CN109840800A - A kind of Products Show method, apparatus, storage medium and server based on integral - Google Patents
A kind of Products Show method, apparatus, storage medium and server based on integral Download PDFInfo
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- CN109840800A CN109840800A CN201811529433.0A CN201811529433A CN109840800A CN 109840800 A CN109840800 A CN 109840800A CN 201811529433 A CN201811529433 A CN 201811529433A CN 109840800 A CN109840800 A CN 109840800A
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- 238000000034 method Methods 0.000 title claims abstract description 33
- 238000003860 storage Methods 0.000 title claims abstract description 18
- 238000012544 monitoring process Methods 0.000 claims abstract description 21
- 238000009825 accumulation Methods 0.000 claims abstract description 18
- 230000006399 behavior Effects 0.000 claims description 119
- 230000003993 interaction Effects 0.000 claims description 85
- 230000002452 interceptive effect Effects 0.000 claims description 25
- 238000004590 computer program Methods 0.000 claims description 19
- 230000003542 behavioural effect Effects 0.000 claims description 15
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- 230000010354 integration Effects 0.000 description 4
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- 230000002596 correlated effect Effects 0.000 description 1
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Abstract
The present invention provides a kind of Products Show method, apparatus, storage medium and server based on integral, comprising: operation behavior information of the monitoring users in application；According to preset integral logic, the corresponding newly-increased integral of the operation behavior information is determined；If the newly-increased integral is not zero, according to the type of the operation behavior information, the operation behavior information is concluded into the operation behavior information aggregate of same type；The newly-increased score accumulation is recorded to the integral record of the user, the basic total mark of the user is obtained；According to the operation behavior information aggregate of the basic total mark of the user and the user, Xiang Suoshu user's recommended products.The integral of present invention combination user and the operation behavior information of user can be improved the validity of Products Show, preferably service user to user's recommended products.
Description
Technical field
The present invention relates to field of information processing more particularly to a kind of Products Show method, apparatus based on integral, storage to be situated between
Matter and server.
Background technique
With the development of computer network, some relatively large businessmans utilize meeting by establishing member's management of computing system
Member's card or telephone number confirm the mode of membership to realize the management of member.In commercial field, the battalion of member's integrating system
Pin mode is long-standing.By member's integrating system, businessman can use to member privilege, the modes such as improve service quality and attract
With stablize traveller, to improve and ensure its sales force.
Currently, traditional member system does not have intelligence mostly, it is only capable of carrying out each member's consumption simple record product
Point, different types of user is serviced by membership grade, can not be promoted the sale of products according to user personality, product distribution efficiency is not smart enough
With it is efficient.
Summary of the invention
The embodiment of the invention provides a kind of Products Show method, apparatus, storage medium and server based on integral, with
It solves in the prior art, traditional member system does not have intelligence mostly, is only capable of simply recording each member's consumption
Integral services different types of user by membership grade, can not be promoted the sale of products according to user personality, the inadequate intelligence of product distribution efficiency
It can be with efficient problem.
The first aspect of the embodiment of the present invention provides a kind of Products Show method based on integral, comprising:
Operation behavior information of the monitoring users in application；
According to preset integral logic, the corresponding newly-increased integral of the operation behavior information is determined；
If the newly-increased integral is not zero, according to the type of the operation behavior information, by the operation behavior information
It concludes into the operation behavior information aggregate of same type；
The newly-increased score accumulation is recorded to the integral record of the user, the basic total mark of the user is obtained；
According to the operation behavior information aggregate of the basic total mark of the user and the user, Xiang Suoshu user recommends to produce
Product.
The second aspect of the embodiment of the present invention provides a kind of Products Show device based on integral, comprising:
Behavioural information monitoring unit, for operation behavior information of the monitoring users in application；
Score accumulation unit, for determining the corresponding newly-increased product of the operation behavior information according to preset integral logic
Point；
Behavioural information concludes unit, if being not zero for the newly-increased integral, according to the class of the operation behavior information
Type concludes the operation behavior information into the operation behavior information aggregate of same type；
Determination unit being integrated, for recording the newly-increased score accumulation to the integral record of the user, being obtained described
The basic total mark of user；
Products Show unit, for according to the basic total mark of the user and the operation behavior information collection of the user
It closes, Xiang Suoshu user's recommended products.
The third aspect of the embodiment of the present invention provides a kind of server, including memory and processor, the storage
Device is stored with the computer program that can be run on the processor, and the processor is realized such as when executing the computer program
Lower step:
Operation behavior information of the monitoring users in application；
According to preset integral logic, the corresponding newly-increased integral of the operation behavior information is determined；
If the newly-increased integral is not zero, according to the type of the operation behavior information, by the operation behavior information
It concludes into the operation behavior information aggregate of same type；
The newly-increased score accumulation is recorded to the integral record of the user, the basic total mark of the user is obtained；
According to the operation behavior information aggregate of the basic total mark of the user and the user, Xiang Suoshu user recommends to produce
Product.
The fourth aspect of the embodiment of the present invention provides a kind of computer readable storage medium, the computer-readable storage
Media storage has computer program, and the computer program realizes following steps when being executed by processor:
Operation behavior information of the monitoring users in application；
According to preset integral logic, the corresponding newly-increased integral of the operation behavior information is determined；
If the newly-increased integral is not zero, according to the type of the operation behavior information, by the operation behavior information
It concludes into the operation behavior information aggregate of same type；
The newly-increased score accumulation is recorded to the integral record of the user, the basic total mark of the user is obtained；
According to the operation behavior information aggregate of the basic total mark of the user and the user, Xiang Suoshu user recommends to produce
Product.
In the embodiment of the present invention, by operation behavior information of the monitoring users in application, according to preset integral logic,
It determines the corresponding newly-increased integral of the operation behavior information, if the newly-increased integral is not zero, is believed according to the operation behavior
Then the type of breath is concluded the operation behavior information into the operation behavior information aggregate of same type, then will be described newly-increased
Score accumulation is recorded to the integral record of the user, the basic total mark of the user is obtained, finally according to the user's
The operation behavior information aggregate of basic total mark and the user, Xiang Suoshu user's recommended products, this programme not only record use
The integral at family, but in conjunction with the operation behavior information of the integral of user and user to user's recommended products, so that the product recommended
It more meets the needs of users, the validity of Products Show can be improved, while preferably servicing user, improve the effect of product marketing
Rate.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to embodiment or description of the prior art
Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is only of the invention some
Embodiment for those of ordinary skill in the art without any creative labor, can also be according to these
Attached drawing obtains other attached drawings.
Fig. 1 is the implementation flow chart of the Products Show method provided in an embodiment of the present invention based on integral；
Fig. 2 is the specific implementation flow chart of the Products Show method S105 provided in an embodiment of the present invention based on integral；
Fig. 3 is the specific implementation flow chart of the Products Show method A1 provided in an embodiment of the present invention based on integral；
Fig. 4 be another embodiment of the present invention provides the Products Show method based on integral implementation flow chart；
Fig. 5 is the structural block diagram of the Products Show device provided in an embodiment of the present invention based on integral；
Fig. 6 be another embodiment of the present invention provides the Products Show device based on integral structural block diagram；
Fig. 7 is the schematic diagram of server provided in an embodiment of the present invention.
Specific embodiment
In order to make the invention's purpose, features and advantages of the invention more obvious and easy to understand, below in conjunction with the present invention
Attached drawing in embodiment, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that disclosed below
Embodiment be only a part of the embodiment of the present invention, and not all embodiment.Based on the embodiments of the present invention, this field
Those of ordinary skill's all other embodiment obtained without making creative work, belongs to protection of the present invention
Range.
Fig. 1 shows the implementation process of the Products Show method provided in an embodiment of the present invention based on integral, this method stream
Journey includes step S101 to S105.The specific implementation principle of each step is as follows:
S101: operation behavior information of the monitoring users in application.
In embodiments of the present invention, server and the mobile terminal of user connect, and above-mentioned server can actively monitoring application
The account information and service condition of APP, when using the application, the above-mentioned real-time monitoring users of mobile terminal are in above-mentioned application by user
Operation behavior information, and aforesaid operations behavioural information is sent to above-mentioned server.Specifically, aforesaid operations behavior includes stepping on
Record is updated using interior task process, user information, using the browsing of interior product and purchase of the interior product of application etc..
Optionally, the operation behavior information to same user in multiple applications is monitored.Specifically, obtain user's
User's identification marking, user's identification marking based on user monitor the corresponding application of user's identification marking, and the user knows
It does not identify and corresponding believes in more than one using upper integration information and operation behavior using more than one namely monitoring users
Integral of the user in multiple applications under same group is carried out integration and summarized by breath.
S102: according to preset integral logic, the corresponding newly-increased integral of the operation behavior information is determined.
In embodiments of the present invention, the operation behavior information of user is accumulated accordingly according to preset integral logic
Point, for the newly-increased integral of user of the Information Statistics of operation behavior each time of user, specifically, can be gone according to the operation
The operation behavior information for being acquisition of information user in application, according to operation behavior information and the preset integral logic, really
Determine the newly-increased integral of user.The type of operation behavior information includes financing (purchase finance product), does shopping and (purchase in the interior store of application
Object), insurance (purchase insurance products such as), life (water rate, the electricity charge are paid in application), provide a loan, the integral logic is default
, it is integrated accordingly for evaluating user's operation.In embodiments of the present invention, for the info class of different operation behavior information
Type or account information preset different integral logics, for example, for the operation behavior information for type of managing money matters, closed loop is managed money matters year
Transaction amount, always applies to purchase the amount of money for nearly 1 year, and 2,000,000 or more, full marks 200 increase by 1 point when being greater than 0, and every 10,000 plus 1 point.
S103: if the newly-increased integral is not zero, according to the type of the operation behavior information, by the operation behavior
Information is concluded into the operation behavior information aggregate of same type.
In embodiments of the present invention, each type operations behavioural information or the corresponding integral of account information are equipped with the upper limit,
It and is not that the operation behavior information of the variation of the account information of user each time or user can be integrated.Specifically
Ground determines the corresponding newly-increased integral of the operation behavior information according to preset integral logic, whether judges the newly-increased integral
It is zero.If identifying the corresponding newly-increased integral of the operation behavior information in the preset integral logic is 0 or the operation
The corresponding integral of behavioural information has reached the upper limit, and the newly-increased integral is 0.If the newly-increased integral is not zero, obtain
The corresponding operation behavior information of the newly-increased integral is stored in same by the type of the corresponding operation behavior information of the newly-increased integral
The operation behavior information aggregate of type.Wherein, that store in the operation behavior information aggregate is all the behaviour that newly-increased integral is not 0
Make behavioural information, to statistically analyze the operation behavior of the user according to the operation behavior information aggregate.
In the operation behavior information aggregate, operation content, the operating time of the operation behavior information are also stored.
S104: the newly-increased score accumulation is recorded to the integral record of the user, the basis for obtaining the user is total
Integral.
In embodiments of the present invention, the newly-increased integral that above-mentioned mobile terminal generates the user in the application is sent
To above-mentioned server, so that integral application in of the above-mentioned server to the user carries out real-time update, and to the use
The scores accumulated in application at family carry out real-time update.Above-mentioned server receives accumulative according to the newly-increased integral real-time update
Integral.Further, the real-time accumulated integral of the user is sent to user circle with above-mentioned mobile terminal by above-mentioned server
Face, user check scores accumulated by the user interface.
S105: according to the operation behavior information aggregate of the basic total mark of the user and the user, Xiang Suoshu user
Recommended products.
In embodiments of the present invention, the basic total mark of the user refers to according to preset integral logic and user
The accumulative integral of operation behavior information.Specifically, the use is determined according to the operation behavior information in the integration operation set
Family and application mean terms purpose interbehavior.
As an embodiment of the present invention, as shown in Fig. 2, including concluding the use in the operation behavior information aggregate
The product interactive operation subclass at family and the interactive operation behavioural information using interior product, above-mentioned S105 are specifically included:
A1: counting the operation behavior information in the product interactive operation subclass, determines the use according to statistical result
The interaction temperature of product in family and the application.Interaction journey of the interactive temperature for the product in identity user and application
Degree.
A2: temperature is interacted with described according to the basic total mark, determines member's total mark of the user.Specifically,
Member's total mark can be used for the membership grade of identity user.
A3: the corresponding product of member's total mark is searched from preset product information pond and is pushed away to the user
It recommends.
Specifically, consider that user integral does not consider the individual character of user merely, be unfavorable for carrying out product marketing for member.
In the present embodiment, in conjunction with the level of interaction and basic total mark of user and the interior product of application, determine that the member of user always accumulates
Point, recommend further according to the corresponding product of member's total mark to the user, is conducive to improve the effective of product marketing
Property.
Optionally, the membership grade that the user is determined according to member's total mark, from preset product information pond
The corresponding product of the membership grade is searched to recommend to the user.
Optionally, as an embodiment of the present invention, as shown in figure 3, the specific implementation flow of the step A1 is as follows:
B1: according to the operation behavior information in the operating interactive operator set, the product of user's interaction is determined
And type of interaction corresponding with the product.The type of interaction includes browsing and purchase etc..
B2: according to the type of interaction and preset interaction coefficient table, determine the user and the product interacts system
Number.It specifically, include the mapping relations of product, type of interaction and interaction coefficient three in preset interaction coefficient table.
B3: counting the interaction times of the user Yu the product, according to the statistics interaction times and the product
Interaction coefficient calculates the interaction temperature of the product in the user and the application.Optionally, the interaction coefficient and the friendship
Mutual temperature is positively correlated, and the interaction more interactive temperature of temperature is higher, and interaction coefficient is bigger.
Optionally, the interaction times of the statistics user and the product, according to the statistics interaction times and institute
The interaction coefficient for stating product calculates the user and the interaction temperature using interior product, comprising:
(1) determines the user and the interaction temperature using interior product according to the following formula:
Wherein, HeatDegiIndicate interaction temperature,For time attenuation coefficient, ωiIndicate the product interaction coefficient of product i,
N is the interaction number of days of statistics, NumnIndicate the interaction times in n-th day with the product i.
Further, the interaction times of the statistics user and the product, according to count the interaction times and
The interaction coefficient of the product calculates the user and the interaction temperature using interior product, further includes:
C1: the user and the time interacted for the first time using the interior product are obtained.
C2: according to the interactive for the first time time and current time, obtain the user and the product interact for the first time away from
The number of days L with a distance from the current time.
C3: the time attenuation coefficient is determined apart from number of days according to described
Specifically, as L=0, the time attenuation coefficientIn embodiments of the present invention, pass through the time
Attenuation coefficient is weighted the interactive temperature, to improve the accuracy that interaction temperature calculates.
Optionally, in embodiments of the present invention, the product by user interaction is arranged from high to low by the interactive temperature
Sequence obtains the information of the interaction highest product of temperature, searches from preset product information pond and described to interact temperature highest
The associated other products are recommended the user by the information of the associated other products of product.
