CN109410004A - A kind of recommended method, device and mobile terminal - Google Patents
A kind of recommended method, device and mobile terminal Download PDFInfo
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- CN109410004A CN109410004A CN201811271377.5A CN201811271377A CN109410004A CN 109410004 A CN109410004 A CN 109410004A CN 201811271377 A CN201811271377 A CN 201811271377A CN 109410004 A CN109410004 A CN 109410004A
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- 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]
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Abstract
The embodiment of the invention provides a kind of recommended method and devices.The described method includes: obtaining search information, and the object type of object search is determined according to search information, according to object type, the field feedback of at least one feature of screening description object search, according to field feedback, determine the characteristic information of each object search, based on characteristic information, recommend object search to target user, it can be realized the various types for object search, recommended based on corresponding characteristic information, compared to only with sales volume, price, the mode that the more single dimensions such as scoring recommend object search, user's aspect most concerned for various object searches can categorizedly be analyzed, so that the object search recommended is more suitable user, reduce the time-consuming that user browses commodity, it solves and usually occurs that purchase can not be rapidly completed, or that buys improper etc. influences shopping experience The problem of.
Description
Technical field
The present invention relates to technical field of mobile terminals, more particularly to a kind of recommended method, a kind of recommendation apparatus and one
Kind mobile terminal.
Background technique
With the rise of shopping at network, the commodity of oneself needs, while quotient are selected in more and more users' selection from network
The type of the number of product is also more and more, and user, which usually requires a great deal of time, to be browsed and screen, or even is difficult to look for
To being suitble to oneself commodity.
It, can be according to dimensions such as sales volume, price, scorings to searching in general, in the commercial articles searching result provided for user
Commodity be ranked up or recommend, still, sales volume is high, price is low, high scoring is not the most concerned aspect of user, therefore existing
Scheme be difficult to ensure that the commodity of recommendation are real suitable users, cause user to browse the overlong time of commodity, and nothing occur
Method is rapidly completed purchase, or purchase commodity and the influence shopping experience such as improper the problem of.
Summary of the invention
The embodiment of the present invention provides a kind of recommended method, and to solve the overlong time that user browses commodity, and occurring can not
Be rapidly completed purchase, or purchase commodity and the influence shopping experience such as improper the problem of.
In order to solve the above-mentioned technical problem, the present invention is implemented as follows:
In a first aspect, the embodiment of the invention provides a kind of methods of recommendation, comprising:
Search information is obtained, and determines the object type of object search according to described search information；
According to the object type, screening describes the field feedback of at least one feature of described search object,
In, the corresponding characteristic type of the field feedback matches with the object type；
According to the field feedback, the characteristic information of each object search is determined；
Based on the characteristic information, recommend described search object to target user.
Second aspect, the embodiment of the invention provides a kind of recommendation apparatus, comprising:
Data obtaining module searches for information for obtaining, and determines the object class of object search according to described search information
Type；
Screening module, for according to the object type, the use of at least one feature of screening description described search object
Family feedback information, wherein the corresponding characteristic type of the field feedback matches with the object type；
Information determination module, for determining the characteristic information of each object search according to the field feedback；
Recommending module recommends described search object to target user for being based on the characteristic information.
The third aspect the embodiment of the invention provides a kind of mobile terminal, including processor, memory and is 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
Now the step of recommended method.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage medium, the computer-readable storage
The step of storing computer program on medium, the recommended method realized when the computer program is executed by processor.
In embodiments of the present invention, information is searched for by obtaining, and determines the object class of object search according to search information
Type, according to object type, the field feedback of at least one feature of screening description object search is believed according to user feedback
Breath, determines the characteristic information of each object search, is based on characteristic information, recommends object search to target user, can be realized needle
To the various types of object search, recommended based on corresponding characteristic information, compared to only with sales volume, price, scoring etc. compared with
For the mode that single dimension recommends object search, user can be categorizedly analyzed for various object searches most
The aspect of care reduces the time-consuming that user browses commodity, solves so that the object search recommended is more suitable user
Usually occur that purchase can not be rapidly completed, or buy the influence shopping experience such as improper the problem of.
Detailed description of the invention
Fig. 1 is a kind of step flow chart of recommended method provided in an embodiment of the present invention；
Fig. 2 is a kind of step flow chart of recommended method provided in an embodiment of the present invention；
Fig. 3 is a kind of step flow chart of recommended method provided in an embodiment of the present invention；
Fig. 4 is a kind of structural block diagram of recommendation apparatus provided in an embodiment of the present invention；
Fig. 5 is a kind of hardware structural diagram of mobile terminal provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, shall fall within the protection scope of the present invention.
