CN108520058A - A kind of Business Information recommends method and mobile terminal - Google Patents
A kind of Business Information recommends method and mobile terminal Download PDFInfo
- Publication number
- CN108520058A CN108520058A CN201810310713.6A CN201810310713A CN108520058A CN 108520058 A CN108520058 A CN 108520058A CN 201810310713 A CN201810310713 A CN 201810310713A CN 108520058 A CN108520058 A CN 108520058A
- Authority
- CN
- China
- Prior art keywords
- target
- information
- user
- portrait
- mobile terminal
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0631—Item recommendations
Landscapes
- Business, Economics & Management (AREA)
- Accounting & Taxation (AREA)
- Finance (AREA)
- Development Economics (AREA)
- Economics (AREA)
- Marketing (AREA)
- Strategic Management (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Telephone Function (AREA)
- User Interface Of Digital Computer (AREA)
Abstract
A kind of Business Information recommendation method of present invention offer and mobile terminal, method include：By carrying out image recognition to the target picture in the mobile terminal, at least one target item characteristic information in the target picture is obtained；User's portrait model construction is carried out using at least one of described target item characteristic information, generates target user's portrait；The default merchandise news of at least one businessman is matched, the matched target businessman of determining and target user portrait with target user portrait, and shows the information of the target businessman.Business Information provided by the invention recommends method, during mobile terminal recommends the information of businessman to user, it can draw a portrait automatically by the article characteristics information architecture user in photo, and recommend to draw a portrait the information of matched businessman with its user to user, make simple operation and time saving.
Description
Technical field
The present invention relates to fields of communication technology more particularly to a kind of Business Information to recommend method and mobile terminal.
Background technology
With the development of mobile communication technology, the mobile terminals such as mobile phone and tablet computer are more and more universal, and people's is daily
Life has be unable to do without mobile terminal.In order to meet the needs of people, mobile terminal has more and more functions, especially user
Business Information recommendation function in shopping process.User can pass through the Business Information recommendation function of mobile terminal, quick obtaining
The information such as the position of the businessman near user and vending articles promote the convenience in user's shopping process.
But during mobile terminal recommends Business Information to user at present, it usually needs user first determines shopping letter
Breath, then shopping information is input in a manner of text in mobile terminal, mobile terminal according to text input by user obtain with
The matched Business Information of the text, it is cumbersome and time-consuming to make, reduce user experience effect.As it can be seen that mobile at present whole
It holds during recommending Business Information to user, there is a problem of cumbersome and time-consuming.
Invention content
The embodiment of the present invention provides a kind of Business Information and recommends method and mobile terminal, with solve current mobile terminal to
During Business Information is recommended at family, there is a problem of cumbersome and time-consuming.
In order to solve the above technical problems, the invention is realized in this way：
In a first aspect, an embodiment of the present invention provides a kind of Business Information to recommend method, it is applied to mobile terminal, including：
Image recognition is carried out to the target picture in the mobile terminal, obtains at least one mesh in the target picture
Mark article characteristics information；
User's portrait model construction is carried out using at least one of described target item characteristic information, target user is generated and draws
Picture；
The default merchandise news of at least one businessman is matched with target user portrait, is determined and the target
The matched target businessman of user's portrait, and show the information of the target businessman.
Second aspect, the embodiment of the present invention also provide a kind of mobile terminal, including：
Characteristic information acquisition module, for carrying out image recognition to the target picture in the mobile terminal, described in acquisition
At least one target item characteristic information in target picture；
User's portrait generation module, for carrying out user's portrait model using at least one of described target item characteristic information
Structure generates target user's portrait；
Business Information recommending module, for by the default merchandise news of at least one businessman and the target user draw a portrait into
Row matching, the matched target businessman of determining and target user portrait, and show the information of the target businessman.
The third aspect, the embodiment of the present invention also provide a kind of mobile terminal, including processor, memory and are stored in described
It is real when the computer program is executed by the processor on memory and the computer program that can run on the processor
The step of existing above-mentioned Business Information recommends method.
Recommend method in the Business Information of the embodiment of the present invention, image knowledge is carried out to the target picture in the mobile terminal
Not, at least one target item characteristic information in the target picture is obtained；Utilize at least one of described target item feature
Information carries out user's portrait model construction, generates target user's portrait；By the default merchandise news of at least one businessman with it is described
Target user's portrait matches, the matched target businessman of determining and target user portrait, and shows the target businessman
Information.In this way, mobile terminal to user recommend businessman information during, can be automatically by the article characteristics in photo
Information architecture user draws a portrait, and recommends to draw a portrait the information of matched businessman with its user to user, makes simple operation and time saving.
Description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, needed in being described below to the embodiment of the present invention
Attached drawing to be used is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention,
For those of ordinary skill in the art, without having to pay creative labor, it can also obtain according to these attached drawings
Obtain other attached drawings.
Fig. 1 is the flow diagram that a kind of Business Information provided in an embodiment of the present invention recommends method；
Fig. 2 is the flow diagram that another Business Information provided in an embodiment of the present invention recommends method；
Fig. 3 is a kind of structural schematic diagram of mobile terminal provided in an embodiment of the present invention；
Fig. 4 is the structural schematic diagram of another mobile terminal provided in an embodiment of the present invention；
Fig. 5 is the structural schematic diagram of characteristic information acquisition module in a kind of mobile terminal provided in an embodiment of the present invention；
Fig. 6 is the structural schematic diagram of characteristic information determination unit in a kind of mobile terminal provided in an embodiment of the present invention；
Fig. 7 is the structural schematic diagram of another mobile terminal provided in an embodiment of the present invention；
Fig. 8 is a kind of hardware architecture diagram of mobile terminal provided in an embodiment of the present invention.
Specific implementation mode
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation describes, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained without creative efforts
Example, shall fall within the protection scope of the present invention.
Fig. 1 is referred to, Fig. 1 is the flow diagram that a kind of Business Information provided in an embodiment of the present invention recommends method, is answered
For mobile terminal, as described in Figure 1, include the following steps：
Step 101 carries out image recognition to the target picture in the mobile terminal, obtains in the target picture extremely
One item missing target item characteristic information.
In the embodiment of the present invention, market region or shopping at network platform is logined when mobile terminal detects that it enters, or
It is in market or logging in network shopping platform etc. to person, and when receiving the operation for needing to carry out retail shop information recommendation, mobile
Terminal can carry out image recognition to target picture, identify at least one target item characteristic information in target picture.
Wherein, above-mentioned target picture can be at least photo in the preassigned mobile terminal of user；Or it can
To be mobile terminal according to its residing scene or preset rules etc., filtered out in photo of its storage automatically at least one
Photo, such as：User is determined as above-mentioned target picture by mobile terminal before current time in the photo of market shooting.
In addition, the above-mentioned target picture in mobile terminal carries out image recognition, at least one in target picture is obtained
Target item characteristic information can be mobile terminal by image recognition technology, identify the article in target picture, and will expire
The characteristic informations such as shape, style, brand and the color of the article of sufficient preset condition are as above-mentioned target item characteristic information.
