CN108932260A - Clothing matching recommended method and device - Google Patents

Abstract

This application discloses a kind of clothing matching recommended methods and device, this method to include：Receive clothing matching request message, wherein clothing matching request message indicates the message that electronic equipment provides clothing matching scheme and generates for user, at least carries following information in clothing matching request message：Weather information and attend occasion；Obtain the habitual collocation model of wearing the clothes of user, wherein habitual collocation model of wearing the clothes is the model created after learning in advance to the habitual collocation of wearing the clothes of user；In the electronics wardrobe of user according to habitual collocation model of wearing the clothes obtain with clothing matching request message entrained by the dress ornament that matches of information wear the clothes habitual collocation scheme, wherein, the electronics wardrobe of user is the electronics wardrobe established according to the dress ornament information of the existing dress ornament of user；And show that dress ornament is worn the clothes habitual collocation scheme.By the application, solve the problems, such as lower to the accuracy rate of clothing matching recommendation in the related technology.

Description

Clothing matching recommended method and device

Technical field

This application involves technical field of information processing, in particular to a kind of clothing matching recommended method and device.

Background technique

With the raising of existing quality of life, people the clothing, food, lodging and transportion -- basic necessities of life necessity of itself is also required it is also higher and higher, Because proper dress can bring performance that is self-confident and being also the respect to other side to oneself, while be possible in social activity Occasion obtains more chances, each details worn the clothes, and determines the taste of a people, especially in present society some Requirement for collocation of wearing the clothes it is higher and higher, when people will spend very long when purchasing dress ornament or going out and select dress ornament Between, this greatly wastes the time of people.It arranges in pairs or groups and then pushes away according to the dress ornament inside user's wardrobe in the related art It recommends to user, the demand of this way of recommendation impersonality, because it only carries out adaptable take according to specific dress ornament Match, and recommend user, do not consider individual difference, causes the accuracy rate recommended clothing matching lower.

For problem lower to the accuracy rate of clothing matching recommendation in the related technology, effective solution is not yet proposed at present Scheme.

Summary of the invention

The main purpose of the application is to provide a kind of clothing matching recommended method and device, right in the related technology to solve The lower problem of the accuracy rate that clothing matching is recommended.

To achieve the goals above, according to the one aspect of the application, a kind of clothing matching recommended method is provided.The party Method includes：Receive clothing matching request message, wherein the clothing matching request message indicates that electronic equipment provides clothes for user Decorations arranging scheme and the message that generates at least carry following information in the clothing matching request message：It Weather information and attends Occasion；Obtain the habitual collocation model of wearing the clothes of the user, wherein the habitual collocation model of wearing the clothes is in advance to the user Habitual collocation of wearing the clothes learnt after the model that creates；It wears the clothes according in the electronics wardrobe of the user habitual collocation Model is obtained wears the clothes habitual collocation scheme with the dress ornament that matches of information entrained by the clothing matching request message, wherein The electronics wardrobe of the user is the electronics wardrobe established according to the dress ornament information of the existing dress ornament of the user；And described in showing Dress ornament is worn the clothes habitual collocation scheme.

Further, before receiving clothing matching request message, the method also includes：According to the human body of the user Biological information identifies the user；The picture that the collocation of wearing the clothes of the user is acquired according to preset period of time, obtains more Set collocation picture；More set collocation pictures are learnt, the habit data of the collocation of wearing the clothes of the user are obtained；And base The habitual collocation model of wearing the clothes of the user described in the habit data creation of the collocation of wearing the clothes of the user.

Further, after the displaying dress ornament wears the clothes habitual collocation scheme, the method also includes：Acquisition is obtaining The picture of the collocation of wearing the clothes of user's selection after wearing the clothes habitual collocation scheme to the dress ornament；And the user is selected The picture of collocation of wearing the clothes learnt, with habitual collocation model of wearing the clothes described in optimization.

Further, after the displaying dress ornament wears the clothes habitual collocation scheme, the method also includes：According to it is default when Between the period acquire the user collocation of wearing the clothes picture, covered the picture of the collocation of wearing the clothes of the user more；To every set institute The picture for stating the collocation of wearing the clothes of user is analyzed, to determine whether the user has selected the dress ornament to wear the clothes habitual collocation side Case；The user selected the dress ornament wear the clothes habitual collocation scheme number be greater than the first preset times in the case where, really The fixed user type is habit dependence user；It wears the clothes the number of habitual collocation scheme in the non-selected dress ornament of the user In the case where greater than the second preset times, determine that the user type is non-habit dependence user；It is described receiving again In the case where the clothing matching request message of user's triggering, recommend the clothing matching side to match with the user type of the user Case.

Further, habitual collocation model of wearing the clothes according in the electronics wardrobe of the user obtains and the dress ornament The habitual collocation scheme of wearing the clothes of the dress ornament that matches of information entrained by collocation request message includes：In the electronics wardrobe of the user In the dress ornament to match with information entrained by the clothing matching request message obtained by the habitual collocation model of wearing the clothes It wears the clothes habitual collocation scheme, obtains a variety of dress ornaments and wear the clothes habitual collocation scheme；It is worn the clothes by network and arranges in pairs or groups model from described a variety of Dress ornament habitual collocation option screening target dress ornament of wearing the clothes is worn the clothes habitual collocation scheme, wherein wear the clothes model of arranging in pairs or groups of the network is The model of on-line study creation is carried out to the arranging scheme of wearing the clothes in network by internet, target dress ornament habit of wearing the clothes is taken It is that wear the clothes in habitual collocation scheme wear the clothes with the network the arrange in pairs or groups network of model recommendation of a variety of dress ornaments is worn the clothes and taken with scheme The scheme to match with scheme；Show that dress ornament habitual collocation scheme of wearing the clothes includes：Show that the target dress ornament is worn the clothes habit Arranging scheme.

Further, if including the dress ornament that the user selected in the clothing matching request message, in the user Electronics wardrobe in wear the clothes according to habitual collocation model obtain and information phase entrained by the clothing matching request message Matched dress ornament habitual collocation scheme of wearing the clothes includes：It wears the clothes according in the electronics wardrobe of the user habitual collocation model The dress ornament that the dress ornament that obtaining selected with the user is mutually arranged in pairs or groups；Show that dress ornament habitual collocation scheme of wearing the clothes includes：It shows The dress ornament that the dress ornament that selected with the user is mutually arranged in pairs or groups.

Further, before receiving clothing matching request message, the method also includes：Determine every of the user Dress ornament purchases the time；The every dress ornament of the user is arranged uses the time；If the dress ornament of the user reached using the time, Setting is hidden to the dress ornament in the electronics wardrobe of the user；Recommend to the user and reaches the dress ornament using the time Similarity meets the dress ornament of preset value.

Further, after the displaying dress ornament wears the clothes habitual collocation scheme, the method also includes：Obtain internet The dress ornament information of middle new listing；According to the habitual collocation model of wearing the clothes selected in the dress ornament information of the new listing with it is described The dress ornament information that user matches obtains dress ornament information to be purchased；The dress ornament information to be purchased is sent to the electricity Sub- equipment, so that the electronic equipment is recommended to purchase dress ornament to be purchased to the user.

To achieve the goals above, according to the another aspect of the application, a kind of clothing matching recommendation apparatus is provided.The dress Set including：Receiving unit, for receiving clothing matching request message, wherein the clothing matching request message is user's instruction Electronic equipment provides clothing matching scheme and the message that generates, at least carries following information in the clothing matching request message： Weather information and attend occasion；First acquisition unit, for obtaining the habitual collocation model of wearing the clothes of the user, wherein described Habitual collocation model of wearing the clothes is the model created after learning in advance to the habitual collocation of wearing the clothes of the user；Second obtains list Member obtains for habitual collocation model of wearing the clothes according in the electronics wardrobe of the user and disappears with clothing matching request The dress ornament that the entrained information of breath matches is worn the clothes habitual collocation scheme, wherein the electronics wardrobe of the user is according to described in The electronics wardrobe that the dress ornament information of the existing dress ornament of user is established；And display unit, for showing that dress ornament habit of wearing the clothes is taken With scheme.

