CN109559173B - Paper diaper functional layer self-adaptive configuration method and system based on application - Google Patents
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Abstract
The embodiment of the application provides a method and a system for self-adaptive configuration of a functional layer of a paper diaper based on application, wherein the method comprises the following steps: receiving personal information data sent by a current user; generating a corresponding personal feature vector according to the personal information data; matching the personal characteristic vector with a vector model in a preset personal characteristic vector group to determine a configuration scheme of the current user; and configuring a functional layer of the paper diaper for the current user according to the configuration scheme. According to the paper diaper functional layer self-adaptive configuration method based on the application, the paper diapers with the functional layers can be configured according to personal requirements of users, personalized design of the users is achieved, the personal requirements of the users are met, and user experience is improved.
Description
Technical Field
The application relates to the technical field of intelligent manufacturing, in particular to a paper diaper functional layer self-adaptive configuration method and system based on application.
Background
Diapers are disposable products. Is made of materials such as non-woven fabrics, toilet paper, fluff pulp, high polymer water-absorbing resin, PE films, rubber bands and the like. There are two kinds of special purpose for children and adults.
For users of different groups, the functional requirements on the diapers are different, for example, the diapers for the small babies need to be breathable and non-irritant, the mobility of the babies is relatively low when the babies just come to the world, and meanwhile, the diaper needs to be replaced in time due to irregular excretion of a plurality of newborn babies, so that the red buttocks and diaper rash can be effectively avoided. For infants with large liquid discharge, the paper diaper with good water absorption performance is needed to ensure that the sleep of the infants is not affected. Meanwhile, for special users, such as adult patients, it is also required to ensure good water absorption performance and no odor, and thus, the sterilization performance of the diaper is required to be good.
Seen in cross section, the diaper comprises: the outermost outer layer, the inner layer (also called skin-contacting layer) which contacts the skin of the user, and the interlayer which is sandwiched between the two layers and mainly plays a role of water absorption. Wherein, functional layers with special functions can be arranged on the inner layer and the interlayer according to the requirements so as to adapt to different requirements of different people. For example, a functional layer with a dry and miliaria-preventing effect can be added to the inner layer, a functional layer with a sterilizing and disinfecting effect can be added, and a functional layer with a refreshing and deodorizing effect can be added; for the interlayer, besides the conventional water absorption layer, for the baby with small liquid discharge capacity or the adult with light incontinence, the interlayer can be replaced by a thinner water absorption functional layer; on the contrary, for babies or adults with large liquid discharge capacity, a water absorption functional layer with stronger water absorption capacity is required.
In the prior art, the functional layers of the paper diapers are uniformly configured according to different styles, the paper diaper which is the most suitable functional layer is not configured according to the individual requirements of each user, the personalized design of the user cannot be realized, and the paper diapers cannot meet the individual requirements of the user. Of course, it is not practical for a manufacturer to completely customize the diaper for each customer as a consumable item, which increases the cost of production and ultimately the economic burden on the customer. In addition, the user usually selects the diapers of various styles relatively randomly according to the user's feeling, and actually is often misled without obtaining a function layer that best matches with the user or the baby, for example, the user may select the diapers of the absorbent enhanced style, and actually the liquid discharge amount of the user or the baby is not necessary for absorbent enhancement at all, which increases the user cost, affects the comfort, and in short, affects the user experience.
Disclosure of Invention
In view of this, the present application aims to provide a method and a system for adaptive configuration of a functional layer of a diaper based on usage, so as to solve the technical problems that the diaper in the prior art cannot realize personalized design of a user, cannot meet personal requirements of the user, and affects user experience.
In view of the above, in one aspect of the present application, a method for adaptively configuring a functional layer of a diaper based on usage is provided, including:
receiving personal information data sent by a current user;
generating a corresponding personal feature vector according to the personal information data;
matching the personal characteristic vector with a vector model in a preset personal characteristic vector group to determine a configuration scheme of the current user;
and configuring a functional layer of the paper diaper for the current user according to the configuration scheme.
