CN109119154A - A kind of beauty recommender system filtering Customer Information - Google Patents
A kind of beauty recommender system filtering Customer Information Download PDFInfo
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- CN109119154A CN109119154A CN201710488002.3A CN201710488002A CN109119154A CN 109119154 A CN109119154 A CN 109119154A CN 201710488002 A CN201710488002 A CN 201710488002A CN 109119154 A CN109119154 A CN 109119154A
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
- A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
- A61B5/443—Evaluating skin constituents, e.g. elastin, melanin, water
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
- A61B5/448—Hair evaluation, e.g. for hair disorder diagnosis
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
- A61B5/449—Nail evaluation, e.g. for nail disorder diagnosis
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- Life Sciences & Earth Sciences (AREA)
- Heart & Thoracic Surgery (AREA)
- Medical Informatics (AREA)
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- Dermatology (AREA)
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- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
The present invention provides a kind of beauty recommender systems for filtering Customer Information characterized by comprising acquisition equipment acquires equipment the beauty information of the user of acquisition is sent to server-side；Server-side includes: transceiver module, to received beauty information；Processing module, to be filtered processing to beauty information according to a preset filtering rule, to obtain multiple groups training sample；Memory module, the multiple groups training sample will acquire are saved；When acquisition equipment sends beauty information to server-side again, server-side is analyzed current beauty information by the multiple groups training sample saved to obtain a beauty recommendation information, and beauty recommendation information is pushed to acquisition equipment by transceiver module.The beneficial effect of its technical solution is, can specific aim beauty recommendation information is pushed to user, keep the beauty recommendation information of push more accurate, overcome the fixed defect of the screening rule of default setting in the prior art.
Description
Technical field
The present invention relates to field of communication technology more particularly to a kind of beauty recommender systems for filtering Customer Information.
Background technique
With the continuous improvement of people's living standards, people are also higher and higher to the concern of self-image, various beauty are produced
Product and beauty mechanism continuously emerge in the people visual field, and how accurately to recommend suitable beauty product to user is instantly
The technical issues that need to address, the existing way of recommendation include being recommended by Shopping Guide user, and existing beauty pushes away
It recommends system and user's transmission beauty information is analyzed to form beauty recommendation information by preset unalterable rules, it is this to push away
The shortcomings that recommending mode is that Rules Filtering each time is all fixed and invariable, but being all different between user, because
This, which needs to establish corresponding screening rule just for each user, can be improved the accuracy rate of recommendation.
Summary of the invention
For the above problem existing for beauty product is recommended in the prior art, a kind of beauty being intended to according to user is now provided
Hold information establish training sample, and then can specific aim to user push beauty recommendation information, make push beauty recommendation information
More accurate beauty recommender system.
Specific technical solution is as follows:
A kind of beauty recommender system filtering Customer Information, wherein include:
Acquire equipment, and with the server-side that connect of acquisition equipment, the equipment that acquires is to the use that will acquire
The beauty information of person is sent to the server-side；
The server-side includes:
Transceiver module, to the received beauty information；
Processing module is connect with the transceiver module, to according to a preset filtering rule to the beauty information into
Row filtration treatment, to obtain multiple groups training sample；
Memory module is connect with the processing module, is saved to training sample described in the multiple groups that will acquire；
When the acquisition equipment sends the beauty information to the server-side again, the server-side passes through preservation
Training sample described in multiple groups analyzes to obtain a beauty recommendation information the current beauty information, and passes through the receipts
It sends out module and the beauty recommendation information is pushed into the acquisition equipment.
Preferably, the acquisition equipment includes:
Detection module is detected to skin, nail, scalp or the hair to detected person to obtain corresponding detection
The detection data of position；
Sending module is connect with the detection module,
The detection module, the detection data is sent to the server-side.
Preferably, the detection module and the detection data of detection module acquisition include:
Capacitance sensor is detected to the moisture to detected person's skin surface to obtain water content detection number
According to；
Cmos sensor, to be shot detected person's epidermis, nail, scalp or hair to obtain image
Detection data includes oil detection data in the Image detection data.
Preferably, the acquisition equipment further includes an input module, and the input module is connect with sending module, to defeated
Enter the cosmetics use habit information of user and user's identity information and the clothes is sent to by the sending module
Business end.
Preferably, the preset filtering rule is stored in the memory module.
Preferably, the input module further includes an input interface, and the input interface is made up with so that user inputs
Product use habit information and user's identity information.