To achieve the goals above, according to the another aspect of the application, a kind of storage medium, the storage medium are provided Program including storage, wherein described program executes clothing matching recommended method described in above-mentioned any one.

To achieve the goals above, according to the another aspect of the application, a kind of processor is provided, the processor is used for Run program, wherein described program executes clothing matching recommended method described in above-mentioned any one when running.

To achieve the goals above, according to the another aspect of the application, a kind of electronic equipment is provided, including：One or Multiple processors, memory, display device and one or more programs, wherein one or more of programs are stored in It in the memory, and is configured as being executed by one or more of processors, one or more of programs include using The clothing matching recommended method described in the above-mentioned any one of execution.

By the application, using following steps：Receive clothing matching request message, wherein clothing matching request message is User indicates the message that electronic equipment provides clothing matching scheme and generates, and at least carries following letter in clothing matching request message Breath：Weather information and attend occasion；Obtain the habitual collocation model of wearing the clothes of user, wherein habitual collocation model of wearing the clothes is preparatory The model created after learning to the habitual collocation of wearing the clothes of user；According to habitual collocation mould of wearing the clothes in the electronics wardrobe of user Type is obtained wears the clothes habitual collocation scheme with the dress ornament that matches of information entrained by clothing matching request message, wherein user's Electronics wardrobe is the electronics wardrobe established according to the dress ornament information of the existing dress ornament of user；And show that dress ornament is worn the clothes habitual collocation side Case solves the problems, such as lower to the accuracy rate of clothing matching recommendation in the related technology.By being taken according to the habit of wearing the clothes of user Habitual collocation model of wearing the clothes with creation obtains the dress ornament habit to match with information entrained by clothing matching request message and takes With scheme, to ensure that showing the clothing matching scheme of user is the scheme of habit of wearing the clothes based on user, and then reach Promote the effect for the accuracy rate recommended clothing matching.

Detailed description of the invention

The attached drawing constituted part of this application is used to provide further understanding of the present application, the schematic reality of the application Example and its explanation are applied for explaining the application, is not constituted an undue limitation on the present application.In the accompanying drawings：

Fig. 1 is the flow chart according to clothing matching recommended method provided by the embodiments of the present application；

Fig. 2 is the flow chart according to optional clothing matching recommended method provided by the embodiments of the present application；And

Fig. 3 is the schematic diagram according to clothing matching recommendation apparatus provided by the embodiments of the present application.

Specific embodiment

It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.

In order to make those skilled in the art more fully understand application scheme, below in conjunction in the embodiment of the present application Attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is only The embodiment of the application a part, instead of all the embodiments.Based on the embodiment in the application, ordinary skill people Member's every other embodiment obtained without making creative work, all should belong to the model of the application protection It encloses.

It should be noted that the description and claims of this application and term " first " in above-mentioned attached drawing, " Two " etc. be to be used to distinguish similar objects, without being used to describe a particular order or precedence order.It should be understood that using in this way Data be interchangeable under appropriate circumstances, so as to embodiments herein described herein.In addition, term " includes " and " tool Have " and their any deformation, it is intended that cover it is non-exclusive include, for example, containing a series of steps or units Process, method, system, product or equipment those of are not necessarily limited to be clearly listed step or unit, but may include without clear Other step or units listing to Chu or intrinsic for these process, methods, product or equipment.

According to an embodiment of the present application, a kind of clothing matching recommended method is provided.

Fig. 1 is the flow chart according to the clothing matching recommended method of the embodiment of the present application.As shown in Figure 1, this method includes Following steps：

Step S101 receives clothing matching request message, wherein clothing matching request message is that user indicates electronic equipment It provides clothing matching scheme and the message that generates, at least carries following information in clothing matching request message：Weather information and go out Seat occasion.

If user needs electronic equipment to recommend clothing matching, after user executes clothing matching operation, on an electronic device Clothing matching request message can be received.Clothing matching request message at least carries Weather information and attends occasion in this application Information, for example, same day weather is 23 DEG C, which attended occasion the same day as reception client, and in this case, user executes clothes When decorations collocation operation, it includes 23 DEG C of weather that electronic equipment, which can receive, and to attend occasion be to receive the clothing matching of client to request Message.Electronic equipment be based on the clothing matching request message for user recommend clothing matching when, can based on Weather information with Occasion, which is attended, as condition recommends clothing matching scheme to be out filtered electronic equipment, alternatively, first by being based on weather Information and attend occasion as condition the dress ornament in electronics wardrobe selected, then recommend from the dress ornament picked out again and The clothing matching scheme that clothing matching request message matches, is not construed as limiting this in this application.

It should be noted that the clothing matching request message that reception electronic equipment in the embodiment of the present application is sent is held Row main body can may be electronic equipment for server.That is, clothing matching scheme can be generated in the server, it is sent to Electronic equipment can also directly generate clothing matching scheme in the electronic device, be not construed as limiting in this application to this.In this Shen Please in this programme is illustrated using executing subject as electronic equipment.

In this application before receiving clothing matching request message, the electronics wardrobe for creating user can be by following step Suddenly：Acquire the dress ornament information of the existing dress ornament of user；The electricity of dress ornament information creating user based on the existing dress ornament of collected user Sub- wardrobe；Obtain the dress ornament attribute of the existing dress ornament of user；Dress ornament attribute based on the existing dress ornament of user according to class condition to The existing dress ornament in family is classified, wherein class condition comprises at least one of the following：Color, material, season, attends field at style It closes；The existing dress ornament of user is stored in the electronics wardrobe of user by the dress ornament attribute based on the existing dress ornament of sorted user.

It can be carried out according to the identification code (corresponding above-mentioned dress ornament information) on dress ornament during creating electronics wardrobe, often The identification code of part dress ornament is unique, the electronics wardrobe based on the identification code creation user in the existing dress ornament of user.For the ease of Dress ornament in more preferable management electronics wardrobe, the dress ornament attribute based on the existing dress ornament of user according to color, style, material, season, go out Seat occasion etc. classifies to the existing dress ornament of user, for example, can classify according to season, can also classify according to occasion is attended, Category can also be divided into according to season simultaneously, secondary classification is then being carried out according to the occasion attended in category； Or according to occasion is attended as category, secondary classification is then being carried out according to season in category, will used after classification The existing dress ornament in family is stored in the electronics wardrobe of user, it should be noted that can also be according to user in the electronics wardrobe of user Habit or require carry out classification storage, receive user input sort instructions, based on its sort instructions in electronics wardrobe Dress ornament is classified.

It should be noted that in this application the mark on scanning device scanning dress ornament can also be used to existing dress ornament Code transfers attribute and the progress of dress ornament after identification code scanning is uploaded onto the server according to the identification code of dress ornament in the server Classification storage generates the clothing matching scheme to match with clothing matching request message so as to subsequent in the server.

Age (using the time) is taken since every dress ornament has, in order to which the every dress ornament guaranteed in electronics wardrobe is normal In service life, before receiving clothing matching request message, this method further includes：Determine when the purchasing of every dress ornament of user Between；The every dress ornament of user is arranged uses the time；If the dress ornament of user reached using the time, right in the electronics wardrobe of user The dress ornament is hidden setting；Recommend to user and reaches the dress ornament for meeting preset value using the dress ornament similarity of time.

For example, the time buying of A dress ornament is on January 5th, 2015, taking age is 2 years namely A dress ornament on January 5th, 2017 Reach using the time, after on January 5th, 2017, the electronics wardrobe of user can be hidden A dress ornament, and system is pushed away to user Recommend the dress ornament similar with A dress ornament (can be similar with A dress ornament dress ornament in electronics wardrobe, or on network with A dress ornament class As dress ornament, recommended user purchase).It should be noted that namely the dress ornament is relatively relied on if A dress ornament is commonly used in user, A dress ornament reached using the time, and after being hidden in electronics wardrobe to A dress ornament, user can choose activation A dress ornament, A after activation Dress ornament will continue to show in electronics wardrobe.

For the dress ornament that user newly buys, for the electronics wardrobe for the user that timely updates, in this application, based on classification After the existing dress ornament of user is stored in the electronics wardrobe of user by the dress ornament attribute of the existing dress ornament of user afterwards, this method packet It includes：Obtain the dress ornament information for the dress ornament that user newly purchases；The dress ornament information update for the dress ornament that user is newly purchased to user electricity In sub- wardrobe；Determine the dress ornament attribute for the dress ornament that user newly purchases；The dress ornament attribute for the dress ornament newly purchased according to user is to user Electronics wardrobe in the dress ornament newly purchased of user classify.

Through the information update for the dress ornament newly purchased to user into electronics wardrobe, and the attribute based on the dress ornament newly purchased Classification storage is carried out in electronics wardrobe to it, ensure that the electronics wardrobe of user can timely update dress ornament.

Step S102 obtains the habitual collocation model of wearing the clothes of user, wherein habitual collocation model of wearing the clothes is in advance to user Habitual collocation of wearing the clothes learnt after the model that creates.

In this application by the habit of wearing the clothes of user as the foundation for recommending clothing matching scheme, to promote clothing matching The creation of the accuracy rate of recommendation, the habitual collocation model of wearing the clothes in the application can pass through following steps：According to the human body of user Biological information identifies user；According to the picture of the collocation of wearing the clothes of preset period of time acquisition user, more set collocation figures are obtained Piece；More set collocation pictures are learnt, the habit data of the collocation of wearing the clothes of user are obtained；And the collocation of wearing the clothes based on user Habit data creation user habitual collocation model of wearing the clothes.

Human body biological characteristic information in this application comprises at least one of the following：Fingerprint, face feature information, iris, Person's handwriting, sound, gait.For example, finger print information is acquired by biometric apparatus, it will be in collected finger print information and database The finger print information of storage is compared, and compares out the corresponding user of the finger print information, or pass through biometric apparatus collection surface Portion's characteristic information identifies corresponding user of collected face feature information etc..It can be set in this application in bio-identification Standby to add camera, after identifying the user, the picture of the collocation of wearing the clothes of the multi collect user can be according to every heaven-made User is acquired for preset period of time to wear the clothes the picture of collocation, can also be adopted in the collocation of wearing the clothes for detecting user with the last time When the collocation of wearing the clothes collected changes, just the wear the clothes picture of collocation of acquisition user by the regular hour obtains cover more immediately Collocation picture；And the habit data of the collocation of wearing the clothes of study analysis user are trained to it, and record to the data, it passes through After crossing multiple training analysis, the habitual collocation model of wearing the clothes of user is created.

In order to guarantee in time to be that user recommends clothing matching scheme.In the habit data of the collocation of wearing the clothes based on user Create user habitual collocation model of wearing the clothes before, if receiving clothing matching request message, in this application, can use with Lower step is that user recommends clothing matching scheme：Worn the clothes by network arrange in pairs or groups model acquisition taken with to clothing matching request message The network dress arranging scheme that the information of band matches, wherein wear the clothes model of arranging in pairs or groups of network is by internet in network The model of arranging scheme of wearing the clothes progress on-line study creation；Show network dress arranging scheme.

In this application, wear the clothes model of arranging in pairs or groups of network is to the arranging scheme of wearing the clothes in network by internet (for example, net Fashionable element on network, popular clothing matching etc. in network) model that carries out on-line study creation, in the habit of wearing the clothes of user Before used collocation model creation is completed, worn the clothes by network arrange in pairs or groups model obtain with to letter entrained by clothing matching request message The matched network dress arranging scheme of manner of breathing, and show network dress arranging scheme, also as user recommends the network dress Arranging scheme ensure that through the above scheme and need electronic equipment to recommend clothing matching in user, execute clothing matching in user After operation, clothing matching scheme can be recommended in time for user.

However, worn the clothes based on network arrange in pairs or groups model recommendation network dress arranging scheme in dress ornament to be arranged in pairs or groups may be It in the electronics wardrobe of user and is not present, therefore, in clothing matching recommended method provided by the embodiments of the present application, will show net After network clothing matching scheme, this method further includes：It detects and whether there is network dress arranging scheme in the electronics wardrobe of user In dress ornament to be arranged in pairs or groups；If, will be wait take there is no dress ornament to be arranged in pairs or groups in network dress arranging scheme in the electronics wardrobe of user The dress ornament matched is sent to electronic equipment, so that electronic equipment is recommended to purchase dress ornament to be arranged in pairs or groups to user.

Through the above scheme, to be arranged in pairs or groups in the network dress arranging scheme for arranging in pairs or groups model recommendation of being worn the clothes based on network Dress ornament in the electronics wardrobe of user not in the presence of, the available letter to the dress ornament to be arranged in pairs or groups purchased of user Breath, facilitates subsequent user to purchase such dress ornament.

Step S103 is obtained and clothing matching request message in the electronics wardrobe of user according to habitual collocation model of wearing the clothes The dress ornament that entrained information matches is worn the clothes habitual collocation scheme, wherein the electronics wardrobe of user is according to the existing clothes of user The electronics wardrobe that the dress ornament information of decorations is established.

Step S104 shows that dress ornament is worn the clothes habitual collocation scheme.

By step S101 to step S104, according to the habitual collocation model of wearing the clothes of the habitual collocation creation of wearing the clothes of user, Obtain with the dress ornament habitual collocation scheme that matches of information entrained by clothing matching request message, show that dress ornament habit of wearing the clothes is taken With scheme, to recommend dress ornament habitual collocation scheme to user, to ensure that showing the clothing matching scheme of user is to be based on User wears the clothes the clothing matching scheme of habit, improves the accuracy rate recommended clothing matching.

In this application, real-time in order to be carried out to the habitual collocation model of wearing the clothes of the habitual collocation creation of wearing the clothes based on user Optimization, after displaying dress ornament wears the clothes habitual collocation scheme, this method further includes：Acquisition is worn the clothes habitual collocation getting dress ornament The picture for the collocation of wearing the clothes that user selects after scheme；And the picture of the collocation of wearing the clothes of user's selection is learnt, with excellent Change habitual collocation model of wearing the clothes.

Showing that dress ornament wears the clothes after habitual collocation scheme, user may have selected dress ornament and wear the clothes in habitual collocation scheme It wears the clothes collocation, it is also possible to which the non-selected dress ornament of user is worn the clothes the collocation of wearing the clothes in habitual collocation scheme, in order to continue to wear to user Clothing habit is learnt, and through the above scheme, is acquired and is worn get that dress ornament wears the clothes that user after habitual collocation scheme selects The picture of clothing collocation；The picture of the collocation of wearing the clothes of user's selection is learnt to optimize habitual collocation model of wearing the clothes.By not It is disconnected that habitual collocation model of wearing the clothes is optimized, further ensure the subsequent habitual collocation model that is based on wearing the clothes for user's recommendation clothes Adorn the accuracy rate of collocation.

In this application, the dress ornament habit of wearing the clothes of habitual collocation model recommendation of whether can having been selected to wear the clothes according to user is taken With scheme, the type of user is determined, specifically, after displaying dress ornament wears the clothes habitual collocation scheme, this method further includes：According to Preset period of time acquires the picture of the collocation of wearing the clothes of user, and obtains the picture for more covering the collocation of wearing the clothes of user；To every set user The picture of collocation of wearing the clothes analyzed, to determine whether user has selected dress ornament to wear the clothes habitual collocation scheme；It is selected in user Dress ornament wear the clothes habitual collocation scheme number be greater than first preset times in the case where, determine user type for habit dependence User；The non-selected dress ornament of user wear the clothes habitual collocation scheme number be greater than the second preset times in the case where, determine user Type is non-habit dependence user；Receive again user triggering clothing matching request message in the case where, recommend with The clothing matching scheme that the user type of user matches.

In this application, showing that dress ornament wears the clothes after habitual collocation scheme, user may have selected dress ornament and wear the clothes habit Collocation of wearing the clothes in arranging scheme, it is also possible to the non-selected dress ornament of user is worn the clothes the collocation of wearing the clothes in habitual collocation scheme, according to Family whether selected the to wear the clothes dress ornament of habitual collocation model recommendation is worn the clothes habitual collocation scheme, determines the type of user, for example, Dress ornament, which is worn the clothes after habitual collocation scheme, to be shown to user, the picture of the collocation of wearing the clothes on the day of user is acquired, picture is divided Analysis judges that user's whether selected to wear the clothes dress ornament of habitual collocation model recommendation is worn the clothes habitual collocation scheme.It is assumed that first is default Number is 5 times, and the second preset times are 10 times, user selected dress ornament wear the clothes habitual collocation scheme number greater than 5 times In the case of, determine user type for habit dependence user；The non-selected dress ornament of user wear the clothes habitual collocation scheme number it is big In the case where 10 times, determine that user type is non-habit dependence user；After the type of user has been determined, connecing again In the case where the clothing matching request message for receiving user's triggering, recommend the clothing matching side to match with the user type of user Case.

Optionally, recommend the clothing matching scheme to match with the user type of user that can use following methods：If with Family type is habit dependence user, recommends the clothing matching scheme to match with the habitual collocation of wearing the clothes of user；If user class Type is non-habit dependence user, recommendation and the unmatched clothing matching scheme of habitual collocation of wearing the clothes of user and is worn with user The clothing matching scheme that clothing habitual collocation matches.

By recommending the clothing matching scheme to match with the habitual collocation of wearing the clothes of user to habit dependence user, protect The accuracy rate recommended clothing matching has been demonstrate,proved, to non-habit dependence user, has recommended the habitual collocation mismatch of wearing the clothes with user Clothing matching scheme and the clothing matching scheme that matches with the habitual collocation of wearing the clothes of user, that is, will be relied on non-habit Property user the unmatched clothing matching scheme of habitual collocation of wearing the clothes and with it is non-habit dependence user habitual collocation of wearing the clothes The clothing matching scheme matched all recommends non-habit dependence user, selects for user, pushes away to also ensure to clothing matching The accuracy rate recommended.

In order to further enhance the accuracy rate for recommending user clothing matching, one kind is provided in this application and is pushed away for user The habit of wearing the clothes that the arranging scheme of wearing the clothes recommended meets user meets the scheme of collocation of wearing the clothes popular on network again, specifically, It is obtained and information phase entrained by clothing matching request message in the electronics wardrobe of user according to habitual collocation model of wearing the clothes The dress ornament matched habitual collocation scheme of wearing the clothes includes：Pass through the acquisition of habitual collocation model and the dress ornament of wearing the clothes in the electronics wardrobe of user The dress ornament that matches of information entrained by collocation request message is worn the clothes habitual collocation scheme, is obtained a variety of dress ornaments and is worn the clothes habitual collocation Scheme；The model of arranging in pairs or groups of being worn the clothes by network is worn the clothes habitual collocation side from a variety of dress ornaments habitual collocation option screening target dress ornament of wearing the clothes Case, wherein network wear the clothes arrange in pairs or groups model be by internet in network wear the clothes arranging scheme carry out on-line study creation Model, target dress ornament habitual collocation scheme of wearing the clothes is that wear the clothes worn the clothes in habitual collocation scheme with network model of arranging in pairs or groups of a variety of dress ornaments pushes away The network recommended is worn the clothes the scheme that arranging scheme matches；Show that dress ornament habitual collocation scheme of wearing the clothes includes：Show that target dress ornament is worn Clothing habitual collocation scheme.

Through the above scheme, when recommending clothing matching scheme to user, the basis in the electronics wardrobe of user has been incorporated User wears the clothes the arranging scheme of habit, has also incorporated to be worn the clothes according to the network of existing on-line study function creation and has arranged in pairs or groups model to using Family is worn the clothes the arranging scheme of habit close to user, thus guaranteeing to be to meet user to wear the clothes habit to the arranging scheme that user recommends Used scheme, also ensure the program be recommend on network wear the clothes arranging scheme namely user when selecting clothing matching, i.e., Selection meets the collocation for habit of oneself wearing the clothes and the collocation is also collocation of wearing the clothes popular on network.To further improve Recommend user the accuracy rate of clothing matching.

If user, which has selected for the one or more same day, will wear dress ornament, at this when user executes clothing matching operation In the case of kind, the dress ornament that user selected will include in clothing matching request message, in this application, in the electronics wardrobe of user It is middle according to habitual collocation model of wearing the clothes obtain with clothing matching request message entrained by the dress ornament that matches of information wear the clothes habit Arranging scheme includes：The dress ornament that selected with user is obtained according to habitual collocation model of wearing the clothes in the electronics wardrobe of user mutually to take The dress ornament matched；Show that dress ornament habitual collocation scheme of wearing the clothes includes：Show the dress ornament mutually arranged in pairs or groups with the dress ornament that user selected.

The one or more same day were selected to wear dress ornament in the electronic device it should be noted that user can be, it can also be with It is that user hand took the one or more same day to wear dress ornament or user and directly wear the dress ornament of selection.Exist for user The case where selecting the one or more same day to wear dress ornament in electronic equipment, according to the habit of wearing the clothes of user in the electronics wardrobe of user Used collocation model obtains the dress ornament mutually arranged in pairs or groups with the dress ornament that user selected, and presents it to user, selects for user.To with Family hand takes the one or more same day to wear dress ornament, or the case where the dress ornament of selection is worn, can pass through electronic equipment The picture for acquiring user, analyzes the dress ornament information on picture, obtains more than one piece dress ornament information, receives user from more than one piece dress ornament The dress ornament to be worn of the same day is selected in information, and the dress ornament information that user selects is sent to electronic equipment, is then based on user again Electronics wardrobe the dress ornament mutually arranged in pairs or groups with the dress ornament that user selected is obtained according to the habitual collocation model of wearing the clothes of user, and by its User is showed, is selected for user.

Through the above scheme, it realizes dress ornament recommended method provided by the present application and is directly based upon the habit of wearing the clothes of user and push away Clothing matching scheme to be recommended, the dress ornament selected according to user is also possible to, the habit of wearing the clothes for being then based on user arranges in pairs or groups to it, And recommend clothing matching scheme, it ensure that the flexibility and accuracy for recommending clothing matching scheme, promote the Experience Degree of user.

In order to recommend user the dress ornament of new listing in time, in clothing matching recommended method provided by the embodiments of the present application In, dress ornament habitual collocation scheme is being sent to electronic equipment, so that electronic equipment shows dress ornament habitual collocation scheme to user Later, this method further includes：Obtain the dress ornament information of new listing in internet；According to habitual collocation model of wearing the clothes in new listing The dress ornament information to match with user is selected in dress ornament information, obtains dress ornament information to be purchased；By dress ornament information to be purchased It is sent to electronic equipment, so that electronic equipment is recommended to purchase dress ornament to be purchased to user.

Through the above scheme, it is selected and user's phase in the dress ornament information of new listing according to habitual collocation model of wearing the clothes in time Matched dress ornament information, and recommend to purchase dress ornament to be purchased to user, the dress ornament to timely update for user in electronics wardrobe.

In order to promote the Experience Degree of user, in clothing matching recommended method provided by the embodiments of the present application, by dress ornament Habitual collocation scheme is sent to electronic equipment, so that after electronic equipment shows dress ornament habitual collocation scheme to user, this method Further include：Obtain the quantity of every class dress ornament in the electronics wardrobe of user；Determine target dress ornament, wherein target dress ornament is user's Quantity is less than the dress ornament of preset quantity in electronics wardrobe；Obtain the purchase address of target dress ornament；Purchase address is sent into electron Equipment, so that electronic equipment is recommended to purchase target dress ornament by buying address to user.

Optionally, electronic equipment is sent to address will be bought, so that electronic equipment is recommended to user through purchase address After purchasing target dress ornament, this method further includes：Obtain dress ornament associated with target dress ornament, wherein related to target dress ornament The dress ornament of connection comprises at least one of the following：Shoes, cap and scarf；Dress ornament associated with target dress ornament is sent electron to set It is standby, so that electronic equipment is recommended to purchase dress ornament associated with target dress ornament to user.

Through the above scheme, in the electronics wardrobe for detecting user when the negligible amounts of certain class dress ornament, use can be reminded Such dress ornament is bought at family, and user is also recommended in the purchase address of such dress ornament (target dress ornament) by internet.It can be with Dress ornament associated with target dress ornament is recommended into user, for example, will be with the set of dress ornament of target dress ornament or collocation target clothes The clothing of decorations, such as shoes, cap, scarf, underwear recommend user, to further promote the Experience Degree of user.

Optionally, the clothing matching recommended method of the application can be applied in family, as shown in Fig. 2, this method packet Include following steps：

Step S201 establishes particular person electronic record according to bio-identification.

Step S202 obtains the clothes information of particular person.

Clothes information is uploaded to electronic record and forms electronics wardrobe by step S203.

Step S204 establishes user and wears the clothes the model of habit.

Step S205, user select the occasion attended.

Step S206 recommends clothes collocation according to the habitual collocation model of wearing the clothes of foundation.

Above scheme is applied in the family, is eliminated many users wearing the clothes before going out and is not known what type clothes worn Worry, also save many time, especially some users for focusing on fashion and pursuing external image, this scheme is similar to be used The private house keeper of family clothing matching, the clothing matching for solving many users are worried.

In conclusion clothing matching recommended method provided by the embodiments of the present application, the clothes sent by receiving electronic equipment Decorations collocation request message, wherein generation when clothing matching request message detects that the clothing matching of user operates by electronic equipment, And clothing matching request message at least carries Weather information and attends occasion；The habitual collocation model of wearing the clothes for obtaining user, wears the clothes Habitual collocation model is the model generated after learning in advance to the habitual collocation of wearing the clothes of user；In the electronics wardrobe of user The dress ornament habitual collocation side to be matched according to information entrained by the acquisition of habitual collocation model and clothing matching request message of wearing the clothes Case, the electronics wardrobe of user are the electronics wardrobes established according to the dress ornament information of the existing dress ornament of user；By dress ornament habitual collocation side Case is sent to electronic equipment, so that electronic equipment shows dress ornament habitual collocation scheme to user, solves in the related technology to clothes The lower problem of the accuracy rate that decorations collocation is recommended.The habitual collocation mould of wearing the clothes generated by the habitual collocation of wearing the clothes according to user Type obtains the dress ornament habitual collocation scheme to match with information entrained by clothing matching request message, to ensure that displaying Clothing matching scheme to user is the clothing matching scheme of habit of being worn the clothes based on user, and then has reached promotion to clothing matching The effect of the accuracy rate of recommendation.

It should be noted that step shown in the flowchart of the accompanying drawings can be in such as a group of computer-executable instructions It is executed in computer system, although also, logical order is shown in flow charts, and it in some cases, can be with not The sequence being same as herein executes shown or described step.

The embodiment of the present application also provides a kind of clothing matching recommendation apparatus, it should be noted that the embodiment of the present application Clothing matching recommendation apparatus can be used for executing provided by the embodiment of the present application for clothing matching recommended method.Below to this The clothing matching recommendation apparatus that application embodiment provides is introduced.

Fig. 3 is the schematic diagram according to the clothing matching recommendation apparatus of the embodiment of the present application.As shown in figure 3, the device includes： Receiving unit 10, first acquisition unit 20, second acquisition unit 30 and display unit 40.

Specifically, receiving unit 10, for receiving clothing matching request message, wherein clothing matching request message is to use Family indicates the message that electronic equipment provides clothing matching scheme and generates, and at least carries following letter in clothing matching request message Breath：Weather information and attend occasion.

First acquisition unit 20, for obtaining the habitual collocation model of wearing the clothes of user, wherein habitual collocation model of wearing the clothes is The model created after learning in advance to the habitual collocation of wearing the clothes of user.

Second acquisition unit 30 is taken for being obtained in the electronics wardrobe of user according to habitual collocation model of wearing the clothes with dress ornament It wears the clothes habitual collocation scheme with the dress ornament that information entrained by request message matches, wherein the electronics wardrobe of user is foundation The electronics wardrobe that the dress ornament information of the existing dress ornament of user is established.

Display unit 40, for showing that dress ornament is worn the clothes habitual collocation scheme.

Clothing matching recommendation apparatus provided by the embodiments of the present application receives clothing matching request by receiving unit 10 and disappears Breath, wherein clothing matching request message indicates the message that electronic equipment provides clothing matching scheme and generates for user, and dress ornament is taken With at least carrying following information in request message：Weather information and attend occasion；First acquisition unit 20 obtains wearing the clothes for user Habitual collocation model, wherein habitual collocation model of wearing the clothes is to create after learning in advance to the habitual collocation of wearing the clothes of user Model；Second acquisition unit 30 obtains in the electronics wardrobe of user according to habitual collocation model of wearing the clothes to disappear with clothing matching request The dress ornament that the entrained information of breath matches is worn the clothes habitual collocation scheme, wherein the electronics wardrobe of user is existing according to user The electronics wardrobe that the dress ornament information of dress ornament is established；And display unit 40 shows that dress ornament is worn the clothes habitual collocation scheme, solves phase The problem lower to the accuracy rate of clothing matching recommendation in the technology of pass.It is worn the clothes by what the habitual collocation of wearing the clothes according to user generated Habitual collocation model obtains the dress ornament habitual collocation scheme to match with information entrained by clothing matching request message, thus It ensure that showing the clothing matching scheme of user is the clothing matching scheme of habit of wearing the clothes based on user, and then reached promotion To the effect for the accuracy rate that clothing matching is recommended.

Optionally, in clothing matching recommendation apparatus provided by the embodiments of the present application, which further includes：Identification is single Member, for identifying user according to the human body biological characteristic information of user before receiving clothing matching request message；First acquisition Subelement obtains more set collocation pictures for the picture of the collocation of wearing the clothes according to preset period of time acquisition user；First obtains Subelement obtains the habit data of the collocation of wearing the clothes of user for learning to more set collocation pictures；And creation is single Member, the habitual collocation model of wearing the clothes of the habit data creation user for the collocation of wearing the clothes based on user.

Optionally, in clothing matching recommendation apparatus provided by the embodiments of the present application, which further includes：Second acquisition Unit, for showing that dress ornament wears the clothes after habitual collocation scheme, acquisition is worn the clothes after habitual collocation scheme getting dress ornament The picture of the collocation of wearing the clothes of user's selection；And study subelement, the picture of the collocation of wearing the clothes for selecting user It practises, to optimize habitual collocation model of wearing the clothes.

Optionally, in clothing matching recommendation apparatus provided by the embodiments of the present application, which further includes：Third acquisition Unit, for acquiring the collocation of wearing the clothes of user according to preset period of time after displaying dress ornament wears the clothes habitual collocation scheme Picture obtains the picture for more covering the collocation of wearing the clothes of user；Analyze subelement, for the collocation of wearing the clothes to every set user picture into Row analysis, to determine whether user has selected dress ornament to wear the clothes habitual collocation scheme；First determines subelement, for selecting in user Dress ornament wear the clothes habitual collocation scheme number be greater than first preset times in the case where, determine user type for habit dependence User；Second determines subelement, for being greater than second default time in the wear the clothes number of habitual collocation scheme of the non-selected dress ornament of user In the case where number, determine that user type is non-habit dependence user；First recommends subelement, for receiving user again In the case where the clothing matching request message of triggering, recommend the clothing matching scheme to match with the user type of user.

Optionally, in clothing matching recommendation apparatus provided by the embodiments of the present application, second acquisition unit 30 is also used to It is obtained in the electronics wardrobe of user by habitual collocation model of wearing the clothes and is matched with information entrained by clothing matching request message Dress ornament wear the clothes habitual collocation scheme, obtain a variety of dress ornaments and wear the clothes habitual collocation scheme；It is worn the clothes by network and arranges in pairs or groups model from more Kind of dress ornament habitual collocation option screening target dress ornament of wearing the clothes is worn the clothes habitual collocation scheme, wherein wear the clothes model of arranging in pairs or groups of network is logical The model that internet carries out on-line study creation to the arranging scheme of wearing the clothes in network is crossed, target dress ornament is worn the clothes habitual collocation scheme Wear the clothes with network the arrange in pairs or groups network of model recommendation of wearing the clothes in habitual collocation scheme for a variety of dress ornaments wears the clothes what arranging scheme matched Scheme；Display unit 40 is also used to show that target dress ornament is worn the clothes habitual collocation scheme.

Optionally, in clothing matching recommendation apparatus provided by the embodiments of the present application, second acquisition unit 30 is also used to In the case where in clothing matching request message including the dress ornament that user selected, according to habit of wearing the clothes in the electronics wardrobe of user Collocation model obtains the dress ornament mutually arranged in pairs or groups with the dress ornament that user selected；Display unit 40 is also used to what displaying and user selected The dress ornament that dress ornament is mutually arranged in pairs or groups.

Optionally, in clothing matching recommendation apparatus provided by the embodiments of the present application, which further includes：Third determines son Unit, for before receiving clothing matching request message, determine the every dress ornament of user to purchase the time；First setting is single Member, the use time of the every dress ornament for user to be arranged；Second setting subelement, for when the dress ornament of user reaches use Between in the case where, setting is hidden to the dress ornament in the electronics wardrobe of user；Second recommends subelement, for pushing away to user Recommend and reach the dress ornament for meeting preset value using the dress ornament similarity of time.

Optionally, in clothing matching recommendation apparatus provided by the embodiments of the present application, which further includes：Second obtains son Unit, for obtaining the dress ornament information of new listing in internet after displaying dress ornament wears the clothes habitual collocation scheme；Selection is single Member is obtained for selecting the dress ornament information to match with user in the dress ornament information of new listing according to habitual collocation model of wearing the clothes To dress ornament information to be purchased；Transmission sub-unit, for dress ornament information to be purchased to be sent to electronic equipment, so that electronics is set It is standby to recommend to purchase dress ornament to be purchased to user.

The clothing matching recommendation apparatus includes processor and memory, above-mentioned receiving unit 10, first acquisition unit 20, Second acquisition unit 30 and the first transmission unit 40 etc. store in memory as program unit, execute storage by processor Above procedure unit in memory realizes corresponding function.

Include kernel in processor, is gone in memory to transfer corresponding program unit by kernel.Kernel can be set one Or more, recommend clothing matching by adjusting kernel parameter.

Memory may include the non-volatile memory in computer-readable medium, random access memory (RAM) and/ Or the forms such as Nonvolatile memory, if read-only memory (ROM) or flash memory (flash RAM), memory include that at least one is deposited Store up chip.

The embodiment of the invention provides a kind of storage mediums, are stored thereon with program, real when which is executed by processor Existing clothing matching recommended method.

The embodiment of the invention provides a kind of processor, processor is for running program, wherein program executes clothes when running Decorations collocation recommended method.

The embodiment of the invention provides a kind of electronic equipment, including：One or more processors, memory, display device And one or more programs, wherein one or more of programs are stored in the memory, and be configured as by One or more of processors execute, and one or more of programs include for executing clothing matching recommended method.

The embodiment of the invention provides a kind of equipment, equipment include processor, memory and storage on a memory and can The program run on a processor, processor realize following steps when executing program：Receive clothing matching request message, wherein Clothing matching request message indicates the message that electronic equipment provides clothing matching scheme and generates for user, and clothing matching request disappears Following information is at least carried in breath：Weather information and attend occasion；Obtain the habitual collocation model of wearing the clothes of user, wherein wear the clothes Habitual collocation model is the model created after learning in advance to the habitual collocation of wearing the clothes of user；In the electronics wardrobe of user The dress ornament that matches with information entrained by clothing matching request message habit of wearing the clothes is obtained according to habitual collocation model of wearing the clothes to take With scheme, wherein the electronics wardrobe of user is the electronics wardrobe established according to the dress ornament information of the existing dress ornament of user；And it shows Dress ornament is worn the clothes habitual collocation scheme.

Before receiving clothing matching request message, this method further includes：Known according to the human body biological characteristic information of user Other user；According to the picture of the collocation of wearing the clothes of preset period of time acquisition user, more set collocation pictures are obtained；To more set collocation figures Piece is learnt, and the habit data of the collocation of wearing the clothes of user are obtained；And the habit data creation of the collocation of wearing the clothes based on user The habitual collocation model of wearing the clothes of user.

After displaying dress ornament wears the clothes habitual collocation scheme, this method further includes：Acquisition is worn the clothes habit getting dress ornament The picture for the collocation of wearing the clothes that user selects after arranging scheme；And the picture of the collocation of wearing the clothes of user's selection is learnt, To optimize habitual collocation model of wearing the clothes.

After displaying dress ornament wears the clothes habitual collocation scheme, this method further includes：User is acquired according to preset period of time Collocation of wearing the clothes picture, obtain more cover users collocation of wearing the clothes picture；The picture of the collocation of wearing the clothes of every set user is carried out Analysis, to determine whether user has selected dress ornament to wear the clothes habitual collocation scheme；Dress ornament has been selected to wear the clothes habitual collocation side in user In the case that the number of case is greater than the first preset times, determine user type for habit dependence user；In the non-selected clothes of user Decorations wear the clothes habitual collocation scheme number be greater than the second preset times in the case where, determine user type be non-habit dependence use Family；In the case where receiving the clothing matching request message of user's triggering again, recommend to match with the user type of user Clothing matching scheme.

In the electronics wardrobe of user according to wear the clothes habitual collocation model obtain with clothing matching request message entrained by The dress ornament that information matches habitual collocation scheme of wearing the clothes includes：It is obtained in the electronics wardrobe of user by habitual collocation model of wearing the clothes It takes the dress ornament to match with information entrained by clothing matching request message to wear the clothes habitual collocation scheme, obtains a variety of dress ornaments and wear the clothes Habitual collocation scheme；The model of arranging in pairs or groups of being worn the clothes by network is worn the clothes habit from a variety of dress ornaments habitual collocation option screening target dress ornament of wearing the clothes Used arranging scheme, wherein wear the clothes model of arranging in pairs or groups of network is to be learned online by internet the arranging scheme of wearing the clothes in network Practise the model of creation, target dress ornament habitual collocation scheme of wearing the clothes is that a variety of dress ornaments are worn the clothes to wear the clothes with network in habitual collocation scheme and taken The network recommended with model is worn the clothes the scheme that arranging scheme matches；Show that dress ornament habitual collocation scheme of wearing the clothes includes：Show mesh Mark dress ornament is worn the clothes habitual collocation scheme.

If including the dress ornament that user selected in clothing matching request message, according to habit of wearing the clothes in the electronics wardrobe of user Used collocation model obtains the dress ornament to match with information entrained by clothing matching request message habitual collocation scheme of wearing the clothes： The dress ornament mutually arranged in pairs or groups with the dress ornament that user selected is obtained according to habitual collocation model of wearing the clothes in the electronics wardrobe of user；It shows Dress ornament habitual collocation scheme of wearing the clothes includes：Show the dress ornament mutually arranged in pairs or groups with the dress ornament that user selected.

Before receiving clothing matching request message, this method further includes：Determine the every dress ornament of user purchases the time； The every dress ornament of user is arranged uses the time；If the dress ornament of user reached using the time, to this in the electronics wardrobe of user Dress ornament is hidden setting；Recommend to user and reaches the dress ornament for meeting preset value using the dress ornament similarity of time.

After displaying dress ornament wears the clothes habitual collocation scheme, this method further includes：Obtain the dress ornament of new listing in internet Information；The dress ornament information to match with user is selected according to habitual collocation model is worn the clothes in the dress ornament information of new listing, is obtained Dress ornament information to be purchased；Dress ornament information to be purchased is sent to electronic equipment, so that electronic equipment is recommended to purchase to user Dress ornament to be purchased.Equipment herein can be server, PC, PAD, mobile phone etc..

Present invention also provides a kind of computer program products, when executing on data processing equipment, are adapted for carrying out just The program of beginningization there are as below methods step：Receive clothing matching request message, wherein clothing matching request message is user's instruction Electronic equipment provides clothing matching scheme and the message that generates, at least carries following information in clothing matching request message：Weather Information and attend occasion；Obtain the habitual collocation model of wearing the clothes of user, wherein habitual collocation model of wearing the clothes is in advance to user's It wears the clothes the model created after habitual collocation is learnt；In the electronics wardrobe of user according to wear the clothes habitual collocation model obtain with The dress ornament that information entrained by clothing matching request message matches is worn the clothes habitual collocation scheme, wherein the electronics wardrobe of user It is the electronics wardrobe established according to the dress ornament information of the existing dress ornament of user；And show that dress ornament is worn the clothes habitual collocation scheme.

Before receiving clothing matching request message, this method further includes：Known according to the human body biological characteristic information of user Other user；According to the picture of the collocation of wearing the clothes of preset period of time acquisition user, more set collocation pictures are obtained；To more set collocation figures Piece is learnt, and the habit data of the collocation of wearing the clothes of user are obtained；And the habit data creation of the collocation of wearing the clothes based on user The habitual collocation model of wearing the clothes of user.

After displaying dress ornament wears the clothes habitual collocation scheme, this method further includes：Acquisition is worn the clothes habit getting dress ornament The picture for the collocation of wearing the clothes that user selects after arranging scheme；And the picture of the collocation of wearing the clothes of user's selection is learnt, To optimize habitual collocation model of wearing the clothes.

After displaying dress ornament wears the clothes habitual collocation scheme, this method further includes：User is acquired according to preset period of time Collocation of wearing the clothes picture, obtain more cover users collocation of wearing the clothes picture；The picture of the collocation of wearing the clothes of every set user is carried out Analysis, to determine whether user has selected dress ornament to wear the clothes habitual collocation scheme；Dress ornament has been selected to wear the clothes habitual collocation side in user In the case that the number of case is greater than the first preset times, determine user type for habit dependence user；In the non-selected clothes of user Decorations wear the clothes habitual collocation scheme number be greater than the second preset times in the case where, determine user type be non-habit dependence use Family；In the case where receiving the clothing matching request message of user's triggering again, recommend to match with the user type of user Clothing matching scheme.

In the electronics wardrobe of user according to wear the clothes habitual collocation model obtain with clothing matching request message entrained by The dress ornament that information matches habitual collocation scheme of wearing the clothes includes：It is obtained in the electronics wardrobe of user by habitual collocation model of wearing the clothes It takes the dress ornament to match with information entrained by clothing matching request message to wear the clothes habitual collocation scheme, obtains a variety of dress ornaments and wear the clothes Habitual collocation scheme；The model of arranging in pairs or groups of being worn the clothes by network is worn the clothes habit from a variety of dress ornaments habitual collocation option screening target dress ornament of wearing the clothes Used arranging scheme, wherein wear the clothes model of arranging in pairs or groups of network is to be learned online by internet the arranging scheme of wearing the clothes in network Practise the model of creation, target dress ornament habitual collocation scheme of wearing the clothes is that a variety of dress ornaments are worn the clothes to wear the clothes with network in habitual collocation scheme and taken The network recommended with model is worn the clothes the scheme that arranging scheme matches；Show that dress ornament habitual collocation scheme of wearing the clothes includes：Show mesh Mark dress ornament is worn the clothes habitual collocation scheme.

If including the dress ornament that user selected in clothing matching request message, according to habit of wearing the clothes in the electronics wardrobe of user Used collocation model obtains the dress ornament to match with information entrained by clothing matching request message habitual collocation scheme of wearing the clothes： The dress ornament mutually arranged in pairs or groups with the dress ornament that user selected is obtained according to habitual collocation model of wearing the clothes in the electronics wardrobe of user；It shows Dress ornament habitual collocation scheme of wearing the clothes includes：Show the dress ornament mutually arranged in pairs or groups with the dress ornament that user selected.

Before receiving clothing matching request message, this method further includes：Determine the every dress ornament of user purchases the time； The every dress ornament of user is arranged uses the time；If the dress ornament of user reached using the time, to this in the electronics wardrobe of user Dress ornament is hidden setting；Recommend to user and reaches the dress ornament for meeting preset value using the dress ornament similarity of time.

After displaying dress ornament wears the clothes habitual collocation scheme, this method further includes：Obtain the dress ornament of new listing in internet Information；The dress ornament information to match with user is selected according to habitual collocation model is worn the clothes in the dress ornament information of new listing, is obtained Dress ornament information to be purchased；Dress ornament information to be purchased is sent to electronic equipment, so that electronic equipment is recommended to purchase to user Dress ornament to be purchased.

It should be understood by those skilled in the art that, embodiments herein can provide as method, system or computer program Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the application Apply the form of example.Moreover, it wherein includes the computer of computer usable program code that the application, which can be used in one or more, The computer program implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) produces The form of product.

The application is referring to method, the process of equipment (system) and computer program product according to the embodiment of the present application Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.

These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates, Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or The function of being specified in multiple boxes.

These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one The step of function of being specified in a box or multiple boxes.

In a typical configuration, calculating equipment includes one or more processors (CPU), input/output interface, net Network interface and memory.

Memory may include the non-volatile memory in computer-readable medium, random access memory (RAM) and/ Or the forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is computer-readable Jie The example of matter.

Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method Or technology come realize information store.Information can be computer readable instructions, data structure, the module of program or other data. The example of the storage medium of computer includes, but are not limited to phase change memory (PRAM), static random access memory (SRAM), moves State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable Programmable read only memory (EEPROM), flash memory or other memory techniques, read-only disc read only memory (CD-ROM) (CD-ROM), Digital versatile disc (DVD) or other optical storage, magnetic cassettes, tape magnetic disk storage or other magnetic storage devices Or any other non-transmission medium, can be used for storage can be accessed by a computing device information.As defined in this article, it calculates Machine readable medium does not include temporary computer readable media (transitory media), such as the data-signal and carrier wave of modulation.

It should also be noted that, the terms "include", "comprise" or its any other variant are intended to nonexcludability It include so that the process, method, commodity or the equipment that include a series of elements not only include those elements, but also to wrap Include other elements that are not explicitly listed, or further include for this process, method, commodity or equipment intrinsic want Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including element There is also other identical elements in process, method, commodity or equipment.

It will be understood by those skilled in the art that embodiments herein can provide as method, system or computer program product. Therefore, complete hardware embodiment, complete software embodiment or embodiment combining software and hardware aspects can be used in the application Form.It is deposited moreover, the application can be used to can be used in the computer that one or more wherein includes computer usable program code The shape for the computer program product implemented on storage media (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) Formula.

The above is only embodiments herein, are not intended to limit this application.To those skilled in the art, Various changes and changes are possible in this application.It is all within the spirit and principles of the present application made by any modification, equivalent replacement, Improve etc., it should be included within the scope of the claims of this application.

Claims (12)

1. a kind of clothing matching recommended method, which is characterized in that including：

Receive clothing matching request message, wherein the clothing matching request message indicates that electronic equipment provides dress ornament for user Arranging scheme and the message generated at least carry following information in the clothing matching request message：Weather information and attend field It closes；

Obtain the habitual collocation model of wearing the clothes of the user, wherein the habitual collocation model of wearing the clothes is in advance to the user Habitual collocation of wearing the clothes learnt after the model that creates；

Habitual collocation model of wearing the clothes according in the electronics wardrobe of the user obtains and the clothing matching request message The dress ornament that entrained information matches is worn the clothes habitual collocation scheme, wherein the electronics wardrobe of the user is according to the use The electronics wardrobe that the dress ornament information of the existing dress ornament in family is established；And

Show that the dress ornament is worn the clothes habitual collocation scheme.

2. the method according to claim 1, wherein before receiving clothing matching request message, the method Further include：

The user is identified according to the human body biological characteristic information of the user；

The picture that the collocation of wearing the clothes of the user is acquired according to preset period of time obtains more set collocation pictures；

More set collocation pictures are learnt, the habit data of the collocation of wearing the clothes of the user are obtained；And

The habitual collocation model of wearing the clothes of user described in the habit data creation of collocation of wearing the clothes based on the user.

3. the method according to claim 1, wherein showing that the dress ornament wears the clothes after habitual collocation scheme, The method also includes：

It acquires and wears the clothes the picture of the collocation of wearing the clothes of user's selection after habitual collocation scheme getting the dress ornament；And

The picture of the collocation of wearing the clothes of user selection is learnt, with habitual collocation model of wearing the clothes described in optimization.

4. the method according to claim 1, wherein showing that the dress ornament wears the clothes after habitual collocation scheme, The method also includes：

The picture that the collocation of wearing the clothes of the user is acquired according to preset period of time is covered the collocation of wearing the clothes of the user more Picture；

The picture of the collocation of wearing the clothes of the user described in every set is analyzed, to determine whether the user has selected the dress ornament to wear Clothing habitual collocation scheme；

The user selected the dress ornament wear the clothes habitual collocation scheme number be greater than the first preset times in the case where, really The fixed user type is habit dependence user；

The non-selected dress ornament of the user wear the clothes habitual collocation scheme number be greater than the second preset times in the case where, really The fixed user type is non-habit dependence user；

In the case where receiving the clothing matching request message of user's triggering again, recommend the user class with the user The clothing matching scheme that type matches.

5. the method according to claim 1, wherein

Habitual collocation model of wearing the clothes according in the electronics wardrobe of the user obtains and the clothing matching request message The dress ornament that entrained information matches habitual collocation scheme of wearing the clothes includes：It is worn in the electronics wardrobe of the user by described Clothing habitual collocation model is obtained wears the clothes habitual collocation with the dress ornament that matches of information entrained by the clothing matching request message Scheme obtains a variety of dress ornaments and wears the clothes habitual collocation scheme；The model of arranging in pairs or groups of being worn the clothes by network is worn the clothes habit from a variety of dress ornaments Arranging scheme screening target dress ornament is worn the clothes habitual collocation scheme, wherein wear the clothes model of arranging in pairs or groups of the network is by internet pair Arranging scheme of wearing the clothes in network carries out the model of on-line study creation, and target dress ornament habitual collocation scheme of wearing the clothes is described Wear the clothes worn the clothes in habitual collocation scheme with the network the arrange in pairs or groups network arranging scheme of wearing the clothes of model recommendation of a variety of dress ornaments matches Scheme；

Show that dress ornament habitual collocation scheme of wearing the clothes includes：Show that the target dress ornament is worn the clothes habitual collocation scheme.

6. the method according to claim 1, wherein if in the clothing matching request message including the user Selected dress ornament,

Habitual collocation model of wearing the clothes according in the electronics wardrobe of the user obtains and the clothing matching request message The dress ornament that entrained information matches habitual collocation scheme of wearing the clothes includes：It is worn according in the electronics wardrobe of the user Clothing habitual collocation model obtains the dress ornament that the dress ornament that selected with the user is mutually arranged in pairs or groups；

Show that dress ornament habitual collocation scheme of wearing the clothes includes：Show the dress ornament that the dress ornament that selected with the user is mutually arranged in pairs or groups.

7. the method according to claim 1, wherein before receiving clothing matching request message, the method Further include：

Determine the every dress ornament of the user purchases the time；

The every dress ornament of the user is arranged uses the time；

If the dress ornament of the user reached using the time, setting is hidden to the dress ornament in the electronics wardrobe of the user；

Recommend to the user and reaches the dress ornament for meeting preset value using the dress ornament similarity of time.

8. the method according to claim 1, wherein showing that the dress ornament wears the clothes after habitual collocation scheme, The method also includes：

Obtain the dress ornament information of new listing in internet；

The clothes to match with the user are selected in the dress ornament information of the new listing according to the habitual collocation model of wearing the clothes Information is adornd, dress ornament information to be purchased is obtained；

The dress ornament information to be purchased is sent to the electronic equipment, so that the electronic equipment is recommended to purchase to the user Set dress ornament to be purchased.

9. a kind of clothing matching recommendation apparatus, which is characterized in that including：

Receiving unit, for receiving clothing matching request message, wherein the clothing matching request message is that user indicates electronics Equipment provides clothing matching scheme and the message that generates, at least carries following information in the clothing matching request message：Weather Information and attend occasion；

First acquisition unit, for obtaining the habitual collocation model of wearing the clothes of the user, wherein the habitual collocation model of wearing the clothes For the model created after learning in advance to the habitual collocation of wearing the clothes of the user；

Second acquisition unit, for wear the clothes according in the electronics wardrobe of the user habitual collocation model obtain with it is described The dress ornament that information entrained by clothing matching request message matches is worn the clothes habitual collocation scheme, wherein the electronics of the user Wardrobe is the electronics wardrobe established according to the dress ornament information of the existing dress ornament of the user；And

Display unit, for showing that the dress ornament is worn the clothes habitual collocation scheme.

10. a kind of storage medium, which is characterized in that the storage medium includes the program of storage, wherein described program right of execution Benefit require any one of 1 to 8 described in clothing matching recommended method.

11. a kind of processor, which is characterized in that the processor is for running program, wherein right of execution when described program is run Benefit require any one of 1 to 8 described in clothing matching recommended method.

12. a kind of electronic equipment, which is characterized in that including：One or more processors, memory, display device and one Or multiple programs, wherein one or more of programs are stored in the memory, and are configured as by one Or multiple processors execute, one or more of programs include for clothes described in any one of perform claim requirement 1 to 8 Decorations collocation recommended method.