WO2023124211A1 - 成套定制家电的处理方法、装置、电子设备及可存储介质 - Google Patents
成套定制家电的处理方法、装置、电子设备及可存储介质 Download PDFInfo
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Definitions
- the embodiments of the present application belong to the technical field of home appliances, and specifically relate to a processing method, device, electronic equipment and storage medium for a complete set of customized home appliances.
- the customization of home appliance products is mainly achieved by home appliance companies collecting the individual needs of users through questionnaires or product evaluations, classifying users according to the individual needs of each user, analyzing each type of user, and summarizing each type of user.
- the embodiment of the application provides a processing method, device, electronic equipment and storage medium for a complete set of customized household appliances.
- the embodiment of the present application provides a processing method for a complete set of customized home appliances, including:
- Obtaining user-related information including preset funds, at least two types of home appliances to be customized, information about the user's problems with each type of home appliance to be customized, and user demand information for each type of home appliance to be customized;
- the portrait of a complete set of home appliances includes at least two types of home appliances to be customized, and at least one target tag information corresponding to each type of home appliances to be customized;
- the home appliance label library includes a plurality of home appliances and home appliance label information corresponding to each home appliance.
- the home appliance label information includes capital information, function information, size information, appearance information and brand information. information, at least one of the function information, size information, and appearance information is customizable information;
- the demand information change the customizable information in each target home appliance, and obtain the target home appliance label information of each target home appliance after modification;
- the user-related information also includes historical orders of each type of home appliance to be customized, browsing records of each type of home appliance to be customized, and the user's response to each type of home appliance to be customized type of evaluation data, the location information of the user, and the type data of the house in which the user lives;
- constructing a portrait of a complete set of household appliances of the user including:
- Sentiment analysis is performed on the problem information and demand information of each type of home appliance to be customized, and the sentiment analysis score of the type of home appliance to be customized is obtained;
- the preference information of each type of home appliance to be customized the historical orders of each type of home appliance to be customized, the browsing records of each type of home appliance to be customized, the user's evaluation data for each type of home appliance to be customized, and the location of the user information, the household type data of the house in which the user lives, and generate the target tag information corresponding to the type of household appliance to be customized;
- a set of home appliance portrait of the user is constructed.
- the processing method for a complete set of customized home appliances according to the preference information of each type of home appliance to be customized, the historical orders of each type of home appliance to be customized, and the browsing records of each type of home appliance to be customized, the user For the evaluation data of each type of home appliance to be customized, the location information of the user, and the type data of the house where the user lives, generate target tag information corresponding to the type of home appliance to be customized, including:
- the preference information of each type of home appliance to be customized the historical orders of each type of home appliance to be customized, the browsing records of each type of home appliance to be customized, the user's evaluation data for each type of home appliance to be customized, and the location of the user information, the household type data of the house in which the user lives, and generate the initial label information corresponding to the type of household appliance to be customized;
- the initial label information is processed to generate target label information.
- the acquisition of the target home appliance corresponding to each type of home appliance to be customized from the home appliance tag library according to the similarity includes:
- the home appliance corresponding to the home appliance tag information whose similarity exceeds the preset similarity is determined as the target home appliance.
- the combination of all target home appliances to obtain the combined set of home appliances includes:
- any target home appliance in each type of home appliance to be customized is determined as a home appliance to be combined;
- the method further includes:
- the output of each target home appliance in the set of home appliances and the corresponding target home appliance label information includes:
- Each target home appliance in the set of home appliances and the corresponding label information of the target home appliance are displayed through a visual interface.
- the embodiment of the present application provides a processing device for a complete set of customized home appliances, including:
- An acquisition module configured to acquire user-related information, the user-related information including preset funds, at least two types of home appliances to be customized, user problem information for each type of home appliance to be customized, and user requirements for each type of home appliance to be customized information;
- a construction module configured to construct a portrait of a complete set of home appliances of the user according to the relevant information of the user, the portrait of a complete set of home appliances includes at least two types of home appliances to be customized, and at least one target tag information corresponding to each type of home appliances to be customized;
- the processing module is used to calculate the similarity between the target label information corresponding to each type of household appliance to be customized in the complete set of household appliance portraits and the household appliance label information of each household appliance in the preset household appliance label library, according to the similarity.
- the target home appliance corresponding to each type of home appliance to be customized is obtained from the home appliance label library, the home appliance label library includes a plurality of home appliances and the home appliance label information corresponding to each home appliance, and the home appliance label information includes fund information, function information, and size information , appearance information and brand information, at least one of the function information, size information, and appearance information is customizable information;
- the processing module is further configured to change the customizable information in each target home appliance according to the demand information, and obtain the target home appliance tag information of each target home appliance after modification;
- the processing module is further configured to combine all target home appliances, obtain a combined set of home appliances, and output each target home appliance in the set of home appliances and the corresponding target home appliance tag information.
- the user-related information also includes historical orders of each type of home appliance to be customized, browsing records of each type of home appliance to be customized, and the user's response to each type of home appliance to be customized type of evaluation data, the location information of the user, and the type data of the house in which the user lives;
- building blocks are specifically used for:
- Sentiment analysis is performed on the problem information and demand information of each type of home appliance to be customized, and the sentiment analysis score of the type of home appliance to be customized is obtained;
- the preference information of each type of home appliance to be customized the historical orders of each type of home appliance to be customized, the browsing records of each type of home appliance to be customized, the user's evaluation data for each type of home appliance to be customized, and the location of the user information, the household type data of the house in which the user lives, and generate the target tag information corresponding to the type of household appliance to be customized;
- a set of home appliance portrait of the user is constructed.
- the building module is specifically used for:
- the preference information of each type of home appliance to be customized the historical orders of each type of home appliance to be customized, the browsing records of each type of home appliance to be customized, the user's evaluation data for each type of home appliance to be customized, and the location of the user information, the household type data of the house in which the user lives, and generate the initial label information corresponding to the type of household appliance to be customized;
- the initial label information is processed to generate target label information.
- the processing module is specifically used for:
- the home appliance corresponding to the home appliance tag information whose similarity exceeds the preset similarity is determined as the target home appliance.
- the processing module is specifically used for:
- any target home appliance in each type of home appliance to be customized is determined as a home appliance to be combined;
- the acquisition module is also used to acquire the initial question information of the user for each type of home appliance to be customized and the user's response to Initial demand information for each type of home appliance to be customized;
- the processing module is further configured to perform data cleaning and data standardization processing on the initial problem information and initial demand information, and obtain the problem information and the demand information.
- the processing module is specifically configured to display each target household appliance in the complete set of household appliances and the corresponding label information of the target household appliances through a visual interface.
- an embodiment of the present application provides an electronic device, including: a processor, a memory, and computer program instructions stored on the memory and operable on the processor.
- the processor executes the computer program instructions, It is used to realize the first aspect and the methods provided by each possible design.
- embodiments of the present application may provide a computer-readable storage medium, where computer-executable instructions are stored in the computer-readable storage medium, and when executed by a processor, the computer-executable instructions are used to implement the first aspect and various Possible design methods provided.
- an embodiment of the present application provides a computer program product, including a computer program, and when the computer program is executed by a processor, the computer program is used to implement the first aspect and the methods provided by each possible design.
- the embodiment of the present application provides a chip, the chip includes a memory and a processor, the memory stores codes and data, the memory is coupled to the processor, and the processor runs the The program is used to realize the first aspect and the methods provided by each possible design.
- the embodiments of the present application provide a computer program, which is used to implement the methods provided by the first aspect and various possible designs when the computer program is executed by a processor.
- the processing method, device, electronic equipment and storage medium for a complete set of customized home appliances provided by the embodiment of the present application, in this method, by obtaining relevant information of the user, according to the relevant information of the user, construct the user's A complete set of home appliance portraits, calculate the similarity between the target tag information corresponding to each type of home appliance to be customized in the complete set of home appliance portraits and the home appliance tag information of each appliance in the preset home appliance tag library, and obtain each For each target home appliance corresponding to the type of home appliance to be customized, change the customizable information in each target home appliance according to the demand information, obtain the target home appliance label information after each target home appliance is changed, combine all target home appliances, and obtain the combined set home appliances, and output the label information of each target home appliance in the complete set of home appliances and the corresponding target home appliance.
- This solution can accurately obtain user demand information, effectively improve the accuracy and speed of generating complete sets of home appliances, meet user customization needs, and provide more comprehensive and efficient marketing and iterative R&D support for
- FIG. 1A is a schematic diagram of an application scenario of a processing method for a complete set of customized home appliances provided by an embodiment of the present application;
- FIG. 1B is a schematic structural diagram of a complete set of home appliance configuration server provided by the embodiment of the present application.
- FIG. 2 is a schematic flowchart of Embodiment 1 of the processing method for a complete set of customized household appliances provided by the embodiment of the present application;
- FIG. 3A is a schematic diagram of Embodiment 1 of the visual interface provided by the embodiment of the present application.
- FIG. 3B is a schematic diagram of Embodiment 2 of the visual interface provided by the embodiment of the present application.
- Fig. 4 is the coordinate schematic diagram of the air KPI method provided by the embodiment of the present application.
- FIG. 5 is a schematic flowchart of Embodiment 2 of the processing method for a complete set of customized household appliances provided by the embodiment of the present application;
- FIG. 6 is a schematic flowchart of Embodiment 3 of the processing method for a complete set of customized household appliances provided by the embodiment of the present application;
- FIG. 7 is a schematic structural diagram of a processing device for a complete set of customized household appliances provided by an embodiment of the present application.
- FIG. 8 is a schematic structural diagram of an electronic device provided by an embodiment of the present application.
- connection and “connected” should be interpreted in a broad sense, for example, it can be a fixed connection or a flexible connection. Detachable connection, or integral connection; it can be mechanical connection or electrical connection; it can be direct connection or indirect connection through an intermediary, and it can be the internal communication of two components. Those skilled in the art can understand the specific meanings of the above terms in the embodiments of the present application according to specific situations.
- the customization of home appliance products is mainly achieved by home appliance companies collecting the individual needs of users through questionnaires or product evaluations, classifying users according to the individual needs of each user, analyzing each type of user, and summarizing each type of user.
- the inventive concept of this application is as follows: electronic devices can obtain user-related information, and construct a set of home appliance portraits according to at least two types of home appliances to be customized in the user-related information, so that the set of home appliances can be calculated.
- the target home appliance is determined from the home appliance tag library, and the customizable information in the target home appliance is changed according to the demand information in the user-related information, and finally all the determined target home appliances are combined.
- obtaining a complete set of home appliances after combination can solve the problem of low accuracy of customizing home appliances in the prior art, thereby enabling users to obtain a complete set of home appliances that meet their own needs, and improving user experience.
- FIG. 1A is a schematic diagram of an application scenario of a processing method for a complete set of customized home appliances provided by an embodiment of the present application, so as to solve the above-mentioned technical problems.
- the application scenario may include: a complete set of home appliance configuration engine 11 , a terminal device 12 and a home appliance tag library 13 .
- the complete set of home appliance configuration engine 11 includes a customization platform 111 , a product platform 112 , a business-to-business (B2B) platform 113 , a complete set of home appliance configuration server 114 , an ecological manufacturer platform 115 and a third-party user interface 116 .
- B2B business-to-business
- FIG. 1B is a schematic structural diagram of a complete set of home appliance configuration server provided by the embodiment of the present application.
- the complete set of home appliance configuration server 114 includes: house type center service 141, product center 142, data analysis center 143, search engine 144, matching data analysis 145, user behavior analysis 146, through software development kit (Software Development Kit , SDK) embedding and semi-customized development service form, realize the docking service of multiple front-ends, multiple entrances, and multiple community contacts.
- software development kit Software Development Kit , SDK
- the terminal device 12 displays a visual interface on the screen by running software or a browser, etc., so that the user can interact with the terminal device 12 by operating the visual interface.
- the terminal device 12 acquires user-related information by responding to the user's operation on the visual interface, and sends the user-related information to the complete set of home appliance configuration server 114 .
- the configuration server 114 of a complete set of household appliances receives the user-related information sent by the terminal device 12, and constructs a portrait of the user's complete set of household appliances according to the user-related information. Afterwards, according to the complete set of home appliance portraits and the home appliance tag library 13, multiple target home appliances are obtained from the home appliance tag library 13, and the home appliance tag information of the target home appliances is changed to obtain the changed target home appliance tag information. Finally, each target The home appliance and the corresponding target home appliance tag information are sent to the terminal device 12 .
- the terminal device 12 receives each target home appliance and the corresponding target home appliance label information sent by the complete set of home appliance configuration server 114, and displays them through a visual interface.
- the terminal device 12 sends a confirmation instruction to the complete set of home appliance configuration server 114 corresponding to the user's click operation on the confirmation control in the visual interface.
- the complete set of home appliance configuration server 114 interacts with the customization platform 111, the eco-manufacturer platform 115 and the third-party user interface 116 according to each target home appliance and the corresponding target home appliance label information, so as to complete the follow-up Work on the production of complete sets of home appliances.
- the server for configuring the complete set of household appliances in the application scenarios shown in FIG. 1A and FIG. 1B can also be realized by the terminal device.
- the configuration server for a complete set of home appliances and the terminal device used for data processing may be collectively referred to as an electronic device.
- Fig. 2 is a schematic flowchart of Embodiment 1 of the processing method for a complete set of customized household appliances provided by the embodiment of the present application.
- the processing method for the complete set of customized household appliances may include the following steps:
- the user-related information includes preset funds, at least two types of home appliances to be customized, user's question information for each type of home appliance to be customized, and user demand information for each type of home appliance to be customized.
- the types of home appliances to be customized can be refrigerators, air conditioners, washing machines, clothes dryers, water heaters, kitchen appliances, etc., and can also be other types of home appliances in the prior art, which can be customized according to actual conditions.
- this embodiment of the present application does not specifically limit it.
- the requirement information includes brand requirements, functional requirements, security monitoring requirements, water ecological requirements, temperature ecological requirements, and air ecological requirements.
- user-related information also includes historical orders for each type of home appliance to be customized, browsing records of each type of home appliance to be customized, user evaluation data for each type of home appliance to be customized, location information of the user, and location information of the user's house. House type data.
- the house type data includes the house type style, house size, house use, and the population structure of the house.
- the electronic device may display a visual interface on the screen by running software or a browser, so as to receive user-related information input by the user through the visual interface.
- the electronic device can also acquire user-related information through the network, so that the subsequent electronic device can process the user-related information.
- FIG. 3A is a schematic diagram of Embodiment 1 of the visual interface provided by the embodiment of the present application.
- the visual interface includes the number of bedrooms, the number of living rooms, the preset funds, the type of household appliances to be customized, the number of households, whether there are elderly people, whether there are children, location information, and each pending The demand information control of the home appliance type.
- FIG. 3B is a schematic diagram of Embodiment 2 of the visual interface provided by the embodiment of the present application. As shown in FIG. 3B , the visual interface includes house type data controls, location information controls, and home appliance type controls to be customized.
- the electronic device may receive the user's initial question information for each type of home appliance to be customized and the user's initial demand information for each type of home appliance to be customized input by the user, and may also obtain the initial question information and initial question information through the network.
- demand information and perform data cleaning and data standardization processing on the initial problem information and initial demand information to obtain problem information and demand information. That is to say, the electronic device can perform data cleaning and data standardization processing on the acquired initial problem information and initial demand information, and eliminate content data that is irrelevant to the problem and demand, so as to obtain the processed problem information and demand information, so as to facilitate Improve the efficiency and accuracy of subsequent processing.
- the portrait of a complete set of home appliances includes at least two types of home appliances to be customized, and at least one target tag information corresponding to each type of home appliances to be customized.
- the electronic device can process the user-related information, so as to obtain the target tag information corresponding to each type of home appliance to be customized in the user-related information, and according to each type of home appliance to be customized and the corresponding target tag Information to build a user's complete set of home appliance portraits.
- each type of home appliance can be customized as the calculation dimension, through the Pearson correlation coefficient (Pearson correlation coefficient) algorithm, cosine-based similarity (Cosine-based Similarity) algorithm, or other existing algorithms.
- Pearson correlation coefficient Pearson correlation coefficient
- Cosine-based similarity Cosine-based Similarity
- target home appliance corresponding to each type of home appliance to be customized can be obtained from the home appliance tag library according to the similarity in the following manner:
- the home appliance corresponding to the home appliance tag information whose similarity exceeds the preset similarity is determined as the target home appliance.
- the diversity of the complete set of home appliances after subsequent combination can be effectively improved, thereby providing users with more kinds of optional complete sets of home appliance solutions, improving the user's experience and the processing accuracy of the complete set of customized home appliances.
- the preset similarity may be 70%, 80%, or 90%, and the preset similarity may also be determined according to actual conditions, which is not specifically limited in this embodiment of the present application.
- the home appliance label library includes a plurality of home appliances and home appliance label information corresponding to each home appliance.
- the home appliance label information includes at least one of capital information, function information, size information, appearance information, and brand information, function information, size information, and appearance information. for customizable information.
- the home appliance and the corresponding label information in the home appliance label library can be represented by Table 1.
- the label information corresponding to the home appliance in the home appliance label library can also include volume, energy consumption, applicable space, whether it can be intelligently controlled, etc., and can also include other information, which can be limited according to the actual situation.
- the embodiments of the present application do not specifically limit this.
- the customizable information in each target home appliance is changed, and the tag information of the target home appliance after modification is obtained for each target home appliance.
- the target home appliances are clothes dryer 2 and air conditioner 2, and the appearance of clothes dryers in the demand information is black, and the appearance of air conditioners is white, then according to the demand information, dry Change the color of clothes machine 2 to black, and change the color of air conditioner 2 to white.
- all target home appliances may be combined through the Top-N algorithm and association rules, so as to obtain a combined set of home appliances.
- each target home appliance is directly combined to obtain a combined set of home appliances.
- any target home appliance in each type of home appliance to be customized is determined For the home appliances to be combined. All the home appliances to be combined are combined to obtain multiple sets of combined home appliances, so as to provide users with more choices of complete sets of home appliances, improve the user's experience and the accuracy of generating a complete set of home appliances.
- the target home appliances corresponding to the clothes dryer are dryer 1 and clothes dryer 2; the target home appliances corresponding to the air conditioner are air conditioners 1; the target home appliances corresponding to the washing machine If it is washing machine 1 and washing machine 2, the combined home appliances are dryer 1, air conditioner 1, washing machine 1; clothes dryer 1, air conditioner 1, washing machine 2; clothes dryer 2, air conditioner 1, washing machine 1; clothes dryer Machine 2, air conditioner 1, washing machine 2.
- the label information of each target home appliance in a complete set of home appliances and the corresponding target home appliance can be output in the following ways:
- the method for processing a complete set of customized home appliances obtains user-related information, constructs a user's complete set of home appliance portrait according to the user-related information, and calculates the target tag information corresponding to each type of home appliance to be customized in the complete set of home appliance portrait.
- the target home appliance corresponding to each type of home appliance to be customized is obtained from the home appliance label library according to the similarity, and the customizable information in each target home appliance is changed according to the demand information.
- obtain the tag information of each target appliance after modification combine all the target appliances, obtain the combined set of home appliances, and output each target appliance in the set of home appliances and the corresponding target appliance tag information.
- This solution can accurately obtain user demand information, effectively improve the accuracy and speed of generating complete sets of home appliances, meet user customization needs, and provide more comprehensive and efficient marketing and iterative R&D support for various industries.
- the combined set of home appliances can be a single home appliance (single home appliance), a complete set of water ecological sets, air ecological sets, and temperature ecological sets, or a complete set of home appliances for the whole house, so that Meet the special needs of family members and family members' living preferences.
- the electronic device may display each target home appliance in the set of home appliances and the corresponding label information of the target home appliance in a three-dimensional (3-dimension, 3d) based on the user's house type data through a visual interface.
- the user can change different sets of home appliances in the visual interface until a satisfactory set of home appliances (target set of home appliances) is selected, and click the confirmation control.
- the electronic device responds to the user's operation of clicking the confirmation control, it obtains the target complete set of home appliances selected by the user, interacts with the customization platform, and distributes orders to suppliers of customized products with different functions, module manufacturers, and model making resource suppliers.
- this application changes from the user selecting products one by one according to the traditional e-commerce product page, or having the shopping guide help to select the products, to automatically matching the complete set of home appliances that best meet the needs according to the user's characteristics, improving the efficiency of product search and reducing Manual operation cost.
- the method provided by the embodiment of this application can be implemented in each platform and electronic equipment, avoiding repeated development of each platform, and collecting the data output value of each platform, and can also collect the target complete set of household appliances selected by the user, and analyze and dig out the most popular complete set Home appliances, based on the large-scale needs of users, drive the development of new products, which can further optimize the product structure and make the products more competitive.
- FIG. 4 is a schematic coordinate diagram of the air KPI method provided in the embodiment of the present application.
- the detectors may include dust detectors, toxic gas detectors, oxygen content sensors, formaldehyde detectors, temperature detectors, humidity detectors, and toxic gas detectors. Capture the local air environment information by including the weather station in the user's area, configure the detector to complete the data collection of temperature, humidity, cleanliness, and freshness, and start the corresponding functions of household appliances in linkage.
- Fig. 5 is a schematic flowchart of Embodiment 2 of the processing method for a complete set of customized household appliances provided by the embodiment of the present application. As shown in Figure 5, on the basis of any of the above embodiments, S22 can be implemented through the following steps:
- word segmentation of question information and demand information may be extracted, and sentiment analysis may be performed on the extracted word segmentation, thereby obtaining a sentiment analysis score.
- the sentiment score includes positive sentiment score and negative sentiment score.
- the evaluation data may be processed to extract positive evaluation information and negative evaluation information in the evaluation data.
- the positive sentiment score and the negative sentiment score in the sentiment analysis score, and the positive evaluation information and negative evaluation information in the evaluation data are weighted, so as to obtain the preference information.
- the target label information corresponding to the type of home appliance to be customized is generated.
- the local environmental pollution data is queried, and in the case of heavy local pollution, the target label information of "environmental protection - energy efficiency priority" is generated.
- "smart" target tag information is generated when the age of the resident population is young, thereby improving the safety and convenience of the user's home life.
- the commonality of the home appliances in the historical order and browsing records is extracted, and the "commonality" is used as target tag information.
- the sterilization function is the potential purchase demand of the user, and the "sterilization function" is determined as the target label information, so as to improve the accuracy of the generated complete set of home appliances and improve the user experience .
- the target tag information corresponding to the type of home appliances to be customized is generated through user-related information, thereby constructing the portrait of the user's complete set of home appliances, which further improves the accuracy of constructing the portrait of the user's complete set of home appliances, thereby improving the accuracy of the obtained complete set of home appliances. Accuracy.
- Fig. 6 is a schematic flowchart of Embodiment 3 of the processing method for a complete set of customized household appliances provided by the embodiment of the present application. As shown in Figure 6, on the basis of any of the above-mentioned embodiments, S53 can be realized through the following steps:
- the household type data of the user's living house generates the initial label information corresponding to the type of home appliance to be customized.
- the historical sales volume of the home appliance with any sub-tag information in the initial tag information can be obtained, the historical sales volume and the total sales volume of the home appliance can be processed, and the hot sale corresponding to the sub-tag information can be obtained. degree index.
- the sub-tag information is "sterilization”
- obtain the sales volume of all dryers with sterilization function and obtain the ratio of the sales volume to the total sales volume of dryers to determine the corresponding sterilization popularity index.
- a preset popularity index may be preset, and for each initial tag information, sub-tag information whose popularity index is smaller than the preset popularity index is deleted, thereby generating target tag information.
- the initial tag information 1 contains sub-tag information 1, sub-tag information 2, sub-tag information 3, and sub-tag information 4, and the corresponding popularity indexes are 0.2, 0.3, 0.4, 0.5, and the preset popularity If the index is 0.35, sub-label information 1 and sub-label information 2 are discarded, and target label information is obtained, and the target label information includes sub-label information 3 and sub-label information 4 .
- the accuracy of generating target tag information is higher, which further improves the accuracy of subsequent generation of a combined set of home appliances.
- FIG. 7 is a schematic structural diagram of a processing device for a complete set of customized home appliances provided by an embodiment of the present application. As shown in Figure 7, the processing device for the complete set of customized household appliances includes:
- the obtaining module 71 is used to obtain user-related information, which includes preset funds, at least two types of home appliances to be customized, user's problem information for each type of home appliance to be customized, and user demand information for each type of home appliance to be customized ;
- the construction module 72 is used to construct a user's complete set of home appliance portrait according to the relevant information of the user.
- the complete set of home appliance portrait includes at least two types of home appliances to be customized, and at least one target tag information corresponding to each type of home appliance to be customized;
- the processing module 73 is used to calculate the similarity between the target label information corresponding to each type of household appliance to be customized in the complete set of household appliance portraits and the household appliance label information of each household appliance in the preset household appliance label library, and select the target label information from the household appliance label library according to the similarity. Obtain the target home appliance corresponding to each type of home appliance to be customized.
- the home appliance label library includes multiple home appliances and the home appliance label information corresponding to each home appliance.
- the home appliance label information includes fund information, function information, size information, appearance information, brand information, and function information. , at least one of size information and appearance information is customizable information;
- the processing module 73 is also used to change the customizable information in each target home appliance according to the demand information, and obtain the target home appliance label information of each target home appliance after modification;
- the processing module 73 is further configured to combine all target home appliances, obtain a combined set of home appliances, and output each target home appliance in the set of home appliances and the corresponding target home appliance tag information.
- the obtaining module 71 is used to obtain user-related information, which includes preset funds, at least two types of home appliances to be customized, and information about questions that users have about each type of home appliance to be customized and the user's demand information for each type of home appliance to be customized;
- the construction module 72 is used to construct a user's complete set of home appliance portrait according to the relevant information of the user.
- the complete set of home appliance portrait includes at least two types of home appliances to be customized, and at least one target tag information corresponding to each type of home appliance to be customized;
- the processing module 73 is used to calculate the similarity between the target label information corresponding to each type of household appliance to be customized in the complete set of household appliance portraits and the household appliance label information of each household appliance in the preset household appliance label library, and select the target label information from the household appliance label library according to the similarity. Obtain the target home appliance corresponding to each type of home appliance to be customized.
- the home appliance label library includes multiple home appliances and the home appliance label information corresponding to each home appliance.
- the home appliance label information includes fund information, function information, size information, appearance information, brand information, and function information. , at least one of size information and appearance information is customizable information;
- the processing module 73 is also used to change the customizable information in each target home appliance according to the demand information, and obtain the target home appliance label information of each target home appliance after modification;
- the processing module 73 is further configured to combine all target home appliances, obtain a combined set of home appliances, and output each target home appliance in the set of home appliances and the corresponding target home appliance tag information.
- build module 72 specifically for:
- the preference information of each type of home appliance to be customized the historical orders of each type of home appliance to be customized, the browsing records of each type of home appliance to be customized, the user's evaluation data for each type of home appliance to be customized, the user's location information, and the user's residence House type data to generate initial label information corresponding to the type of home appliance to be customized;
- the initial label information is processed to generate target label information.
- the processing module 73 is specifically configured to:
- the home appliance corresponding to the home appliance tag information whose similarity exceeds the preset similarity is determined as the target home appliance.
- the processing module 73 is specifically used for:
- any target home appliance in each type of home appliance to be customized is determined as a home appliance to be combined;
- the obtaining module 71 before obtaining user-related information, is also used to obtain the user's initial question information for each type of home appliance to be customized and the user's initial question information for each type of home appliance to be customized. demand information;
- the processing module 73 is further configured to perform data cleaning and data standardization processing on the initial problem information and initial demand information, and acquire problem information and demand information.
- the processing module 73 is specifically configured to display each target home appliance in a set of home appliances and the corresponding tag information of the target home appliance through a visual interface.
- the processing device for a complete set of customized home appliances provided in the embodiments of the present application can be used to execute the processing method for a complete set of customized home appliances in any of the above embodiments, and its implementation principles and technical effects are similar, and will not be repeated here.
- each module of the above device is only a division of logical functions, and may be fully or partially integrated into one physical entity or physically separated during actual implementation.
- these modules can all be implemented in the form of calling software through processing elements; they can also be implemented in the form of hardware; some modules can also be implemented in the form of calling software through processing elements, and some modules can be implemented in the form of hardware.
- all or part of these modules can be integrated together, or implemented independently.
- the processing element mentioned here may be an integrated circuit with signal processing capability.
- each step of the above method or each module above can be completed by an integrated logic circuit of hardware in the processor element or an instruction in the form of software.
- FIG. 8 is a schematic structural diagram of an electronic device provided by an embodiment of the present application.
- the electronic device may include: a processor 81, a memory 82, and computer program instructions stored on the memory 82 and operable on the processor 81, and the processor 81 executes the computer program instructions At this time, the processing method for a complete set of customized home appliances provided by any of the foregoing embodiments is realized.
- the electronic device may also include an interface for interacting with other devices.
- the above components of the electronic device may be connected through a system bus.
- the memory 82 can be an independent storage unit, or a storage unit integrated in the processor.
- the number of processors is one or more.
- the processor 81 can be a central processing unit (Central Processing Unit, CPU), and can also be other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC) wait.
- a general-purpose processor may be a microprocessor, or the processor may be any conventional processor, or the like. The steps of the methods disclosed in this application can be directly implemented by a hardware processor, or implemented by a combination of hardware and software modules in the processor.
- the system bus may be a peripheral component interconnect standard (peripheral component interconnect, PCI) bus or an extended industry standard architecture (extended industry standard architecture, EISA) bus or the like.
- PCI peripheral component interconnect
- EISA extended industry standard architecture
- the system bus can be divided into address bus, data bus, control bus and so on. For ease of representation, only one thick line is used in the figure, but it does not mean that there is only one bus or one type of bus.
- the memory may include a random access memory (random access memory, RAM), and may also include a non-volatile memory (non-volatile memory, such as at least one disk memory.
- RAM random access memory
- NVM non-volatile memory
- the aforementioned program can be stored in a readable memory.
- the program executes the steps comprising the above-mentioned method embodiments; and the aforementioned memory (storage medium) includes: read-only memory (read-only memory, ROM), RAM, flash memory, hard disk, solid-state hard disk, magnetic tape (English: magnetic tape), floppy disk (English: floppy disk), optical disc (English: optical disc) and any combination thereof.
- the electronic device provided in the embodiments of the present application can be used to execute the processing method for a complete set of customized home appliances provided in any one of the above method embodiments.
- the implementation principles and technical effects are similar and will not be repeated here.
- An embodiment of the present application provides a computer-readable storage medium, in which computer instructions are stored, and when the computer instructions are run on a computer, the computer is made to execute the above processing method for a complete set of customized home appliances.
- the above-mentioned computer-readable storage medium can be realized by any type of volatile or non-volatile storage device or their combination, such as static random access memory, electrically erasable programmable read-only memory, erasable programmable read only memory, programmable read only memory, read only memory, magnetic memory, flash memory, magnetic disk or optical disk.
- Readable storage media can be any available media that can be accessed by a general purpose or special purpose computer.
- a readable storage medium is coupled to the processor, so that the processor can read information from the readable storage medium and write information to the readable storage medium.
- the readable storage medium can also be a component of the processor.
- the processor and the readable storage medium may be located in application specific integrated circuits (Application Specific Integrated Circuits, ASIC).
- ASIC Application Specific Integrated Circuits
- the processor and the readable storage medium can also exist in the device as discrete components.
- the embodiment of the present application also provides a computer program product, the computer program product includes a computer program, the computer program is stored in a computer-readable storage medium, and at least one processor can read the computer program from the computer-readable storage medium When the at least one processor executes the computer program, the above-mentioned processing method for a complete set of customized home appliances can be realized.
- This embodiment also provides a chip, the chip includes a memory, a processor, codes and data are stored in the memory, the memory is coupled to the processor, and the processor runs the program in the memory so that the The chips are used to execute the processing methods for the complete set of customized home appliances provided in the various embodiments above.
- This embodiment also provides a computer program, which is used to execute the processing method for a complete set of customized home appliances provided in the foregoing various embodiments when the computer program is executed by a processor.
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Abstract
一种成套定制家电的处理方法、装置、电子设备及可存储介质。该方法包括：获取用户相关信息（S21），根据用户相关信息，构建用户的成套家电画像（S22），计算成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据相似度从家电标签库中获取每个待定制家电类型对应的目标家电（S23），根据需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息（S24），将所有目标家电进行组合，获取组合后的成套家电，并输出成套家电中各目标家电以及对应的目标家电标签信息（S25）。该方法能够准确获取用户的需求信息，有效提高生成成套家电的准确度和速度。
Description
本申请要求于2021年12月31日提交中国专利局、申请号为202111674085.8、申请名称为“成套定制家电的处理方法、装置、电子设备及可存储介质”的中国专利申请的优先权，其全部内容通过引用结合在本申请中。
本申请实施例属于家电技术领域，具体涉及一种成套定制家电的处理方法、装置、电子设备及可存储介质。
在智能生产，智慧生活的背景下，传统的批量订单批量生产的模式已经满足不了客户对于家电产品与日俱增的需求，因此，如今许多家电企业开始提供定制化服务，满足了用户的个性化需求。
目前，实现家电产品的定制主要是家电企业通过调查问卷或商品评价等途径收集用户的个性化需求，根据每个用户的个性化需求将用户进行分类，对每类用户进行分析，归纳出每类用户的共性需求，并针对每类用户的共性需求设计家电产品，从而完成对家电产品的定制。
然而，现有技术中只有针对个别家电进行定制，无法结合用户的实际生活场景对成套家电进行定制，可能存在定制家电的准确度较低的问题。
发明内容
为了解决现有技术中的上述问题，即为了解决现有技术中只有针对个别家电进行定制，无法结合用户的实际生活场景对成套家电进行定制，可能存在定制家电的准确度较低的问题，本申请实施例提供了一种成套定制家电的处理方法、装置、电子设备及可存储介质。
第一方面，本申请实施例提供一种成套定制家电的处理方法，包括：
获取用户相关信息，所述用户相关信息包括预设资金，至少两个待定制家电类型，用户对每个待定制家电类型的问题信息和用户对每个待定制家电类型的需求信息；
根据所述用户相关信息，构建所述用户的成套家电画像，所述成套家电画像包括至少两个待定制家电类型，以及每个待定制家电类型对应的至少一个目标标签信息；
计算所述成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据所述相似度从所述家电标签库中获取每个待定制家电类型对应的目标家电，所述家电标签库包括多个家电和每个家电对应的家电标签信息，所述家电标签信息包括资金信息，功能信息，尺寸信息，外观信息以及品牌信息，所述功能信息，尺寸信息，外观信息中的至少一个为可定制信息；
根据所述需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息；
将所有目标家电进行组合，获取组合后的成套家电，并输出所述成套家电中各目标家电以及对应的目标家电标签信息。
在上述成套定制家电的处理方法的优选技术方案中，所述用户相关信息还包括每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据；
相应的，所述根据所述用户相关信息，构建所述用户的成套家电画像，包括：
对每个待定制家电类型的问题信息和需求信息进行情感分析，获取所述待定制家电类型的情感分析分数；
根据每个待定制家电类型的情感分析分数以及所述评价数据，获取用户对所述待定制家电类型的偏好信息；
根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家 电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据，生成所述待定制家电类型对应的目标标签信息；
根据每个待定制家电类型和对应的目标标签信息，构建所述用户的成套家电画像。
在上述成套定制家电的处理方法的优选技术方案中，所述根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据，生成所述待定制家电类型对应的目标标签信息，包括：
根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据，生成所述待定制家电类型对应的初始标签信息；
根据每个待定制家电类型中的各家电的历史销售数据和所述初始标签信息，获取每个初始标签信息中的每个子标签信息对应的热卖度指数；
根据每个初始标签信息中的每个子标签信息对应的热卖度指数，对初始标签信息进行处理，生成目标标签信息。
在上述成套定制家电的处理方法的优选技术方案中，所述根据所述相似度从所述家电标签库中获取每个待定制家电类型对应的目标家电，包括：
将所述相似度超过预设相似度的家电标签信息对应的家电确定为目标家电。
在上述成套定制家电的处理方法的优选技术方案中，在所述目标家电的个数大于或等于2时，所述将所有目标家电进行组合，获取组合后的成套家电，包括：
针对不同待定制家电类型，将每个待定制家电类型中的任一个目标家电确定为待组合家电；
将所有待组合家电进行组合，获取多套组合后的成套家电。在上述成套定制家电的处理方法的优选技术方案中，
在上述成套定制家电的处理方法的优选技术方案中，所述获取用户相关信息之前，所述方法还包括：
获取所述用户对每个待定制家电类型的初始问题信息和所述用户对每个待定制家电类型的初始需求信息；
对所述初始问题信息和初始需求信息进行数据清洗和数据规范处理，获取所述问题信息和所述需求信息。
在上述成套定制家电的处理方法的优选技术方案中，所述输出所述成套家电中各目标家电以及对应的目标家电标签信息，包括：
通过可视化界面对所述成套家电中各目标家电以及对应的目标家电标签信息进行显示。
第二方面，本申请实施例提供一种成套定制家电的处理装置，包括：
获取模块，用于获取用户相关信息，所述用户相关信息包括预设资金，至少两个待定制家电类型，用户对每个待定制家电类型的问题信息和用户对每个待定制家电类型的需求信息；
构建模块，用于根据所述用户相关信息，构建所述用户的成套家电画像，所述成套家电画像包括至少两个待定制家电类型，以及每个待定制家电类型对应的至少一个目标标签信息；
处理模块，用于计算所述成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据所述相似度从所述家电标签库中获取每个待定制家电类型对应的目标家电，所述家电标签库包括多个家电和每个家电对应的家电标签信息，所述家电标签信息包括资金信息，功能信息，尺寸信息，外观信息以及品牌信息，所述功能信息，尺寸信息，外观信息中的至少一个为可定制信息；
所述处理模块，还用于根据所述需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息；
所述处理模块，还用于将所有目标家电进行组合，获取组合后的成套家电，并输出所述成套家电中各目标家电以及对应的目标家电标签信息。
在上述成套定制家电的处理装置的优选技术方案中，所述用户相关信息还包括每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据；
相应的，所述构建模块，具体用于：
对每个待定制家电类型的问题信息和需求信息进行情感分析，获取所述待定制家电类型的情感分析分数；
根据每个待定制家电类型的情感分析分数以及所述评价数据，获取用户对所述待定制家电类型的偏好信息；
根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据，生成所述待定制家电类型对应的目标标签信息；
根据每个待定制家电类型和对应的目标标签信息，构建所述用户的成套家电画像。
在上述成套定制家电的处理装置的优选技术方案中，所述构建模块，具体用于：
根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据，生成所述待定制家电类型对应的初始标签信息；
根据每个待定制家电类型中的各家电的历史销售数据和所述初始标签信息，获取每个初始标签信息中的每个子标签信息对应的热卖度指数；
根据每个初始标签信息中的每个子标签信息对应的热卖度指数，对初始标签信息进行处理，生成目标标签信息。
在上述成套定制家电的处理装置的优选技术方案中，所述处理模块，具体用于：
将所述相似度超过预设相似度的家电标签信息对应的家电确定为目标家电。
在上述成套定制家电的处理装置的优选技术方案中，在所述目标家电的个数大于或等于2时，所述处理模块，具体用于：
针对不同待定制家电类型，将每个待定制家电类型中的任一个目标家电确定为待组合家电；
将所有待组合家电进行组合，获取多套组合后的成套家电。
在上述成套定制家电的处理装置的优选技术方案中，所述获取用户相关信息之前，所述获取模块，还用于获取所述用户对每个待定制家电类型的初始问题信息和所述用户对每个待定制家电类型的初始需求信息；
所述处理模块，还用于对所述初始问题信息和初始需求信息进行数据清洗和数据规范处理，获取所述问题信息和所述需求信息。
在上述成套定制家电的处理装置的优选技术方案中，所述处理模块，具体用于通过可视化界面对所述成套家电中各目标家电以及对应的目标家电标签信息进行显示。
第三方面，本申请实施例提供一种电子设备，包括：处理器、存储器及存储在所述存储器上并可在处理器上运行的计算机程序指令，所述处理器执行所述计算机程序指令时用于实现第一方面以及各可能设计提供的方法。
第四方面，本申请实施例可提供一种计算机可读存储介质，所述计算机可读存储介质中存储有计算机执行指令，所述计算机执行指令被处理器执行时用于实现第一方面以及各可能设计提供的方法。
第五方面，本申请实施例提供一种计算机程序产品，包括计算机程序，所述计算机程序被处理器执行时用于实现第一方面以及各可能设计提供的方法。
第六方面，本申请实施例提供一种芯片，所述芯片包括存储器、处理器，所述存储器中存储代码和数据，所述存储器与所述处理器耦合，所述处理器运行所述存储器中的程序时用于实现第一方面以及各可能设计提供的方法。
第七方面，本申请实施例提供一种计算机程序，当所述计算机程序被处理器执行时，用于实现第一方面以及各可能设计提供的方法。
本领域技术人员能够理解的是，本申请实施例提供的成套定制家电的处理方法、装置、电子设备及可存储介质，在该方法中，通过获取用户相关信息，根据用户相关信息，构建用户的成套家电画像，计算成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据相似度从家电标签库中获取每个待定制家电类型对应的目标家电，根据需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息，将所有目标家电进行组合，获取组合后的成套家电，并输出成套家电中各目标家电以及对应的目标家电标签信息。本方案能够准确获取用户的需求信息，有效提高生成成套家电的准确度和速度，满足用户的定制需求，为各产业提供更全面、更高效的营销及迭代研发支持。
下面参照附图来描述本申请的成套定制家电的处理方法、装置、电子设备及可存储介质。附图为：
图1A为本申请实施例提供的成套定制家电的处理方法的一种应用场景示意图；
图1B为本申请实施例提供的成套家电配置服务器的结构示意图；
图2为本申请实施例提供的成套定制家电的处理方法实施例一的流程示意图；
图3A为本申请实施例提供的可视化界面实施例一的示意图；
图3B为本申请实施例提供的可视化界面实施例二的示意图；
图4为本申请实施例提供的空气关键绩效指标法的坐标示意图；
图5为本申请实施例提供的成套定制家电的处理方法实施例二的流程示意图；
图6为本申请实施例提供的成套定制家电的处理方法实施例三的流程示意图；
图7为本申请实施例提供的成套定制家电的处理装置的结构示意图；
图8为本申请实施例提供的电子设备的结构示意图。
首先，本领域技术人员应当理解的是，这些实施方式仅仅用于解释本申请的技术原理，并非旨在限制本申请的保护范围。本领域技术人员可以根据需要对其作出调整，以便适应具体的应用场合。
其次，需要说明的是，在本申请实施例的描述中，术语“内”、“外”等指示的方向或位置关系的术语是基于附图所示的方向或位置关系，这仅仅是为了便于描述，而不是指示或暗示所述装置或构件必须具有特定的方位、以特定的方位构造和操作，因此不能理解为对本申请的限制。
此外，还需要说明的是，在本申请实施例的描述中，除非另有明确的规定和限定，术语“相连”、“连接”应做广义理解，例如，可以是固定连接，也可以是可拆卸连接，或一体地连接；可以是机械连接，也可以是电连接；可以是直接相连，也可以通过中间媒介间接相连，可以是两个构件内部的连通。对于本领域技术人员而言，可根据具体情况理解上述术语在本申请实施例中的具体含义。
为使本申请实施例的目的、技术方案和优点更加清楚，下面将结合本申请实施例中的附图，对本申请实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例是本申请一部分实施例，而不是全部的实施例。基于本申请中的实施例，本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例，都属于本申请保护的范围。
在介绍本申请的实施例之前，首先对本申请实施例的应用背景进行解释：
在第四次工业革命(也可称为工业4.0)以及智能制造的快速发展背景下，不管是企业还是用户都不可能置身事外，企业将不再是生产制造活动的唯一发起者，发起者的扮演者将转向用户。换句话说，即将由企业推动的生产模式转变为用户拉动模式，因此传统企业将迎来企业转型的机遇和挑战。
如今许多家电企业开始提供定制化服务，糅合了定制化和大规模生产的优势，使用户的个性化定制成为可能，企业能更好、更快、更精准地为用户进行个性化设计与定制服务，满足用户多方面需求，提升用户体验的同时，又保证了家电产品是以大规模的方式生产。
目前，实现家电产品的定制主要是家电企业通过调查问卷或商品评价等途径收集用户的个性化需求，根据每个用户的个性化需求将用户进行分类，对每类用户进行分析，归纳出每类用户的共性需求，并针对每类用户的共性需求设计家电产品，从而完成对家电产品的定制。
然而，现有技术中只有针对个别家电进行定制，无法结合用户的实际生活场景对成套家电进行定制，可能存在定制家电的准确度较低的问题。
针对上述问题，本申请的发明构思如下：电子设备可以获取用户相关信息，并根据该用户相关信息中的至少两个待定制家电类型构建成套家电画像，这样就可以计算该成套家电与预先设定的家电标签库的相似度，根据该相似度从家电标签库中确定出目标家电，并根据用户相关信息中的需求信息更改目标家电中的可定制信息，最后将确定的所有目标家电进行组合，从而获取组合后的成套家电，就能解决现有技术中定制家电的准确度较低的问题，从而能够使得用户获取满足自身需求的成套家电，提高了用户的使用感受。
示例性的，本申请实施例提供的成套定制家电的处理方法可以应用于图1A所示的一种应用场景示意图中。图1A为本申请实施例提供的成套定制家电的处理方法的一种应用场景示意图，用以解决上述技术问题。如图1A所示，该应用场景可以包括：成套家电配置引擎11，终端设备12和家电标签库13。
其中，成套家电配置引擎11包括定制平台111，商品平台112，商业对商业(Business-to-Business，B2B)平台113，成套家电配置服务器114，生态厂家平台115以及第三方用户接口116。
进一步的，图1B为本申请实施例提供的成套家电配置服务器的结构示意图。如图1B所示，成套家电配置服务器114包括：户型中心服务141，产品中心142、数据分析中心143、搜索引擎144、匹配数据分析145、用户行为分析146，通过软件开发工具包(Software Development Kit，SDK)嵌入和半定制开发的服务形式，实现多前端、多入口、多社群触点的对接服务。
在图1A中，终端设备12通过运行软件或者浏览器等方式在屏幕上显示可视化界面，便于用户通过操作可视化界面与终端设备12进行交互。终端设备12通过响应用户对可视化界面的操作，获取用户相关信息，并将该用户相关信息发送给成套家电配置服务器114。
进一步的，成套家电配置服务器114接收终端设备12发送的用户相关信息，并根据该用户相关信息构建用户的成套家电画像。之后，根据成套家电画像和家电标签库13，从家电标签库13中获取多个目标家电，并对目标家电的家电标签信息进行更改，从而获取更改后的目标家电标签信息，最后，将各目标家电以及对应的目标家电标签信息发送给终端设备12。
进一步的，终端设备12接收成套家电配置服务器114发送的各目标家电以及对应的目标家电标签信息，并通过可视化界面进行显示。终端设备12相应于用户对可视化界面中确认控件的点击操作，向成套家电配置服务器114发送确认指令。成套家电配置服务器114接收到终端设备12发送的确认指令后，根据各目标家电以及对应的目标家电标签信息，与定制平台111，生态厂家平台115以及第三方用户接口116进行交互，以便于完成后续对成套家电的生产工作。
在实际应用中，由于终端设备也是具有数据处理能力的处理设备，因而，上述图1A和图1B所示应用场景中的成套家电配置服务器也可以终端设备实现。在本申请的实施例中，可以将成套家电配置服务器和用于数据处理的终端设备统称为电子设备。
下面，通过具体实施例对本申请的技术方案进行详细说明。
需要说明的是，下面这几个具体的实施例可以相互结合，对于相同或相似的概念或过程可能在某些实施例中不再赘述。
图2为本申请实施例提供的成套定制家电的处理方法实施例一的流程示意图。如图2所示，该成套定制家电的处理方法可以包括如下步骤：
S21、获取用户相关信息。
其中，用户相关信息包括预设资金，至少两个待定制家电类型，用户对每个待定制家电类型的问题信息和用户对每个待定制家电类型的需求信息。
示例性的，待定制家电类型可以为冰箱类、空调类、洗衣机类、干衣机类、热水器类、厨房电器类等，还可以是其他现有技术中存在的家电类型，可以根据实际情况进行确定，本申请实施例对此不进行具体限定。
可选的，需求信息包括品牌需求，功能需求，安全监控需求，水生态需求，温度生态需求，空气生态需求等。
可选的，用户相关信息还包括每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，用户对每个待定制家电类型的评价数据，用户的位置信息，用户居住房屋的户型数据。
其中，户型数据包括户型样式，房型尺寸，房屋用途，居住房屋的人口结构。
其中，电子设备可以通过运行软件或者浏览器等方式在屏幕上显示可视化界面，从而接收用户通过可视化界面输入的用户相关信息。电子设备还可以通过网络获取用户相关信息，以便于后续电子设备对用户相关信息进行处理。
图3A为本申请实施例提供的可视化界面实施例一的示意图。如图3A所示，可视化界面包括卧室数量控件，客厅数量控件，预设资金控件，待定制家电类型控件，住户人数控件，是否有老人控件，是否有小孩控件，位置信息控件，以及每个待定制家电类型的需求信息控件。
图3B为本申请实施例提供的可视化界面实施例二的示意图。如图3B所示，可视化界面包括户型数据控件，位置信息控件，待定制家电类型控件。
可选的，电子设备可以接收用户输入的该用户对每个待定制家电类型的初始问题信息和该用户对每个待定制家电类型的初始需求信息，还可以通过网络获取该初始问题信息和初始需求信息，并对初始问题信息和初始需求信息进行数据清洗和数据规范处理，获取问题信息和需求信息。也就是说，电子设备可以对获取的初始问题信息和初始需求信息进行数据清洗和数据规范处理，将与问题和需求无关的内容数据进行剔除， 从而获取处理后的问题信息和需求信息，以便于提高后续处理的效率和准确率。
S22、根据用户相关信息，构建用户的成套家电画像。
其中，成套家电画像包括至少两个待定制家电类型，以及每个待定制家电类型对应的至少一个目标标签信息。
可选的，电子设备在获取用户相关信息后，可以对用户相关信息进行处理，从而获取用户相关信息中每个待定制家电类型对应的目标标签信息，根据各待定制家电类型和对应的目标标签信息，构建用户的成套家电画像。
可选的，关于该步骤的具体实现原理可以参见下述图5所示实施例的记载，此处不再赘述。
S23、计算成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据相似度从家电标签库中获取每个待定制家电类型对应的目标家电。
其中，可以以用户为基础，以每个待定制家电类型为计算维度，通过皮尔森相关系数(Pearson correlation coefficient)算法，余弦相似度(Cosine-based Similarity)算法，或其他现有的算法计算成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度。
进一步的，可以通过以下方式根据相似度从家电标签库中获取每个待定制家电类型对应的目标家电：
1)，将每个带定制家电类型对应的相似度最高的家电确定为目标家电；
2)，将相似度超过预设相似度的家电标签信息对应的家电确定为目标家电。能够有效提高后续组合后的成套家电的多样性，从而给用户提供更多种类的可选择的成套家电方案，提高用户的感受和成套定制家电的处理准确度。示例性的，预设相似度可以为70％、80％、90％，预设相似度还可以根据实际情况进行确定，本申请实施例对此不进行具体限制。
其中，家电标签库包括多个家电和每个家电对应的家电标签信息，家电标签信息包括资金信息，功能信息，尺寸信息，外观信息以及品牌信息，功能信息，尺寸信息，外观信息中的至少一个为可定制信息。
示例性的，家电标签库中家电和对应的标签信息可以通过表1进行表示。
表1
示例性的，如表1所示，家电标签库中家电对应的标签信息还可以包括容积、能耗、适用空间、能否被智能操控等，还可以包括其他信息，可以根据实际情况进行限定，本申请实施例对此不进行具体限制。
S24、根据需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息。
示例性的，参照表1所示的家电标签库，目标家电为干衣机2和空调2，需求信息中干衣机类的外观为黑色，空调类的外观为白色，则根据需求信息将干衣机2的颜色更改为黑色，将空调2的颜色更改为白色。
S25、将所有目标家电进行组合，获取组合后的成套家电，并输出成套家电中各目标家电以及对应的目标家电标签信息。
可选的，可以通过Top-N算法和关联规则将所有目标家电进行组合，从而获取组合后的成套家电。
在一种具体的实现方式中，若每个待定制家电类型对应有一个目标家电，则直接将每个目标家电进行组合，获取组合后的成套家电。
在另一种具体的实现方式中，在待定制家电类型对应有的目标家电的个数大于或等于2时，针对不同待定制家电类型，将每个待定制家电类型中的任一个目标家电确定为待组合家电。将所有待组合家电进行组合，获取多套组合后的成套家电，从而给用户提供更多种可选择的成套家电方案，提高用户的感受和生成成套家电的准确度。
示例性的，参照表1所示的家电标签库，假设干衣机类对应的目标家电为干衣机1、干衣机2；空调类对应的目标家电为空调1；洗衣机类对应的目标家电为洗衣机1、洗衣机2，则组合后的成套家电分别为干衣机1，空调1，洗衣机1；干衣机1，空调1，洗衣机2；干衣机2，空调1，洗衣机1；干衣机2，空调1，洗衣机2。
其中，可以通过以下方式输出成套家电中各目标家电以及对应的目标家电标签信息：
1)，通过可视化界面对成套家电中各目标家电以及对应的目标家电标签信息进行显示，以便用户进行查看，提高用户体验。
2)，将成套家电中各目标家电以及对应的目标家电标签信息发送给终端设备，以使终端设备对其进行显示。
本申请实施例提供的成套定制家电的处理方法，通过获取用户相关信息，根据用户相关信息，构建用户的成套家电画像，计算成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据相似度从家电标签库中获取每个待定制家电类型对应的目标家电，根据需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息，将所有目标家电进行组合，获取组合后的成套家电，并输出成套家电中各目标家电以及对应的目标家电标签信息。本方案能够准确获取用户的需求信息，有效提高生成成套家电的准确度和速度，满足用户的定制需求，为各产业提供更全面、更高效的营销及迭代研发支持。
应理解，组合后的成套家电可以为单个家电(家电单品)，还可以是水生态套系、空气生态套系、温度生态套系的成套家电，还可以 是全屋家电的成套家电，从而满足家庭成员的特殊需求以及家庭成员生活偏好。
可选的，电子设备可以通过可视化界面基于用户的户型数据，对成套家电中各目标家电以及对应的目标家电标签信息进行三维(3-dimension，3d)显示。用户可基于个人需求，在可视化界面中，更换不同的成套家电，直到选取到满意的成套家电(目标成套家电)，点击确认控件。电子设备响应用户点击确认控件的操作后，获取用户选取的目标成套家电，与定制平台进行交互，分别向差异功能定制产品的供应商，模块商，模型制作资源商派发订单。
与现有技术相比，本申请从用户根据传统电商商品页逐个挑选商品，或由导购员帮助挑选商品，转变为根据用户特征自动匹配出最符合需求的成套家电，提升商品寻找效率，降低人工操作成本。本申请实施例提供的方法可以在各平台和电子设备中实现，避免每个平台重复开发，并集合各平台数据输出价值，还能够收集用户选择的目标成套家电，分析挖掘出最受欢迎的成套家电，基于用户大规模需求驱动新产品开发，能够进一步优化产品结构搭配，使得产品竞争力更强。
在又一种示例中，图4为本申请实施例提供的空气关键绩效指标法的坐标示意图。如图4所示，检测器可以包括粉尘检测器、有毒气体探测器、氧气含量传感器、甲醛检测器、温度检测器、湿度检测器、有毒气体检测器。通过纳入用户所在区域气象站抓取当地空气环境信息，配置检测器完成温度、湿度、洁净度、清新度数据收集，联动启动家电设备对应功能。
图5为本申请实施例提供的成套定制家电的处理方法实施例二的流程示意图。如图5所示，在上述任一实施例的基础上，S22可以通过下述步骤实现：
S51、对每个待定制家电类型的问题信息和需求信息进行情感分析，获取待定制家电类型的情感分析分数。
在一种具体的实现方式中，可以提取问题信息和需求信息的分词，并对提取到的分词进行情感分析，从而获取情感分析分数。
其中情感分数包括正向情感分数和负向情感分数。
S52、根据每个待定制家电类型的情感分析分数以及评价数据，获取用户对待定制家电类型的偏好信息。
在一种具体的实现方式中，可以对评价数据进行处理，提取到评价数据中的正向评价信息和负向评价信息。对情感分析分数中的正向情感分数和负向情感分数，和，评价数据中的正向评价信息和负向评价信息进行加权处理，从而获取偏好信息。
S53、根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，用户对每个待定制家电类型的评价数据，用户的位置信息，用户居住房屋的户型数据，生成待定制家电类型对应的目标标签信息。
示例性的，根据用户的位置信息，查询当地的环境污染数据，在当地污染较重的情况下，生成“环保-能效优先”的目标标签信息。
在另一种示例中，根据用户的居住房屋的户型数据和人口结构数据，在居住人口的年龄较小时，生成“智能”的目标标签信息，从而提高用户居家生活安全性和便利性。
在再一种示例中，根据历史订单和浏览记录，提取出历史订单和浏览记录中各家电的共性，并将该“共性”作为目标标签信息。如假设浏览和历史订单中的干衣机都具有杀菌功能，则杀菌功能为用户的潜在购买需求，将“杀菌功能”确定为目标标签信息，从而提高生成的成套家电的准确度，提高用户体验。
S54、根据每个待定制家电类型和对应的目标标签信息，构建用户的成套家电画像。
在上述实施例中，通过用户相关信息，生成待定制家电类型对应的目标标签信息，从而构建用户的成套家电画像，进一步提高了构建用户的成套家电画像的准确度，从而提高获取的成套家电的准确度。
图6为本申请实施例提供的成套定制家电的处理方法实施例三的流程示意图。如图6所示，在上述任一实施例的基础上，S53可以通过下述步骤实现：
S61、根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，用户对每个待定制 家电类型的评价数据，用户的位置信息，用户居住房屋的户型数据，生成待定制家电类型对应的初始标签信息。
本步骤的实现方式和实现原理可以参照S53所示，在此不再赘述。
S62、根据每个待定制家电类型中的各家电的历史销售数据和初始标签信息，获取每个初始标签信息中的每个子标签信息对应的热卖度指数。
示例性的，可以根据初始标签信息，获取具有该初始标签信息中的任一子标签信息的家电的历史销量，对该历史销量与该家电的总销量进行处理，获取该子标签信息对应的热卖度指数。
示例性的，针对于烘干机来说，若子标签信息为“杀菌”，则获取所有具有杀菌功能的烘干机的销量，并获取该销量与烘干机的总销量的比值确定为杀菌对应的热卖度指数。
S63、根据每个初始标签信息中的每个子标签信息对应的热卖度指数，对初始标签信息进行处理，生成目标标签信息。
在一种具体的实现方式中，可以预先设置有预设热卖度指数，针对每个初始标签信息，将热卖度指数小于预设热卖度指数的子标签信息删除，从而生成目标标签信息。
示例性的，假设初始标签信息1中有子标签信息1，子标签信息2，子标签信息3，子标签信息4，分别对应的热卖度指数为0.2、0.3、0.4、0.5，预设热卖度指数为0.35，则将子标签信息1和子标签信息2舍弃，获取目标标签信息，该目标标签信息包括子标签信息3和子标签信息4。
在上述实施例中，通过计算每个子标签信息的热卖度指数，使得生成目标标签信息的准确度更高，进一步提高了后续生成组合后的成套家电的准确度。
下述为本申请装置实施例，可以用于执行本申请方法实施例。对于本申请装置实施例中未披露的细节，请参照本申请方法实施例。
图7为本申请实施例提供的成套定制家电的处理装置的结构示意图。如图7所示，该成套定制家电的处理装置包括：
获取模块71，用于获取用户相关信息，用户相关信息包括预设资金，至少两个待定制家电类型，用户对每个待定制家电类型的问题信息和用户对每个待定制家电类型的需求信息；
构建模块72，用于根据用户相关信息，构建用户的成套家电画像，成套家电画像包括至少两个待定制家电类型，以及每个待定制家电类型对应的至少一个目标标签信息；
处理模块73，用于计算成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据相似度从家电标签库中获取每个待定制家电类型对应的目标家电，家电标签库包括多个家电和每个家电对应的家电标签信息，家电标签信息包括资金信息，功能信息，尺寸信息，外观信息以及品牌信息，功能信息，尺寸信息，外观信息中的至少一个为可定制信息；
处理模块73，还用于根据需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息；
处理模块73，还用于将所有目标家电进行组合，获取组合后的成套家电，并输出成套家电中各目标家电以及对应的目标家电标签信息。
在本申请实施例的一种可能设计中，获取模块71，用于获取用户相关信息，用户相关信息包括预设资金，至少两个待定制家电类型，用户对每个待定制家电类型的问题信息和用户对每个待定制家电类型的需求信息；
构建模块72，用于根据用户相关信息，构建用户的成套家电画像，成套家电画像包括至少两个待定制家电类型，以及每个待定制家电类型对应的至少一个目标标签信息；
处理模块73，用于计算成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据相似度从家电标签库中获取每个待定制家电类型对应的目标家电，家电标签库包括多个家电和每个家电对应的家电标签信息，家电标签信息包括资金信息，功能信息，尺寸信息，外观信息以及品牌信息，功能信息，尺寸信息，外观信息中的至少一个为可定制信息；
处理模块73，还用于根据需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息；
处理模块73，还用于将所有目标家电进行组合，获取组合后的成套家电，并输出成套家电中各目标家电以及对应的目标家电标签信息。
可选的，构建模块72，具体用于：
根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，用户对每个待定制家电类型的评价数据，用户的位置信息，用户居住房屋的户型数据，生成待定制家电类型对应的初始标签信息；
根据每个待定制家电类型中的各家电的历史销售数据和初始标签信息，获取每个初始标签信息中的每个子标签信息对应的热卖度指数；
根据每个初始标签信息中的每个子标签信息对应的热卖度指数，对初始标签信息进行处理，生成目标标签信息。
在本申请实施例的另一种可能设计中，处理模块73，具体用于：
将相似度超过预设相似度的家电标签信息对应的家电确定为目标家电。
可选的，在目标家电的个数大于或等于2时，处理模块73，具体用于：
针对不同待定制家电类型，将每个待定制家电类型中的任一个目标家电确定为待组合家电；
将所有待组合家电进行组合，获取多套组合后的成套家电。
在本申请实施例的再一种可能设计中，获取用户相关信息之前，获取模块71，还用于获取用户对每个待定制家电类型的初始问题信息和用户对每个待定制家电类型的初始需求信息；
处理模块73，还用于对初始问题信息和初始需求信息进行数据清洗和数据规范处理，获取问题信息和需求信息。
在本申请实施例的又一种可能设计中，处理模块73，具体用于通过可视化界面对成套家电中各目标家电以及对应的目标家电标签信息进行显示。
本申请实施例提供的成套定制家电的处理装置，可用于执行上述任一实施例中的成套定制家电的处理方法，其实现原理和技术效果类似，在此不再赘述。
需要说明的是，应理解以上装置的各个模块的划分仅仅是一种逻辑功能的划分，实际实现时可以全部或部分集成到一个物理实体上，也可以物理上分开。且这些模块可以全部以软件通过处理元件调用的形式实现；也可以全部以硬件的形式实现；还可以部分模块通过处理元件调用软件的形式实现，部分模块通过硬件的形式实现。此外，这些模块全部或部分可以集成在一起，也可以独立实现。这里所述的处理元件可以是一种集成电路，具有信号的处理能力。在实现过程中，上述方法的各步骤或以上各个模块可以通过处理器元件中的硬件的集成逻辑电路或者软件形式的指令完成。
图8为本申请实施例提供的电子设备的结构示意图。如图8所示，该电子设备可以包括：处理器81、存储器82及存储在所述存储器82上并可在处理器81上运行的计算机程序指令，所述处理器81执行所述计算机程序指令时实现前述任一实施例提供的成套定制家电的处理方法。
可选的，电子设备还可以包括与其他设备进行交互的接口。
可选的，该电子设备的上述各个器件之间可以通过系统总线连接。
存储器82可以是单独的存储单元，也可以是集成在处理器中的存储单元。处理器的数量为一个或者多个。
应理解，处理器81可以是中央处理单元(Central Processing Unit，CPU)，还可以是其他通用处理器、数字信号处理器(Digital Signal Processor，DSP)、专用集成电路(Application Specific Integrated Circuit，ASIC)等。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。结合本申请所公开的方法的步骤可以直接体现为硬件处理器执行完成，或者用处理器中的硬件及软件模块组合执行完成。
系统总线可以是外设部件互连标准(peripheral component interconnect，PCI)总线或扩展工业标准结构(extended industry standard architecture，EISA)总线等。系统总线可以分为地址总线、数据总线、控 制总线等。为便于表示，图中仅用一条粗线表示，但并不表示仅有一根总线或一种类型的总线。存储器可能包括随机存取存储器(random access memory，RAM)，也可能还包括非易失性存储器(non-volatile memory，NVM)，例如至少一个磁盘存储器。
实现上述各方法实施例的全部或部分步骤可以通过程序指令相关的硬件来完成。前述的程序可以存储于一可读取存储器中。该程序在执行时，执行包括上述各方法实施例的步骤；而前述的存储器(存储介质)包括：只读存储器(read-only memory，ROM)、RAM、快闪存储器、硬盘、固态硬盘、磁带(英文：magnetic tape)、软盘(英文：floppy disk)、光盘(英文：optical disc)及其任意组合。
本申请实施例提供的电子设备，可用于执行上述任一方法实施例提供的成套定制家电的处理方法，其实现原理和技术效果类似，在此不再赘述。
本申请实施例提供一种计算机可读存储介质，该计算机可读存储介质中存储有计算机指令，当该计算机指令在计算机上运行时，使得计算机执行上述成套定制家电的处理方法。
上述的计算机可读存储介质，上述可读存储介质可以是由任何类型的易失性或非易失性存储设备或者它们的组合实现，如静态随机存取存储器，电可擦除可编程只读存储器，可擦除可编程只读存储器，可编程只读存储器，只读存储器，磁存储器，快闪存储器，磁盘或光盘。可读存储介质可以是通用或专用计算机能够存取的任何可用介质。
可选的，将可读存储介质耦合至处理器，从而使处理器能够从该可读存储介质读取信息，且可向该可读存储介质写入信息。当然，可读存储介质也可以是处理器的组成部分。处理器和可读存储介质可以位于专用集成电路(Application Specific Integrated Circuits，ASIC)中。当然，处理器和可读存储介质也可以作为分立组件存在于设备中。
本申请实施例还提供一种计算机程序产品，该计算机程序产品包括计算机程序，该计算机程序存储在计算机可读存储介质中，至少一个处理器可以从该计算机可读存储介质中读取该计算机程序，所述至少一个处理器执行所述计算机程序时可实现上述成套定制家电的处理方法。
本实施例还提供一种芯片，所述芯片包括存储器、处理器，所述存储器中存储代码和数据，所述存储器与所述处理器耦合，所述处理器运行所述存储器中的程序使得所述芯片用于执行上述各种实施方式提供的成套定制家电的处理方法。
本实施例还提供一种计算机程序，当所述计算机程序被处理器执行时，用于执行前述各种实施方式提供的成套定制家电的处理方法。
最后应说明的是：以上各实施例仅用以说明本申请的技术方案，而非对其限制；尽管参照前述各实施例对本申请进行了详细的说明，本领域的普通技术人员应当理解：其依然可以对前述各实施例所记载的技术方案进行修改，或者对其中部分或者全部技术特征进行等同替换；而这些修改或者替换，并不使相应技术方案的本质脱离本申请各实施例技术方案的范围。
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- 一种成套定制家电的处理方法，其特征在于，包括：获取用户相关信息，所述用户相关信息包括预设资金，至少两个待定制家电类型，用户对每个待定制家电类型的问题信息和用户对每个待定制家电类型的需求信息；根据所述用户相关信息，构建所述用户的成套家电画像，所述成套家电画像包括至少两个待定制家电类型，以及每个待定制家电类型对应的至少一个目标标签信息；计算所述成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据所述相似度从所述家电标签库中获取每个待定制家电类型对应的目标家电，所述家电标签库包括多个家电和每个家电对应的家电标签信息，所述家电标签信息包括资金信息，功能信息，尺寸信息，外观信息以及品牌信息，所述功能信息，尺寸信息，外观信息中的至少一个为可定制信息；根据所述需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息；将所有目标家电进行组合，获取组合后的成套家电，并输出所述成套家电中各目标家电以及对应的目标家电标签信息。
- 根据权利要求1所述的方法，其特征在于，所述用户相关信息还包括每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据；相应的，所述根据所述用户相关信息，构建所述用户的成套家电画像，包括：对每个待定制家电类型的问题信息和需求信息进行情感分析，获取所述待定制家电类型的情感分析分数；根据每个待定制家电类型的情感分析分数以及所述评价数据，获取用户对所述待定制家电类型的偏好信息；根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据，生成所述待定制家电类型对应的目标标签信息；根据每个待定制家电类型和对应的目标标签信息，构建所述用户的成套家电画像。
- 根据权利要求2所述的方法，其特征在于，所述根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据，生成所述待定制家电类型对应的目标标签信息，包括：根据每个待定制家电类型的偏好信息，每个待定制家电类型的历史订单，每个待定制家电类型的浏览记录，所述用户对每个待定制家电类型的评价数据，所述用户的位置信息，所述用户居住房屋的户型数据，生成所述待定制家电类型对应的初始标签信息；根据每个待定制家电类型中的各家电的历史销售数据和所述初始标签信息，获取每个初始标签信息中的每个子标签信息对应的热卖度指数；根据每个初始标签信息中的每个子标签信息对应的热卖度指数，对初始标签信息进行处理，生成目标标签信息。
- 根据权利要求1至3任一项所述的方法，其特征在于，所述根据所述相似度从所述家电标签库中获取每个待定制家电类型对应的目标家电，包括：将所述相似度超过预设相似度的家电标签信息对应的家电确定为目标家电。
- 根据权利要求1至4任一项所述的方法，其特征在于，在所述目标家电的个数大于或等于2时，所述将所有目标家电进行组合，获取组合后的成套家电，包括：针对不同待定制家电类型，将每个待定制家电类型中的任一个目标家 电确定为待组合家电；将所有待组合家电进行组合，获取多套组合后的成套家电。
- 根据权利要求1至5任一项所述的方法，其特征在于，所述获取用户相关信息之前，所述方法还包括：获取所述用户对每个待定制家电类型的初始问题信息和所述用户对每个待定制家电类型的初始需求信息；对所述初始问题信息和初始需求信息进行数据清洗和数据规范处理，获取所述问题信息和所述需求信息。
- 根据权利要求1至6任一项所述的方法，其特征在于，所述输出所述成套家电中各目标家电以及对应的目标家电标签信息，包括：通过可视化界面对所述成套家电中各目标家电以及对应的目标家电标签信息进行显示。
- 一种成套定制家电的处理装置，其特征在于，包括：获取模块，用于获取用户相关信息，所述用户相关信息包括预设资金，至少两个待定制家电类型，用户对每个待定制家电类型的问题信息和用户对每个待定制家电类型的需求信息；构建模块，用于根据所述用户相关信息，构建所述用户的成套家电画像，所述成套家电画像包括至少两个待定制家电类型，以及每个待定制家电类型对应的至少一个目标标签信息；处理模块，用于计算所述成套家电画像中每个待定制家电类型对应的目标标签信息与预先设定的家电标签库中每个家电的家电标签信息的相似度，根据所述相似度从所述家电标签库中获取每个待定制家电类型对应的目标家电，所述家电标签库包括多个家电和每个家电对应的家电标签信息，所述家电标签信息包括资金信息，功能信息，尺寸信息，外观信息以及品牌信息，所述功能信息，尺寸信息，外观信息中的至少一个为可定制信息；所述处理模块，还用于根据所述需求信息，更改每个目标家电中的可定制信息，获取每个目标家电更改后的目标家电标签信息；所述处理模块，还用于将所有目标家电进行组合，获取组合后的成套家电，并输出所述成套家电中各目标家电以及对应的目标家电标签信息。
- 一种电子设备，包括：处理器、存储器及存储在所述存储器上并可在处理器上运行的计算机程序指令，其特征在于，所述处理器执行所述计算机程序指令时用于实现如权利要求1至7任一项所述的成套定制家电的处理方法。
- 一种计算机可读存储介质，其特征在于，所述计算机可读存储介质中存储有计算机执行指令，所述计算机执行指令被处理器执行时用于实现如权利要求1至7任一项所述的成套定制家电的处理方法。
- 一种计算机程序产品，包括计算机程序，其特征在于，所述计算机程序被处理器执行时用于实现如权利要求1至7任一项所述的成套定制家电的处理方法。
- 一种芯片，其特征在于，所述芯片包括存储器、处理器，所述存储器中存储代码和数据，所述存储器与所述处理器耦合，所述处理器运行所述存储器中的程序使得所述芯片用于实现如权利要求1至7任一项所述的成套定制家电的处理方法。
- 一种计算机程序，其特征在于，当所述计算机程序被处理器执行时，用于实现如权利要求1至7任一项所述的成套定制家电的处理方法。
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| CN114511374A (zh) * | 2021-12-31 | 2022-05-17 | 青岛海尔工业智能研究院有限公司 | 成套定制家电的处理方法、装置、电子设备及可存储介质 |
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| CN114511374A (zh) * | 2021-12-31 | 2022-05-17 | 青岛海尔工业智能研究院有限公司 | 成套定制家电的处理方法、装置、电子设备及可存储介质 |
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