CN116051164A - Construction cost measuring and calculating method, device, equipment and readable storage medium - Google Patents
Construction cost measuring and calculating method, device, equipment and readable storage medium Download PDFInfo
- Publication number
- CN116051164A CN116051164A CN202211715055.1A CN202211715055A CN116051164A CN 116051164 A CN116051164 A CN 116051164A CN 202211715055 A CN202211715055 A CN 202211715055A CN 116051164 A CN116051164 A CN 116051164A
- Authority
- CN
- China
- Prior art keywords
- construction
- project
- text
- cost
- equipment
- 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
- 238000010276 construction Methods 0.000 title claims abstract description 347
- 238000000034 method Methods 0.000 title claims description 49
- 238000004364 calculation method Methods 0.000 claims abstract description 12
- 238000004590 computer program Methods 0.000 claims description 12
- 238000003058 natural language processing Methods 0.000 claims description 11
- 230000011218 segmentation Effects 0.000 claims description 5
- 238000005259 measurement Methods 0.000 abstract description 7
- 238000000691 measurement method Methods 0.000 abstract description 4
- 241000219925 Oenothera Species 0.000 description 5
- 235000004496 Oenothera biennis Nutrition 0.000 description 5
- 238000004891 communication Methods 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 3
- 238000012216 screening Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 238000000354 decomposition reaction Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Images
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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
- G06Q30/0206—Price or cost determination based on market factors
Landscapes
- Business, Economics & Management (AREA)
- Strategic Management (AREA)
- Engineering & Computer Science (AREA)
- Accounting & Taxation (AREA)
- Development Economics (AREA)
- Finance (AREA)
- Entrepreneurship & Innovation (AREA)
- Game Theory and Decision Science (AREA)
- Data Mining & Analysis (AREA)
- Economics (AREA)
- Marketing (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention relates to the technical field of measurement and calculation, and provides a construction cost measurement and calculation method, a construction cost measurement and calculation device, construction cost measurement and calculation equipment and a readable storage medium, wherein the construction cost measurement and calculation method comprises the following steps: determining a project construction text corresponding to a project to be calculated based on a project area, a project construction type and a project subsystem of the project to be calculated; determining equipment combinations corresponding to the project construction texts and subsystem costs corresponding to the equipment combinations; and measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text. According to the invention, through unified construction text understanding, unified texts are integrated, personal differences are eliminated, so that the construction cost measuring and calculating accuracy and reusability are improved, and the examination difficulty of project cost is reduced.
Description
Technical Field
The present invention relates to the field of measurement technologies, and in particular, to a construction cost measurement method, apparatus, device, and readable storage medium.
Background
The existing construction cost measuring and calculating process is as follows: 1. firstly, selecting the type of equipment, and then, performing unit price quotation according to the equipment and construction; 2. measuring and calculating the number of equipment required according to the understanding of individuals to construction texts; 3. the unit price and the number of each equipment or construction are multiplied and added to obtain the total cost. However, the existing construction cost measuring and calculating process has the following disadvantages: (1) non-uniform construction text understanding of text types; (2) poor compliance; (3) strong subjectivity and inaccuracy; (4) the text is not uniform and the reusability is poor. The existing construction cost measuring and calculating process brings greater auditing difficulty for auditing personnel.
Disclosure of Invention
The invention provides a construction cost measuring and calculating method, a device, equipment and a readable storage medium, which are used for solving the defects existing in the existing construction cost measuring and calculating process.
The invention provides a construction cost measuring and calculating method, which comprises the following steps:
determining a project construction text corresponding to a project to be calculated based on a project area, a project construction type and a project subsystem of the project to be calculated;
determining equipment combinations corresponding to the project construction texts and subsystem costs corresponding to the equipment combinations;
and measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text.