Such as：If above-mentioned target picture is respectively using user as the photo 1 of reference object, photo 2 and photo 3, and when shifting
Dynamic terminal detection and/or when receiving user and needing to carry out the operation of retail shop's information recommendation, mobile terminal can identify photo 1
The style of the clothing of user is black one-piece dress, and the style of the clothing of user is white tee shirt in photo 2, user in photo 3
The style of clothing is yellow T-shirt, and is preset in mobile terminal by the characteristic information of the most article of occurrence number in target picture
It is determined as target item characteristic information, then garment is T-shirt by mobile terminal and clothes color is that white and yellow are made
For above-mentioned target item characteristic information.
Step 102 carries out user's portrait model construction using at least one of described target item characteristic information, generates target
User draws a portrait.
In the embodiment of the present invention, if getting at least one target item characteristic information, mobile terminal in above-mentioned steps 101
At least one of above-mentioned target item characteristic information structure user portrait mould can be utilized by user's representation data modeling method
Type generates the weight of label corresponding at least one above-mentioned target item characteristic information and label, to obtain including upper
State target user's portrait of the weight of label and each label.
Such as：By taking above-mentioned target picture is photo 1, photo 2 and photo 3 as an example, at least one mesh of acquisition for mobile terminal
Mark characteristic information include garment be T-shirt, clothes color be white and yellow, then mobile terminal built by user's representation data
Mould method, the label 1 that it is T-shirt that can generate including label and weight is 2, the label 2 that label is white and weight is 1 and mark
The target user's portrait for the label 3 that label are yellow and weight is 1.
It should be noted that above-mentioned user's representation data modeling method is well known to those skilled in the art, herein not
It is repeated.
Step 103 matches the default merchandise news of at least one businessman and the target user portrait, determine with
The matched target businessman of target user's portrait, and show the information of the target businessman.
In the embodiment of the present invention, if getting target user's portrait in above-mentioned steps 102, mobile terminal can obtain its institute
The default merchandise news for locating wherein each businessmans such as the shopping at network platform of market or login believes the default commodity of each businessman
Breath is drawn a portrait with target user and is matched, and the draw a portrait information of matched businessman of default merchandise news and target user is shown
Show, is embodied as the information that user recommends businessman.
Wherein, it is that commodity are added with label in advance that the default merchandise news of above-mentioned each businessman, which can be each businessman,；It is above-mentioned to incite somebody to action
The default merchandise news of at least one businessman is matched with target user's portrait, is determined and the matched target of target user's portrait
Businessman can be label progress of the mobile terminal by label and above-mentioned target user portrait in the merchandise news of each businessman
Match, and according to the weight calculation matching degree of the label being matched to and the label, and big in the matching degree that a businessman is calculated
When preset matching degree threshold value, determine that the default merchandise news of the businessman is matched with target portrait, then by the businessman
It is determined as above-mentioned target businessman.
Such as：By taking above-mentioned target picture is photo 1, photo 2 and photo 3 as an example, target user's portrait includes that label is T-shirt
And label 1, the label 2 that label is white and weight is 1 and label is yellow and weight is 1 the label 3 that weight is 2；If
Above-mentioned at least one businessman includes businessman 1, businessman 2 and businessman 3, and the default merchandise news of businessman 1 includes one-piece dress and black
Label, businessman 2 include one-piece dress, the label of white and yellow and businessman 3 include T-shirt, yellow and black label, then
Mobile terminal can determine the label that the default merchandise news of businessman 1 is not matched in target user's portrait, the default quotient of businessman 2
Family's information is matched to label 2 and label 3 and the default Business Information of businessman 3 is matched to label 1 and label 3, then according to label
1, the weight of label 2 and label 3, matching degree accounting when being matched with label 1, label 2 and label 3 are respectively 50%, 25%
With 25%, then the matching degree of businessman 1 is 0, and the matching degree of businessman 2 be 50% and the matching degree of businessman 3 is 75%, if presetting
Matching degree threshold value is 70%, then businessman 3 is determined as above-mentioned target businessman by mobile terminal, and the address of display target businessman or
Network address and shop title etc..
In the embodiment of the present invention, above-mentioned mobile terminal can be any mobile terminal for having Business Information recommendation function,
Such as：Mobile phone, tablet computer (Tablet Personal Computer), laptop computer (Laptop Computer), individual
Digital assistants (personal digital assistant, abbreviation PDA), mobile Internet access device (Mobile Internet
Device, MID) or wearable device (Wearable Device) etc..
Recommend method in the Business Information of the embodiment of the present invention, image knowledge is carried out to the target picture in the mobile terminal
Not, at least one target item characteristic information in the target picture is obtained；Utilize at least one of described target item feature
Information carries out user's portrait model construction, generates target user's portrait；By the default merchandise news of at least one businessman with it is described
Target user's portrait matches, the matched target businessman of determining and target user portrait, and shows the target businessman
Information.In this way, during mobile terminal recommends Business Information to user, can believe automatically by the article characteristics in photo
Breath structure user's portrait, and recommend to draw a portrait matched Business Information with its user to user makes simple operation and time saving.
Fig. 2 is referred to, Fig. 2 is the flow diagram that a kind of Business Information provided in an embodiment of the present invention recommends method, such as
Shown in Fig. 2, include the following steps：
Step 201 carries out image recognition to the target picture in the mobile terminal, obtains in the target picture extremely
One item missing target item characteristic information.
The realization process and advantageous effect of this step may refer to the description in step 101, and details are not described herein again.
Wherein, above-mentioned target picture can be at least photo in the preassigned mobile terminal of user, such as：If
When user is in cuisines market, at least cuisines photo in mobile terminal can be selected as above-mentioned target picture.
Alternatively, it is optional, before above-mentioned steps 201, can also include：To the people in each photo in the mobile terminal
Face image is identified, and the matched at least photo of the facial image of facial image and target user is determined as the target
Photo；Or image recognition is carried out to the image in each photo in the mobile terminal, cuisines image will be recognized at least
One photo is determined as the target picture.In this way, mobile terminal can automatically determine target picture, keeps operation more convenient and save
When.
Wherein, the above-mentioned facial image in each photo in the mobile terminal is identified, by facial image and mesh
The matched at least photo of facial image of mark user is determined as the target picture, can be that mobile terminal is received and is directed to
When the merchant information of target user's input recommends operation, each facial image in the photo that mobile terminal stores it and target
The face of user matches, and the photo that will match to the facial image of target user is determined as above-mentioned target picture.
It should be noted that above-mentioned target user is preassigned user, it can be the owner of mobile terminal, also may be used
To be the user except owner, it is not defined herein.
Optionally, above-mentioned steps 201 may include：Object segmentation identification is carried out to the target picture, identifies the mesh
Mark the article in photo；The article characteristics information of each article in the target picture is searched in the database；It will meet pre-
If each article characteristics information of condition, a target item spy being determined as at least one of described target item characteristic information
Reference ceases.
In present embodiment, above-mentioned database can be local data base or network data base, and mobile terminal can lead to
The article characteristics information of each article in the above-mentioned target picture of database lookup is crossed, and each article for meeting preset condition is special
Reference breath is determined as a target article characteristics information at least one of above-mentioned target item characteristic information, makes the target of acquisition
Article characteristics information more comprehensively so that obtained by target item characteristic information user portrait can more reflect user behavior practise
Used and consumption habit etc. can recommend more accurate Business Information to user.