Above-mentioned technical proposal have the following advantages that or the utility model has the advantages that according to the beauty information of user establish training sample,
And then can specific aim beauty recommendation information is pushed to user, keep the beauty recommendation information of push more accurate, overcome existing
The defect for having the screening rule of the default setting in technology fixed.
Detailed description of the invention
With reference to appended attached drawing, more fully to describe the embodiment of the present invention.However, appended attached drawing be merely to illustrate and
It illustrates, and is not meant to limit the scope of the invention.
Fig. 1 is a kind of structural schematic diagram for the beauty recommender system embodiment for filtering Customer Information of the present invention；
Fig. 2 is the structure about acquisition equipment in a kind of beauty recommender system embodiment for filtering Customer Information of the present invention
Schematic diagram；
Fig. 3 is the structure about detection module in a kind of beauty recommender system embodiment for filtering Customer Information of the present invention
Schematic diagram.
Appended drawing reference indicates:
1, equipment is acquired；2, server-side, 21, transceiver module；22, processing module；23, memory module；11, detection module,
12, sending module；13, input module；111, capacitance sensor；112, cmos sensor.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art without creative labor it is obtained it is all its
His embodiment, shall fall within the protection scope of the present invention.
It should be noted that in the absence of conflict, the feature in embodiment and embodiment in the present invention can phase
Mutually combination.
The present invention will be further explained below with reference to the attached drawings and specific examples, but not as the limitation of the invention.
It include a kind of beauty recommender system for filtering Customer Information in technical solution of the present invention.
As shown in Figure 1, a kind of embodiment for the beauty recommender system for filtering Customer Information, wherein include:
Acquire equipment 1, and with the server-side 2 that connect of acquisition equipment 1, acquire equipment 1 to the user's that will acquire
Beauty information is sent to server-side 2；
Server-side 2 includes:
Transceiver module 21, to received beauty information；
Processing module 22 is connect with transceiver module 21, to be carried out according to a preset filtering rule to beauty information
Filter processing, to obtain multiple groups training sample；
Memory module 23 is connect with processing module 22, and the multiple groups training sample will acquire is saved；
When acquisition equipment 1 sends beauty information to server-side 2 again, server-side 2 passes through the multiple groups training sample saved
Current beauty information is analyzed to obtain a beauty recommendation information, and is pushed away beauty recommendation information by transceiver module 21
It send to acquisition equipment 1.
Select rule fixed for the beauty information general in the prior art to user, and the corresponding skin of each user
The problem of feature is not quite similar, and then influence the accuracy of beauty recommendation information；
The preferred beauty recommendation information sent by preset screening specification to acquisition equipment 1 is filtered place in the present invention
Reason, and then multiple groups training sample is obtained, multiple groups training sample is to analyze subsequent beauty information to obtain beauty and push away
Information is recommended, and beauty recommendation information is back to acquisition equipment 1.
In a kind of preferably embodiment, as shown in Fig. 2, acquisition equipment 1 includes:
Detection module 11 is detected to skin, nail, scalp or the hair to detected person to obtain corresponding inspection
The detection data that location is set；
Sending module 12 is connect with the detection module 11,
The detection module 11, the detection data is sent to the server-side 2.
In a kind of preferably embodiment, as shown in figure 3, the testing number that detection module 11 and detection module 11 acquire
According to including:
Capacitance sensor 111 is detected to the moisture to detected person's skin surface to obtain water content detection data；
Cmos sensor 112, to be shot detected person's epidermis, nail, scalp or hair to obtain image
Detection data includes oil detection data in Image detection data.
In a kind of preferably embodiment, acquisition equipment 1 further includes an input module 13, input module 13 and transmission mould
Block 12 connects, and the cosmetics use habit information and user's identity information to input user pass through sending module 12 and sends out
It send to server-side 2.
In a kind of preferably embodiment, preset filtering rule is stored in memory module 23.
In a kind of preferably embodiment, input module 13 further includes an input interface, and input interface is with for using
Person inputs cosmetics use habit information and user's identity information.
In above-mentioned technical proposal, the use habit information of input interface input may include that user gets used to cosmetics
Period and previous beauty product allergy information, may also include the age of user and the relevant information of job category.
The foregoing is merely preferred embodiments of the present invention, are not intended to limit embodiments of the present invention and protection model
It encloses, to those skilled in the art, should can appreciate that all with made by description of the invention and diagramatic content
Equivalent replacement and obviously change obtained scheme, should all be included within the scope of the present invention.
Claims (6)
1. a kind of beauty recommender system for filtering Customer Information characterized by comprising
Acquire equipment, and with the server-side that connect of acquisition equipment, the equipment that acquires is to the user's that will acquire
Beauty information is sent to the server-side；
The server-side includes:
Transceiver module, to the received beauty information；
Processing module is connect with the transceiver module, to be carried out according to a preset filtering rule to the beauty information
Filter processing, to obtain multiple groups training sample；
Memory module is connect with the processing module, is saved to training sample described in the multiple groups that will acquire；
When the acquisition equipment sends the beauty information to the server-side again, the server-side passes through the multiple groups saved
The training sample analyzes to obtain a beauty recommendation information the current beauty information, and passes through the transmitting-receiving mould
The beauty recommendation information is pushed to the acquisition equipment by block.
2. beauty recommender system according to claim 1, which is characterized in that the acquisition equipment includes:
Detection module is detected to skin, nail, scalp or the hair to detected person to obtain corresponding detection position
The detection data；
Sending module is connect with the detection module,
The detection module, the detection data is sent to the server-side.
3. the beauty recommendation information stated according to claim 2, which is characterized in that the detection module and the detection module are adopted
Collection the detection data include:
Capacitance sensor is detected to the moisture to detected person's skin surface to obtain water content detection data；
Cmos sensor, to be shot detected person's epidermis, nail, scalp or hair to obtain Image detection
Data include oil detection data in the Image detection data.
4. beauty recommendation information according to claim 2, which is characterized in that the acquisition equipment further includes an input module, institute
It states input module to connect with the sending module, to input the cosmetics use habit information and user's identity of user
Information is simultaneously sent to the server-side by the sending module.
5. beauty recommendation information according to claim 1, which is characterized in that the preset filtering rule is stored in the storage
In module.
6. beauty recommendation information according to claim 4, it is characterised in that the input module further includes an input interface, described
Input interface inputs cosmetics use habit information and user's identity information with for user.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710488002.3A CN109119154A (en) | 2017-06-23 | 2017-06-23 | A kind of beauty recommender system filtering Customer Information |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201710488002.3A CN109119154A (en) | 2017-06-23 | 2017-06-23 | A kind of beauty recommender system filtering Customer Information |
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| CN109119154A true CN109119154A (en) | 2019-01-01 |
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| CN201710488002.3A Pending CN109119154A (en) | 2017-06-23 | 2017-06-23 | A kind of beauty recommender system filtering Customer Information |
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| CN106264523A (en) * | 2015-06-03 | 2017-01-04 | 武汉朗立创科技有限公司 | Skin protection suggesting method based on skin and environment measuring and system |
| CN106469302A (en) * | 2016-09-07 | 2017-03-01 | 成都知识视觉科技有限公司 | A kind of face skin quality detection method based on artificial neural network |
| CN106650215A (en) * | 2016-10-11 | 2017-05-10 | 武汉嫦娥医学抗衰机器人股份有限公司 | Skin type detection and individuation evaluation system and method based on cloud platform |
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2017
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| CN1723837A (en) * | 2005-07-21 | 2006-01-25 | 高春平 | Method and device for individualized and three-D type cosmetology |
| US20160310355A1 (en) * | 2015-04-22 | 2016-10-27 | Hon Hai Precision Industry Co., Ltd. | Automatic skin type detecting electronic device and method for skin care |
| CN106264523A (en) * | 2015-06-03 | 2017-01-04 | 武汉朗立创科技有限公司 | Skin protection suggesting method based on skin and environment measuring and system |
| CN104983399A (en) * | 2015-07-17 | 2015-10-21 | 武汉雨点科技有限公司 | Face skin detection system and method |
| CN106469302A (en) * | 2016-09-07 | 2017-03-01 | 成都知识视觉科技有限公司 | A kind of face skin quality detection method based on artificial neural network |
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| TA01 | Transfer of patent application right |
Effective date of registration: 20211224 Address after: Room 1-304, building 2, Xinming commercial center, Gongshu District, Hangzhou City, Zhejiang Province Applicant after: Hangzhou Taitai Enterprise Management Co.,Ltd. Address before: Room 303, building 6, 156 Wuchang Avenue, Wuchang Street, Yuhang District, Hangzhou City, Zhejiang Province 310000 Applicant before: HANGZHOU MEIJIE TECHNOLOGY Co.,Ltd. |
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| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20190101 |
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| RJ01 | Rejection of invention patent application after publication |