Embodiment one
Referring to Fig.1, a kind of step flow chart of recommended method of the offer of the embodiment of the present invention one is provided, specifically can wrap
Include following steps:
Step 101, search information is obtained, and determines the object type of object search according to described search information.
In embodiments of the present invention, search information includes search key, the search condition of selection etc. of user's input, also
It can be the diversified forms such as text, voice, can specifically include any suitable search information, the embodiment of the present invention does not do this
Limitation.Object search is corresponding with search information, refers to the purpose of search behavior, for example, it is desired to buy cup that one is drunk water (i.e.
Object search), the function of search of shopping APP is opened, keyword is inputted: being drunk water, glass, white, cup etc. (i.e. search information).
In embodiments of the present invention, for the ease of the demand of analysis user, object search is divided into various types, that is, is searched for
The object type of object.For example, types of garments, house type, vehicle-mounted type etc., specifically can be set according to actual needs any
Applicable object type, the embodiment of the present invention are without limitation.
After obtaining search information, the object type of object search can be determined according to search information, for example, extracting search
Each word " drinking water ", " glass ", " white ", " cup " in information carry out semantics recognition, according to the semanteme of each word
Between relationship, since the words such as " drinking water ", " glass ", " white " can be the restriction to word " cup ", and " cup " can not
As the restriction to the words such as " drinking water ", " glass ", " white ", so determining that object search is " cup ", object search is searched
Object type belonging to " cup " is food service items type.Determine that the object type of object search can use any suitable side
Formula, the embodiment of the present invention are without limitation.
Step 102, according to the object type, the user feedback of at least one feature of screening description described search object
Information.
In embodiments of the present invention, in addition to price, sales volume, scoring etc. for the more unified description of various object searches it
Outside, other users are also a kind of believable for object search for the feedback information (being denoted as field feedback) of object search
Description.It, can be according to object type for search pair in order to more accurately analyze the feature of different types of object search
The field feedback of elephant is screened.
In embodiments of the present invention, it is capable of retouching for more acurrate reflection object search to filter out from field feedback
It states, the corresponding characteristic type of the field feedback of screening matches with object type.That is, being screened for object search
When field feedback, is screened according to the matched at least one characteristic type of object type, filter out description object search
At least one feature field feedback.
It is worth noting that in all field feedbacks for object search, including being described object search
The field feedback of at least one feature.For example, search information is " pregnant mother's clothes ", determine that the object type of object search is
After " clothes " or " pregnant mother's clothes ", in the field feedback of such commodity, some field feedbacks can describe clothing
Several features in material, color, smell, quality, pliability, feel, skin allergy, size of clothes etc., the user also having are anti-
Feedforward information will not categorizedly be described the specific features of the clothes.
Step 103, according to the field feedback, the characteristic information of each object search is determined.
In embodiments of the present invention, characteristic information is for being described the feature of object search, comprising: for search pair
Information that the quality of elephant is described, the information that the form of object search is described, for the user's body of object search
The information etc. being described is tested, can specifically include any suitable characteristic information, the embodiment of the present invention is without limitation.
In embodiments of the present invention, according to field feedback, the specific reality of the characteristic information of each object search is determined
Existing mode may include a variety of, for example, being directed to each object search, count the field feedback of each characteristic type respectively,
According to statistical result, generate each object search characteristic information or any other applicable method, the embodiment of the present invention pair
This is with no restrictions.
For example, being screened several from material, quality, smell, skin allergy etc. in field feedback for " pregnant mother's clothes "
Aspect describes the field feedback of " pregnant mother's clothes ", and according to the field feedback of screening, it is right in field feedback to obtain
The positive rating of several different aspects such as material, quality, smell, the skin allergy of object search, then will be good in terms of these
It comments rate to weight, obtains the quality positive rating (i.e. one kind of characteristic information) an of object search.
Step 104, it is based on the characteristic information, recommends described search object to target user.
In embodiments of the present invention, it is based on characteristic information, recommends the specific implementation of object search can to target user
To include a variety of, for example, screening characteristic information meets the object search of default characteristic condition, and target user is recommended；Or
It sorts according to the characteristic information to object search, and recommends target user；Or the feature of the object search of display recommendation
Information can specifically include any suitable way of recommendation, the embodiment of the present invention does not limit this for target user's reference
System.
For example, showing in page in search result, quality positive rating (the i.e. feature for each of searching out " pregnant mother's clothes " is shown
One kind of information), but also " pregnant mother's clothes " can be ranked up according to quality positive rating, quality favorable comment can also be filtered out
" pregnant mother clothes " of the rate higher than 98% recommends target user.