According to the construction cost measuring and calculating method provided by the invention, the project construction text corresponding to the project to be calculated is determined based on the project area, the project construction type and the project subsystem of the project to be calculated, and the method comprises the following steps:
word segmentation is carried out on the construction text to be processed based on the construction area, the construction building type and the construction subsystem, and a target word set is obtained;
and identifying the target word set based on a natural language processing model to obtain target construction texts and a construction text library containing each target construction text.
According to the construction cost measuring and calculating method provided by the invention, the target word set is identified based on a natural language processing model to obtain target construction texts, and the construction text library comprising each target construction text comprises the following steps:
extracting target equipment in each target construction text, and determining equipment cost corresponding to each target equipment;
and determining an equipment library corresponding to each target construction text, wherein the equipment library comprises each target equipment and equipment cost corresponding to each target equipment.
According to the construction cost measuring and calculating method provided by the invention, the determining of the project construction text corresponding to the project to be calculated based on the project area, the project construction type and the project subsystem of the project to be calculated comprises the following steps:
determining a first construction text matched with the project area in the construction text library;
determining a second construction text matched with the project building type in the first construction text;
and determining each third construction text matched with each project subsystem in the second construction text, wherein the project construction text corresponding to the project to be calculated comprises each third construction text.
According to the construction cost measuring and calculating method provided by the invention, the determining equipment combinations corresponding to the project construction texts and the subsystem cost corresponding to the equipment combinations comprises the following steps:
determining each target construction text corresponding to each project construction text;
and determining equipment combinations corresponding to the project construction texts and subsystem costs corresponding to the equipment combinations based on the equipment libraries corresponding to the target construction texts.
According to the construction cost measuring and calculating method provided by the invention, the measuring and calculating of the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text comprises the following steps:
determining equipment libraries corresponding to the third construction texts contained in the project construction texts;
and determining the subsystem cost corresponding to each project construction text based on the equipment cost in the equipment library corresponding to each third construction text.
According to the construction cost measuring and calculating method provided by the invention, the measuring and calculating of the cost of the item to be calculated based on the subsystem cost corresponding to each item subsystem comprises the following steps:
determining construction cost corresponding to each project construction text;
and measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text and the construction cost corresponding to each item construction text.
The invention also provides a construction cost measuring and calculating device, which comprises:
the project construction text determining module is used for determining a project construction text corresponding to a project to be calculated based on a project area, a project building type and a project subsystem of the project to be calculated;
the subsystem cost determining module is used for determining equipment combinations corresponding to the project construction texts and subsystem cost corresponding to the equipment combinations;
the construction cost measuring and calculating module is used for measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text.
The invention also provides an electronic device comprising a memory, a processor and a computer program stored on the memory and operable on the processor, wherein the processor implements the construction cost measuring method as described in any one of the above when executing the program.
The present invention also provides a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements a construction cost measuring method as described in any of the above.
The invention also provides a computer program product comprising a computer program which when executed by a processor implements a construction cost measuring method as described in any one of the above.
According to the construction cost measuring and calculating method, device and equipment and the readable storage medium, through the project area, the project building type and the project subsystem of the project to be calculated, the project construction text corresponding to the project to be calculated is determined, the equipment combination corresponding to the project construction text and the cost of each subsystem corresponding to each equipment combination are further determined, finally, the cost of the project to be calculated is measured based on the cost of the subsystem corresponding to each project construction text, through unified construction text understanding, unified texts are integrated, personal differences are eliminated, so that the accuracy and reusability of construction cost measuring and calculating are improved, and the examination difficulty of the project cost is reduced.
Drawings
In order to more clearly illustrate the invention or the technical solutions of the prior art, the following description will briefly explain the drawings used in the embodiments or the description of the prior art, and it is obvious that the drawings in the following description are some embodiments of the invention, and other drawings can be obtained according to the drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic flow chart of a construction cost measuring and calculating method provided by the invention;
FIG. 2 is a second flow chart of the construction cost measuring and calculating method provided by the invention;
FIG. 3 is a schematic structural view of the construction cost measuring and calculating device provided by the invention;
fig. 4 is a schematic structural diagram of an electronic device provided by the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the present invention more apparent, the technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings, and it is apparent that the described embodiments are some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
The construction cost measuring method of the present invention is described below with reference to fig. 1 to 2.
Referring to fig. 1, the present invention provides a construction cost measuring and calculating method, which includes:
specifically, the construction texts in different areas are different, and most of the construction texts are text descriptions, and different people understand the same construction text differently, so that the construction cost measuring and calculating method provided by the embodiment eliminates understanding ambiguity of the construction text through textualization. After determining the construction project to be measured (i.e., the project to be measured in this embodiment), firstly determining a project area, a project building type and a project subsystem corresponding to the project to be measured, and determining a project construction text corresponding to the project to be measured according to the project area, the project building type and the project subsystem corresponding to the project to be measured, for example, "campus network construction of middle school in the morning of Beijing city" is one of the projects to be measured, wherein "the evening primrose is a project area," the middle school "is a project building type," campus network of middle school in the evening primrose is a project subsystem, the project to be measured in this embodiment may be a plurality of "campus network construction text of middle school in the evening primrose" is a project construction text corresponding to "campus network construction of middle school in the evening primrose" in the evening primrose in this embodiment.
specifically, after determining the construction text of each item corresponding to the to-be-calculated item, the devices in each item construction text (described in the text) are extracted to form a device combination in this embodiment, for example, the device combination required by the to-be-calculated item "campus network construction of middle school in the positive area of beijing city", after determining the device combination corresponding to the item construction text "campus network construction standard of middle school in the positive area of beijing city", the cost of the subsystem "campus network of middle school in the positive area of beijing city" is determined based on the purchase price of each device in the preset device combination, that is, the cost of the subsystem "campus network of middle school in the positive area of beijing city" in this embodiment includes the purchase price sum of the devices required by the to-be-calculated item "campus network construction of middle school in the positive area of beijing city", and it can be understood that the cost of the subsystem "campus network of middle school in the positive area of beijing city" may also include the preset cost of construction corresponding to the campus network of middle school in the positive area of beijing city ".
And 300, measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text.
Specifically, after determining the subsystem cost corresponding to each project construction text, adding the subsystem costs corresponding to all project construction texts corresponding to the project to be calculated, thereby obtaining the cost of the project to be calculated. It can be appreciated that the construction cost measuring and calculating method provided by the embodiment is not affected by personal understanding difference, and the cost of the item to be measured and calculated can be directly measured and calculated only by determining the item construction text corresponding to the item to be measured and calculated, so that the personal understanding difference is eliminated, the understanding of the text construction text is unified, the accuracy and reusability of construction cost measuring and calculating are improved, and the examination difficulty of the item cost is reduced.
According to the method, the project construction text corresponding to the project to be calculated is determined through the project area, the project construction type and the project subsystem of the project to be calculated, the equipment combination corresponding to the project construction text and the cost of each subsystem corresponding to each equipment combination are further determined, finally, the cost of the project to be calculated is calculated based on the cost of the subsystem corresponding to each project construction text, unified texts are integrated through unified construction text understanding, personal differences are eliminated, the accuracy and reusability of construction cost calculation are improved, and the examination difficulty of the project cost is reduced.
In an embodiment, the construction cost measuring and calculating method provided in the embodiment of the application may further include:
step 10, word segmentation is carried out on the construction text to be processed based on the construction area, the construction building type and the construction subsystem, and a target word set is obtained;
and step 20, identifying the target word set based on a natural language processing model to obtain target construction texts and a construction text library containing each target construction text.
Specifically, a plurality of subsystem construction texts corresponding to different building types in each region are collected, for example, a 'primary and secondary school construction text in a sea lake region in Beijing city' and a 'primary and secondary school construction text in a morning region in Beijing city' are collected to wait for processing the construction texts, and then the construction texts to be processed are decomposed based on the construction region, the construction building types and the construction subsystems.
