CN115049426A - Artificial intelligence algorithm model for personalized skin care recommendation - Google Patents
Artificial intelligence algorithm model for personalized skin care recommendation Download PDFInfo
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- CN115049426A CN115049426A CN202210641703.7A CN202210641703A CN115049426A CN 115049426 A CN115049426 A CN 115049426A CN 202210641703 A CN202210641703 A CN 202210641703A CN 115049426 A CN115049426 A CN 115049426A
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Abstract
The invention relates to the technical field of artificial intelligence, and discloses an artificial intelligence algorithm model for personalized skin care recommendation, which comprises an original information acquisition and receiving system, a skin quality analysis model, a data training and generating model and an application terminal, wherein: the system comprises an original information acquisition and receiving system, a skin analysis model, a data training generation model and an application terminal which are sequentially connected; the original information acquisition and receiving system is used for acquiring and receiving the photographing information uploaded by the user application terminal; the skin analysis model is based on an AI algorithm and is used for acquiring user information from the original information acquisition and receiving system and calculating data; the artificial intelligence algorithm model is applied to products, the butt joint of the artificial intelligence application products and the skin data of the users can be realized, the skin distribution is calculated for each user through the model, the effect skin care product combination is matched with the skin state of the users through the model, the personalized recommendation is realized, the economic benefit can be realized, and the high-quality transformation and upgrading of the skin care industry of China is promoted.
Description
Technical Field
The invention relates to the technical field of artificial intelligence, in particular to an artificial intelligence algorithm model for personalized skin care recommendation.
Background
With the development of artificial intelligence technology, the artificial intelligence technology has been brought into national planning, and strives to make it become an important driving force for a new round of technology and industry transformation. Artificial intelligence technology penetration begins to appear in the field of skin management, and social development strongly requires artificial intelligence to analyze skin types of different users and match with products with different effects, so that the production and consumption circulation efficiency and social value of the skin care product industry are improved.
The data required is different due to the different fields targeted by different company products. The user usually lacks objective cognitive ability on the skin-related information of the user, and cannot timely and comprehensively master the applicable information of skin care products with different efficacy types. The problems exist at present:
each artificial intelligence product needs to collect a plurality of skin indexes according to the self demand, the measurement of each index lacks objective standards, and the detection result has the problem of objective weakness.
Each artificial intelligence product matches the recorded efficacy products, but lacks knowledge of third-party products, and has poor matching capability when recommended to a user. It is difficult for the user to make an efficient choice between the various matching results. In actual use, the using and selecting processes of a user are very complicated, the efficiency is low, the popularization of artificial intelligence in the field of skin care is also hindered, and the high-quality development of the Chinese efficacy skin care product industry is also restricted.
Disclosure of Invention
Technical problem to be solved
Aiming at the defects of the prior art, the invention provides an artificial intelligence algorithm model for personalized skin care recommendation, which solves the problems in the background art.
(II) technical scheme
In order to achieve the purpose, the invention provides the following technical scheme: an artificial intelligence algorithm model for personalized skin care recommendation comprises an original information acquisition and receiving system, a skin quality analysis model, a data training generation model and an application terminal, wherein:
the system comprises an original information acquisition and receiving system, a skin analysis model, a data training generation model and an application terminal which are sequentially connected;
the original information acquisition and receiving system is used for acquiring and receiving the photographing information uploaded by the user application terminal;
the skin analysis model is based on an AI algorithm and is used for acquiring user information from an original information acquisition and receiving system, calculating data, performing multi-index classification calculation on skin, building an efficacy skin care product matrix model, generating a model for each user through data training to calculate skin distribution, performing model matching on the efficacy skin care product combination and the skin state of the user, and generating a skin test report and a product recommendation conclusion;
and the AI skin measuring algorithm transmits the skin measuring report and the product recommendation conclusion back to the user application terminal, and personalized recommendation is carried out to the user.
Preferably, the information acquired by the user includes image information and structured character information.
Preferably, the analysis result in the skin analysis model includes an image AI analysis result and an index evaluation result.
Preferably, the application terminal is a mobile phone or a tablet, and the application terminal takes pictures to collect the face images of the user.
(III) advantageous effects
The invention provides an artificial intelligence algorithm model for personalized skin care recommendation, which has the following beneficial effects:
(1) the artificial intelligence algorithm model is applied to the product, so that the butt joint of the artificial intelligence application product and the skin data of the user can be realized, the skin distribution is calculated for each user through the model, the model matching is carried out on the effect skin care product combination and the skin state of the user, the personalized recommendation is realized, the economic benefit can be realized, and the high-quality transformation and upgrading of the skin care industry in China can be promoted; the invention can provide a complete skin data operation result analysis and a distribution type recommendation technology of skin care products with corresponding effects for users, help the users to objectively and systematically obtain skin conditions suitable for the users, reduce the difficulty of the users in distinguishing and purchasing the products, save the time of the users, improve the consumption efficiency of scientific skin care, and enhance the international competitiveness of the skin care industry in China.
Detailed Description
The technical solutions in the embodiments of the present invention are clearly and completely described below, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The invention provides a technical scheme that: an artificial intelligence algorithm model for personalized skin care recommendation comprises an original information acquisition and receiving system, a skin quality analysis model, a data training generation model and an application terminal, wherein:
the system comprises an original information acquisition and receiving system, a skin analysis model, a data training generation model and an application terminal which are sequentially connected;
the original information acquisition and receiving system is used for acquiring and receiving the photographing information uploaded by the user application terminal;
the skin analysis model is based on AI algorithm and is used for acquiring user information from an original information acquisition and receiving system and calculating data, performing multi-index classification calculation on skin, building an efficacy skin care product matrix model, generating a model for each user through data training to calculate skin distribution, performing model matching on efficacy skin care product combination and user skin state, and generating a skin test report and a product recommendation conclusion;
and the AI skin measuring algorithm transmits the skin measuring report and the product recommendation conclusion back to the user application terminal, and personalized recommendation is carried out to the user.
Further, the information acquired by the user includes image information and structured character information.
Furthermore, the analysis result in the skin analysis model comprises an image AI analysis result and an index evaluation result.
Further, the application terminal is a mobile phone or a tablet, and the application terminal takes a picture to collect the face image of the user.
In the embodiment, an acquisition-recommendation-optimization data processing and recommendation frame is established based on an online artificial intelligence image recognition technology of facial photos, facial pictures of users are acquired in modes of mobile phone photographing and the like, multiple indexes are calculated in a classified mode on skin, an efficacy skin care product matrix model is established, skin distribution is calculated for each user through multiple models, model matching is carried out on efficacy skin care product combinations and skin states of the users, and personalized distribution and recommendation are achieved.
It should be noted that, in this document, relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (4)
1. An artificial intelligence algorithm model for personalized skin care recommendation, which is characterized in that: the system comprises an original information acquisition and receiving system, a skin analysis model, a data training generation model and an application terminal, wherein:
the system comprises an original information acquisition and receiving system, a skin analysis model, a data training generation model and an application terminal which are sequentially connected;
the original information acquisition and receiving system is used for acquiring and receiving the photographing information uploaded by the user application terminal;
the skin analysis model is based on an AI algorithm and is used for acquiring user information from an original information acquisition and receiving system, calculating data, performing multi-index classification calculation on skin, building an efficacy skin care product matrix model, generating a model for each user through data training to calculate skin distribution, performing model matching on the efficacy skin care product combination and the skin state of the user, and generating a skin test report and a product recommendation conclusion;
and the AI skin measuring algorithm transmits the skin measuring report and the product recommendation conclusion back to the user application terminal, and personalized recommendation is carried out to the user.
2. The artificial intelligence algorithm model for personalized skin care recommendation according to claim 1, wherein: the information acquired by the user comprises image information and structured character information.
3. The artificial intelligence algorithm model for personalized skin care recommendation of claim 1, wherein: and the analysis result in the skin analysis model comprises an image AI analysis result and an index evaluation result.
4. The artificial intelligence algorithm model for personalized skin care recommendation according to claim 1, wherein: the application terminal is a mobile phone or a tablet, and the application terminal takes pictures to collect face images of the user.
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| CN202210641703.7A CN115049426A (en) | 2022-06-07 | 2022-06-07 | Artificial intelligence algorithm model for personalized skin care recommendation |
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| CN202210641703.7A CN115049426A (en) | 2022-06-07 | 2022-06-07 | Artificial intelligence algorithm model for personalized skin care recommendation |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117351545A (en) * | 2023-10-11 | 2024-01-05 | 广东圣千科技有限公司 | Skin care management method and system based on big data mining |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110020103A (en) * | 2017-09-05 | 2019-07-16 | 上海紫石生物科技有限公司 | Personalized article method for pushing and system, computer storage medium |
| CN110533634A (en) * | 2019-07-26 | 2019-12-03 | 深圳壹账通智能科技有限公司 | Proposal recommending method, device, computer equipment and storage medium based on artificial intelligence |
| KR102184177B1 (en) * | 2020-03-10 | 2020-11-27 | 주식회사 만컴퍼니 | Apparatus and method for recommending cosmetics by analyzing a face image acquired using a user's mobile device |
| KR20210107354A (en) * | 2020-02-24 | 2021-09-01 | 주식회사 크라우디즌 | System for analyzing skin surface and providing the skin improvement solutions based on AI and Method thereof |
| CN113576421A (en) * | 2021-09-10 | 2021-11-02 | 广州帕克西软件开发有限公司 | Intelligent skin measuring method and device |
| CN113610844A (en) * | 2021-08-31 | 2021-11-05 | 深圳市邻友通科技发展有限公司 | Intelligent skin care method, device, equipment and storage medium |
| CN114219868A (en) * | 2021-11-10 | 2022-03-22 | 北京美源创世科技发展有限公司 | Skin care scheme recommendation method and system |
-
2022
- 2022-06-07 CN CN202210641703.7A patent/CN115049426A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110020103A (en) * | 2017-09-05 | 2019-07-16 | 上海紫石生物科技有限公司 | Personalized article method for pushing and system, computer storage medium |
| CN110533634A (en) * | 2019-07-26 | 2019-12-03 | 深圳壹账通智能科技有限公司 | Proposal recommending method, device, computer equipment and storage medium based on artificial intelligence |
| KR20210107354A (en) * | 2020-02-24 | 2021-09-01 | 주식회사 크라우디즌 | System for analyzing skin surface and providing the skin improvement solutions based on AI and Method thereof |
| KR102184177B1 (en) * | 2020-03-10 | 2020-11-27 | 주식회사 만컴퍼니 | Apparatus and method for recommending cosmetics by analyzing a face image acquired using a user's mobile device |
| CN113610844A (en) * | 2021-08-31 | 2021-11-05 | 深圳市邻友通科技发展有限公司 | Intelligent skin care method, device, equipment and storage medium |
| CN113576421A (en) * | 2021-09-10 | 2021-11-02 | 广州帕克西软件开发有限公司 | Intelligent skin measuring method and device |
| CN114219868A (en) * | 2021-11-10 | 2022-03-22 | 北京美源创世科技发展有限公司 | Skin care scheme recommendation method and system |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117351545A (en) * | 2023-10-11 | 2024-01-05 | 广东圣千科技有限公司 | Skin care management method and system based on big data mining |
| CN117351545B (en) * | 2023-10-11 | 2024-03-15 | 广东圣千科技有限公司 | Skin care management method and system based on big data mining |
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