In embodiments of the present invention, information is searched for by obtaining, and determines the object class of object search according to search information
Type, according to object type, the field feedback of at least one feature of screening description object search is believed according to user feedback
Breath, determines the characteristic information of each object search, is based on characteristic information, recommends object search to target user, can be realized needle
To the various types of object search, recommended based on corresponding characteristic information, compared to only with sales volume, price, evaluation etc. compared with
For the mode that single dimension recommends object search, user can be categorizedly analyzed for various object searches most
The aspect of care reduces the time-consuming that user browses commodity, solves so that the object search recommended is more suitable user
Usually occur that purchase can not be rapidly completed, or buy the influence shopping experience such as improper the problem of.
Embodiment two
Referring to Fig. 2, a kind of step flow chart of recommended method provided by Embodiment 2 of the present invention is shown, specifically can wrap
Include following steps:
Step 201, search information is obtained, and determines the object type of object search according to described search information.
In embodiments of the present invention, the specific implementation of this step may refer to the description in previous embodiment, herein
It does not repeat separately.
Step 202, according to the object type, matched at least one characteristic type is determined.
In embodiments of the present invention, object type matches at least one characteristic type, for example, for clothing quotient
Product, the characteristic type of Corresponding matching may include material, workmanship, quality, feel, smell, color etc.；For the house of practicability
Commodity, the characteristic type of Corresponding matching may include comfort level, durability, have odorlessness, fixation, safety, pattern etc.；For
The house commodity of non-practicability, the characteristic type of Corresponding matching may include durability, have odorlessness, fixation, safety, conveniently
Property, pattern etc..Since user is for different object types, characteristic type of interest is also different, therefore, for various
Object type, can corresponding characteristic type, in field feedback screen user concern feature.
Step 203, from the field feedback of described search object, screening belongs at least one characteristic type
Field feedback.
In embodiments of the present invention, the field feedback for obtaining each object search searched out is believed from user feedback
In breath, screening belongs to the field feedback of at least one characteristic type, for example, still by taking " pregnant mother's clothes " as an example, by commodity
Form is anti-from user with aesthetic requirement, such as length and width, size, fat or thin, thickness, thickness, soft or hard appearance dimension (i.e. characteristic type)
It is screened in feedforward information, is directed to the field feedback of the characteristic types such as length and width, size, fat or thin, thickness, thickness, soft or hard, user
Feedback information includes the style characteristics for having favorable comment and difference to comment, be also described for various characteristic types, and apparel configurations are A font,
The peppery mother for being then suitble to leg thicker, garment are closing waist type, then compare and be suitble to slender thin peppery mother etc..
In embodiments of the present invention, it is preferable that not only for different object types, need to screen from different features
Field feedback, different users feature of interest also can be different, therefore, according to the object type, screening description
It can also include: to obtain going through for the target user before the field feedback of at least one feature of described search object
History behavioural information；According to the historical behavior information, the user group of target user's ownership is determined；According to the object class
Type determines that a kind of implementation of matched at least one characteristic type may include: to be determined as institute according to the object type
State the preset at least one characteristic type of user group.
Historical behavior information includes the relevant information of buying behavior in user's history, the relevant information of collection behavior, browsing
The relevant information of behavior, the relevant information of concern behavior, the relevant information of evaluation behavior, the information for describing itself etc., specifically
It may include any suitable behavioural information, the embodiment of the present invention is without limitation.When target user scans for, mesh is obtained
The historical behavior information for marking user determines the user group of target user's ownership according to historical behavior information.For same target
Type can preset at least one characteristic type of Corresponding matching for different user groups.
For example, constructing user's portrait according to the buying behavior of user, the classification of user group is carried out to user, such as precious mother, list
Body white collar, students, housewife, body-building intelligent, body-building little Bai etc.；For types of garments, precious mother is of interest
It is the characteristic types such as material, quality, smell, skin allergy, and students are it is contemplated that the features such as color, thin and thick, fat or thin
Type.
Step 204, for each object search, the field feedback of each characteristic type is counted respectively.
In embodiments of the present invention, field feedback needs a point characteristic type to be counted, for example, statistical appraisal clothes
The accounting for belonging to favorable comment in the field feedback of material obtains the positive rating of this characteristic type of material, statistical appraisal clothes
The accounting for belonging to favorable comment in the field feedback of smell obtains the positive rating etc. of this characteristic type of smell.It is searched for each
Rope object counts the field feedback of each characteristic type, including statistics positive rating, statistics for evaluating each feature respectively
The number of the word of type can specifically use any suitable statistical according to actual needs, and the embodiment of the present invention is to this
With no restrictions.