Wherein, the above-mentioned each article characteristics information that will meet preset condition is determined as at least one of described target item
A target article characteristics information in characteristic information can be mobile terminal in all items characteristic information found,
The number that each article characteristics information occurs in above-mentioned target picture is counted, and the number of appearance is more than or equal to default threshold
The article characteristics information of value is determined as above-mentioned target item characteristic information.
Alternatively, it is further alternative, each article characteristics information of preset condition will be met, is determined as at least one of described
The step of target article characteristics information in target item characteristic information, may include：By all items found spy
Reference breath is classified according to type attribute, obtains at least one feature classification, wherein every at least one feature classification
One feature classification includes at least one article characteristics information；It counts in each feature classification, each article characteristics information matches to institute
State the quantity of the article in target picture；By the most article characteristics letter of the quantity for the article being matched in each feature classification
Breath, a target article characteristics information being determined as at least one of described target item characteristic information, to make the mesh of acquisition
The type for marking article characteristics information is more rich, and target item characteristic information can more reflect the behavioural habits and consumption habit of user
Deng further to promote the accuracy for recommending Business Information.
Such as：Mobile terminal is partitioned into shoulder bag 1, shoulder bag 2, handbag 1, handbag 2 and the back of the body in target picture
Packet 1, and the article characteristics information that inquiry obtains shoulder bag 1 in the database includes brand 1, neutralisation style and black, list
The article characteristics information of shoulder packet 2 includes brand 2, Feminine Style and red, the article characteristics information of handbag 1 include brand 1,
The article characteristics information of Feminine Style and red, handbag 2 includes brand 1, Feminine Style and red, the object of handbag 2
Product characteristic information includes brand 1, Feminine Style and red, and the article characteristics information of knapsack 1 includes brand 2, neutralisation style
And it is red, then above-mentioned all items characteristic information can be classified as brand, style and color three classes, and root by mobile terminal
According to occurrence number of the above-mentioned each article characteristics information in target picture, i.e. brand 1 occurs 3 times, and brand 2 occurs 2 times；Neutralisation
Style occurs 2 times, and Feminine Style occurs 3 times；And black occurs 1 time, red occurs 4 times, then mobile terminal is by brand 1, refined
Female's style and red are determined as target item characteristic information.
Step 202 carries out user's portrait model construction using at least one of described target item characteristic information, generates target
User draws a portrait.
In the embodiment of the present invention, if above-mentioned steps 201 get at least one target item characteristic information, mobile terminal can
Using at least one above-mentioned target signature information structure user's portrait model, to generate and at least one above-mentioned target item feature
The weight of the corresponding label of information and label, to obtain include the weight of above-mentioned label and each label target user draw
Picture.
Such as：Shoulder bag 1, shoulder bag 2, handbag 1, handbag 2 are partitioned into target picture with above-mentioned mobile terminal
It is mobile if brand 1, Feminine Style and red are determined as target item characteristic information by mobile terminal and for knapsack 1
Terminal can generate the label 6 that the label 4 that label is brand 1, the label 5 that label is Feminine Style and label are red, and
The weight of each label, the i.e. power of label 4 can be determined according to the number that each target item characteristic information occurs in target picture
Weight is 3, and the weight of label 5 is 3 and the weight of label 6 is 4, generate include weight be 3 label 4, weight be 3 label 5
And weight is drawn a portrait for the target user of 4 label 6.
Step 203 obtains text message in the mobile terminal, and will draw a portrait that there are associated with the target user
Text message is determined as target text information.
In present embodiment, if getting target user's portrait in above-mentioned steps 202, what mobile terminal can receive it
All text messages are inquired, and will be determined as target text there are associated text message with above-mentioned target user portrait and be believed
Breath.
Wherein, above-mentioned text message can be instant chat text message in mobile terminal, short message text message with
And notepad text message etc.；Above-mentioned there are associated text messages with target user's portrait, can be the above-mentioned target use of description
Family draw a portrait corresponding user consumer behavior custom and life-form structure custom etc. text message.
Such as：Above-mentioned target user draws a portrait the owner that corresponding user is mobile terminal, and owner chats with other people history
Refer to " prices such as clothes and packet of purchase usually above 5000 " in its record, then mobile terminal general " clothes of purchase with
And text message of the prices such as packet usually above 5000 " is determined as above-mentioned target text information.
In addition, the text message in above-mentioned mobile terminal can be the text message inputted before current time, also may be used
To be the text message inputted at current time, it is not defined herein.
The target text information is drawn a portrait with the target user and is merged into row information by step 204.
In the embodiment of the present invention, if getting above-mentioned target text information in above-mentioned steps 203, mobile terminal can pass through
Information fusion technology draws a portrait target text information with target user to be merged into row information, and generation includes target text information association
Label and the label weight user's portrait, can more reflect that the life of user is practised to make newly-generated user draw a portrait
Used and consumption habit.
Wherein, above-mentioned mobile terminal is drawn a portrait target text information and target user into row information by information fusion technology
Fusion can be that mobile terminal carries out statistical learning, multiple features fusion and verification and the normalization of feature, generate and target text
The label of this information association, to assign weight with the label of target text information association, and by with target text information association
The weight of label and the label is added in above-mentioned target user's portrait.
Such as：The target for the label 6 that the label 5 and weight for being 3 with the above-mentioned label 4 for being 3 including weight, weight are 4
It is mobile whole for user draws a portrait and target text information is " prices such as clothes and packet of purchase are usually above 5000 "
The weight that end can generate price and be higher than 5000 label 7, and assign label 7 is 5, then mobile terminal can believe target text
Breath is drawn a portrait with target user and is merged into row information, generation include weight be 3 label 4, weight be 3 label 5, weight be 4
The user's portrait for the label 7 that label 6 and weight are 5.
Step 205 uses the default merchandise news of at least one businessman with the target for merging the target text information
Family portrait is matched, and is determined and is merged the matched target businessman of target user's portrait of the target text information, and shows
Show the Business Information of the target businessman.
In the embodiment of the present invention, if the completion of above-mentioned steps 204 draws a portrait target information text and target user into row information
Fusion, mobile terminal can obtain the default commodity letter of each businessman in shopping at network platform of its residing market or login etc.
The default merchandise news of each businessman is drawn a portrait with the target user for merging the target text information and is matched by breath, and
It will be shown with the draw a portrait information of matched businessman of the target user for merging target text information, be embodied as user and recommend quotient
The information of family.
Such as：It includes label 4, the weight 3 that weight is 3 to have target user's portrait of target text information with above-mentioned fusion
Label 5, weight be 4 label 6 and weight be 5 label 7 for, and businessman 4 in acquisition for mobile terminal to market
Default merchandise news includes label 5, label 6 and label 7, and the default merchandise news of businessman 5 includes label 4 and label 7, then moves
Businessman 4 is determined as above-mentioned target businessman by dynamic terminal, and the address of businessman 4 is shown.
