values of different consultation questions, and determining the comprehensive evaluation value of the similar finished items according to the product of the specificity of the similar finished items and the weight sum of the consultation questions.
12. A system for building engineering consultation data management employing a method for building engineering consultation data management according to any one of claims 1-11, characterized by comprising in particular:
the management difficulty evaluation module, the similar finished project screening module, the weight value evaluation module and the deletion processing determination module;
The management difficulty evaluation module is responsible for acquiring the consultation problems of different finished projects and the data quantity of the consultation data of different consultation problems, and determining whether the management difficulty of the consultation data does not meet the requirements or not according to the quantity of the finished projects;
The similar finished item screening module is responsible for determining the similarity between different finished items according to the types of the different finished items and the engineering types, determining the specificity of the finished items based on the similarity of other finished items, and taking the finished items as similar finished items when the specificity of the finished items does not meet the requirements;
The weight value evaluation module is responsible for acquiring the consultation problems of different similar finished projects, and determining weight values of different consultation problems of similar finished projects based on similar data of the consultation problems of the similar finished projects and the consultation problems of other finished projects, using data of the consultation problems of the similar finished projects and data quantity of the consultation data;
the deletion processing determining module is responsible for determining comprehensive evaluation amounts of different similar finished items based on the specificities of the different similar finished items, the weight values of the different consultation questions and the number of the consultation questions, and determining consultation data of similar finished items subjected to deletion processing based on the comprehensive evaluation amounts.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202410487178.7A CN118096084B (en) | 2024-04-23 | 2024-04-23 | Method and system for managing construction engineering consultation data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202410487178.7A CN118096084B (en) | 2024-04-23 | 2024-04-23 | Method and system for managing construction engineering consultation data |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN118096084A true CN118096084A (en) | 2024-05-28 |
| CN118096084B CN118096084B (en) | 2024-07-30 |
Family
ID=91142387
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202410487178.7A Active CN118096084B (en) | 2024-04-23 | 2024-04-23 | Method and system for managing construction engineering consultation data |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN118096084B (en) |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004126848A (en) * | 2002-10-01 | 2004-04-22 | Hitachi Ltd | Similar case retrieval method |
| CN109711708A (en) * | 2018-12-20 | 2019-05-03 | 佛山市建宇工程招标代理有限公司 | Whole process engineering consulting method of servicing and system |
| KR102080323B1 (en) * | 2018-08-17 | 2020-02-21 | 주식회사 아이포트폴리오 | System of providing learning roadmap and its operating method |
| KR102319805B1 (en) * | 2021-06-16 | 2021-11-01 | 주식회사 크라우드웍스 | Apparatus and Method for Predicting the amount of Project Rewards based on an Machine Learning |
| CN113934788A (en) * | 2021-10-20 | 2022-01-14 | 中极华盛工程咨询有限公司 | Engineering consultation management system and method |
| CN115577696A (en) * | 2022-11-15 | 2023-01-06 | 四川省公路规划勘察设计研究院有限公司 | Project similarity evaluation and analysis method based on WBS tree |
| WO2023182559A1 (en) * | 2022-03-24 | 2023-09-28 | 쿠팡 주식회사 | Method for recommending item and device therefor |
| CN117114922A (en) * | 2023-10-24 | 2023-11-24 | 天津广正建设项目咨询股份有限公司 | Consultation service and evaluation method and system based on whole process engineering consultation |
| CN117216022A (en) * | 2023-11-07 | 2023-12-12 | 湖南省致诚工程咨询有限公司 | Digital engineering consultation data management system |
-
2024
- 2024-04-23 CN CN202410487178.7A patent/CN118096084B/en active Active
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004126848A (en) * | 2002-10-01 | 2004-04-22 | Hitachi Ltd | Similar case retrieval method |
| KR102080323B1 (en) * | 2018-08-17 | 2020-02-21 | 주식회사 아이포트폴리오 | System of providing learning roadmap and its operating method |
| CN109711708A (en) * | 2018-12-20 | 2019-05-03 | 佛山市建宇工程招标代理有限公司 | Whole process engineering consulting method of servicing and system |
| KR102319805B1 (en) * | 2021-06-16 | 2021-11-01 | 주식회사 크라우드웍스 | Apparatus and Method for Predicting the amount of Project Rewards based on an Machine Learning |
| CN113934788A (en) * | 2021-10-20 | 2022-01-14 | 中极华盛工程咨询有限公司 | Engineering consultation management system and method |
| WO2023182559A1 (en) * | 2022-03-24 | 2023-09-28 | 쿠팡 주식회사 | Method for recommending item and device therefor |
| CN115577696A (en) * | 2022-11-15 | 2023-01-06 | 四川省公路规划勘察设计研究院有限公司 | Project similarity evaluation and analysis method based on WBS tree |
| CN117114922A (en) * | 2023-10-24 | 2023-11-24 | 天津广正建设项目咨询股份有限公司 | Consultation service and evaluation method and system based on whole process engineering consultation |
| CN117216022A (en) * | 2023-11-07 | 2023-12-12 | 湖南省致诚工程咨询有限公司 | Digital engineering consultation data management system |
Also Published As
| Publication number | Publication date |
|---|---|
| CN118096084B (en) | 2024-07-30 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107194621B (en) | Water supply network management system and method | |
| Al-Shayea | Measuring hospital’s units efficiency: A data envelopment analysis approach | |
| CN104834984A (en) | Electric power transaction supervision risk early warning system based on unified and interconnected electric power market | |
| CN117421690B (en) | Intelligent park energy consumption real-time monitoring method and system | |
| CN110705838A (en) | Comprehensive evaluation system for evaluating power supply service level | |
| CN113361980A (en) | Big data asset value evaluation system and method | |
| CN112907034A (en) | Partition measurement leakage monitoring management system based on Internet of things and machine learning | |
| CN118096084B (en) | Method and system for managing construction engineering consultation data | |
| CN111159154A (en) | Energy data warehouse system | |
| CN118069959A (en) | Regional carbon emission prediction method and system based on coupling of dynamics and structural equation | |
| CN117114389A (en) | Electric power engineering project risk prevention method and system based on Shapley-Gray method | |
| CN115577971A (en) | Staff ability dynamic value evaluation system based on algorithm model | |
| CN116090702A (en) | ERP data intelligent supervision system and method based on Internet of things | |
| CN114049103A (en) | Power grid infrastructure project management and control method, system, equipment and medium | |
| CN114139849A (en) | Management platform applied to flow supervision and overall planning of building industry | |
| Jiao et al. | Bank Expansion, Firm Dynamics, and Structural Transformation: Evidence from India's Policy Experiment | |
| CN110929483A (en) | Environment-friendly informatization management platform | |
| CN118134344B (en) | Evaluation method for water conservation and wastewater recycling utilization level of hydraulic and hydroelectric engineering construction | |
| CN109635964A (en) | A kind of agricultural machinery scraps update decision system | |
| CN117094607B (en) | Assessment method and device for electric power informatization comprehensive performance | |
| Teng et al. | Recognizing and reconciling dynamic stakeholder conflicts for sustainability in old residential community renovation project strategies | |
| CN118628065A (en) | Power distribution network engineering project construction progress tracking management method and system | |
| Yu et al. | The coming boom in computer loads | |
| MINES | CHAPTER THREE14: DYNAMIC TECHNICAL AND ENVIRONMENTAL EFFICIENCY PERFORMANCE OF LARGE GOLD MINES IN DEVELOPING COUNTRIES | |
| CN113610630A (en) | Financial credit modeling method and system based on import and export trade data |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |