CN117709693A - Method for assisting merchant to accurately lock house construction requirements of owners - Google Patents
Method for assisting merchant to accurately lock house construction requirements of owners Download PDFInfo
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Abstract
The invention discloses a method for assisting a merchant to accurately lock house construction requirements of owners, which relates to the technical field of Internet big data application and comprises the following steps: firstly, collecting information data of a house; secondly, collecting construction requirement data of a house; thirdly, collecting construction flow data of the house; (IV) association and authority setting of each party and a special database; and fifthly, collecting construction state data of the house. According to the method, construction content data are collected, stored and shared in real time through the combination of terminal equipment and an organization management mode, the construction is sequentially carried out on houses according to a fixed sequence until the whole construction process is finished, a platform analyzes and processes uploaded data in real time in the process to generate commodity type data with real needs and demand prospects of owners, the commodity type data are pushed to the owners through the terminal equipment, free transaction is carried out between the owners and corresponding building material home merchants, and finally the building material home merchants are assisted in accurately locking the house construction demands of the owners.
Description
Technical Field
The invention relates to the technical field of Internet big data application, in particular to a method for assisting a merchant to accurately lock house construction requirements of an owner.
Background
How to comprehensively and accurately acquire the construction requirements of house owners becomes an important point of increasing attention in various industries (such as home decoration, building materials and the like), and a plurality of home electronics business platforms such as home net, earth rabbit, living net and the like are created for the important point.
Taking house decoration as an example, at present, two implementation modes of house decoration construction exist, one is that owners design, manage and purchase all materials and workers in full right; the other is that the owner takes the network platform as medium to entrust the house decoration construction to a third party (decoration company or a packer) according to the own demand.
To complete the entire construction process of the house, one person is required to organize and manage the site operations. The first way has the following disadvantages: requiring a certain expertise and a lot of time for the owner. For the second mode, the disadvantage is that:
(1) Because some or all materials and constructors required by house construction are purchased by contractors, and the concrete construction flow, the approach time and the construction quality are organized and managed by the manager of the contractors; therefore, the information of all construction contents is centralized and sealed in the hands of the manager of the contractor, so that the information asymmetry is generated between the owner and the contractor for the construction contents, and therefore, part of contractors utilize the information advantages of the contractor to change the quality and quantity of construction materials in the dark, a series of decoration quality problems are caused, and the occupation ratio of complaints in the whole decoration industry is high.
(2) For building material home merchants, because all construction contents of the house are organized and managed by management staff of a contractor, all construction content information of the house is centralized and sealed in the contractor, so that supply and demand matching between owners and the building material home merchants is caused to exist information blocking points, partial building material home merchants and clients (owners) are not direct transaction modes, and when after-sale disputes occur, the phenomenon that three parties push each other and wither is likely to occur.
In addition, all building material home merchants have a customer source (flow) in the product sales process, then determine which customers are owners, and combine the house construction state or the use state of the owners, and whether the owners purchase or not, and can lock a target customer by combining three conditions, namely: merchants must meet the need of fully acquiring the information of owners, house states and purchasing behaviors to achieve the business purpose of precisely locking the customers. In the existing construction organization management mode, all construction contents of the house are organized and coordinated by site management staff according to the actual state of the house, so that all state content information and owner related information of the house are intensively sealed and blocked in the hands of the site management staff, and therefore supply and demand information between building material home merchants and owners is not matched, and the efficient and accurate business purpose is difficult to achieve.
In addition, in the technical service modes of all home electronic commerce platforms at the present stage, product information of merchants is stored in a centralized manner on terminal equipment, and the method is characterized in that commodity information which accords with the input content is displayed widely in time according to the content input by a user on the terminal equipment, and the user is allowed to conduct ranking comparison according to the standards of price, sales, evaluation and the like, so that the user is matched with the transaction generated on the platform through the terminal equipment; the other is that the platform server collects the operation content data (such as collection praise, watching record, searching record, purchasing record and input record) of the user on the terminal device, generates commodity data possibly needed by the user after analysis and processing, and then pushes commodity information through the terminal device so as to match the behavior of the user on the platform through the terminal device. Because the users consume and use various building material home products, the users need to attach to the houses, and the actual demands of each user on various building material home products are generated based on the house states (construction states or use states) of the users. Therefore, under the condition that the platform does not have house data, no matter how the house data are analyzed and processed, the house state data of the user can not be calculated, only the possible demand data of the user can be obtained, commodity information actually required by the user can not be obtained, and further, the business purpose of accurately locking the customer can not be really realized for the merchant.
Disclosure of Invention
Aiming at the problems in the prior art, the invention provides a method for assisting a merchant to accurately lock the house construction requirements of an owner, which not only can effectively reduce the information matching and communication costs of all parties, but also can well assist the merchant to realize the business purpose of accurately locking the customer, and can meet the real construction requirements of the owner as far as possible.
In order to achieve the above purpose, the technical scheme adopted by the invention is as follows:
a method for assisting a merchant to accurately lock house construction requirements of an owner comprises the following steps:
(1) Collecting current basic information of a house, including an area and a house type graph, and storing the basic information in a platform server in a special database form;
(2) Collecting house construction requirement information issued by an owner and storing the house construction requirement information in a special database;
(3) The platform generates a house construction flow according to the current basic information of the house and the house construction demand information data, and sets the association and authority of owners, decoration households, workers and building material home merchants with a special database;
(4) Each party performs construction according to the house construction flow, and a finishing manager performs real-time record description on the completion condition of each link in the construction flow and stores the real-time record description in a special database until the construction is completed; in the construction process, the platform processes the data uploaded to the special database in real time to generate commodity type data with real needs and demand prospects of the owners, the commodity type data are pushed to the owners through the terminal equipment, free transaction operation is carried out between the owners and corresponding building material home merchants, and finally the building material home merchants are assisted to accurately lock house construction demands of the owners.
Specifically, the house construction requirement information of the owners is released in the form of effect figures and/or text descriptions.
Specifically, in the step (3), the house construction flow comprises one or more links of house type disassembly and modification, hydro-electric positioning, hydropower construction, waterproof construction, balcony window sealing, mud tile construction, custom measurement, woodworking construction, paint construction, ceramic tile joint, kitchen cabinet installation, wall surface soft installation, indoor custom installation, sanitary installation, switch socket installation, barren cleaning and furniture home appliance approach.
Further, in the step (3), the authority of the decoration manager is the data and/or image editing and uploading operation of each link in the construction flow, and the data and/or image cannot be edited and deleted secondarily after uploading; meanwhile, after the construction of all links is finished, the platform automatically releases the association between the decoration manager and the special database.
In the step (3), the permission of the workers and the building material home merchants is the data browsing operation in the specific link responsible for the workers and the building material home merchants, and after the construction of the corresponding link is finished, the platform automatically releases the association between the workers and the building material home merchants and the special database.
Furthermore, in the step (4), in the construction process, the owner issues new requirements according to real-time changes of the house states, and the house construction process is adjusted in real time by a decoration manager.
Specifically, in the step (4), the process of the platform processing the data uploaded to the special database in real time is as follows:
the method comprises the steps that S1, a platform performs quality inspection on data uploaded in a special database, and processes missing values, abnormal values and error values to obtain a construction data set;
(S2) carrying out standardized processing on house type diagrams and construction effect image data in construction data sets, and carrying out text processing on house construction requirement information of owners and commodity information related to a construction flow, wherein the text processing comprises word segmentation, stop word removal and word stem formation, so as to generate commodity type data with current actual requirements of the owners and requirement prospects in follow-up construction;
and (S3) repeating the steps (S1) and (S2) until the construction is completed.
Specifically, in the step (S1), the processing mode of the missing value is determined according to the influence coefficient of the missing value, and if the influence coefficient is smaller than the threshold influence of the missing value, the missing value is directly deleted; otherwise, the missing values are filled with the average of the neighboring six numbers that are the same class as the missing values.
Specifically, in the step (S1), the processing mode of the outlier is determined according to the influence coefficient of the outlier, and if the influence coefficient is greater than the threshold influence of the outlier, the outlier is directly deleted; otherwise, the outlier average value is calculated for e undeleted neighboring homogeneous outliers, and then the e undeleted neighboring homogeneous outliers are replaced by the outlier average value.
Specifically, in the step (S1), the error value is directly corrected in a manner that the error value is within a reasonable range.
Compared with the prior art, the invention has the following beneficial effects:
(1) The method comprises the following steps of: the operation plan of the user can be reasonably arranged according to the data content of the associated project, so that the time utilization efficiency is improved; after the construction is finished, the platform is not pumped, and the economic benefit is obtained by all the labor of the platform, so that the labor economic benefit of workers is improved; after the whole construction is finished, the evaluation data of the owners are correspondingly reserved in a database of the workers to form a movable digital file, the digital file is displayed in a public way through a platform, and the digital file is directly transacted with the owners through terminal equipment, so that the risks of arrearages and deductions of the workers are reduced.
For owners: the automatic purchasing and direct transaction of materials and workers required by the whole construction can be carried out, the problem of material reduction in the middle link of a third party is avoided, and the construction condition of the house can be received and checked at any time; after construction is finished, all contents such as hidden construction lines and specification and model of materials of the house are stored in a special database in the form of data to form a digital file of the house, and a traceable electronic document is provided for maintenance and product replacement of the house in the later period.
For merchants: the terminal equipment can directly conduct transaction with the owners, and the latest data information of the associated items is received at any time, so that the delivery plan of the terminal equipment is reasonably arranged; the platform server can not only promote the direct matching of the supply and demand information of the merchant and the owner and separate from the intermediate link of the third party through the acquisition and analysis of the related data content, but also reduce the risks of payment delineating and repudiation of the merchant, thereby effectively improving the commodity sales efficiency of the merchant.
(2) According to the invention, the quality inspection is carried out on the data in the special database in real time, so that the missing value, the abnormal value and the error value in the data can be timely found and processed, the accuracy and the integrity of the data are ensured, and a reliable guarantee is provided for assisting the building material home merchant in accurately locking the house construction requirement of the owner.
(3) The missing value processing strategy adopted by the invention can effectively process the missing value, and the continuity and the validity of important information are reserved; the adopted abnormal value processing mode reduces the influence of the abnormal value on accurately obtaining commodity data which is actually needed or possibly needed by an owner, and keeps the reliability of the data; the error value processing mode is favorable for maintaining the accuracy of data and preventing the interference caused by the error value.
(4) The invention realizes the full utilization of various status data of the house, highly matches the requirements of owners in the whole house construction process (including initial requirements and new requirements generated in the construction process), not only can effectively reduce the information acquisition and communication costs of all parties, but also provides reliable practical basis for merchants to accurately lock target customers.
Detailed Description
The invention will be further illustrated with reference to the following examples, which are included by way of illustration, but not limitation.
The embodiment provides a method for assisting a merchant to accurately lock house construction requirements of an owner, which relies on a network as a carrier to collect operation contents of the owner and house state content data, so that commodity type data of real needs of the owner and a commodity with a requirement prospect are generated in real time, and finally the merchant is assisted to accurately lock the house construction requirements of the owner. In the aspect of the system, the data acquisition of the embodiment mainly comprises an owner terminal, a decoration manager terminal, a worker terminal, a merchant terminal and a platform server, wherein the owner terminal, the decoration manager terminal, the worker terminal and the merchant terminal are all connected with the platform server in a wireless mode, and the owner terminal, the decoration manager terminal, the worker terminal and the merchant terminal are mobile phones, tablets or intelligent mobile devices.
It should be noted that, the commodity type data with the prospect of the owner has no need in the house construction of the owner, but the commodity type data with the prospect of the owner is a hidden television cabinet, for example, the product actually needed in the house construction of the owner is a television.
The process of the embodiment mainly comprises information data acquisition of a house, construction requirement data acquisition of the house, construction process data acquisition of the house, association and authority setting of terminal equipment of each party and a database, and construction state data acquisition of the house, wherein the information data acquisition of the house, the construction requirement data acquisition of the house, the construction process data acquisition of the house, the association and authority setting of the terminal equipment of each party and the database, and the construction state data acquisition of the house are respectively as follows:
1. information data acquisition for houses
All users can register and log in the platform server through the network terminal equipment, basic house information (such as name, area, house pattern, position and contact mode) needing to be decorated is input in a new project operation interface of a project label column, and is confirmed and submitted to be uploaded to the platform server, after the operation is successful, the platform server generates a project card module according to the input content of the users, wherein the project card module comprises: the project content module, the decoration manager module, the worker module, the merchant module and the construction flow module are divided into 5 sub-modules. In this embodiment, the construction flow module mainly includes house type disassembly and modification, hydro-electric positioning, hydropower construction, waterproof construction, balcony window sealing, mud tile construction, custom measurement, woodworking construction, paint construction, ceramic tile joint, kitchen cabinet installation, wall surface soft mounting, indoor custom mounting, sanitary installation, switch socket installation, barren cleaning, furniture home appliance approach and other name module list. Meanwhile, the platform creates a user and house special database, and marks the user as a house owner with decoration requirements, so that data acquisition of the house owner and house information is realized. The aim is that: the platform pushes and displays to the owner terminal equipment according to the data content in the special database, and the information of workers in the same city (such as designers, decoration households, water electricians and the like) and the information of merchants of materials (such as cement river sand, water and electricity pipelines, central air conditioner, intelligent houses and the like) with the requirement prospect are constructed in the early stage.
It should be noted that, the information of the same-city workers with the requirement prospect in the early construction refers to the information that the owners do not need to do so, but the information is more beneficial to the house construction, for example, the owners are water electricians, but the information of the same-city water electricians in the early construction can be pushed to the owners instead of full time.
2. Construction demand data acquisition for houses
And describing, editing and uploading decoration requirements (effect graphs or data contents in other text forms) of the house to a platform by the owner in a project content module interface through terminal equipment according to the living requirements of the owner on the house, and storing the decoration requirements in a special database after successful operation so as to realize construction requirement data acquisition of the house. The aim is that: the platform can determine what product data is likely to be needed for the owner's house construction.
3. Construction flow data acquisition of house
To achieve the decoration of the owners, a series of construction needs to be performed on the house, and a site construction manager needs to be needed to complete the whole construction process of the house, so that the whole construction process is coordinated and managed. If the owner does not have time or does not know, a repair manager is purchased through the terminal equipment, and the whole construction process of the house is coordinated and managed and serviced. After the owner finishes the purchasing operation of ' finishing households ', the platform sends an item ' associated ' message reminding operation frame to finishing households terminal equipment of the owner purchasing, after finishing households receive messages through the terminal equipment, the operation of item association is confirmed and finished according to the content of the associated messages, and after the operation is successful, the platform copies and sends an owner ' item ' card module to the terminal equipment of the finishing households and displays the owner ' item ' card module in an item ' tag column. When the platform server collects the association change of the special database, a message reminding mode frame of successful association is sent to the owner terminal equipment.
After the project is successfully associated, a decoration manager can browse and check the data content of the associated project through the terminal equipment, and carry out professional splitting on the whole construction realization process of the house according to the data content uploaded in the project content module by the industry owner to form a plurality of construction links, then the name modules corresponding to the construction links are selected from the name module list in the construction flow interface of the associated project through the terminal equipment, and are sequentially arranged and edited and uploaded, after the operation is successful, the platform generates a name module flow chart with a fixed sequence according to the edited content as a construction flow, covers the original name module list and is simultaneously stored in the associated special database. When the platform collects the database to change, the 'construction flow' module content successfully edited by the decoration manager is copied and sent to the terminal equipment of the owner.
When the house is formally constructed, the construction process data acquisition of the house is realized according to the sequence of the successfully edited name modules in the construction process modules. The purpose is that: the construction flow content is displayed in a data form through terminal equipment, so that all personnel participating in construction reasonably arrange own approach time in a content information sharing mode; meanwhile, the server can mark the sequence of various materials and worker demands of the owners according to the sequence of the construction flow, and then the server can timely push the terminal equipment of the owners by combining the state data of the houses, so that the commodity and worker information with the earlier-stage demands and the demand prospects of the house construction are provided.
The commodity and worker information which is required and has a demand prospect in the early stage of the house construction is not required, but commodity and worker information which are more beneficial to the house construction are required in the early stage of the house construction.
The earlier stage of house construction may be unnecessary, but commodity information examples that would be more advantageous for house construction are: the commodity necessary in the early stage is a ceramic tile, and the commodity with the prospect of demand is a plastic expansion pin for further strengthening the ceramic tile.
The earlier stage of house construction may be unnecessary, but examples of worker information that would be more advantageous for house construction are: i.e. the aforementioned case where the owner himself or herself is a non-professional water electrician.
4. Association of terminal equipment and database of each party and authority setting
All workers and materials are purchased independently by a owner through terminal equipment according to the requirements of house construction, after purchasing operation is completed, a platform sends a message reminding operation frame which is associated with a project of the owner to the terminal equipment of the selected workers and the merchant, and after the workers and the merchant receive the message through the respective terminal equipment, the operation of project association is confirmed and completed according to the data content of the associated message. After the operation is successful, the platform sends an item card module which is the same as the owner to the terminal equipment of the item association personnel and displays the item card module in the respective 'item' tag columns. The basic information of the finishing manager successfully associated with the project is stored and displayed in a 'finishing manager' module, the basic information of the construction worker is stored and displayed in a 'worker' module, and the basic information of the material merchant is stored and displayed in a 'merchant' module. The aim is that: through the terminal equipment, information sharing of project data content and each participant is realized, and data acquisition and marking of owner purchasing behavior are realized.
All personnel terminal devices associated with the project database have the authority of sharing the data content, but the operation authorities are different: 1. the personnel terminal devices stored in the merchant module and the worker module only have browsing operation rights and no editing rights on the associated item content; the purpose is that: the construction workers and merchants participating in the project can timely receive the information and view the data content of the project; 2. the personnel terminal equipment stored in the decoration manager module can only edit and upload the content of the construction flow module in the related project database. The purpose is that: the decoration housekeeper is a worker with professional construction management; 3. after a home owner purchases a decoration manager through terminal equipment and project association is successful, the terminal equipment of the home owner does not have editing and uploading operation authority on the contents of the 'construction flow' process module, and any new requirements can only be described, edited and uploaded in the 'project content' module, so that the purposes are as follows: construction organization and management can only follow a unified standard; 4. and the decoration manager edits the progress of the name module corresponding to the current construction of the house through the terminal equipment, edits the operation authority when the progress is edited to be finished, and automatically jumps to the next name module. Meanwhile, the association authority of the worker/merchant terminal equipment corresponding to the link and the project database is automatically released, and the association authority of the decoration manager terminal equipment and the project database is automatically released after the last construction link is completed; the purpose is that: ensuring that the site construction and the name module flow are uniformly corresponding; 5. during construction, terminal equipment of owners and decoration households does not have operation authority of deleting and reediting all data contents successfully uploaded; the purpose is that: during construction, after execution according to the unified standard, a contract with fixed content is formed, and illegal rights and responsibilities during construction are prevented.
5. Construction status data acquisition for houses
Before the formal construction is started: and (3) describing, recording and editing a specific list of workers and materials required for house construction in a first name module in a 'construction flow' module interface of the associated project by a decoration manager through terminal equipment, uploading the specific list to a platform server, and storing the specific list in a special database after successful operation. When the platform collects the change of the special database, a message reminding mode frame is sent to the terminal equipment of the owner. After receiving the information through the terminal equipment, the owner edits the uploaded data content according to the finishing manager, and then carries out independent purchase on workers and materials required by the beginning of the project, after the purchase operation is finished, the platform server sends an information reminding operation frame related to the project to the terminal equipment of the workers and the merchants selected by the owner, and after receiving the information through the respective terminal equipment, the workers and the merchants confirm and finish the operation related to the project according to the content of the related information. After the operation is successful, the platform copies and transmits a project card module of a owner to terminal equipment of the associated personnel and displays the project card module in a project tag column; the basic information of the associated worker is stored and displayed in a worker module, and the basic information of the material merchant is stored and displayed in a merchant module.
When the platform collects the association change of the special database, a message reminding mode frame of 'successful association' is sent to terminal equipment of owners and decoration households; after receiving the message through the terminal equipment, the finishing manager describes and edits the starting content and the material approach time of the house in a first name module in a 'construction flow' module interface of the associated project according to the data content of the associated message, uploads the starting content and the material approach time to the platform server, and stores the starting content and the material approach time in a special database after successful operation. When the platform collects the change of the special database, a message reminding mode frame is sent to terminal equipment of all related personnel of the project database. After all the related personnel receive the information through the respective terminal equipment, according to the uploaded data content edited by the decoration manager, the related workers and merchants start to prepare own approach construction and delivery plans. The aim is that: the platform obtains commodity data required by real-time construction of the owner by marking construction list data uploaded by a decoration manager in real time, and pushes commodity information of related content to the owner in time through terminal equipment, so that the owner can directly select and purchase the commodity, intermediate transactions of third parties are avoided, and the parties are ensured not to generate benefit conflicts.
And formally starting construction: and (3) checking and accepting the approach of various materials, recording, describing, editing and uploading the approach to a platform server in a name module corresponding to the house site construction by a decoration manager through terminal equipment. After the operation is successful, the information is stored in a special database, and when the platform collects that the special database changes, a message reminding mode frame is sent to terminal equipment of all related personnel in the special database. After all project association personnel receive the information through respective terminal equipment, according to the data content uploaded by the decoration manager, the associated workers start to arrange own construction plan, and the purpose is that: the method has the advantages that the owners timely know that the purchased materials are arrived and received, meanwhile, the flow data of the commodities purchased by the owners are tracked and collected, and further the site of the house is determined to be in a construction state.
Meanwhile, the construction quality of each worker is managed, the decoration manager records, describes and edits the site construction condition and content of the house in a name module corresponding to site construction through terminal equipment, the site construction condition and content are uploaded to a platform server, the site construction condition and content are stored in an associated project database after the operation is successful, the platform server collects the database to change, a message reminding mode frame is sent to terminal equipment of all associated personnel of the project database, all project associated personnel receive the message through the terminal equipment, and then the relevant workers start to arrange own construction plans according to the uploaded data content edited by the decoration manager. The purpose is that: the method has the advantages that the owners can timely know the site construction condition and quality of the houses; meanwhile, the server can timely mark commodity content data sets which are needed by the construction of the house and have the subsequent requirement prospect according to the data change of the construction state of the house.
The construction process comprises the following steps: with the continuous change of the house on-site state, the owner may generate new demands, at this time, the owner can describe, edit and upload own demands to the platform in the 'project content' module interface through the terminal device, after the operation is successful, the demands are stored in the project database, the platform only needs to collect the change of the database, a message reminding mode frame is sent to the terminal devices of all the associated personnel of the project database, all the project associated personnel receive the messages through the respective terminal devices, and the associated personnel start to arrange own construction plan according to the data content uploaded by the owner editing after receiving the messages. The aim is that: and further acquiring operation content data of the owners, analyzing the operation content data of the owners in real time according to the change of the house state, and pushing the non-purchased commodity information with a demand prospect to terminal equipment of the owners in time.
Meanwhile, according to the real-time change of the house state, a decoration manager needs to record, describe and edit a great amount of current construction state content in a name module corresponding to house site construction through terminal equipment, the current construction state content is uploaded to a platform server, the current construction state content is stored in an associated project database after operation is successful, and a message reminding mode frame is sent to terminal equipment of all associated personnel of the project database as long as the platform collects the change of the database. After receiving the information through the terminal equipment, all project association personnel timely know the field condition of the associated project according to the uploaded data content edited by the decoration manager, and meanwhile, the owner also performs purchase on related materials and workers required by subsequent construction in advance through the terminal equipment.
And the participants of each party perform corresponding operation and message receiving through the respective terminal equipment, and sequentially deliver and construct according to the fixed sequence in the construction flow module until the end of the last construction link.
The house construction content is edited and uploaded in real time by a decoration manager through terminal equipment, all personnel associated with the project receive construction content information of the house in time through respective terminal equipment under an information sharing mechanism, and according to the construction flow sequence, the owners purchase materials and participators distribute cargoes and enter the house to construct on time until the whole house decoration construction process is finished, so that state data acquisition of the house construction process is realized. The final purpose is as follows: the platform timely collects, analyzes and processes operation content data of the owners and status data of house changes, so that real requirements of the owners and data with demand prospects are obtained, product information with the non-purchased real requirements and product information with the demand prospects are pushed to the owners through the terminal equipment, and accurate matching of supply and demand information between merchants and the owners is achieved. Specifically, the process of the platform for processing the data uploaded to the special database in real time is as follows:
the method comprises the steps that S1, a platform performs quality inspection on data uploaded in a special database, and processes missing values, abnormal values and error values to obtain a construction data set; the processing mode of the missing value is determined according to the influence coefficient of the missing value, and if the influence coefficient is smaller than the threshold influence of the missing value, the missing value is directly deleted; otherwise, filling the missing value by using the average value of the adjacent six numbers which are similar to the missing value; the processing mode of the abnormal value is determined according to the influence coefficient of the abnormal value, and if the influence coefficient is larger than the threshold influence of the abnormal value, the abnormal value is directly deleted; otherwise, calculating an abnormal value average value of e undeleted adjacent similar abnormal values, and then replacing the e undeleted adjacent similar abnormal values with the abnormal value average value; the error value is directly corrected in a reasonable range, wherein the reasonable range refers to the value of the processed data does not exceed the reasonable value range in business or reality;
wherein, the influence coefficient of the missing value refers to the quantitative representation of the influence degree of the missing value on the whole data set; statistical methods, such as correlation coefficients and covariance, can be used to measure the relationship between the missing values and other data, and the smaller the influence coefficient is, the smaller the influence of the missing values on the whole data set is;
the threshold influence of the missing value is a critical value for determining whether to delete the missing value, namely, when the influence coefficient is smaller than the threshold, the missing value is deleted; the missing value threshold impact may be set by empirical value, domain knowledge, or based on business needs;
(S2) carrying out standardized processing on house type diagrams and construction effect image data in construction data sets, and carrying out text processing on house construction requirement information of owners and commodity information related to a construction flow, wherein the text processing comprises word segmentation, stop word removal and word stem formation, so as to generate commodity type data currently required by the owners;
and (S3) repeating the steps (S1) and (S2) until the construction of all links is completed.
The invention combines terminal equipment and an organization management mode, utilizes terminal equipment of participants of each party to collect and share real-time data of the site and construction content of the house, sequentially carries out operation construction on the house according to a fixed construction sequence until the whole construction process is finished, forms a digitalized management method for the suite repair construction, realizes the source initial acquisition of the operation content of the owner and the construction state data of the house, stores the source on a platform server, mirrors the construction state of the house into a data form through mobile intelligent terminal equipment, and forms a traceable electronic document for the house of the owner.
The invention not only can effectively reduce the communication cost of the participants of each party, but also can well realize the business purpose of accurate locking of the merchant and meet the real construction requirement of the owner as far as possible. Thus, the present invention provides a significant and substantial advance over the prior art.
The above embodiment is only one of the preferred embodiments of the present invention, and should not be used to limit the scope of the present invention, and all the modifications or color changes that are not significant in the spirit and scope of the main body design of the present invention are still consistent with the present invention.
Claims (10)
1. The method for assisting the merchant to accurately lock the house construction requirements of the owners is characterized by comprising the following steps of:
(1) Collecting current basic information of a house, wherein the current basic information of the house comprises an area and a house type graph, and the current basic information of the house is stored in a platform server in a special database form;
(2) Collecting house construction requirement information issued by an owner and storing the house construction requirement information in a special database;
(3) The platform generates a house construction flow according to the current basic information of the house and the house construction demand information data, and sets the association and authority of owners, decoration households, workers and building material home merchants with a special database;
(4) Each party performs construction according to the house construction flow, and a finishing manager performs real-time record description on the completion condition of each link in the construction flow and stores the real-time record description in a special database until the construction is completed; in the construction process, the platform processes the data uploaded to the special database in real time to generate commodity type data with real needs and demand prospects of the owners, the commodity type data are pushed to the owners through the terminal equipment, free transaction operation is carried out between the owners and corresponding building material home merchants, and finally the building material home merchants are assisted to accurately lock house construction demands of the owners.
2. A method of assisting a merchant in accurately locking a house construction requirement of a homeowner as claimed in claim 1, wherein the house construction requirement information of the homeowner is published in the form of an effect map and/or text description.
3. The method for assisting a merchant in accurately locking the house construction requirements of an owner according to claim 1, wherein in the step (3), the house construction process comprises one or more of the steps of house type disassembly and improvement, hydro-electric positioning, hydro-electric construction, waterproof construction, balcony window sealing, mud tile construction, custom measurement, carpentry construction, paint construction, ceramic tile joint, kitchen cabinet installation, wall surface soft packaging, indoor custom installation, sanitary installation, switch socket installation, barren cleaning and furniture home appliance approach.
4. The method for assisting merchants to accurately lock house construction requirements of owners according to claim 3, wherein in the step (3), rights of a finishing manager are data and/or image editing and uploading operations of each link in a construction flow, and secondary editing and deleting cannot be performed after uploading; meanwhile, after the construction of all links is finished, the platform automatically releases the association between the decoration manager and the special database.
5. The method for precisely locking the house construction requirements of the owners by the auxiliary merchants according to claim 4, wherein in the step (3), the authorities of workers and building material home merchants are data browsing operations in specific links responsible for the workers and the building material home merchants, and after the construction of the corresponding links is completed, the platform automatically releases the association between the workers and the building material home merchants and the special databases.
6. The method for assisting a merchant in accurately locking house construction requirements of a business according to any one of claims 1 to 5, wherein in the step (4), the business owner issues new requirements according to real-time changes of house states during construction, and a finishing manager adjusts house construction processes in real time.
7. The method for assisting the merchant to precisely lock the house construction requirements of the owner according to claim 6, wherein in the step (4), the process of processing the data uploaded to the special database by the platform in real time is as follows:
the method comprises the steps that S1, a platform performs quality inspection on data uploaded in a special database, and processes missing values, abnormal values and error values to obtain a construction data set;
(S2) carrying out standardized processing on house type diagrams and construction effect image data in construction data sets, and carrying out text processing on business information related to house construction requirement data of owners and construction flows in the house type diagrams and the construction effect image data, wherein the text processing comprises word segmentation, stop word removal and word stem removal, and generates business type data of current actual requirements of the owners and requirement prospects of follow-up construction;
and (S3) repeating the steps (S1) and (S2) until the construction is completed.
8. The method for assisting a merchant in accurately locking house construction requirements of a business owner according to claim 7, wherein in the step (S1), the processing mode of the missing value is determined according to an influence coefficient of the missing value, and if the influence coefficient is smaller than a threshold influence of the missing value, the missing value is directly deleted; otherwise, the missing values are filled with the average of the neighboring six numbers that are the same class as the missing values.
9. The method for assisting a merchant in accurately locking house construction requirements of a business owner according to claim 7, wherein in the step (S1), the abnormal value is processed according to an influence coefficient of the abnormal value, and if the influence coefficient is greater than an influence of an abnormal value threshold, the abnormal value is directly deleted; otherwise, the outlier average value is calculated for e undeleted neighboring homogeneous outliers, and then the e undeleted neighboring homogeneous outliers are replaced by the outlier average value.
10. The method for assisting a merchant in accurately locking a building construction requirement of a business owner according to claim 7, wherein in the step (S1), the error value is directly corrected.
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