Step 205, according to statistical result, the characteristic information of each object search is generated.
In embodiments of the present invention, according to the statistical result of each characteristic type, the feature letter of each object search is generated
Breath can specifically include after the weighting of various statistical results, and addition obtains the characteristic information of object search, or from various statistics
As a result a certain statistical result more than given threshold is found out in, as information the characteristics of capable of most representing object search, as
The characteristic information of object search, can specifically include any suitable generating mode, and the embodiment of the present invention is without limitation.
For example, statistics " pregnant mother's clothes " field feedback in, it is several to material, quality, smell, skin allergy etc. not
The positive rating of same aspect, then the positive rating in terms of these is weighted, the quality positive rating for obtaining an object search is (i.e. special
One kind of reference breath).
In embodiments of the present invention, it is preferable that according to statistical result, generate one kind of the characteristic information of each object search
Implementation may include: weight of the statistical result for generation characteristic information of determining each characteristic type；According to the system
Result and its corresponding weight are counted, the characteristic information of each object search is generated.
In embodiments of the present invention, it is preferable that determine the statistical result of each characteristic type for generating characteristic information
A kind of implementation of weight may include: obtain target user's characteristic type matched for object type setting it is suitable
Sequence；According to the setting of characteristic type sequence, the corresponding weight of each characteristic type is determined.
System can default the matched at least one characteristic type of default object type for target user, can also be by target
User is to the matched characteristic type of object type self-setting.In latter approach, target user is object type setting
When the characteristic type matched, setting sequence may indicate that user, therefore can basis for the degree of concern of this kind of characteristic type
The setting sequence of characteristic type, determines the corresponding weight of each characteristic type, the more forward characteristic type of sequence, and weight is higher.
For example, target user is precious mother, matched characteristic type is arranged for the commodity of types of garments, in various options, user is hooked
The sequence of choosing is skin allergy, smell, material, quality, then the weight highest of this characteristic type of skin allergy, this is special for quality
The weight for levying type is minimum, and so on, specifically weight, the present invention can be set for various characteristic types according to actual needs
Embodiment to this with no restriction.
Step 206, it is based on the characteristic information, recommends described search object to target user.
In embodiments of the present invention, the specific implementation of this step may refer to the description in previous embodiment, herein
It does not repeat separately.
In embodiments of the present invention, it is preferable that be based on the characteristic information, recommend described search object packet to target user
Include following at least one:
It screens the characteristic information and meets the object search of default characteristic condition, and recommend target user；
It sorts according to the characteristic information to the object search for recommending target user；
The characteristic information for the object search recommended is shown, for target user's reference.
Default characteristic condition includes the condition being arranged for different characteristic informations, for example, quality positive rating is higher than setting
Positive rating threshold value etc. or any other applicable default characteristic condition, the embodiment of the present invention are without limitation.One recommended
Kind mode is the object search object for screening characteristic information and meeting default characteristic condition, and the object search after screening is recommended mesh
Mark user.It can also sort according to characteristic information to object search, for example, before the high object search of quality positive rating is come
The low object search of quality positive rating is come below, recommends target user by face.Or it can also be shown for target user
When object search, the characteristic information of each object search is shown, for target user's reference.
In embodiments of the present invention, information is searched for by obtaining, and determines the object class of object search according to search information
Type determines matched at least one characteristic type, from the field feedback of described search object according to the object type
In, the field feedback that screening belongs at least one characteristic type counts each spy for each object search respectively
The field feedback of sign type generates the characteristic information of each object search according to statistical result, is believed based on the feature
Breath is recommended described search object to target user, can be realized the various types for object search, believed based on corresponding feature
Breath is recommended, compared to only in such a way that the more single dimension such as sales volume, price, evaluation recommends object search,
User's aspect most concerned for various object searches can be categorizedly analyzed, so that the object search recommended is more suitable
Family is shared, the time-consuming that user browses commodity is reduced, solves and usually occurs that purchase can not be rapidly completed, or that buys do not conform to
It is suitable to wait the problem of influencing shopping experience.
Embodiment three
Referring to Fig. 3, a kind of step flow chart of recommended method of the offer of the embodiment of the present invention three is provided, specifically can wrap
Include following steps:
Step 301, search information is obtained, and determines the object type of object search according to described search information.
In embodiments of the present invention, the specific implementation of this step may refer to the description in previous embodiment, herein
It does not repeat separately.
Step 302, the association user that there is incidence relation with the target user is searched.
In embodiments of the present invention, incidence relation includes friend relation in social platform, the account of concern, uses in target
The address list at family is medium or any other applicable incidence relation, the embodiment of the present invention are without limitation.
Step 303, according to the object type, at least one spy that the association user describes described search object is screened
The field feedback of sign.
In embodiments of the present invention, because of the consumption habit of different user, there are larger difference, other users for values
The different surely accurate help user of field feedback understand object search, but there is the pass of incidence relation with target user
Be combined family, the user unrelated compared to other consumption habit, in terms of and target user closer to some.Therefore exist
When screening field feedback, the field feedback that association user describes object search is only screened, recommendation search can be improved
The accuracy of object.
Step 304, according to the field feedback, the characteristic information of each object search is determined.
In embodiments of the present invention, the specific implementation of this step may refer to the description in previous embodiment, herein
It does not repeat separately.
Step 305, the historical behavior information of the association user is obtained.
In embodiments of the present invention, the historical behavior information of association user include association user purchaser record, collection record,
Concern record, browsing record, evaluation record etc., the embodiment of the present invention is without limitation.
Step 306, it according to the historical behavior information of the association user, searches the association that the association user accessed and searches
Rope object.
In embodiments of the present invention, in numerous object searches, according to the historical behavior information of association user, association is searched
The object search that user accessed is denoted as association search object.
Step 307, it is based on the characteristic information, Xiang Suoshu target user recommends association search object and corresponding association
User.
In embodiments of the present invention, it is based on characteristic information, when recommending object search, recommends association search pair to target user
As and corresponding association user, other object searches can be excluded, only recommend association search object, can also be only numerous
Association search object and corresponding association user are indicated in object search, facilitate target user learn association search object, with
And association user, it can choose and contacted with association user, inquire the service condition etc. of association search object.
In embodiments of the present invention, by obtain search for information, and determine object search object type, search with it is described
There is target user the association user of incidence relation to screen the association user according to the object type and describe described search
The field feedback of at least one feature of object determines the feature of each object search according to the field feedback
Information obtains the historical behavior information of the association user, according to the historical behavior information of the association user, searches the pass
The association search object that accessed of combination family, is based on the characteristic information, Xiang Suoshu target user recommend association search object with
And corresponding association user, it can be realized the various types for object search, recommended based on corresponding characteristic information, phase
It, can be categorizedly than in only in such a way that the more single dimension such as sales volume, price, evaluation recommends object search
User's aspect most concerned for various object searches is analyzed, so that the object search recommended is more suitable user, is reduced
User browses the time-consuming of commodity, solves and usually occurs not being rapidly completed purchase, or the improper equal influences bought are done shopping
The problem of experience.
Example IV
Referring to Fig. 4, a kind of structural block diagram of recommendation apparatus of the offer of the embodiment of the present invention four is provided, can specifically include
Following module:
Data obtaining module 401 searches for information for obtaining, and determines the object of object search according to described search information
Type；
Screening module 402, for according to the object type, screening to describe at least one feature of described search object
Field feedback, wherein the corresponding characteristic type of the field feedback matches with the object type；
Information determination module 403, for determining the feature letter of each object search according to the field feedback
Breath；
Recommending module 404 recommends described search object to target user for being based on the characteristic information.
In embodiments of the present invention, it is preferable that the screening module includes:
Type determination module, for determining matched at least one characteristic type according to the object type；
Information sifting submodule, for from the field feedback of described search object, screening to belong to described at least one
The field feedback of kind characteristic type.
In embodiments of the present invention, it is preferable that described device further include:
First behavior data obtaining module, for, according to the object type, screening to describe described search object described
At least one feature field feedback before, obtain the historical behavior information of the target user；
Group's determining module, for determining the user group of target user's ownership according to the historical behavior information；
The type determination module includes
Type determining units, for it is preset at least one special to be determined as the user group according to the object type
Levy type.
In embodiments of the present invention, it is preferable that the information determination module includes:
Statistic submodule counts the field feedback of each characteristic type for being directed to each object search respectively；
Information generates submodule, for generating the characteristic information of each object search according to statistical result.
In embodiments of the present invention, it is preferable that the information generates submodule and includes:
Weight determining unit, for determining weight of the statistical result for generation characteristic information of each characteristic type；
Information generating unit, for generating the spy of each object search according to the statistical result and its corresponding weight
Reference breath.
In embodiments of the present invention, it is preferable that the weight determining unit includes:
Sequence obtains subelement, and the setting for obtaining target user characteristic type matched for object type is suitable
Sequence；
Weight determines subelement, for the setting sequence according to the characteristic type, determines that each characteristic type is corresponding
Weight.
In embodiments of the present invention, it is preferable that the recommending module comprises at least one of the following:
First recommends submodule, meets the object search of default characteristic condition for screening the characteristic information, and recommend
To the target user；
Second recommends submodule, for arranging according to the characteristic information the object search for recommending the target user
Sequence；
Third recommends submodule, for showing the characteristic information for the object search recommended, for target user reference.
In embodiments of the present invention, it is preferable that the screening module includes:
Association user searches submodule, for searching the association user for having incidence relation with the target user；
Information sifting submodule, for screening the association user and describing described search object according to the object type
At least one feature field feedback.
In embodiments of the present invention, it is preferable that described device further include:
Second behavioural information obtains module, for being based on the characteristic information described, searches to described in target user's recommendation
Before rope object, the historical behavior information of the association user is obtained；
Affiliated partner searching module searches the association user for the historical behavior information according to the association user
The association search object accessed；
The recommending module includes:
Correlation recommendation submodule, for be based on the characteristic information, Xiang Suoshu target user recommend association search object with
And corresponding association user.
Mobile terminal provided in an embodiment of the present invention can be realized mobile terminal in the embodiment of the method for Fig. 1 to Fig. 3 and realize
Each process, to avoid repeating, which is not described herein again.
In embodiments of the present invention, information is searched for by obtaining, and determines the object class of object search according to search information
Type, according to object type, the field feedback of at least one feature of screening description object search is believed according to user feedback
Breath, determines the characteristic information of each object search, is based on characteristic information, recommends object search to target user, can be realized needle
To the various types of object search, recommended based on corresponding characteristic information, compared to only with sales volume, price, evaluation etc. compared with
For the mode that single dimension recommends object search, user can be categorizedly analyzed for various object searches most
The aspect of care reduces the time-consuming that user browses commodity, solves so that the object search recommended is more suitable user
Usually occur that purchase can not be rapidly completed, or buy the influence shopping experience such as improper the problem of.
Embodiment five
Referring to Fig. 5, the hardware structural diagram of a kind of mobile terminal of each embodiment to realize the present invention.
The mobile terminal 500 includes but is not limited to: radio frequency unit 501, network module 502, audio output unit 503, defeated
Enter unit 504, sensor 505, display unit 506, user input unit 507, interface unit 508, memory 509, processor
The components such as 510 and power supply 511.It will be understood by those skilled in the art that mobile terminal structure shown in Fig. 5 is not constituted
Restriction to mobile terminal, mobile terminal may include than illustrating more or fewer components, perhaps combine certain components or
Different component layouts.In embodiments of the present invention, mobile terminal include but is not limited to mobile phone, tablet computer, laptop,
Palm PC, car-mounted terminal, wearable device and pedometer etc..
Processor 510 searches for information for obtaining, and determines the object type of object search according to described search information；
According to the object type, the field feedback of at least one feature of screening description described search object, wherein the use
Feedback information corresponding characteristic type in family matches with the object type；According to the field feedback, determine described each
The characteristic information of a object search；Based on the characteristic information, recommend described search object to target user.
In embodiments of the present invention, information is searched for by obtaining, and determines the object class of object search according to search information
Type, according to object type, the field feedback of at least one feature of screening description object search is believed according to user feedback
Breath, determines the characteristic information of each object search, is based on characteristic information, recommends object search to target user, can be realized needle
To the various types of object search, recommended based on corresponding characteristic information, compared to only with sales volume, price, evaluation etc. compared with
For the mode that single dimension recommends object search, user can be categorizedly analyzed for various object searches most
The aspect of care reduces the time-consuming that user browses commodity, solves so that the object search recommended is more suitable user
Usually occur that purchase can not be rapidly completed, or buy the influence shopping experience such as improper the problem of.
It should be understood that the embodiment of the present invention in, radio frequency unit 501 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 510 handle；In addition, by uplink
Data are sent to base station.In general, radio frequency unit 501 includes but is not limited to antenna, at least one amplifier, transceiver, coupling
Device, low-noise amplifier, duplexer etc..In addition, radio frequency unit 501 can also by wireless communication system and network and other set
Standby communication.
Mobile terminal provides wireless broadband internet by network module 502 for user and accesses, and such as user is helped to receive
It sends e-mails, browse webpage and access streaming video etc..
Audio output unit 503 can be received by radio frequency unit 501 or network module 502 or in memory 509
The audio data of storage is converted into audio signal and exports to be sound.Moreover, audio output unit 503 can also be provided and be moved
The relevant audio output of specific function that dynamic terminal 500 executes is (for example, call signal receives sound, message sink sound etc.
Deng).Audio output unit 503 includes loudspeaker, buzzer and receiver etc..
Input unit 504 is for receiving audio or video signal.Input unit 504 may include graphics processor
(Graphics Processing Unit, GPU) 5041 and microphone 5042, graphics processor 5041 is in video acquisition mode
Or the image data of the static images or video obtained in image capture mode by image capture apparatus (such as camera) carries out
Reason.Treated, and picture frame may be displayed on display unit 506.Through graphics processor 5041, treated that picture frame can be deposited
Storage is sent in memory 509 (or other storage mediums) or via radio frequency unit 501 or network module 502.Mike
Wind 5042 can receive sound, and can be audio data by such acoustic processing.Treated audio data can be
The format output that mobile communication base station can be sent to via radio frequency unit 501 is converted in the case where telephone calling model.
Mobile terminal 500 further includes at least one sensor 505, 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 5061, and proximity sensor can close when mobile terminal 500 is moved in one's ear
Display panel 5061 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, it can detect that size and the direction of gravity 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 505 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 506 is for showing information input by user or being supplied to the information of user.Display unit 506 can wrap
Display panel 5061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode can be used
Forms such as (Organic Light-Emitting Diode, OLED) configure display panel 5061.
User input unit 507 can be used for receiving the number or character information of input, and generate the use with mobile terminal
Family setting and the related key signals input of function control.Specifically, user input unit 507 include touch panel 5071 and
Other input equipments 5072.Touch panel 5071, also referred to as touch screen collect the touch operation of user on it or nearby
(for example user uses any suitable objects or attachment such as finger, stylus on touch panel 5071 or in touch panel 5071
Neighbouring operation).Touch panel 5071 may include both touch detecting apparatus and touch controller.Wherein, touch detection
Device detects the touch orientation of user, and detects touch operation bring signal, 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 510, receiving area
It manages the order that device 510 is sent and is executed.Furthermore, it is possible to more using resistance-type, condenser type, infrared ray and surface acoustic wave etc.
Seed type realizes touch panel 5071.In addition to touch panel 5071, user input unit 507 can also include other input equipments
5072.Specifically, other input equipments 5072 can include but is not limited to physical keyboard, function key (such as volume control button,
Switch key etc.), trace ball, mouse, operating stick, details are not described herein.
Further, touch panel 5071 can be covered on display panel 5061, when touch panel 5071 is detected at it
On or near touch operation after, send processor 510 to determine the type of touch event, be followed by subsequent processing device 510 according to touching
The type for touching event provides corresponding visual output on display panel 5061.Although in Fig. 5, touch panel 5071 and display
Panel 5061 is the function that outputs and inputs of realizing mobile terminal as two independent components, but in some embodiments
In, can be integrated by touch panel 5071 and display panel 5061 and realize the function that outputs and inputs of mobile terminal, it is specific this
Place is without limitation.
Interface unit 508 is the interface that external device (ED) is connect with mobile terminal 500.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 508 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 500 or can be used in 500 He of mobile terminal
Data are transmitted between external device (ED).
Memory 509 can be used for storing software program and various data.Memory 509 can mainly include storing program area
The storage data area and, wherein storing program area can (such as the sound of application program needed for storage program area, at least one function
Sound playing function, image player function etc.) etc.；Storage data area can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 509 may include high-speed random access memory, it 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 510 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 509, and calls and is stored in storage
Data in device 509 execute the various functions and processing data of mobile terminal, to carry out integral monitoring to mobile terminal.Place
Managing device 510 may include one or more processing units；Preferably, processor 510 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 510.
Mobile terminal 500 can also include the power supply 511 (such as battery) powered to all parts, it is preferred that power supply 511
Can be logically contiguous by power-supply management system and processor 510, to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
In addition, mobile terminal 500 includes some unshowned functional modules, details are not described herein.
Preferably, the embodiment of the present invention also provides a kind of mobile terminal, including processor 510, and memory 509 is stored in
On memory 509 and the computer program that can run on the processor 510, the computer program are executed by processor 510
Each process of the above-mentioned recommended method embodiment of Shi Shixian, and identical technical effect can be reached, to avoid repeating, here no longer
It repeats.
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 each process of above-mentioned recommended method embodiment when being executed by processor, and can reach
Identical technical effect, to avoid repeating, which is not described herein again.Wherein, the computer readable storage medium is deposited Ru read-only
Reservoir (Read-Only Memory, abbreviation ROM), random access memory (Random Access Memory, abbreviation RAM),
Magnetic or disk etc..
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include 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 being somebody's turn to do
There is also other identical elements in the process, method of element, 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 be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a 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 to 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 protection of the invention.
Claims (15)
1. a kind of recommended method is applied to mobile terminal characterized by comprising
Search information is obtained, and determines the object type of object search according to described search information；
According to the object type, the field feedback of at least one feature of screening description described search object, wherein institute
The corresponding characteristic type of field feedback is stated to match with the object type；
According to the field feedback, the characteristic information of each object search is determined；
Based on the characteristic information, recommend described search object to target user.
2. being searched described in screening description the method according to claim 1, wherein described according to the object type
The field feedback of at least one feature of rope object includes:
According to the object type, matched at least one characteristic type is determined；
From the field feedback of described search object, screening belongs to the user feedback letter of at least one characteristic type
Breath.
3. according to the method described in claim 2, determining described each it is characterized in that, described according to the field feedback
The characteristic information of a object search includes:
For each object search, the field feedback of each characteristic type is counted respectively；
According to statistical result, the characteristic information of each object search is generated.
4. according to the method described in claim 3, generating each object search it is characterized in that, described according to statistical result
Characteristic information includes:
Determine weight of the statistical result for generation characteristic information of each characteristic type；
According to the statistical result and its corresponding weight, the characteristic information of each object search is generated.
5. according to the method described in claim 4, it is characterized in that, the statistical result of each characteristic type of the determination is for life
Include: at the weight of characteristic information
Obtain the setting sequence of target user characteristic type matched for object type；
According to the setting of characteristic type sequence, the corresponding weight of each characteristic type is determined.
6. recommending the method according to claim 1, wherein described be based on the characteristic information to target user
Described search object comprises at least one of the following:
It screens the characteristic information and meets the object search of default characteristic condition, and recommend the target user；
It sorts according to the characteristic information to the object search for recommending the target user；
Show the characteristic information for the object search recommended.
7. being searched described in screening description the method according to claim 1, wherein described according to the object type
The field feedback of at least one feature of rope object includes:
Search the association user that there is incidence relation with the target user；
According to the object type, the user feedback that the association user describes at least one feature of described search object is screened
Information.
8. a kind of recommendation apparatus, which is characterized in that
Data obtaining module searches for information for obtaining, and determines the object type of object search according to described search information；
Screening module, for according to the object type, the user of at least one feature of screening description described search object to be anti-
Feedforward information, wherein the corresponding characteristic type of the field feedback matches with the object type；
Information determination module, for determining the characteristic information of each object search according to the field feedback；
Recommending module recommends described search object to target user for being based on the characteristic information.
9. device according to claim 8, which is characterized in that the screening module includes:
Type determination module, for determining matched at least one characteristic type according to the object type；
Information sifting submodule, for from the field feedback of described search object, screening to belong to described at least one special
Levy the field feedback of type.
10. device according to claim 9, which is characterized in that the information determination module includes:
Statistic submodule counts the field feedback of each characteristic type for being directed to each object search respectively；
Information generates submodule, for generating the characteristic information of each object search according to statistical result.
11. device according to claim 10, which is characterized in that the information generates submodule and includes:
Weight determining unit, for determining weight of the statistical result for generation characteristic information of each characteristic type；
Information generating unit, for generating the feature letter of each object search according to the statistical result and its corresponding weight
Breath.
12. device according to claim 11, which is characterized in that the weight determining unit includes:
Sequence obtains subelement, for obtaining the setting sequence of target user characteristic type matched for object type；
Weight determines subelement, for the setting sequence according to the characteristic type, determines the corresponding weight of each characteristic type.
13. device according to claim 8, which is characterized in that the recommending module comprises at least one of the following:
First recommends submodule, meets the object search of default characteristic condition for screening the characteristic information, and recommend institute
State target user；
Second recommends submodule, for sorting according to the characteristic information to the object search for recommending the target user；
Third recommends submodule, for showing the characteristic information for the object search recommended, for target user reference.
14. device according to claim 8, which is characterized in that the screening module includes:
Association user searches submodule, for searching the association user for having incidence relation with the target user；
Information sifting submodule, for screening the association user and describing described search object extremely according to the object type
A kind of field feedback of few feature.
15. 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 7 is realized when the computer program is executed by the processor
Any one of described in recommended method the step of.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201811271377.5A CN109410004A (en) | 2018-10-29 | 2018-10-29 | A kind of recommended method, device and mobile terminal |
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| CN201811271377.5A CN109410004A (en) | 2018-10-29 | 2018-10-29 | A kind of recommended method, device and mobile terminal |
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Application publication date: 20190301 |