In some embodiments, the personal information data includes:
gender, age, physiological diagnostic information, lifestyle information, and special needs information.
In some embodiments, the functional layer comprises a water-absorbing layer and/or a biocidal layer and/or a light and thin layer.
In some embodiments, the diaper comprises an outer layer and a skin-contacting layer with a barrier layer therebetween, the functional layer being disposed within the barrier layer.
In some embodiments, the generating a corresponding personal feature vector from the personal information data includes:
and generating a five-dimensional feature vector according to the gender, age, physiological diagnosis information, life habit information and special requirement information of the current user.
In some embodiments, each of said vector models corresponds to a configuration scheme;
the determining the configuration scheme of the current user comprises:
and determining the configuration scheme corresponding to the vector model matched with the personal feature vector as the configuration scheme of the current user.
In some embodiments, the vector model is generated by:
acquiring a personal information data set in a historical preset time period, wherein each piece of personal information data corresponds to a personal feature vector;
clustering the personal feature vectors, and dividing the personal feature vectors into a plurality of classes;
and taking the mean vector of the personal feature vectors in each class as a vector model of the class, wherein the value of each dimension of the mean vector is the average value of the corresponding dimension of the personal feature vectors in each class.
In another aspect of the present application, there is provided a usage-based diaper functional layer adaptive configuration system, including:
the personal information data receiving module is used for receiving personal information data sent by a current user;
the personal characteristic vector generating module is used for generating a corresponding personal characteristic vector according to the personal information data;
the configuration scheme determining module is used for matching the personal characteristic vector with a vector model in a preset personal characteristic vector group to determine the configuration scheme of the current user;
and the functional layer configuration module is used for configuring the functional layer of the paper diaper for the current user according to the configuration scheme.
In some embodiments, the configuration scheme determining module is specifically configured to:
and determining the configuration scheme corresponding to the vector model matched with the personal feature vector as the configuration scheme of the current user.
In some embodiments, further comprising:
generating a vector model, wherein the vector model is used for acquiring a personal information data set in a historical preset time period, and each personal information data corresponds to a personal feature vector;
clustering the personal feature vectors, and dividing the personal feature vectors into a plurality of classes;
and taking the mean vector of the personal feature vectors in each class as a vector model of the class, wherein the value of each dimension of the mean vector is the average value of the corresponding dimension of the personal feature vectors in each class.
The embodiment of the application provides a method and a system for self-adaptive configuration of a functional layer of a paper diaper based on application. According to the paper diaper function layer self-adaptive configuration method based on the application, on the basis of collecting the sex, the age, the physiological diagnosis information, the living habit information and the special requirement information of a user, the personal feature vector is established for the user, the user is classified into the vector model with the best degree close to the personal feature vector in a clustering mode, and the vector model represents the requirement of a crowd, so that a manufacturer can customize a paper diaper function layer for each crowd, the applicable crowd range of the customized paper diaper is enlarged, the production process adjustment cost is reduced, the paper diaper with the function layer can be configured according to the personal requirement of the user, the personalized design of the user is achieved, the personal requirement of the user is met, and the user experience is improved.
Drawings
Other features, objects and advantages of the present application will become more apparent upon reading of the following detailed description of non-limiting embodiments thereof, made with reference to the accompanying drawings in which:
fig. 1 is a flowchart of a method for adaptively configuring a functional layer of a diaper based on usage according to a first embodiment of the present application;
fig. 2 is a flowchart of a method for adaptively configuring a functional layer of a diaper based on usage according to a second embodiment of the present application;
fig. 3 is a schematic structural diagram of a system for adaptively configuring a functional layer of a diaper based on usage according to a third embodiment of the present application.
Detailed Description
The present application will be described in further detail with reference to the following drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the relevant invention and not restrictive of the invention. It should be noted that, for convenience of description, only the portions related to the related invention are shown in the drawings.