The Business Information of the embodiment of the present invention recommends method, obtains the text message in the mobile terminal, and will be with institute
Stating target user's portrait, there are associated text messages to be determined as target text information；By the target text information and the mesh
Mark user draws a portrait merges into row information；By the default merchandise news of at least one businessman with merge the target text information
Target user's portrait matches, and determines default merchandise news and merges target user's portrait of the target text information
The target businessman matched, and show the Business Information of the target businessman, the behavior of user can more be reflected by so that the user of acquisition is drawn a portrait
Custom and consumption habit etc., so as to recommend more accurate Business Information to user.
Fig. 3 is referred to, Fig. 3 is a kind of structural schematic diagram of mobile terminal provided in an embodiment of the present invention, as shown in figure 3,
Mobile terminal 300 includes that sequentially connected characteristic information acquisition module 301, user's portrait generation module 302 and Business Information push away
Recommend module 303：
Characteristic information acquisition module 301 obtains institute for carrying out image recognition to the target picture in the mobile terminal
State at least one target item characteristic information in target picture；
User's portrait generation module 302, for utilizing at least one of described target item characteristic information to carry out user's portrait
Model construction generates target user's portrait；
Business Information recommending module 303, for drawing the default merchandise news of at least one businessman and the target user
As being matched, the matched target businessman of determining and target user portrait, and show the information of the target businessman.
Optionally, as shown in figure 4, the mobile terminal further includes：
Text message acquisition module 304 for obtaining the text message in the mobile terminal, and will be used with the target
There are associated text messages to be determined as target text information for family portrait；
Information Fusion Module 305 is merged for drawing a portrait with the target user target text information into row information；
The Business Information recommending module 303, be additionally operable to by the default merchandise news of at least one businessman with merge
The target user's portrait for stating target text information matches, and determines and is drawn with the target user for merging the target text information
As matched target businessman, and show the information of the target businessman.
Optionally, as shown in figure 5, the characteristic information acquisition module 301, including：
Article recognition unit 3011 identifies the target picture for carrying out object segmentation identification to the target picture
In article；
Characteristic information searching unit 3012, the article for searching each article in the target picture in the database
Characteristic information；
Characteristic information determination unit 3013, each article characteristics information for that will meet preset condition are determined as described
A target article characteristics information at least one target item characteristic information.
Optionally, as shown in fig. 6, the characteristic information determination unit 3013, including：
Classification subelement 30131, all items characteristic information for will find are classified according to type attribute, are obtained
To at least one feature classification, wherein each feature classification includes that at least one article is special at least one feature classification
Reference ceases；
Subelement 30132 is counted, for counting in each feature classification, each article characteristics information matches are shone to the target
The quantity of article in piece；
Determination subelement 30133, the most article characteristics of the quantity of the article for will be matched in each feature classification
Information, a target article characteristics information being determined as at least one of described target item characteristic information.
Optionally, as shown in fig. 6, the mobile terminal further includes：
Target picture determining module 306, for the facial image in each photo in the mobile terminal to be identified,
The matched at least photo of the facial image of facial image and target user is determined as the target picture；Or to described
Image in mobile terminal in each photo carries out image recognition, and at least photo for recognizing cuisines image is determined as institute
State target picture.
Mobile terminal 300 can realize each process that mobile terminal is realized in the embodiment of the method for Fig. 1 and Fig. 2, to keep away
Exempt to repeat, which is not described herein again.
The mobile terminal 300 of the embodiment of the present invention, by carrying out image recognition to the target picture in the mobile terminal,
Obtain at least one target item characteristic information in the target picture；Utilize at least one of described target item characteristic information
User's portrait model construction is carried out, target user's portrait is generated；By the default merchandise news of at least one businessman and the target
User's portrait matches, the matched target businessman of determining and target user portrait, and shows the letter of the target businessman
Breath.In this way, mobile terminal to user recommend businessman information during, can be automatically by the article characteristics information in photo
It builds user's portrait, and recommends to draw a portrait the information of matched businessman with its user to user, make simple operation and time saving.
A kind of hardware architecture diagram of Fig. 8 mobile terminals of each embodiment to realize the present invention, the mobile terminal 800
Including but not limited to：Radio frequency unit 801, audio output unit 803, input unit 804, sensor 805, is shown network module 802
Show the components such as unit 806, user input unit 807, interface unit 808, memory 809, processor 810 and power supply 811,
Display unit 806 is bent flexible screen.It will be understood by those skilled in the art that mobile terminal structure shown in Fig. 8 is simultaneously
The restriction to mobile terminal is not constituted, and mobile terminal may include than illustrating more or fewer components, or the certain portions of combination
Part or different components arrangement.In embodiments of the present invention, mobile terminal includes but not limited to mobile phone, tablet computer, notes
This computer, palm PC, car-mounted terminal, wearable device and pedometer etc..
Wherein, processor 810 obtain the mesh for carrying out image recognition to the target picture in the mobile terminal
Mark at least one target item characteristic information in photo；User's picture is carried out using at least one of described target item characteristic information
As model construction, target user's portrait is generated；By the default merchandise news of at least one businessman and the target user draw a portrait into
Row matching, the matched target businessman of determining and target user portrait, and show the information of the target businessman.
Optionally, the processor 810 is additionally operable to：The text message in the mobile terminal is obtained, and will be with the mesh
Marking user's portrait, there are associated text messages to be determined as target text information；The target text information and the target are used
Family is drawn a portrait merges into row information；By the default merchandise news of at least one businessman and the target for merging the target text information
User's portrait matches, determination and the matched target businessman of target user's portrait for merging the target text information, and
Show the information of the target businessman.
Optionally, the processor 810 is additionally operable to：Object segmentation identification is carried out to the target picture, identifies the mesh
Mark the article in photo；The article characteristics information of each article in the target picture is searched in the database；It will meet pre-
If each article characteristics information of condition, a target item spy being determined as at least one of described target item characteristic information
Reference ceases.
Optionally, the processor 810 is additionally operable to：The all items characteristic information found is carried out according to type attribute
Classification, obtains at least one feature classification, wherein each feature classification includes at least one at least one feature classification
Article characteristics information；It counts in each feature classification, the number of each article characteristics information matches to the article in the target picture
Amount；By the most article characteristics information of the quantity for the article being matched in each feature classification, it is determined as at least one of described mesh
Mark a target article characteristics information in article characteristics information.
Optionally, the processor 810 is additionally operable to：Facial image in each photo in the mobile terminal is known
Not, the matched at least photo of the facial image of facial image and target user is determined as the target picture；Or it is right
Image in the mobile terminal in each photo carries out image recognition, and at least photo for recognizing cuisines image is determined
For the target picture.
Mobile terminal 800 can realize each process that mobile terminal is realized in previous embodiment, to avoid repeating, here
It repeats no more.
The mobile terminal 800 of the embodiment of the present invention, by carrying out image recognition to the target picture in the mobile terminal,
Obtain at least one target item characteristic information in the target picture；Utilize at least one of described target item characteristic information
User's portrait model construction is carried out, target user's portrait is generated；By the default merchandise news of at least one businessman and the target
User's portrait matches, the matched target businessman of determining and target user portrait, and shows the letter of the target businessman
Breath.In this way, mobile terminal to user recommend businessman information during, can be automatically by the article characteristics information in photo
It builds user's portrait, and recommends to draw a portrait the information of matched businessman with its user to user, make simple operation and time saving.