In the embodiment of the present invention, by operation behavior information of the monitoring users in application, according to preset integral logic,
It determines the corresponding newly-increased integral of the operation behavior information, if the newly-increased integral is not zero, is believed according to the operation behavior
Then the type of breath is concluded the operation behavior information into the operation behavior information aggregate of same type, then will be described newly-increased
Score accumulation is recorded to the integral record of the user, the basic total mark of the user is obtained, finally according to the user's
The operation behavior information aggregate of basic total mark and the user, Xiang Suoshu user's recommended products, this programme not only record use
The integral at family, but in conjunction with the operation behavior information of the integral of user and user to user's recommended products, so that the product recommended
It more meets the needs of users, the validity of Products Show can be improved, while preferably servicing user, improve the effect of product marketing
Rate.
As an embodiment of the present invention, Fig. 4 shows provided in an embodiment of the present invention a kind of including accumulated point exchanging
Products Show method based on integral, details are as follows:
S401: operation behavior information of the monitoring users in application.
S402: according to preset integral logic, the corresponding newly-increased integral of the operation behavior information is determined.
S403: if the newly-increased integral is not zero, according to the type of the operation behavior information, by the operation behavior
Information is concluded into the operation behavior information aggregate of same type.
S404: the newly-increased score accumulation is recorded to the integral record of the user, the basis for obtaining the user is total
Integral.
S405: according to the operation behavior information aggregate of the basic total mark of the user and the user, Xiang Suoshu user
Recommended products.
In the present embodiment, the specific steps of step S401 to step S405 are referring to above-described embodiment step S101 to step
S105, details are not described herein.
S406: if the basic total mark of the user reaches default integral threshold, the user is obtained in the application
The product type of interactive product.
Specifically, user can see member's total mark that oneself is obtained in the user interface of application, and can realize product
Divide and exchanges gift.In embodiments of the present invention, if the basic total mark of the user reaches default integral threshold, the use is obtained
Family the product using interior interaction product type, by the user the product using interior interaction product type
It is determined as the interested product type of the user.
S407: production identical with the product type of the product in product pond is converted by the default integral threshold is corresponding
Product conduct can convert product and recommend to the user.
Specifically, the production converted product pond and refer to the corresponding redemption products of corresponding with default integral threshold storage
Product pond.It is corresponding to convert product pond difference for different default integral thresholds.In the embodiment of the present application, from product can be converted
The identical product of product type of the product of user's interaction is selected to recommend to the user as product can be converted in pond, thus more preferably
Meet user demand, enhance user experience.
In the embodiment of the present invention, by operation behavior information of the monitoring users in application, according to preset integral logic,
It determines the corresponding newly-increased integral of the operation behavior information, if the newly-increased integral is not zero, is believed according to the operation behavior
Then the type of breath is concluded the operation behavior information into the operation behavior information aggregate of same type, then will be described newly-increased
Score accumulation is recorded to the integral record of the user, the basic total mark of the user is obtained, according to the basis of the user
The operation behavior information aggregate of total mark and the user, Xiang Suoshu user's recommended products, this programme not only record user's
Integral, but in conjunction with the operation behavior information of the integral of user and user to user's recommended products, so that the product recommended is fuller
The validity of Products Show can be improved in the demand of sufficient user, improves the efficiency of product marketing.Further, if the user
Basic total mark reaches default integral threshold, obtains the user in the product type of the product using interior interaction, by institute
State default integral threshold it is corresponding convert in product pond identical with the product type of product product as can convert product to
The user recommends, to better meet user demand, enhances user experience, preferably services user, enhances user's stickiness,
It should be understood that the size of the serial number of each step is not meant that the order of the execution order in above-described embodiment, each process
Execution sequence should be determined by its function and internal logic, the implementation process without coping with the embodiment of the present invention constitutes any limit
It is fixed.
Corresponding to the Products Show method described in foregoing embodiments based on integral, Fig. 5 shows the embodiment of the present application and mentions
The structural block diagram of the Products Show device based on integral supplied illustrates only related to the embodiment of the present application for ease of description
Part.
Referring to Fig. 5, being somebody's turn to do the Products Show device 50 based on integral includes: behavioural information monitoring unit 51, score accumulation list
Member 52, behavioural information conclude unit 53, integrate determination unit 54, Products Show unit 55, in which:
Behavioural information monitoring unit 51, for operation behavior information of the monitoring users in application；
Score accumulation unit 52, for determining that the operation behavior information is corresponding newly-increased according to preset integral logic
Integral；
Behavioural information concludes unit 53, if being not zero for the newly-increased integral, according to the operation behavior information
Type concludes the operation behavior information into the operation behavior information aggregate of same type；
Determination unit 54 being integrated, for recording the newly-increased score accumulation to the integral record of the user, obtaining institute
State the basic total mark of user；
Products Show unit 55, for according to the basic total mark of the user and the operation behavior information collection of the user
It closes, Xiang Suoshu user's recommended products.
It optionally, include concluding the user to interact behaviour using interior product with described in the operation behavior information aggregate
Make the product interactive operation subclass of behavioural information, the Products Show unit includes:
Interaction temperature determining module, for counting the operation behavior information in the product interactive operation subclass, according to
Statistical result determines the interaction temperature of the product in the user and the application；
Member's integration module determines the member of the user for interacting temperature with described according to the basic total mark
Total mark；
Products Show module, for searching the corresponding product of member's total mark from preset product information pond to institute
User is stated to recommend.
Optionally, the interactive temperature determining module includes:
Interactive information determines submodule, for according to the operation behavior information in the operating interactive operator set, really
The product of fixed user's interaction and type of interaction corresponding with the product；
Interaction coefficient determines submodule, for determining the use according to the type of interaction and preset interaction coefficient table
The interaction coefficient at family and the product；
Interaction temperature computational submodule, for counting the interaction times of the user Yu the product, according to statistics
The interaction coefficient of interaction times and the product calculates the interaction temperature of the user and the product in the application.
Optionally, the interactive temperature computational submodule includes:
Computational submodule, for determining the user and the interaction temperature using interior product according to the following formula:
Wherein, HeatDegiIndicate interaction temperature,For time attenuation coefficient, ωiIndicate the product interaction coefficient of product i,
N is the interaction number of days of statistics, NumnIndicate the interaction times in n-th day with the product i.
Optionally, the interactive temperature computational submodule further include:
Temporal information acquisition submodule, for obtain the user with it is described using the interior product interact for the first time when
Between；
Number of days computational submodule, for obtaining the user and institute according to the interactive for the first time time and current time
State current time described in the first interaction distance of product apart from number of days L；
Time attenuation coefficient determines submodule, for determining the time attenuation coefficient apart from number of days according to described
Optionally, as shown in fig. 6, the Products Show device 60 based on integral further include:
Interactive product information acquisition unit 61 obtains if the basic total mark for the user reaches default integral threshold
Take the user in the product type of the product using interior interaction；
Redemption products recommendation unit 62, for by the default integral threshold it is corresponding convert in product pond with the product
The identical product of product type recommend to the user as product can be converted.
In the embodiment of the present invention, by operation behavior information of the monitoring users in application, according to preset integral logic,
It determines the corresponding newly-increased integral of the operation behavior information, if the newly-increased integral is not zero, is believed according to the operation behavior
Then the type of breath is concluded the operation behavior information into the operation behavior information aggregate of same type, then will be described newly-increased
Score accumulation is recorded to the integral record of the user, the basic total mark of the user is obtained, finally according to the user's
The operation behavior information aggregate of basic total mark and the user, Xiang Suoshu user's recommended products, this programme not only record use
The integral at family, but in conjunction with the operation behavior information of the integral of user and user to user's recommended products, so that the product recommended
It more meets the needs of users, the validity of Products Show can be improved, while preferably servicing user, improve the effect of product marketing
Rate.
Fig. 7 is the schematic diagram for the server that one embodiment of the invention provides.As shown in fig. 7, the server 7 of the embodiment wraps
It includes: processor 70, memory 71 and being stored in the computer that can be run in the memory 71 and on the processor 70
Program 72, such as the Products Show program based on integral.The processor 70 is realized above-mentioned when executing the computer program 72
Step in each Products Show embodiment of the method based on integral, such as step 101 shown in FIG. 1 is to 105.Alternatively, described
Processor 70 realizes the function of each module/unit in above-mentioned each Installation practice, such as Fig. 5 when executing the computer program 72
The function of shown unit 51 to 55.
Illustratively, the computer program 72 can be divided into one or more module/units, it is one or
Multiple module/units are stored in the memory 71, and are executed by the processor 70, to complete the present invention.Described one
A or multiple module/units can be the series of computation machine program instruction section that can complete specific function, which is used for
Implementation procedure of the computer program 72 in the server 7 is described.
The server 7 can be desktop PC, notebook, palm PC and cloud server etc. and calculate equipment.
The server may include, but be not limited only to, processor 70, memory 71.It will be understood by those skilled in the art that Fig. 7 is only
It is the example of server 7, does not constitute the restriction to server 7, may include than illustrating more or fewer components or group
Close certain components or different components, for example, the server can also include input-output equipment, network access equipment,
Bus etc..
The processor 70 can be central processing unit (Central Processing Unit, CPU), can also be
Other general processors, digital signal processor (Digital Signal Processor, DSP), specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor
Deng.
The memory 71 can be the internal storage unit of the server 7, such as the hard disk or memory of server 7.
The memory 71 is also possible to the External memory equipment of the server 7, such as the plug-in type being equipped on the server 7 is hard
Disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card, flash card
(Flash Card) etc..Further, the memory 71 can also both include the internal storage unit of the server 7 or wrap
Include External memory equipment.The memory 71 is for other programs needed for storing the computer program and the server
And data.The memory 71 can be also used for temporarily storing the data that has exported or will export.
It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of software functional units.
If the integrated module/unit be realized in the form of SFU software functional unit and as independent product sale or
In use, can store in a computer readable storage medium.Based on this understanding, the present invention realizes above-mentioned implementation
All or part of the process in example method, can also instruct relevant hardware to complete, the meter by computer program
Calculation machine program can be stored in a computer readable storage medium, the computer program when being executed by processor, it can be achieved that on
The step of stating each embodiment of the method.Wherein, the computer program includes computer program code, the computer program generation
Code can be source code form, object identification code form, executable file or certain intermediate forms etc..The computer-readable medium
It may include: any entity or device, recording medium, USB flash disk, mobile hard disk, magnetic that can carry the computer program code
Dish, CD, computer storage, read-only memory (ROM, Read-Only Memory), random access memory (RAM,
Random Access Memory), electric carrier signal, telecommunication signal and software distribution medium etc..It should be noted that described
The content that computer-readable medium includes can carry out increasing appropriate according to the requirement made laws in jurisdiction with patent practice
Subtract, such as does not include electric carrier signal and electricity according to legislation and patent practice, computer-readable medium in certain jurisdictions
Believe signal.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations；Although referring to aforementioned reality
Applying example, invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each
Technical solution documented by embodiment is modified or equivalent replacement of some of the technical features；And these are modified
Or replacement, the spirit and scope for technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution should all
It is included within protection scope of the present invention.
Claims (10)
1. a kind of Products Show method based on integral characterized by comprising
Operation behavior information of the monitoring users in application；
According to preset integral logic, the corresponding newly-increased integral of the operation behavior information is determined；
If the newly-increased integral is not zero, according to the type of the operation behavior information, the operation behavior information is concluded
Into the operation behavior information aggregate of same type；
The newly-increased score accumulation is recorded to the integral record of the user, the basic total mark of the user is obtained；
According to the operation behavior information aggregate of the basic total mark of the user and the user, Xiang Suoshu user's recommended products.
2. the Products Show method according to claim 1 based on integral, which is characterized in that the operation behavior information collection
It include the product interactive operation subclass for concluding the user and the interactive operation behavioural information using interior product, institute in conjunction
State the basic total mark according to the user and the operation behavior information aggregate of the user, Xiang Suoshu user's recommended products, packet
It includes:
Count the operation behavior information in the product interactive operation subclass, according to statistical result determine the user with it is described
The interaction temperature of product in；
Temperature is interacted with described according to the basic total mark, determines member's total mark of the user；
The corresponding product of member's total mark is searched from preset product information pond to recommend to the user.
3. the Products Show method according to claim 2 based on integral, which is characterized in that the statistics product is handed over
Operation behavior information in interoperability subclass, the interaction of the product in the user and the application is determined according to statistical result
Temperature, comprising:
According to the operation behavior information in the operating interactive operator set, determine user's interaction product and with institute
State the corresponding type of interaction of product；
According to the type of interaction and preset interaction coefficient table, the interaction coefficient of the user Yu the product are determined；
The interaction times for counting the user Yu the product, according to the interaction coefficient for counting the interaction times and the product
Calculate the interaction temperature of the product in the user and the application.
4. the Products Show method according to claim 3 based on integral, which is characterized in that the statistics user with
The interaction times of the product, according to count the interaction coefficient calculating users of the interaction times and the product with it is described
Using the interaction temperature of interior product, comprising:
The user and the interaction temperature using interior product are determined according to the following formula:
Wherein, HeatDegiIndicate interaction temperature,For time attenuation coefficient, ωiIndicate that the product interaction coefficient of product i, N are
The interaction number of days of statistics, NumnIndicate the interaction times in n-th day with the product i.
5. the Products Show method according to claim 4 based on integral, which is characterized in that the statistics user with
The interaction times of the product, according to count the interaction coefficient calculating users of the interaction times and the product with it is described
Using the interaction temperature of interior product, further includes:
Obtain the user and the time interacted for the first time using the interior product；
According to the interactive for the first time time and current time, obtain described in the user and the first interaction distance of the product when
The preceding time apart from number of days L；
The time attenuation coefficient is determined apart from number of days according to described
6. the Products Show method according to any one of claims 1 to 5 based on integral, which is characterized in that described to be based on
The Products Show method of integral further include:
If the basic total mark of the user reaches default integral threshold, the user is obtained in the product using interior interaction
Product type；
Product identical with the product type of the product is converted in product pond as can using the default integral threshold is corresponding
Product is converted to recommend to the user.
7. a kind of Products Show device based on integral, which is characterized in that the Products Show device based on integral includes:
Behavioural information monitoring unit, for operation behavior information of the monitoring users in application；
Score accumulation unit, for determining the corresponding newly-increased integral of the operation behavior information according to preset integral logic；
Behavioural information concludes unit,, will according to the type of the operation behavior information if being not zero for the newly-increased integral
The operation behavior information is concluded into the operation behavior information aggregate of same type；
Determination unit being integrated, for recording the newly-increased score accumulation to the integral record of the user, obtaining the user
Basic total mark；
Products Show unit, for the operation behavior information aggregate according to the basic total mark of the user and the user, to
User's recommended products.
8. the Products Show device according to claim 7 based on integral, which is characterized in that the product based on integral
Recommendation apparatus further include:
Interactive product information acquisition unit, if the basic total mark for the user reaches default integral threshold, described in acquisition
Product type of the user in the product using interior interaction；
Redemption products recommendation unit, for by the corresponding product converted in product pond with the product of the default integral threshold
The identical product conduct of type can convert product and recommend to the user.
9. a kind of computer readable storage medium, the computer-readable recording medium storage has computer program, and feature exists
In product of the realization as described in any one of claims 1 to 6 based on integral pushes away when the computer program is executed by processor
The step of recommending method.
10. a kind of server, including memory, processor and storage can transport in the memory and on the processor
Capable computer program, which is characterized in that the processor is realized when executing the computer program as in claim 1 to 6
The step of Products Show method described in any one based on integral.
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Application publication date: 20190604 |