It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. The present application will be described in detail below with reference to the embodiments with reference to the attached drawings.
Fig. 1 is a flowchart of a method for adaptively configuring a functional layer of a diaper based on usage according to a first embodiment of the present application. As can be seen from fig. 1, the method for adaptively configuring a functional layer of a diaper based on usage of this embodiment may include the following steps:
s101: and receiving personal information data sent by the current user.
In this embodiment, the user may send personal information data to the diaper manufacturer through the smart terminal, specifically, the smart terminal may be a smart phone, a tablet computer, a laptop computer, or the like, an APP (application program) may be installed on the smart terminal, the user may register an account in the APP in advance, after logging in the account, the platform provides the user with various types of options, the user uploads personal information data of the user by selecting the options in the forms provided by the platform, a diaper manufacturer can be configured with a corresponding background server, used for receiving the personal information data uploaded by the user, storing and processing the received personal information data, the options comprise various personal information data, and the user can select the option corresponding to the user from the various personal information data so as to upload the personal information data of the user. Further, the user can also send personal information data to the diaper manufacturer by sending a mail to the diaper manufacturer. As to how the user sends the personal information data to the diaper manufacturer, there is no particular list, and it should be noted that, in the present embodiment, the personal information data may include sex, age, physiological diagnosis information, living habit information, and special requirement information, the sex and age information may be filled in by the user according to the actual situation of the user, and the platform provides corresponding options for the physiological diagnosis information, the living habit information, and the special requirement information. For example, for an infant, "physiological diagnostic information" may provide options such as "health", "minor diarrhea", "severe diarrhea", "rash", "infection", and the like; for adults, the corresponding physiological diagnosis information can provide options of health, urinary incontinence, incontinence of urine and feces, bed rest, paralysis and the like. For infants, the 'lifestyle habit information' can provide options such as 'breast feeding', 'milk feeding', 'liquid food feeding', 'semi-liquid food feeding', 'dry food feeding' and the like; for adults, the corresponding living habit information can provide 'liquid diet feeding', 'semi-liquid diet feeding', 'more drinking', 'less drinking' and the like. The special requirement information can be 'strong water absorption capacity', 'anti-allergy' is needed ',' antibiosis is needed ',' ventilation is needed 'or' lightness and thinness 'is needed', etc. In addition, the platform also provides the filling of remark information, and if the listed information is not consistent with the personal information of the user, the user can fill personal information data of the user.
For example, for infants, the types of diapers required in different periods are different, and for newborn babies, the skin is required to be kept dry as much as possible, and accordingly, the water absorption performance of the diapers is strong, while for young children, the sterilization effect is good while the skin is required to be kept dry, and odor caused by bacterial growth in excrement is avoided. Since various functions of the diaper are mainly realized through the functional layer, and the functional layer cannot be added without limitation, the functional layer is optimized according to the needs of users to meet the needs of the users in a maximum limit manner. The paper diaper that this application embodiment relates to includes skin and subsides skin layer, it is outer with it has the intermediate layer between the skin layer to paste, the functional layer sets up paste skin layer or intermediate layer in situ.
S102: and generating a corresponding personal feature vector according to the personal information data.
After receiving the personal information data sent by the user, the background server of the diaper manufacturer can generate a corresponding personal feature vector according to the personal information data sent by the user. For example, if the personal information data of the user is (male, age 1, good health, drinking water frequently, and water absorption is strong), the personal information data of the user is digitized to generate a corresponding multidimensional array, and the multidimensional array is used as the personal feature vector of the user. For example, the value of age can be directly used as the value of "age" dimension, for gender, the value of female is 100, and the value of male is 0; or a male value of 100 and a female value of 0. For the physiological diagnosis information, a certain type of physiological diagnosis information can be mapped to a certain numerical value according to a predetermined mapping rule. For example, for children, the value for health is 10, for mild diarrhea 20, for severe diarrhea 30, for skin eczema 40, and for skin infection 50. For the life habit information, the drinking times can be taken as the value of the dimension. For the information of special requirements, the value of 'strong water absorption' is correspondingly 10, the value of 'anti-allergy required' is correspondingly 20, the value of 'antibacterial required' is correspondingly 30, the value of 'ventilation required' is correspondingly 40, and the value of 'light and thin required' is correspondingly 50. Taking the female value as 100 and the male value as 0 as an example, the feature vector after the personal information data is digitized may be (0, 1, 10, 20, 10). For another example, the personal information data of the user may be (male, 65 years old, paralyzed, full liquid diet, and antibacterial needed), and the numerical method of the sex, age, and special requirement information is the same as the numerical method of the sex, age, and special requirement information of the child, and for the physiological diagnosis information of the adult, the numerical method may be adopted, for example, the value corresponding to health is 10, the value corresponding to urinary incontinence is 20, the value corresponding to incontinence of urine and feces is 30, the value corresponding to bed-ridden is 40, and the value corresponding to paralysis is 50; for adult lifestyle habit information, the adult lifestyle habit information may include full diet, half diet and non-diet, and accordingly, the value of full diet is 20, the value of half diet is 40, and the value of non-diet is 60, and the feature vector after the above-mentioned personal information data is digitized may be (0, 65, 50, 20, 30). Namely, a five-dimensional feature vector is generated according to the sex, age, physiological diagnosis information, living habit information and special requirement information included in the personal information data sent by the user.
S103: and matching the personal characteristic vector with a vector model in a preset personal characteristic vector group to determine the configuration scheme of the current user.
In this embodiment, after generating a personal feature vector according to personal information data sent by a user, the generated personal feature vector is matched with a vector model in a preset personal feature vector group stored in a background server of a diaper manufacturer, so as to determine a configuration scheme of the current user. Specifically, a background server of a diaper manufacturer can acquire a personal information data set in a historical preset time period, wherein each piece of personal information data corresponds to a personal feature vector; clustering the personal feature vectors, and dividing the personal feature vectors into a plurality of classes; and taking the mean vector of the personal feature vectors in each class as a vector model of the class, wherein the value of each dimension of the mean vector is the average value of the corresponding dimension of the personal feature vectors in each class. The clustering algorithm can be adopted here to represent the personal feature vector as a point in a space corresponding to the degree of dimension, k points are selected as an initial central point of each class, the distances from other points to the central point are calculated, the other points are classified as the class where the central point with the minimum distance value to the initial central point is located, then the mean value of the points in each class is taken as a new central point, the distances from the other points to the new central point are calculated, and the other points are classified as the class where the central point with the minimum distance value to the new central point is located. And repeating the steps until the error value of the new central point of the two adjacent steps is smaller than a preset threshold value, and determining the new central point at the moment as the central point of the class. In this embodiment, each vector model corresponds to a configuration scheme; the determining the configuration scheme of the current user comprises: and determining the configuration scheme corresponding to the vector model matched with the personal feature vector as the configuration scheme of the current user.
S104: and configuring a functional layer of the paper diaper for the current user according to the configuration scheme.
And after the configuration scheme of the current user is determined, configuring a functional layer of the paper diaper for the user according to the content of the configuration scheme. In this and subsequent embodiments, the functional layer of the diaper may include a water-absorbing layer, a sterilization layer, and a light thin layer, and the water-absorbing layer may be divided into a strong water-absorbing layer and a normal water-absorbing layer. Other types of functional layers may also be included, not to mention here.
According to the paper diaper functional layer self-adaptive configuration method based on the application, the paper diapers with the functional layers can be configured according to personal requirements of users, personalized design of the users is achieved, the personal requirements of the users are met, and user experience is improved.
In addition, in the above embodiment, after the personal feature vector of the current user is generated, the feature vector may be modified, for example, the feature vector may be modified by a set of modification parameters preset by a platform, the set of modification parameters may be (α 1, α 2, α 3, α 4, α 5), the digitized value of each dimension of the generated feature vector is multiplied by the corresponding modification parameter to generate a final feature vector, and the final feature vector is matched with a vector model in the preset personal feature vector set to determine the configuration scheme of the current user.
Fig. 2 is a flowchart of a method for adaptively configuring a functional layer of a diaper based on usage according to a second embodiment of the present application. Fig. 2 shows a method for generating a vector model in a preset personal feature vector group, comprising the following steps:
s201: and acquiring a personal information data set in a historical preset time period, wherein each personal information data corresponds to a personal feature vector.
Specifically, a personal information data set of the user in a historical preset time period may be acquired based on a big data technology, for example, a personal information data set of the user in the past 2 months may be acquired, the personal information data set including a large amount of personal information data, wherein each personal information data corresponds to a personal feature vector.
S202: and clustering the personal feature vectors, and dividing the personal feature vectors into a plurality of classes.
Specifically, a clustering algorithm may be used to cluster the personal feature vectors, which is specifically referred to the above embodiments and will not be described herein again.
S203: and taking the mean vector of the personal feature vectors in each class as a vector model of the class, wherein the value of each dimension of the mean vector is the average value of the corresponding dimension of the personal feature vectors in each class.
Fig. 3 is a schematic structural diagram of an adaptive configuration system for a functional layer of a diaper based on usage according to a third embodiment of the present application. The system for adaptively configuring the functional layer of the diaper based on the application of the embodiment can comprise:
a personal information data receiving module 301, configured to receive personal information data sent by a current user.
Specifically, the platform can provide a form with various types of options for a user, and the user can upload personal information data of the user by selecting the option corresponding to the user in the form provided by the platform.
A personal feature vector generating module 302, configured to generate a corresponding personal feature vector according to the personal information data.
Specifically, after receiving the personal information data sent by the user, the backend server of the diaper manufacturer may generate a corresponding personal feature vector according to the personal information data sent by the user. For example, if the personal information data of the user is (male, age 1, good health, drinking water frequently, and water absorption is strong), the personal information data of the user is digitized to generate a corresponding multidimensional array, and the multidimensional array is used as the personal feature vector of the user. For example, the value of age can be directly used as the value of "age" dimension, for gender, the value of female is 100, and the value of male is 0; or a male value of 100 and a female value of 0. For the physiological diagnosis information, a certain type of physiological diagnosis information can be mapped to a certain numerical value according to a predetermined mapping rule. For example, for children, the value for health is 10, for mild diarrhea 20, for severe diarrhea 30, for skin eczema 40, and for skin infection 50. For the life habit information, the drinking times can be taken as the value of the dimension. For the information of special requirements, the value of 'strong water absorption' is correspondingly 10, the value of 'anti-allergy required' is correspondingly 20, the value of 'antibacterial required' is correspondingly 30, the value of 'ventilation required' is correspondingly 40, and the value of 'light and thin required' is correspondingly 50. Taking the female value as 100 and the male value as 0 as an example, the feature vector after the personal information data is digitized may be (0, 1, 10, 20, 10). For another example, the personal information data of the user may be (male, 65 years old, paralyzed, full liquid diet, and antibacterial needed), and the numerical method of the sex, age, and special requirement information is the same as the numerical method of the sex, age, and special requirement information of the child, and for the physiological diagnosis information of the adult, the numerical method may be adopted, for example, the value corresponding to health is 10, the value corresponding to urinary incontinence is 20, the value corresponding to incontinence of urine and feces is 30, the value corresponding to bed-ridden is 40, and the value corresponding to paralysis is 50; for adult lifestyle habit information, the adult lifestyle habit information may include full diet, half diet and non-diet, and accordingly, the value of full diet is 20, the value of half diet is 40, and the value of non-diet is 60, and the feature vector after the above-mentioned personal information data is digitized may be (0, 65, 50, 20, 30). Namely, a five-dimensional feature vector is generated according to the sex, age, physiological diagnosis information, living habit information and special requirement information included in the personal information data sent by the user.
After the personal feature vector of the current user is generated, the feature vector may be modified, for example, the feature vector may be modified by a set of modification parameters preset by a platform, where the set of modification parameters may be (α 1, α 2, α 3, α 4, α 5), the digitized values of each dimension of the generated feature vector are multiplied by the corresponding modification parameters to generate a final feature vector, and the final feature vector is matched with a vector model in the preset personal feature vector set to determine the configuration scheme of the current user.
A configuration scheme determining module 303, configured to match the personal feature vector with a vector model in a preset personal feature vector group, and determine a configuration scheme of the current user; specifically, the configuration scheme determining module 303 is configured to determine a configuration scheme corresponding to the vector model matched with the personal feature vector as the configuration scheme of the current user.
A functional layer configuration module 304, configured to configure a functional layer of the diaper for the current user according to the configuration scheme.
As an alternative embodiment of the present application, in the above embodiment, the method may further include: the vector model generating module 305 is configured to obtain a personal information data set in a historical preset time period, where each piece of personal information data corresponds to a personal feature vector; clustering the personal feature vectors, and dividing the personal feature vectors into a plurality of classes; and taking the mean vector of the personal feature vectors in each class as a vector model of the class, wherein the value of each dimension of the mean vector is the average value of the corresponding dimension of the personal feature vectors in each class.
The embodiments of the present application can achieve similar technical effects as the embodiments described above, and are not described herein again.
The above description is only a preferred embodiment of the application and is illustrative of the principles of the technology employed. It will be appreciated by those skilled in the art that the scope of the invention herein disclosed is not limited to the particular combination of features described above, but also encompasses other arrangements formed by any combination of the above features or their equivalents without departing from the spirit of the invention. For example, the above features may be replaced with (but not limited to) features having similar functions disclosed in the present application.
Claims (4)
1. A method for adaptively configuring a functional layer of a paper diaper based on application is characterized by comprising the following steps:
receiving personal information data sent by a current user; the personal information data comprises sex, age, physiological diagnosis information, life habit information and special requirement information;
performing numeralization according to the personal information data to generate a corresponding multidimensional array, and taking the multidimensional array as a personal feature vector of the user; wherein, the numerical value of the age is directly used as the value of the dimension of the age in the multidimensional array; for gender, the value of the gender dimension in the multidimensional array is taken as the value of the gender dimension according to the respective value of the male or the female; mapping a certain type of physiological diagnosis information into a certain numerical value according to a preset mapping rule to serve as a value of a dimension of the physiological diagnosis information in the multi-dimensional array; taking the values of the life habit information according to the drinking times or the feeding mode as the values of the dimension of the life habit information in the multi-dimensional array; taking the values of the special requirement information according to the type of the special requirement as the values of the dimension of the 'special requirement information' in the multi-dimensional array; after the personal feature vector of the current user is generated, correcting the feature vector by using a set of correction parameters preset by a platform, and multiplying the numerical value of each dimensionality of the generated feature vector by the corresponding correction parameter to generate the final personal feature vector of the current user;
a background server of a diaper manufacturer acquires a personal information data set in a historical preset time period, wherein each piece of personal information data corresponds to a personal feature vector; clustering the personal feature vectors, and dividing the personal feature vectors into a plurality of classes; taking the mean vector of the personal feature vectors in each class as a vector model of the class, wherein the value of each dimension of the mean vector is the average value of the corresponding dimension of the personal feature vectors in each class; each vector model corresponds to a configuration scheme;
matching the personal characteristic vector with a vector model in a preset personal characteristic vector group to determine a configuration scheme of the current user;
configuring a functional layer of the paper diaper for the current user according to the configuration scheme; the paper diaper comprises an outer layer and a skin-adhering layer, an interlayer is arranged between the outer layer and the skin-adhering layer, and the functional layer is arranged in the interlayer; the functional layer includes: a water absorbing layer and/or a biocidal layer and/or a light and thin layer.
2. The method of claim 1, wherein each of said vector models corresponds to a deployment scenario;
the determining the configuration scheme of the current user comprises:
and determining the configuration scheme corresponding to the vector model matched with the personal feature vector as the configuration scheme of the current user.
3. An adaptive configuration system for a functional layer of a paper diaper based on usage, comprising:
the personal information data receiving module is used for receiving personal information data sent by a current user; the personal information data comprises sex, age, physiological diagnosis information, life habit information and special requirement information;
the personal characteristic vector generating module is used for digitizing according to the personal information data to generate a corresponding multidimensional array, and taking the multidimensional array as the personal characteristic vector of the user; wherein, the numerical value of the age is directly used as the value of the dimension of the age in the multidimensional array; for gender, the value of the gender dimension in the multidimensional array is taken as the value of the gender dimension according to the respective value of the male or the female; mapping a certain type of physiological diagnosis information into a certain numerical value according to a preset mapping rule to serve as a value of a dimension of the physiological diagnosis information in the multi-dimensional array; taking the values of the life habit information according to the drinking times or the feeding mode as the values of the dimension of the life habit information in the multi-dimensional array; taking the values of the special requirement information according to the type of the special requirement as the values of the dimension of the 'special requirement information' in the multi-dimensional array; after the personal feature vector of the current user is generated, correcting the feature vector by using a set of correction parameters preset by a platform, and multiplying the numerical value of each dimensionality of the generated feature vector by the corresponding correction parameter to generate the final personal feature vector of the current user;
the background server of the diaper manufacturer is used for acquiring a personal information data set in a historical preset time period, and each piece of personal information data corresponds to a personal feature vector; clustering the personal feature vectors, and dividing the personal feature vectors into a plurality of classes; taking the mean vector of the personal feature vectors in each class as a vector model of the class, wherein the value of each dimension of the mean vector is the average value of the corresponding dimension of the personal feature vectors in each class; each vector model corresponds to a configuration scheme;
the configuration scheme determining module is used for matching the personal characteristic vector with a vector model in a preset personal characteristic vector group to determine the configuration scheme of the current user;
the functional layer configuration module is used for configuring a functional layer of the paper diaper for the current user according to the configuration scheme; the paper diaper comprises an outer layer and a skin-adhering layer, an interlayer is arranged between the outer layer and the skin-adhering layer, and the functional layer is arranged in the interlayer; the functional layer includes: a water absorbing layer and/or a biocidal layer and/or a light and thin layer.
4. The system of claim 3, wherein the configuration scheme determination module is specifically configured to:
and determining the configuration scheme corresponding to the vector model matched with the personal feature vector as the configuration scheme of the current user.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN1225572A (en) * | 1996-05-30 | 1999-08-11 | 普罗克特和甘保尔公司 | Method for selecting feminine hygiene product system |
| CN106156127A (en) * | 2015-04-08 | 2016-11-23 | 深圳市腾讯计算机系统有限公司 | Select the method and device that data content pushes to terminal |
| CN107507065A (en) * | 2017-08-24 | 2017-12-22 | 徐州嘉安健康产业有限公司 | Nursing product method for customizing and device |
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| US20160284036A1 (en) * | 2015-03-23 | 2016-09-29 | Mckesson Corporation | Method, apparatus, and computer program product for dynamic evaluation of consumable consumption |
| US20180005290A1 (en) * | 2016-06-30 | 2018-01-04 | The Procter & Gamble Company | System and method for providing customized user experience with absorbent articles |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN1225572A (en) * | 1996-05-30 | 1999-08-11 | 普罗克特和甘保尔公司 | Method for selecting feminine hygiene product system |
| CN106156127A (en) * | 2015-04-08 | 2016-11-23 | 深圳市腾讯计算机系统有限公司 | Select the method and device that data content pushes to terminal |
| CN107507065A (en) * | 2017-08-24 | 2017-12-22 | 徐州嘉安健康产业有限公司 | Nursing product method for customizing and device |
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