It should be understood that the embodiment of the present invention in, radio frequency unit 801 can be used for receiving and sending messages or communication process in, signal
Send and receive, specifically, by from base station downlink data receive after, to processor 810 handle；In addition, by uplink
Data are sent to base station.In general, radio frequency unit 801 includes but not limited to antenna, at least one amplifier, transceiver, coupling
Device, low-noise amplifier, duplexer etc..In addition, radio frequency unit 801 can also by radio communication system and network and other set
Standby communication.
Mobile terminal has provided wireless broadband internet to the user by network module 802 and has accessed, and such as user is helped to receive
Send e-mails, browse webpage and access streaming video etc..
It is that audio output unit 803 can receive radio frequency unit 801 or network module 802 or in memory 809
The audio data of storage is converted into audio signal and exports to be sound.Moreover, audio output unit 803 can also be provided and be moved
The relevant audio output of specific function that dynamic terminal 800 executes is (for example, call signal receives sound, message sink sound etc.
Deng).Audio output unit 803 includes loud speaker, buzzer and receiver etc..
Input unit 804 is for receiving audio or video signal.Input unit 804 may include graphics processor
(Graphics Processing Unit, GPU) 8041 and microphone 8042, graphics processor 8041 is in video acquisition mode
Or the image data of the static images or video obtained by image capture apparatus (such as camera) in image capture mode carries out
Reason.Treated, and picture frame may be displayed on display unit 806.Through graphics processor 8041, treated that picture frame can be deposited
Storage is sent in memory 809 (or other storage mediums) or via radio frequency unit 801 or network module 802.Mike
Wind 8042 can receive sound, and can be audio data by such acoustic processing.Treated audio data can be
The format output of mobile communication base station can be sent to via radio frequency unit 801 by being converted in the case of telephone calling model.
Mobile terminal 800 further includes at least one sensor 805, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity sensor, wherein ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 8061, and proximity sensor can close when mobile terminal 800 is moved in one's ear
Display panel 8061 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, size and the direction of gravity are can detect that when static, can be used to identify mobile terminal posture (ratio
Such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap)；It passes
Sensor 805 can also include fingerprint sensor, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer, wet
Meter, thermometer, infrared sensor etc. are spent, details are not described herein.
Display unit 806 is for showing information input by user or being supplied to the information of user.Display unit 806 can wrap
Display panel 8061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode may be used
Forms such as (Organic Light-Emitting Diode, OLED) configure display panel 8061.
User input unit 807 can be used for receiving the number or character information of input, and generate the use with mobile terminal
Family is arranged and the related key signals input of function control.Specifically, user input unit 807 include touch panel 8071 and
Other input equipments 8072.Touch panel 8071, also referred to as touch screen collect user on it or neighbouring touch operation
(for example user uses any suitable objects or attachment such as finger, stylus on touch panel 8071 or in touch panel 8071
Neighbouring operation).Touch panel 8071 may include both touch detecting apparatus and touch controller.Wherein, touch detection
Device detects the touch orientation of user, and detects the signal that touch operation is brought, and transmits a signal to touch controller；Touch control
Device processed receives touch information from touch detecting apparatus, and is converted into contact coordinate, then gives processor 810, receiving area
It manages the order that device 810 is sent and is executed.Furthermore, it is possible to more using resistance-type, condenser type, infrared ray and surface acoustic wave etc.
Type realizes touch panel 8071.In addition to touch panel 8071, user input unit 807 can also include other input equipments
8072.Specifically, other input equipments 8072 can include but is not limited to physical keyboard, function key (such as volume control button,
Switch key etc.), trace ball, mouse, operating lever, details are not described herein.
Further, touch panel 8071 can be covered on display panel 8061, when touch panel 8071 is detected at it
On or near touch operation after, send processor 810 to determine the type of touch event, be followed by subsequent processing device 810 according to touch
The type for touching event provides corresponding visual output on display panel 8061.Although in fig. 8, touch panel 8071 and display
Panel 8061 is to realize the function that outputs and inputs of mobile terminal as two independent components, but in some embodiments
In, can be integrated by touch panel 8071 and display panel 8061 and realize the function that outputs and inputs of mobile terminal, it is specific this
Place does not limit.
Interface unit 808 is the interface that external device (ED) is connect with mobile terminal 800.For example, external device (ED) may include having
Line or wireless head-band earphone port, external power supply (or battery charger) port, wired or wireless data port, storage card end
Mouth, port, the port audio input/output (I/O), video i/o port, earphone end for connecting the device with identification module
Mouthful etc..Interface unit 808 can be used for receiving the input (for example, data information, electric power etc.) from external device (ED) and
By one or more elements that the input received is transferred in mobile terminal 800 or can be used in 800 He of mobile terminal
Transmission data between external device (ED).
Memory 809 can be used for storing software program and various data.Memory 809 can include mainly storing program area
And storage data field, wherein storing program area can storage program area, application program (such as the sound needed at least one function
Sound playing function, image player function etc.) etc.；Storage data field can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 809 may include high-speed random access memory, can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 810 is the control centre of mobile terminal, utilizes each of various interfaces and the entire mobile terminal of connection
A part by running or execute the software program and/or module that are stored in memory 809, and calls and is stored in storage
Data in device 809 execute the various functions and processing data of mobile terminal, to carry out integral monitoring to mobile terminal.Place
Reason device 810 may include one or more processing units；Preferably, processor 810 can integrate application processor and modulatedemodulate is mediated
Manage device, wherein the main processing operation system of application processor, user interface and application program etc., modem processor is main
Processing wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 810.
Mobile terminal 800 can also include the power supply 811 (such as battery) powered to all parts, it is preferred that power supply 811
Can be logically contiguous by power-supply management system and processor 810, to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
In addition, mobile terminal 800 includes some unshowned function modules, details are not described herein.
Preferably, the embodiment of the present invention also provides a kind of mobile terminal, including processor 810, and memory 809 is stored in
On memory 809 and the computer program that can be run on the processor 810, the computer program are executed by processor 810
The above-mentioned Business Information of Shi Shixian recommends each process of embodiment of the method, and can reach identical technique effect, to avoid repeating,
Which is not described herein again.
The embodiment of the present invention also provides a kind of computer readable storage medium, and meter is stored on computer readable storage medium
Calculation machine program, the computer program realize that above-mentioned Business Information recommends each process of embodiment of the method when being executed by processor,
And identical technique effect can be reached, to avoid repeating, which is not described herein again.Wherein, the computer readable storage medium,
Such as read-only memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access Memory, letter
Claim RAM), magnetic disc or CD etc..
It should be noted that herein, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that process, method, article or device including a series of elements include not only those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including this
There is also other identical elements in the process of element, method, article or device.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical scheme of the present invention substantially in other words does the prior art
Going out the part of contribution can be expressed in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), including some instructions are used so that a station terminal (can be mobile phone, computer, service
Device, air conditioner or network equipment etc.) execute method described in each embodiment of the present invention.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited in above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form belongs within the protection of the present invention.