Decomposing each text through NLP (Natural Language Processing ) technology, firstly, segmenting each text through word segmentation technology to obtain a vocabulary set, screening special words in the vocabulary set, such as words (classrooms, hallways and the like) representing positions, words (hundred megawords, sizes and the like) representing data, determining positions of the special words in the text, intercepting the text near the special words, measuring importance degree of a certain word to a specific document by calculating word frequency-inverse document frequency of each word in the text near the special words, inputting the words with higher importance degree into a trained natural language processing model, and outputting the device names and the device numbers corresponding to the words with higher importance degree by the trained natural language processing model as references through pre-training association relations between the special words and the device names and the device numbers.
The process of decomposing each text includes extracting key features related to the equipment in each text, such as equipment installation position features (such as school gates and hallways) and data requirement features (such as internet bandwidth not lower than hundred megameters), determining specific equipment and equipment quantity according to the key features related to the equipment in each text, adding the specific equipment and equipment quantity into a total equipment library, and establishing an association relationship between target construction texts (such as construction texts of "beijing ocean lake area kindergarten broadcasting system standard", "beijing ocean security system standard" and "Shanghai city security system standard" in the Beijing ocean district, and "Shanghai city computer network system standard") and corresponding equipment in a total equipment library, wherein "beijing ocean lake area", "beijing ocean area" and "Shanghai city security area" are construction areas, namely project areas in the above embodiments; "kindergarten", "primary school" and "middle school" are types of construction constructions, i.e., project constructions in the above embodiments; "broadcast system", "security system" and "computer network system" are construction subsystems, i.e., project subsystems in the above embodiments.
In the embodiment, a plurality of subsystem construction texts corresponding to different building types in each region are collected through natural language processing.
In an embodiment, the construction cost measuring and calculating method provided in the embodiment of the application may further include:
step 30, extracting target equipment in each target construction text, and determining equipment cost corresponding to each target equipment;
and step 40, determining an equipment library corresponding to each target construction text, wherein the equipment library comprises each target equipment and equipment cost corresponding to each target equipment.
Adding the multiple decomposed target construction texts into a construction text library, extracting equipment required by each target construction text in the total equipment library, namely target equipment in the embodiment, determining equipment cost (comprising various equipment prices) corresponding to each target equipment, and adding the equipment required by each target construction text and the equipment cost corresponding to the equipment required by each target construction text into the equipment library corresponding to each target construction text so as to facilitate the implementation of the construction cost measuring and calculating method provided by the embodiment.
According to the embodiment, the construction texts of the subsystems corresponding to different building types in each region are collected, then the construction text library and the equipment library are created based on the collected construction texts, and a unified data interface is provided for construction cost measurement and calculation of the items to be calculated.
Referring to fig. 2, in an embodiment, the construction cost measuring and calculating method provided in the embodiment of the present application may further include:
and 130, determining each third construction text matched with each project subsystem in the second construction text, wherein the project construction text corresponding to the project to be calculated comprises each third construction text.
Specifically, the construction text library in this embodiment includes a plurality of construction texts, and after determining a project area, a project building type and a project subsystem of a project to be calculated, the construction text library is screened based on the project area to determine a first construction text in the construction text library, which is matched with the project area of the project to be calculated; screening the first construction texts under the condition that a plurality of first construction texts exist, and determining a second construction text in the first construction texts, wherein the second construction text is matched with the project building type of the project to be calculated; and finally screening the second construction texts under the condition that a plurality of second construction texts and project subsystems of the project to be calculated exist, and determining each third construction text matched with each project subsystem in the second construction texts. The project construction text corresponding to the project to be calculated comprises all third construction texts.
According to the method, the project construction text library is screened step by step through the project area, the project building type and the project subsystem of the project to be calculated, the project construction text corresponding to the project to be calculated is obtained, and unified data are provided for calculating the construction cost of the project to be calculated.
In an embodiment, the construction cost measuring and calculating method provided in the embodiment of the application may further include:
step 210, determining each target construction text corresponding to each project construction text;
step 220, determining equipment combinations corresponding to the project construction texts and subsystem costs corresponding to the equipment combinations based on the equipment libraries corresponding to the target construction texts.
Specifically, after each target construction text corresponding to each item of construction text in the construction text library is determined, equipment of the equipment library corresponding to each target construction text, which is created in advance, is used as equipment combination corresponding to each item of construction text, and equipment cost corresponding to equipment required in each target construction text is used as subsystem cost corresponding to the equipment combination (corresponding to each item of construction text).
According to the embodiment, the subsystem cost corresponding to each project construction text corresponding to the project to be calculated is determined through the pre-established construction text library and the equipment library, so that the cost of the project to be calculated can be directly calculated as long as the project construction text corresponding to the project to be calculated is determined, personal understanding difference is eliminated, understanding of the text construction text is unified, accuracy and reusability of construction cost calculation are improved, and examination difficulty of the project cost is reduced.
In an embodiment, the construction cost measuring and calculating method provided in the embodiment of the application may further include:
step 310, determining an equipment library corresponding to each third construction text contained in each project construction text;
step 320, determining a subsystem cost corresponding to each project construction text based on the equipment cost in the equipment library corresponding to each third construction text.
Specifically, after each third construction text included in each project construction text is determined, an equipment library corresponding to each third construction text is further determined, and equipment costs in the equipment libraries corresponding to each third construction text are added to obtain subsystem costs corresponding to each project construction text.
According to the embodiment, the subsystem cost corresponding to each item of construction text is obtained through the equipment library corresponding to each third construction text contained in each item of construction text, so that the cost of the item to be calculated can be directly calculated as long as the item construction text corresponding to the item to be calculated is determined, personal understanding difference is eliminated, understanding of the text construction text is unified, accuracy and reusability of construction cost calculation are improved, and examination difficulty of the item cost is reduced.
In an embodiment, the construction cost measuring and calculating method provided in the embodiment of the application may further include:
step 330, determining construction cost corresponding to each project construction text;
and 340, measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text and the construction cost corresponding to each item construction text.
Specifically, the cost of the item to be calculated may further include construction cost corresponding to each item of construction text, and the cost of each subsystem corresponding to each item of construction text and each construction cost are added to obtain the cost of the item to be calculated.
In the embodiment, the cost of the item to be calculated can be directly calculated only by determining the project construction text corresponding to the item to be calculated, so that the personal understanding difference is eliminated, the understanding of the text construction text is unified, the accuracy and reusability of construction cost calculation are improved, and the examination difficulty of the project cost is reduced.
The construction cost measuring and calculating device provided by the invention is described below, and the construction cost measuring and calculating device described below and the construction cost measuring and calculating method described above can be correspondingly referred to each other.
Referring to fig. 3, the present invention further provides a construction cost measuring device, including:
the project construction text determining module 301 is configured to determine a project construction text corresponding to a project to be calculated based on a project area, a project building type and a project subsystem of the project to be calculated;
a subsystem cost determining module 302, configured to determine a device combination corresponding to each project construction text, and a subsystem cost corresponding to the device combination;
the construction cost calculating module 303 is configured to calculate the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text.
Optionally, the construction cost measuring and calculating device includes:
the construction text decomposition module is used for word segmentation of the construction text to be processed based on the construction area, the construction building type and the construction subsystem to obtain a target word set;
the recognition module is used for recognizing the target word set based on a natural language processing model to obtain target construction texts and a construction text library containing each target construction text.
Optionally, the construction cost measuring and calculating device further includes:
the construction text extraction module is used for extracting target equipment in each target construction text and determining equipment cost corresponding to each target equipment;
the equipment library determining module is used for determining equipment libraries corresponding to the target construction texts, wherein the equipment libraries comprise the target equipment and equipment cost corresponding to the target equipment.