Claims (11)
1. a kind of Business Information recommends method, it is applied to mobile terminal, which is characterized in that including：
Image recognition is carried out to the target picture in the mobile terminal, obtains at least one object in the target picture
Product characteristic information；
User's portrait model construction is carried out using at least one of described target item characteristic information, generates target user's portrait；
The default merchandise news of at least one businessman is matched with target user portrait, is determined and the target user
Draw a portrait matched target businessman, and shows the information of the target businessman.
2. according to the method described in claim 1, it is characterized in that, described utilize at least one of described target item characteristic information
After the step of carrying out user's portrait model construction, generating target user's portrait, further include：
It obtains the text message in the mobile terminal, and will draw a portrait that there are the determinations of associated text message with the target user
For target text information；
The target text information is drawn a portrait with the target user and is merged into row information；
The default merchandise news by least one businessman is matched with target user portrait, is determined and the target
The matched target businessman of user's portrait, and the step of showing the information of the target businessman, including：
By the default merchandise news of at least one businessman and the target user's portrait progress for merging the target text information
Match, determine and merge the matched target businessman of target user's portrait of the target text information, and shows the target quotient
The information of family.
3. method according to claim 1 or 2, which is characterized in that the target picture in the mobile terminal into
Row image recognition, obtain in the target picture at least one of target item characteristic information the step of, including：
Object segmentation identification is carried out to the target picture, identifies the article in the target picture；
The article characteristics information of each article in the target picture is searched in the database；
Each article characteristics information of preset condition will be met, one be determined as at least one of described target item characteristic information
Item target article characteristics information.
4. according to the method described in claim 3, it is characterized in that, described believe each article characteristics for meeting preset condition
The step of breath, a target article characteristics information being determined as at least one of described target item characteristic information, including：
The all items characteristic information found is classified according to type attribute, obtains at least one feature classification, wherein
Each feature classification includes at least one article characteristics information at least one feature classification；
It counts in each feature classification, the quantity of each article characteristics information matches to the article in the target picture；
By the most article characteristics information of the quantity for the article being matched in each feature classification, it is determined as at least one of described mesh
Mark a target article characteristics information in article characteristics information.
5. method according to claim 1 or 2, which is characterized in that the target picture in the mobile terminal into
Row image recognition, obtain in the target picture at least one of target item characteristic information the step of before, further include：
Facial image in each photo in the mobile terminal is identified, by the face figure of facial image and target user
As a matched at least photo is determined as the target picture；Or
Image recognition is carried out to the image in each photo in the mobile terminal, an at least photograph for cuisines image will be recognized
Piece is determined as the target picture.
6. a kind of mobile terminal, which is characterized in that including：
Characteristic information acquisition module obtains the target for carrying out image recognition to the target picture in the mobile terminal
At least one target item characteristic information in photo；
User's portrait generation module, for carrying out user's portrait model structure using at least one of described target item characteristic information
It builds, generates target user's portrait；
Business Information recommending module is used for the default merchandise news of at least one businessman and target user portrait progress
Match, the matched target businessman of determining and target user portrait, and shows the information of the target businessman.
7. mobile terminal according to claim 6, which is characterized in that the mobile terminal further includes：
Text message acquisition module for obtaining the text message in the mobile terminal, and will draw a portrait with the target user
There are associated text messages to be determined as target text information；
Information Fusion Module is merged for drawing a portrait with the target user target text information into row information；
The Business Information recommending module, be additionally operable to by the default merchandise news of at least one businessman with merged target text
Target user's portrait of this information matches, and determines matched with the target user's portrait for merging the target text information
Target businessman, and show the information of the target businessman.
8. the mobile terminal described according to claim 6 or 7, which is characterized in that the characteristic information acquisition module, including：
Article recognition unit identifies the article in the target picture for carrying out object segmentation identification to the target picture；
Characteristic information searching unit, the article characteristics for searching each article in the target picture in the database are believed
Breath；
Characteristic information determination unit, each article characteristics information for that will meet preset condition are determined as at least one of described
A target article characteristics information in target item characteristic information.
9. mobile terminal according to claim 8, which is characterized in that the characteristic information determination unit, including：
Classification subelement, all items characteristic information for will find are classified according to type attribute, obtain at least one
A feature classification, wherein each feature classification includes at least one article characteristics information at least one feature classification；
Count subelement, for counting in each feature classification, each article characteristics information matches to the object in the target picture
The quantity of product；
Determination subelement, the most article characteristics information of the quantity of the article for will be matched in each feature classification, determines
For a target article characteristics information at least one of described target item characteristic information.
10. the mobile terminal described according to claim 6 or 7, which is characterized in that the mobile terminal further includes：
Target picture determining module, for the facial image in each photo in the mobile terminal to be identified, by face
Image and the matched at least photo of the facial image of target user are determined as the target picture；Or to described mobile whole
Image in end in each photo carries out image recognition, and at least photo for recognizing cuisines image is determined as the target
Photo.
11. a kind of mobile terminal, which is characterized in that including processor, memory and be stored on the memory and can be in institute
The computer program run on processor is stated, such as claim 1 to 5 is realized when the computer program is executed by the processor
Any one of described in Business Information recommend method the step of.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810310713.6A CN108520058B (en) | 2018-03-30 | 2018-03-30 | Merchant information recommendation method and mobile terminal |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810310713.6A CN108520058B (en) | 2018-03-30 | 2018-03-30 | Merchant information recommendation method and mobile terminal |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN108520058A true CN108520058A (en) | 2018-09-11 |
| CN108520058B CN108520058B (en) | 2021-09-24 |
Family
ID=63432197
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810310713.6A Active CN108520058B (en) | 2018-03-30 | 2018-03-30 | Merchant information recommendation method and mobile terminal |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108520058B (en) |
Cited By (21)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109376313A (en) * | 2018-09-28 | 2019-02-22 | Oppo广东移动通信有限公司 | Information recommendation method, device, terminal and storage medium |
| CN109740010A (en) * | 2018-12-29 | 2019-05-10 | 上海诚数信息科技有限公司 | The analysis method and system of the photograph album of intelligent terminal |
| CN110245719A (en) * | 2019-03-27 | 2019-09-17 | 中国海洋大学 | A kind of Feature fusion of entity-oriented and user's portrait |
| CN110399516A (en) * | 2019-07-29 | 2019-11-01 | 拉扎斯网络科技（上海）有限公司 | A kind of method, apparatus of image procossing, readable storage medium storing program for executing and electronic equipment |
| CN110413825A (en) * | 2019-06-21 | 2019-11-05 | 东华大学 | Clap recommender system in street towards fashion electric business |
| CN110471586A (en) * | 2019-07-15 | 2019-11-19 | 平安科技（深圳）有限公司 | Item recommendation method, device, computer equipment and storage medium |
| CN110472145A (en) * | 2019-07-25 | 2019-11-19 | 维沃移动通信有限公司 | A kind of content recommendation method and electronic equipment |
| CN110765170A (en) * | 2019-09-26 | 2020-02-07 | 维沃移动通信有限公司 | User portrait generation method and wearable device |
| CN111127060A (en) * | 2018-10-31 | 2020-05-08 | 百度在线网络技术（北京）有限公司 | Method and device for determining promotion user of service |
| CN111143697A (en) * | 2020-01-02 | 2020-05-12 | 腾讯科技（深圳）有限公司 | Content recommendation method and related device |
| CN111311316A (en) * | 2020-02-03 | 2020-06-19 | 支付宝(杭州)信息技术有限公司 | Method and device for depicting merchant portrait, electronic equipment, verification method and system |
| CN111445296A (en) * | 2020-04-13 | 2020-07-24 | 智粤云(广州)数字信息科技有限公司 | Electronic commerce system based on big data cloud platform |
| CN111461838A (en) * | 2020-05-29 | 2020-07-28 | 宁波科友信息科技有限公司 | Management system and management method of network mall |
| CN111754283A (en) * | 2019-03-29 | 2020-10-09 | 阿里巴巴集团控股有限公司 | Merchant information acquisition method, merchant information collection method, merchant information processing method and electronic equipment |
| WO2020232616A1 (en) * | 2019-05-20 | 2020-11-26 | 深圳市欢太科技有限公司 | Information recommendation method and apparatus, and electronic device and storage medium |
| CN112037041A (en) * | 2020-09-02 | 2020-12-04 | 中国银行股份有限公司 | Product recommendation method, device and equipment based on bank outlet number calling machine |
| CN112200631A (en) * | 2020-10-12 | 2021-01-08 | 支付宝(杭州)信息技术有限公司 | Industry classification model training method and device |
| CN112215656A (en) * | 2020-10-13 | 2021-01-12 | 湖南亚信软件有限公司 | User portrait generation method and device, electronic equipment and computer readable storage medium |
| CN112837107A (en) * | 2019-11-22 | 2021-05-25 | 上海哔哩哔哩科技有限公司 | Cross-platform commodity recommendation method and device and computer equipment |
| CN113366524A (en) * | 2019-05-20 | 2021-09-07 | 深圳市欢太科技有限公司 | Information recommendation method and device, electronic equipment and storage medium |
| CN117436989A (en) * | 2023-11-06 | 2024-01-23 | 海通证券股份有限公司 | Item collocation recommendation method and device, electronic equipment and storage medium |
Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105260480A (en) * | 2015-11-09 | 2016-01-20 | 魅族科技（中国）有限公司 | Information recommendation method and terminal |
| CN105335365A (en) * | 2014-05-30 | 2016-02-17 | 小米科技有限责任公司 | Method and apparatus for placing order, server and terminal |
| CN105608230A (en) * | 2016-02-03 | 2016-05-25 | 南京云创大数据科技股份有限公司 | Image retrieval based business information recommendation system and image retrieval based business information recommendation method |
| US20160350813A1 (en) * | 2016-02-29 | 2016-12-01 | International Business Machines Corporation | Product recommendations based on analysis of social experiences |
| CN107133854A (en) * | 2017-05-26 | 2017-09-05 | 北京小度信息科技有限公司 | Information recommendation method and device |
| US20170287023A1 (en) * | 2016-03-31 | 2017-10-05 | Criteo Sa | Blacklisting Based on Image Feature Analysis and Collaborative Filtering |
| CN107358451A (en) * | 2017-07-17 | 2017-11-17 | 竹间智能科技（上海）有限公司 | A kind of interactive intelligent witch mirror |
| CN107403359A (en) * | 2017-07-20 | 2017-11-28 | 义乌洞开网络科技有限公司 | A kind of accurate commending system of electric business platform commodity and its method |
| CN107423442A (en) * | 2017-08-07 | 2017-12-01 | 火烈鸟网络(广州)股份有限公司 | Method and system, storage medium and computer equipment are recommended in application based on user's portrait behavioural analysis |
| CN107656969A (en) * | 2017-08-31 | 2018-02-02 | 深圳市谷熊网络科技有限公司 | A kind of information recommendation method and device |
| CN107679211A (en) * | 2017-10-17 | 2018-02-09 | 百度在线网络技术（北京）有限公司 | Method and apparatus for pushed information |
| CN107704571A (en) * | 2017-09-29 | 2018-02-16 | 努比亚技术有限公司 | Information intelligent recommends method, apparatus and computer-readable recording medium |
| CN107730343A (en) * | 2017-09-15 | 2018-02-23 | 广州唯品会研究院有限公司 | A kind of user's merchandise news method for pushing and equipment based on picture attribute extraction |
-
2018
- 2018-03-30 CN CN201810310713.6A patent/CN108520058B/en active Active
Patent Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105335365A (en) * | 2014-05-30 | 2016-02-17 | 小米科技有限责任公司 | Method and apparatus for placing order, server and terminal |
| CN105260480A (en) * | 2015-11-09 | 2016-01-20 | 魅族科技（中国）有限公司 | Information recommendation method and terminal |
| CN105608230A (en) * | 2016-02-03 | 2016-05-25 | 南京云创大数据科技股份有限公司 | Image retrieval based business information recommendation system and image retrieval based business information recommendation method |
| US20160350813A1 (en) * | 2016-02-29 | 2016-12-01 | International Business Machines Corporation | Product recommendations based on analysis of social experiences |
| US20170287023A1 (en) * | 2016-03-31 | 2017-10-05 | Criteo Sa | Blacklisting Based on Image Feature Analysis and Collaborative Filtering |
| CN107133854A (en) * | 2017-05-26 | 2017-09-05 | 北京小度信息科技有限公司 | Information recommendation method and device |
| CN107358451A (en) * | 2017-07-17 | 2017-11-17 | 竹间智能科技（上海）有限公司 | A kind of interactive intelligent witch mirror |
| CN107403359A (en) * | 2017-07-20 | 2017-11-28 | 义乌洞开网络科技有限公司 | A kind of accurate commending system of electric business platform commodity and its method |
| CN107423442A (en) * | 2017-08-07 | 2017-12-01 | 火烈鸟网络(广州)股份有限公司 | Method and system, storage medium and computer equipment are recommended in application based on user's portrait behavioural analysis |