Optionally, the project construction text determining module includes:
the first matching unit is used for determining a first construction text matched with the project area in the construction text library;
the second matching unit is used for determining a second construction text matched with the project building type in the first construction text;
and the third matching unit is used for determining each third construction text matched with each project subsystem in the second construction text, and the project construction text corresponding to the project to be calculated comprises each third construction text.
Optionally, the subsystem cost determination module includes:
the target construction text determining unit is used for determining each target construction text corresponding to each project construction text;
and the equipment combination determining unit is used for determining equipment combinations corresponding to the project construction texts and subsystem costs corresponding to the equipment combinations based on the equipment libraries corresponding to the target construction texts.
Optionally, the construction cost measurement module includes:
the equipment library determining unit is used for determining equipment libraries corresponding to the third construction texts contained in the project construction texts;
and the subsystem cost determining unit is used for determining the subsystem cost corresponding to each project construction text based on the equipment cost in the equipment library corresponding to each third construction text.
Optionally, the construction cost measurement module further includes:
the construction cost determining unit is used for determining the construction cost corresponding to each project construction text;
the construction cost measuring and calculating unit is used for measuring and calculating the cost of the project to be calculated based on the subsystem cost corresponding to each project construction text and the construction cost corresponding to each project construction text.
Fig. 4 illustrates a physical schematic diagram of an electronic device, as shown in fig. 4, which may include: processor 410, communication interface (Communications Interface) 420, memory 430 and communication bus 440, wherein processor 410, communication interface 420 and memory 430 communicate with each other via communication bus 440. Processor 410 may invoke logic instructions in memory 430 to perform the construction cost calculation method.
Further, the logic instructions in the memory 430 described above may be implemented in the form of software functional units and may be stored in a computer-readable storage medium when sold or used as a stand-alone product. Based on this understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, comprising several instructions for causing a computer device (which may be a personal computer, a server, a network device, etc.) to perform all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
In another aspect, the present invention also provides a computer program product comprising a computer program, the computer program being storable on a non-transitory computer readable storage medium, the computer program, when executed by a processor, being capable of executing the construction cost measuring method provided by the above methods.
In yet another aspect, the present invention also provides a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, is implemented to perform the construction cost measurement method provided by the above methods.
The apparatus embodiments described above are merely illustrative, wherein the elements illustrated as separate elements may or may not be physically separate, and the elements shown as elements may or may not be physical elements, may be located in one place, or may be distributed over a plurality of network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
From the above description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course may be implemented by means of hardware. Based on this understanding, the foregoing technical solution may be embodied essentially or in a part contributing to the prior art in the form of a software product, which may be stored in a computer readable storage medium, such as ROM/RAM, a magnetic disk, an optical disk, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method described in the respective embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and are not limiting; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims (10)
1. A construction cost measuring and calculating method, comprising:
determining a project construction text corresponding to a project to be calculated based on a project area, a project construction type and a project subsystem of the project to be calculated;
determining equipment combinations corresponding to the project construction texts and subsystem costs corresponding to the equipment combinations;
and measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text.
2. The construction cost measuring and calculating method according to claim 1, wherein the determining the project construction text corresponding to the project to be calculated based on the project area, the project building type and the project subsystem of the project to be calculated includes:
word segmentation is carried out on the construction text to be processed based on the construction area, the construction building type and the construction subsystem, and a target word set is obtained;
and identifying the target word set based on a natural language processing model to obtain target construction texts and a construction text library containing each target construction text.
3. The construction cost measuring and calculating method according to claim 2, wherein the identifying the target word set based on the natural language processing model to obtain target construction texts, and the construction text library including each target construction text comprises:
extracting target equipment in each target construction text, and determining equipment cost corresponding to each target equipment;
and determining an equipment library corresponding to each target construction text, wherein the equipment library comprises each target equipment and equipment cost corresponding to each target equipment.
4. The construction cost measuring and calculating method according to claim 2, wherein the determining the project construction text corresponding to the project to be calculated based on the project area, the project building type and the project subsystem of the project to be calculated includes:
determining a first construction text matched with the project area in the construction text library;
determining a second construction text matched with the project building type in the first construction text;
and determining each third construction text matched with each project subsystem in the second construction text, wherein the project construction text corresponding to the project to be calculated comprises each third construction text.
5. The construction cost measuring and calculating method according to claim 3, wherein the determining the equipment combination corresponding to each project construction text, and the subsystem cost corresponding to the equipment combination, comprises:
determining each target construction text corresponding to each project construction text;
and determining equipment combinations corresponding to the project construction texts and subsystem costs corresponding to the equipment combinations based on the equipment libraries corresponding to the target construction texts.
6. The construction cost measuring and calculating method according to claim 4, wherein the measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text comprises:
determining equipment libraries corresponding to the third construction texts contained in the project construction texts;
and determining the subsystem cost corresponding to each project construction text based on the equipment cost in the equipment library corresponding to each third construction text.
7. The construction cost measuring and calculating method according to claim 1, wherein the measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text comprises:
determining construction cost corresponding to each project construction text;
and measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text and the construction cost corresponding to each item construction text.
8. A construction cost measuring and calculating device, characterized by comprising:
the project construction text determining module is used for determining a project construction text corresponding to a project to be calculated based on a project area, a project building type and a project subsystem of the project to be calculated;
the subsystem cost determining module is used for determining equipment combinations corresponding to the project construction texts and subsystem cost corresponding to the equipment combinations;
the construction cost measuring and calculating module is used for measuring and calculating the cost of the item to be calculated based on the subsystem cost corresponding to each item construction text.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the construction cost calculation method according to any one of claims 1 to 7 when the program is executed by the processor.
10. A non-transitory computer readable storage medium having stored thereon a computer program, wherein the computer program when executed by a processor implements the construction cost measuring method according to any of claims 1 to 7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211715055.1A CN116051164B (en) | 2022-12-29 | 2022-12-29 | Construction cost measuring and calculating method, device, equipment and readable storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211715055.1A CN116051164B (en) | 2022-12-29 | 2022-12-29 | Construction cost measuring and calculating method, device, equipment and readable storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN116051164A true CN116051164A (en) | 2023-05-02 |
| CN116051164B CN116051164B (en) | 2023-11-28 |
Family
ID=86114099
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202211715055.1A Active CN116051164B (en) | 2022-12-29 | 2022-12-29 | Construction cost measuring and calculating method, device, equipment and readable storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN116051164B (en) |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101604322A (en) * | 2009-06-24 | 2009-12-16 | 北京理工大学 | A kind of decision level text automatic classified fusion method |
| CN107239906A (en) * | 2017-06-08 | 2017-10-10 | 云南电网有限责任公司曲靖供电局 | Cost Index Study on Estimating and application system |
| CN109472462A (en) * | 2018-10-18 | 2019-03-15 | 中山大学 | A kind of project risk ranking method and device based on the fusion of multi-model storehouse |
| CN109754187A (en) * | 2018-12-17 | 2019-05-14 | 广州迈安信息科技有限公司 | Project cost index classification and calculation of measured data governing system |
| CN110942405A (en) * | 2019-11-07 | 2020-03-31 | 北京华跃博弈科技有限公司 | Decoration project quotation system based on supplier material information |
| CN112507442A (en) * | 2021-02-02 | 2021-03-16 | 巧夺天宫（深圳）科技有限公司 | BIM project material and engineering cost statistical method |
| CN113610486A (en) * | 2021-07-05 | 2021-11-05 | 中交二公局第三工程有限公司 | Project cost accounting method |
| CN114168716A (en) * | 2022-02-11 | 2022-03-11 | 华南理工大学 | Deep learning-based automatic engineering cost extraction and analysis method and device |
| CN114579693A (en) * | 2021-12-02 | 2022-06-03 | 广州趣丸网络科技有限公司 | NLP text security audit multistage retrieval system |
-
2022
- 2022-12-29 CN CN202211715055.1A patent/CN116051164B/en active Active
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101604322A (en) * | 2009-06-24 | 2009-12-16 | 北京理工大学 | A kind of decision level text automatic classified fusion method |
| CN107239906A (en) * | 2017-06-08 | 2017-10-10 | 云南电网有限责任公司曲靖供电局 | Cost Index Study on Estimating and application system |
| CN109472462A (en) * | 2018-10-18 | 2019-03-15 | 中山大学 | A kind of project risk ranking method and device based on the fusion of multi-model storehouse |
| CN109754187A (en) * | 2018-12-17 | 2019-05-14 | 广州迈安信息科技有限公司 | Project cost index classification and calculation of measured data governing system |
| CN110942405A (en) * | 2019-11-07 | 2020-03-31 | 北京华跃博弈科技有限公司 | Decoration project quotation system based on supplier material information |
| CN112507442A (en) * | 2021-02-02 | 2021-03-16 | 巧夺天宫（深圳）科技有限公司 | BIM project material and engineering cost statistical method |
| CN113610486A (en) * | 2021-07-05 | 2021-11-05 | 中交二公局第三工程有限公司 | Project cost accounting method |
| CN114579693A (en) * | 2021-12-02 | 2022-06-03 | 广州趣丸网络科技有限公司 | NLP text security audit multistage retrieval system |
| CN114168716A (en) * | 2022-02-11 | 2022-03-11 | 华南理工大学 | Deep learning-based automatic engineering cost extraction and analysis method and device |
Also Published As
| Publication number | Publication date |
|---|---|
| CN116051164B (en) | 2023-11-28 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN111723870B (en) | Artificial intelligence-based data set acquisition method, apparatus, device and medium | |
| CN114116973A (en) | Multi-document text duplicate checking method, electronic equipment and storage medium | |
| CN115859128B (en) | Analysis method and system based on interaction similarity of archive data | |
| CN116402166B (en) | Training method and device of prediction model, electronic equipment and storage medium | |
| CN111259262A (en) | Information retrieval method, device, equipment and medium | |
| CN112100374A (en) | Text clustering method and device, electronic equipment and storage medium | |
| CN111679975A (en) | Document generation method and device, electronic equipment and medium | |
| CN115223251A (en) | Training method and device for signature detection model, electronic equipment and storage medium | |
| CN117707922A (en) | Method and device for generating test case, terminal equipment and readable storage medium | |
| CN113205130B (en) | Data auditing method and device, electronic equipment and storage medium | |
| Tuomi et al. | Bayesian analysis of the radial velocities of HD 11506 reveals another planetary companion | |
| CN111723182B (en) | Key information extraction method and device for vulnerability text | |
| CN116051164B (en) | Construction cost measuring and calculating method, device, equipment and readable storage medium | |
| CN113705164A (en) | Text processing method and device, computer equipment and readable storage medium | |
| CN113723466B (en) | Text similarity quantification method, device and system | |
| CN110287487B (en) | Master predicate identification method, apparatus, device, and computer-readable storage medium | |
| CN116795978A (en) | Complaint information processing method and device, electronic equipment and medium | |
| CN115964997A (en) | Confusion option generation method and device for choice questions, electronic equipment and storage medium | |
| CN116467603A (en) | Model training method, device and equipment | |
| CN113704452B (en) | Data recommendation method, device, equipment and medium based on Bert model | |
| CN115719058A (en) | Content analysis method, electronic equipment and storage medium | |
| CN113449506A (en) | Data detection method, device and equipment and readable storage medium | |
| CN109493868B (en) | Policy entry method and related device based on voice recognition | |
| CN113239075A (en) | Construction data self-checking method and system | |
| CN112910674B (en) | Physical site screening method and device, electronic equipment and storage medium |
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 |