| CN107656969A (en) * | 2017-08-31 | 2018-02-02 | 深圳市谷熊网络科技有限公司 | A kind of information recommendation method and device |
| CN107730343A (en) * | 2017-09-15 | 2018-02-23 | 广州唯品会研究院有限公司 | A kind of user's merchandise news method for pushing and equipment based on picture attribute extraction |
| CN107704571A (en) * | 2017-09-29 | 2018-02-16 | 努比亚技术有限公司 | Information intelligent recommends method, apparatus and computer-readable recording medium |
| CN107679211A (en) * | 2017-10-17 | 2018-02-09 | 百度在线网络技术（北京）有限公司 | Method and apparatus for pushed information |
Cited By (33)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109376313B (en) * | 2018-09-28 | 2021-05-25 | Oppo广东移动通信有限公司 | Information recommendation method and device, terminal and storage medium |
| CN109376313A (en) * | 2018-09-28 | 2019-02-22 | Oppo广东移动通信有限公司 | Information recommendation method, device, terminal and storage medium |
| CN111127060B (en) * | 2018-10-31 | 2023-08-08 | 百度在线网络技术（北京）有限公司 | Method and device for determining popularization users of service |
| CN111127060A (en) * | 2018-10-31 | 2020-05-08 | 百度在线网络技术（北京）有限公司 | Method and device for determining promotion user of service |
| CN109740010A (en) * | 2018-12-29 | 2019-05-10 | 上海诚数信息科技有限公司 | The analysis method and system of the photograph album of intelligent terminal |
| CN110245719B (en) * | 2019-03-27 | 2024-05-07 | 中国海洋大学 | Feature fusion method for entity and user portraits |
| CN110245719A (en) * | 2019-03-27 | 2019-09-17 | 中国海洋大学 | A kind of Feature fusion of entity-oriented and user's portrait |
| CN111754283A (en) * | 2019-03-29 | 2020-10-09 | 阿里巴巴集团控股有限公司 | Merchant information acquisition method, merchant information collection method, merchant information processing method and electronic equipment |
| CN113366524B (en) * | 2019-05-20 | 2024-05-10 | 深圳市欢太科技有限公司 | Information recommendation method, device, electronic equipment and storage medium |
| CN113330475B (en) * | 2019-05-20 | 2024-06-04 | 深圳市欢太科技有限公司 | Information recommendation method, device, electronic equipment and storage medium |
| CN113366524A (en) * | 2019-05-20 | 2021-09-07 | 深圳市欢太科技有限公司 | Information recommendation method and device, electronic equipment and storage medium |
| CN113330475A (en) * | 2019-05-20 | 2021-08-31 | 深圳市欢太科技有限公司 | Information recommendation method and device, electronic equipment and storage medium |
| WO2020232616A1 (en) * | 2019-05-20 | 2020-11-26 | 深圳市欢太科技有限公司 | Information recommendation method and apparatus, and electronic device and storage medium |
| CN110413825B (en) * | 2019-06-21 | 2023-12-01 | 东华大学 | Street-clapping recommendation system oriented to fashion electronic commerce |
| CN110413825A (en) * | 2019-06-21 | 2019-11-05 | 东华大学 | Clap recommender system in street towards fashion electric business |
| CN110471586B (en) * | 2019-07-15 | 2023-04-25 | 平安科技（深圳）有限公司 | Project recommendation method, apparatus, computer device and storage medium |
| CN110471586A (en) * | 2019-07-15 | 2019-11-19 | 平安科技（深圳）有限公司 | Item recommendation method, device, computer equipment and storage medium |
| CN110472145A (en) * | 2019-07-25 | 2019-11-19 | 维沃移动通信有限公司 | A kind of content recommendation method and electronic equipment |
| CN110472145B (en) * | 2019-07-25 | 2022-11-29 | 维沃移动通信有限公司 | Content recommendation method and electronic equipment |
| CN110399516A (en) * | 2019-07-29 | 2019-11-01 | 拉扎斯网络科技（上海）有限公司 | A kind of method, apparatus of image procossing, readable storage medium storing program for executing and electronic equipment |
| CN110765170A (en) * | 2019-09-26 | 2020-02-07 | 维沃移动通信有限公司 | User portrait generation method and wearable device |
| CN112837107A (en) * | 2019-11-22 | 2021-05-25 | 上海哔哩哔哩科技有限公司 | Cross-platform commodity recommendation method and device and computer equipment |
| CN112837107B (en) * | 2019-11-22 | 2023-10-24 | 上海哔哩哔哩科技有限公司 | Cross-platform commodity recommendation method and device and computer equipment |
| CN111143697A (en) * | 2020-01-02 | 2020-05-12 | 腾讯科技（深圳）有限公司 | Content recommendation method and related device |
| CN111143697B (en) * | 2020-01-02 | 2023-03-21 | 腾讯科技（深圳）有限公司 | Content recommendation method and related device |
| CN111311316A (en) * | 2020-02-03 | 2020-06-19 | 支付宝(杭州)信息技术有限公司 | Method and device for depicting merchant portrait, electronic equipment, verification method and system |
| CN111311316B (en) * | 2020-02-03 | 2023-05-23 | 支付宝(杭州)信息技术有限公司 | Method and device for depicting merchant portrait, electronic equipment, verification method and system |
| CN111445296A (en) * | 2020-04-13 | 2020-07-24 | 智粤云(广州)数字信息科技有限公司 | Electronic commerce system based on big data cloud platform |
| CN111461838A (en) * | 2020-05-29 | 2020-07-28 | 宁波科友信息科技有限公司 | Management system and management method of network mall |
| CN112037041A (en) * | 2020-09-02 | 2020-12-04 | 中国银行股份有限公司 | Product recommendation method, device and equipment based on bank outlet number calling machine |
| CN112200631A (en) * | 2020-10-12 | 2021-01-08 | 支付宝(杭州)信息技术有限公司 | Industry classification model training method and device |
| CN112215656A (en) * | 2020-10-13 | 2021-01-12 | 湖南亚信软件有限公司 | User portrait generation method and device, electronic equipment and computer readable storage medium |
| CN117436989A (en) * | 2023-11-06 | 2024-01-23 | 海通证券股份有限公司 | Item collocation recommendation method and device, electronic equipment and storage medium |
Also Published As
| Publication number | Publication date |
|---|---|
| CN108520058B (en) | 2021-09-24 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108520058A (en) | A kind of Business Information recommends method and mobile terminal | |
| CN107633098A (en) | A kind of content recommendation method and mobile terminal | |
| CN109164949A (en) | A kind of chat messages localization method and mobile terminal | |
| CN108230283A (en) | A kind of textures material recommends method and electronic equipment | |
| CN109213732A (en) | A kind of method, mobile terminal and computer readable storage medium improving photograph album classification | |
| CN107846352A (en) | A kind of method for information display, mobile terminal | |
| CN109410004A (en) | A kind of recommended method, device and mobile terminal | |
| CN108494665A (en) | One population message display method and mobile terminal | |
| CN106815557A (en) | A kind of evaluation method of face features, device and mobile terminal | |
| CN109508399A (en) | A kind of facial expression image processing method, mobile terminal | |
| CN110162653B (en) | Image-text sequencing recommendation method and terminal equipment | |
| CN108156228A (en) | A kind of ad data method for pushing and device | |
| CN109409244A (en) | A kind of object puts the output method and mobile terminal of scheme | |
| CN109005336A (en) | A kind of image capturing method and terminal device | |
| CN107943842A (en) | A kind of photo tag generation method, mobile terminal | |
| CN108334196A (en) | A kind of document handling method and mobile terminal | |
| CN108307110A (en) | A kind of image weakening method and mobile terminal | |
| CN107948503A (en) | A kind of photographic method, camera arrangement and mobile terminal | |
| CN109684544A (en) | One kind, which is worn, takes recommended method and terminal device | |
| CN108460817A (en) | A kind of pattern splicing method and mobile terminal | |
| CN108765522A (en) | A kind of dynamic image generation method and mobile terminal | |
| CN109815462A (en) | A kind of document creation method and terminal device | |
| CN108958623A (en) | A kind of application program launching method and terminal device | |
| CN108763475A (en) | A kind of method for recording, record device and terminal device | |
| CN108305342A (en) | A kind of Work attendance method and mobile terminal |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |