CN108335159A - Projects combo recommends method and system - Google Patents
Projects combo recommends method and system Download PDFInfo
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- CN108335159A CN108335159A CN201710041320.5A CN201710041320A CN108335159A CN 108335159 A CN108335159 A CN 108335159A CN 201710041320 A CN201710041320 A CN 201710041320A CN 108335159 A CN108335159 A CN 108335159A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0631—Item recommendations
Abstract
The invention discloses a kind of projects combos to recommend method and grouping of commodities commending system.This method includes：Recommendation step, for recommending the first item comprising the first item and at least one second item related with the first item to combine to the user selection of first item according to the user of acquisition；And combination step, for from each feature change value of project within a predetermined period of time in the first item combination is obtained in property data base, generating the first item and combining the assemblage characteristic change value in the predetermined amount of time.Range and convenience that user obtains relevant information are promoted as a result,.
Description
Technical field
The present invention relates to information technology field, more particularly to a kind of projects combo recommends method and grouping of commodities to recommend system
System.
Background technology
In the modern society of information explosion, the accuracy and convenience of acquisition of information become ever more important.According to user couple
The selection of specific project, existing recommendation service are often only capable of providing single dimensional information related with the specific project, for example,
The relationship etc. of the relevant information of the project itself, the project and sundry item.User needs voluntarily to be provided according to recommendation service
Information further carry out information excavating.This process is typically time-consuming and inefficient.
Therefore, it is necessary to a kind of technical solutions that can optimize user information acquisition.
Invention content
The object of the present invention is to provide a kind of projects combo suggested design, selection that can be according to user to a certain project,
Recommend associated projects combo for user, and generate corresponding assemblage characteristic change value, relevant information is obtained to promote user
Range and convenience.Said program is particularly suitable for grouping of commodities recommendation, is provided as user and associated articles group is recommended to merge offer
The feature transition information of combination, for example, pricing information, can prompt user to buy in due course, to facilitate user's purchase
Potential consumption has been pulled while object, realizes the two-win of user and retailer.
According to an aspect of the invention, there is provided a kind of projects combo recommendation method, this method may include：Recommend step
Suddenly, the selection of first item can be recommended to user comprising first item and related with first item according to the user of acquisition
At least one second item first item combination；And combination step, first item can be obtained from property data base
The feature change value of each project within a predetermined period of time in combination generates the combination of first item combination within a predetermined period of time
Feature change value.
User is only by the transition information for selecting single project that can conveniently know associated item group, optimization as a result,
The information acquiring pattern of user and the range for improving acquisition of information.
Preferably, recommendation step can also recommend multiple first item combinations to user, and multiple first item combinations are each other
Including project it is not exactly the same, thus enrich user selection.In addition, combination step can be also used for：It voluntarily generates multiple
The assemblage characteristic change value of each first item combination within a predetermined period of time in first item combination；Or according to user couple
The selection of specific first item combination in multiple first item combinations, generates the group of first item combination within a predetermined period of time
Close feature change value.More particularly suitable recommendation form can be selected according to concrete application scene in this way, to facilitate the behaviour of user
Make.
Preferably, recommendation step is also based on a variety of situations to recommend first item to combine, for example, server end can be with
It is stored with project Groups List, recommendation step can be recommended according to the project team comprising first item in list.For another example pushing away
The projects combo of recommendation can also be generated based on project team's historical data stored in project database etc. by recommending step.Project team
Historical data can be directed at least one of following：User select first item belonging to first instance include in project database
Project team's historical data of first item；First platform belonging to first instance includes the project of first item in project database
Group historical data；And all platforms including first item include project team's history number of first item in project database
According to.Thus, it is possible to which user is facilitated to select to provide the dimension (entity, platform or cross-platform) of combined recommendation, more pasted to provide
Share the recommendation service of family needs.
Preferably, project can be commodity, and feature can be price, and predetermined amount of time can be from current time to
The period of preceding backtracking scheduled duration.Combination step can be also used for from obtaining each in the first grouping of commodities in Pricedata
The price change value in multiple network platforms, generation are directed to the multiple of multiple network platforms to commodity respectively within a predetermined period of time
Package price change value.This makes it possible to recommend the merging of associated articles group to provide package price for user according to particular commodity to change
Information facilitates user to know more comprehensively pricing information, thus drives potential consumption.
Preferably, combination step can be also used for from each commodity is obtained in the first grouping of commodities in Pricedata pre-
Price change value in section of fixing time in multiple network platforms, the minimum total price for generating the first grouping of commodities combine change value,
The multiple package price change values for being directed to the multiple network platform respectively can also be generated.Thus it has provided to the user convenient
The flexibility ratio of selection is carried out between low price.
Preferably, this method can also include：Step is bought, the selection according to the first grouping of commodities of user couple is used for,
The entrance for buying all commodity in the first grouping of commodities is provided on the same page, as a result, convenient user's purchase.
According to another aspect of the present invention, a kind of projects combo recommendation method is additionally provided, including：Recommend to show step,
For being shown to user comprising first item and related with first item to the selection of first item according to the user of acquisition
The recommendation of the first item combination of at least one second item；And combination shows step, for showing first item to user
Combination assemblage characteristic change value within a predetermined period of time, wherein assemblage characteristic change value are servers according to from property data base
It is middle to obtain the feature change value within a predetermined period of time of each project in first item combination and generate.
Preferably, project can be commodity, and feature can be price, and predetermined amount of time can be from current time to
The period of preceding backtracking scheduled duration.This method can also include：Entrance shows step, for according to user couple the first commodity group
The selection of conjunction, entrance of the display for buying all commodity in the first grouping of commodities on the same page.
According to another aspect of the invention, additionally provide a kind of grouping of commodities commending system, including server, database and
Client, wherein database is used to receive the selection of the first commodity of user couple for storing item price removal data, client
And display server recommendation and server be used for：According to the selection of the first commodity of user couple obtained from client to
User recommends the first grouping of commodities comprising the first commodity and at least one second commodity related with the first commodity；And from
The price change value of each commodity within a predetermined period of time in the first grouping of commodities is obtained in database, generates the first grouping of commodities
Package price change value within a predetermined period of time.
The projects combo suggested design of the present invention can recommend associated item group according only to the simple selection of user to user
Conjunction and assemblage characteristic change value, thus extend the range of the acquisition information of user and improve the efficiency of acquisition of information.On
The scheme of stating is particularly suitable for the goods of joint rate of exchange, changes table by providing goods of joint and total price, can prompt user in due course
It is bought, to pull potential consumption while facilitating user's shopping, realizes the two-win of user and retailer.
Description of the drawings
Disclosure illustrative embodiments are described in more detail in conjunction with the accompanying drawings, the disclosure above-mentioned and its
Its purpose, feature and advantage will be apparent, wherein in disclosure illustrative embodiments, identical reference label
Typically represent same parts.
Fig. 1 shows the schematic diagram of projects combo commending system according to an embodiment of the invention.
Fig. 2 shows the flow charts that projects combo according to an embodiment of the invention recommends method.
Projects combo according to another embodiment of the present invention shown in Fig. 3 recommends the flow chart of method.
Fig. 4 shows the example of commodity the whole network rate of exchange in the prior art.
Fig. 5 shows the example of commodity price trend graph in the prior art.
Fig. 6 shows the schematic diagram of grouping of commodities commending system according to an embodiment of the invention.
Fig. 7 shows the application examples of the grouping of commodities commending system of Fig. 6.
Specific implementation mode
The preferred embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing the disclosure in attached drawing
Preferred embodiment, however, it is to be appreciated that may be realized in various forms the disclosure without the embodiment party that should be illustrated here
Formula is limited.On the contrary, these embodiments are provided so that the disclosure is more thorough and complete, and can be by the disclosure
Range is completely communicated to those skilled in the art.
Social now, efficiently and the convenient information that obtains becomes ever more important.In order to promote the range that user obtains information
And convenience, need excavate user potential intention, using technological means to information carry out reasonably screen and process, and to
Family provides information that breadth and depth is all expanded, more meeting the potential intention of user.The present invention proposes a kind of item as a result,
Mesh recommends combined method and system.
Fig. 1 shows the schematic diagram of projects combo commending system according to an embodiment of the invention.
As shown in Figure 1, the projects combo commending system 100 may include client 110, server 120 and database
130。
System 100 may include multiple client 110 (10-1,10-1 ... 10-N ...).Client can be smart phone,
The mobile computing devices such as notebook computer can also be that desktop computer etc. fixes computing device.
Herein, client 110 can allow for user to inquire, and can return and show query result
Any suitable computing device.In one embodiment, the client 110 in system 100 can via network 140 realize with
The information transmit-receive of server 120.Server 120 can obtain the content needed for client 110 by accessing database 130.
Network 140 can be sensu lato network transmitted for information, may include one or more communication networks, such as channel radio
Communication network, internet, private domain net, LAN, Metropolitan Area Network (MAN), wide area network or cellular data network etc..
It should be noted that if adding into diagram system or removing add-on module from diagram, it will not change the present invention's
The underlying concept of example embodiment.In addition, though being shown in figure for convenience of explanation from database 130 to server
120 four-headed arrow, it will be appreciated by those skilled in the art that the transmitting-receiving of above-mentioned data is also can be by network 140
It realizes.
In one embodiment, client 110 can send selection of its user to specific project, clothes to server 120
Business device 120 can be recommended to include the specific project and at least one other project related with the project according to selection to user
Projects combo.Be stored in database 130 with the relevant characteristic of each project, when server 120 can read specific
Between characteristic in section, correspondingly generate the assemblage characteristic change value of projects combo, and provide it to client 110.
Specifically, projects combo commending system can realize corresponding projects combo by server end and/or client
Recommendation method.The method flow diagram of Fig. 2 to Fig. 3 will be combined to be described in detail as follows.
Fig. 2 shows projects combos according to an embodiment of the invention to recommend method, and this method can be by the clothes in Fig. 1 systems
Business device 120 is realized.As shown in Fig. 2, in recommendation step S210, the selection according to the user of acquisition to first item is pushed away to user
The first item comprising first item and at least one second item related with first item is recommended to combine.Then walked in combination
Rapid S220, each project in first item combination that can be obtained from property data base (for example, database 120 shown in Fig. 1) exist
Feature change value in predetermined amount of time generates the assemblage characteristic change value of first item combination within a predetermined period of time.
Herein, the source of first item and one or more second item may be the same or different.When not depositing
In second item related with first item, only first item and its relevant information can be recommended to user.When with first item
When the related second item of mesh is more, recommended project threshold value can also be set, and chooses the higher second item of correlation and enters
Combination.In addition, it is to be understood that " first " and " second " herein is only used for distinguishing, rather than imply specific suitable
Sequence or order cause to limit to the present invention in any way.
Server for example via network obtain user selection after, can according to it is certain rule or algorithm come obtain with
The related second item of first item, and it is recommended to user in combination, thus promote the range of feedback information.
In one embodiment, server can safeguard a project Groups List in its own or linked database.The project team arranges
Table can be the list by the projects combo of ad hoc rules associated storage.It can be according to the same or similar automatic progress of certain generic attribute
Item association stores, and can also be associated according to big data and/or artificial writing etc..For example, in science and technology or technical information
In search, the keyword A that can be selected or input according to user recommends under for example same technical theme to include closing for user
The crucial phrase of keyword A and other keywords.And in commercial articles searching, it can be according to the commodity A that user selects come Recommendations
Combination,
The recommendation of projects combo can also be generated based on project team's historical data stored in project database etc..Project
Group historical data can refer to the item association data in specific time period, and database can be updated periodically related projects
Above-mentioned relevance data, to provide the historical data to timely update for server.Project team's historical data may include user
First instance belonging to selection first item includes project team's historical data of first item, including first in project database
First platform belonging to entity includes project team's historical data of first item in project database, or including first item
All platforms include project team's historical data etc. of first item in project database.
Herein, entity can be the author of scientific and technical literature, the school etc. belonging to author；In the case of commercial product recommending,
It can be extensive stock shop, include the online logging data of on-line shop or solid shop/brick and mortar store.Platform can be for providing information
Major network platform, for example, it may be all places document databse or Google's academics search etc., can also be major network electric business
Platform, for example, Taobao, Jingdone district, Suning easily purchase etc..It can according to the user's choice or other criterion determine historical data
Acquisition range, thus, it is possible to ensure projects combo with more particularly suitable combined recommendation dimension (entity, platform or cross-platform)
The accurate delivery of information.
It can be used for indicating project characteristic or multiple characteristics in the feature involved in combination step S220.For example, with specific master
The temperature of the theme can be characterized by inscribing relevant article number, and price related with particular commodity then can largely determine use
Whether buy at family.According to the difference of feature, these features can change, can also remain unchanged within a certain period of time.
Property data base can be the database 130 or part of it of system shown in Figure 1.Server can be from corresponding
Property data base in obtain the feature change value of each project within a predetermined period of time.Predetermined amount of time can be system default
, can also be what user selected, such as one week, one month, half a year or other suitable length.It is direct by combination step
The assemblage characteristic change value of generation, user can obtain the feature changed over time about institute's recommended project composite entity easily,
To provide more full and accurate information to the user.Said combination feature is such as the graph representation by curve graph, thus further
User is facilitated intuitively to obtain information
Having multiple associated second item or first item for first item, there are many matched combineds with second item
Etc. complex situations can recommend multiple first items to user in the recommendation step of step S210 to enrich the selection of user
Combination, the project that multiple first item combinations include each other are not exactly the same.Correspondingly in combination step S220, server can
Voluntarily to generate the assemblage characteristic change value of each first item combination within a predetermined period of time in multiple first item combinations,
With for reference；The selection of specific first item combination in can also being combined to multiple first items according to user, generating should
The assemblage characteristic change value of first item combination within a predetermined period of time.In such manner, it is possible to according to specific application scenarios, selection is more
It thus presents in resources effective utilization and information and is put down on convenience to facilitate the operation of user for the suitable way of recommendation
Weighing apparatus.
So far, it is described in detail in conjunction with Fig. 2 and method is recommended by the projects combo that server is realized.
Fig. 3 shows that projects combo according to an embodiment of the invention recommends the client of method to realize.As shown in figure 3,
Recommending to show step S310, the selection of first item show to user according to the user of acquisition include first item and with
The recommendation of the first item combination of the related at least one second item of first item.Step S320 is shown in combination, to user
Show first item combination assemblage characteristic change value within a predetermined period of time, wherein assemblage characteristic change value be server according to
It generates from obtaining the feature change value within a predetermined period of time of each project in first item combination in property data base.
Client can have display screen, can be touch screen, and user can be by touch screen, mouse or other are defeated
Enter output device input or selection first item.First item combination in multiple projects can be shown by the form of list,
User can also allow for carry out secondary or multiple screening to each project in combination.Assemblage characteristic change value may be displayed on row
Table or show screen top or bottom, or when the user clicks or hovering mouse when show.Detailed process may refer to Fig. 2's
Associated description.Details are not described herein
So far, the projects combo for the present invention being described in detail in conjunction with Fig. 1 to Fig. 3 recommends method and system.The present invention's pushes away
The scheme of recommending can greatly facilitate the information excavating for user, be particularly suitable for the combined recommendation of commodity.It is with commodity below
Example illustrates the combined recommendation scheme of the present invention.
With universal and electric business the development of Internet technology, shopping online has become rapid growth.In the prior art, it is
Facilitate user that can buy the commodity admired with most favorable price, be proposed some rate of exchange products, as rate of exchange plug-in unit, the rate of exchange are soft
Part, rate of exchange application (APP) etc..But the rate of exchange function spininess of existing rate of exchange product is searched to some, clicks or similar recommendation
Single product the whole network rate of exchange and upward price trend, the alignment schemes of the whole network rate of exchange as shown in Figure 4, user use carry rate of exchange plug-in unit
Browser when searching for certain commodity in certain electric business website, as long as falling on the picture of web site commodity or clicking " minimum mouse
Valence ", can show the commodity other websites price.Upward price trend rate of exchange scheme as shown in Figure 5, user is in commodity page point
The upward price trend of the commodity can be shown by hitting " rise in price ", and user is allowed to select the suitable purchase opportunity of the commodity.In this way, in the presence of
Induction user is only concerned about the risk of the lowest price and purchase cost performance of list product, leads to place an order rate and the visitor's unit price reduction of commodity.
Also, user cannot expect the other commodity for needing to buy in time in the single product of search, need to be alerted.In user
Wish to need to operate repeatedly when the multiple commodity of group purchase, the price of each single product is checked in search, is voluntarily calculated and comparison combination
The cost performance of purchase reduces user experience.
In view of this, the above-mentioned projects combo suggested design of the present invention is particularly suitable for the recommendation of grouping of commodities, Ke Yigen
According to the particular commodity that user selects, recommends the merging of associated articles group to provide package price transition information for user, user is facilitated to obtain
Know more comprehensively pricing information, thus drives potential consumption.
Fig. 6 shows grouping of commodities commending system according to an embodiment of the invention.It is identical shown in Fig. 1, quotient shown in fig. 6
Product combined recommendation system 600 may include client 610, server 620 and database 630.Wherein, client 610 and service
Device 620 can realize that data interaction, client 610 can receive the selection of the first commodity of user couple and show by network 640
Show the recommendation of server 620.Database 630 can be used for storing item price removal data.
Server 620 can be recommended according to the selections of the first commodity of user couple obtained from client 610 to user
First grouping of commodities of the first commodity and at least one second commodity related with the first commodity.Server 620 can also be from
The price change value of each commodity within a predetermined period of time in the first grouping of commodities is obtained in database 630, generates the first commodity
The package price change value of combination within a predetermined period of time.
Grouping of commodities commending system 600 shown in fig. 6 is equally applicable to Fig. 2 and projects combo shown in Fig. 3 recommends method.
Herein, project can be commodity, and feature can be price, and predetermined amount of time can be pre- from current time forward trace
The timing long period.The assemblage characteristic variation of projects combo refers to the grouping of commodities rate of exchange, and entity can be businessman, and platform can be with
It is the network platform.
At this point, in recommendation step, can be recommended to user comprising the according to the selections of the first commodity of user couple of acquisition
First grouping of commodities of one commodity and at least one second commodity related with the first commodity.Wherein it is possible to according to input
The type of commodity sells the historical data of other commodity while either the attribute of commodity itself or businessman sell this commodity,
It is sold while either selling this commodity in the network platform and sells this in the historical data or multiple network platforms of other commodity
The historical data etc. that other commodity are sold while commodity, determines whether there is the scheme of combined sale, recommends first to user
Grouping of commodities.
It, can be from each commodity be obtained in the first grouping of commodities in Pricedata in predetermined amount of time in combination step
Price change value in inherent multiple network platforms generates the multiple package price change values for being directed to multiple network platforms respectively.
Specifically, it is assumed that the commodity in the first grouping of commodities to be obtained include TV, television stand and X-Box, Ke Yicong
Each commodity are obtained in Pricedata in multiple network platforms (for example, day cat store, Jingdone district store, Suning easily purchase etc.)
Price change value generates multiple package price change values of corresponding heterogeneous networks platform, as the package price on day cat store becomes
Dynamic value etc..User can select the highest network platform of cost performance and the first quotient from multiple package price change values as a result,
Product combine.
In real life, the sale of commodity be complicated, different platform or different businessmans for same commodity or
Different commodity may formulate different sale schemes.For example, some commodity need buyer to undertake freight charges, or the commodity sheet having
The full deactivation of body is dynamic, or across the shop discount coupon etc. that the platform having provides during festive events.And hence it is also possible to generating
When multiple package price change values, freight charges or discount coupon of commodity etc. are considered, to generate for specific merchant or platform
Package price change value.
In addition, if only provide the first grouping of commodities identical platform package price change value, in some cases not
The grouping of commodities of the best price/performance ratio can be provided to the user.For example, the TV, television stand and X-Box etc. in grouping of commodities are distinguished
There is its lowest price in different platforms or businessman, and the difference of its each platform or businessman's package price is smaller, can not be
User provides maximum preferential.At this time, it may be necessary to consider grouping of commodities cross-platform or across shop.Therefore, combination step can also be used
In from obtaining in the first grouping of commodities each commodity valence in multiple network platforms within a predetermined period of time in Pricedata
Lattice change value, the minimum total price for generating the first grouping of commodities combine change value.
Here combination can be cross-platform or across shop, that is, obtain price of each commodity in multiple network platforms
After change value, according to lowest price of the current time each commodity in multiple network platforms, the first grouping of commodities is generated most
Low total price combines change value.For example, TV+television stand+X-Box combinations, can be TV price+Taobao shop B of day cat shop A
The X-Box prices in television stand price+Jingdone district.In this way, minimum total price combination change value can be provided to the user directly.It generates minimum
It is also contemplated that the freight charges of commodity or the general discount coupon etc. of platform when total price combines change value.User can be in side as a result,
Just it is neatly selected between low price.
It can also include purchase step that grouping of commodities, which recommends method, i.e., server is according to the choosing of the first grouping of commodities of user couple
It selects, the entrance for buying all commodity in the first grouping of commodities is provided on the same page.Correspondingly, it is realized at client
Method can also include entrance show step, i.e., for the selection according to the first grouping of commodities of user couple.User can be with as a result,
The corresponding commodity page is directly entered via each entrance respectively and buys commodity, thus greatly facilitate the purchase of user.
【Application examples】
It is illustrated by taking the grouping of commodities suggested design shown in Fig. 7 realized by server and client side as an example, it is specific real
Existing flow is as follows：
1. in step S710, user selects or inputs some commodity list product in client.
2. in step S720, server with certain proposed algorithm, is judged whether to user according to the user's choice
Recommendations combine, if judging result is otherwise to enter step S730, if the determination result is YES enter step S750.
3. in step S730, there is no the groupings of commodities recommended, and enter step S740；In step S740, client to
User shows the upward price trend and/or the whole network comparison result of the commodity.
4. in step S750, there are the groupings of commodities of the possibility of recommendation consumption, enter step S760- steps S790.
5. in step S760, the grouping of commodities situation recommending to consume by server.
6. in step S770, shows the grouping of commodities situation recommended from client to user, user is allowed to select.
7. in step S780, server from each commodity obtained in Pricedata in combination within a predetermined period of time
Price data, and generate grouping of commodities total price data.
8. in step S790, by the valence of the upward price trend of each commodity in client display combination, and combination total price
Lattice trend.
User can be directly viewable the price change information of commodity or grouping of commodities as a result, easily know more fully
Pricing information, greatly improve the convenience that user uses and potential consumption can be driven.
Projects combo according to the present invention above, which is described in detail, by reference to attached drawing recommends method and grouping of commodities to push away
Recommend system.By means of the invention it is possible to which the selection according to user to a certain project, recommends associated projects combo, and raw for user
At corresponding assemblage characteristic change value, to promote the range and convenience that user obtains relevant information.The program is particularly suitable for
Grouping of commodities is recommended, and is provided as user and associated articles group is recommended to merge the feature transition information for providing combination, for example, price is believed
Breath, can prompt user to buy in due course, to pull potential consumption while facilitating user's shopping, realize use
The two-win at family and retailer.
In addition, being also implemented as a kind of computer program according to the method for the present invention, which includes being used for
Execute the computer program code instruction of the above steps limited in the above method of the present invention.Alternatively, according to the present invention
Method is also implemented as a kind of computer program product, which includes computer-readable medium, in the meter
The computer program for the above-mentioned function of being limited in the above method for executing the present invention is stored on calculation machine readable medium.Ability
Field technique personnel will also understand is that, various illustrative logical blocks, module, circuit and algorithm in conjunction with described in disclosure herein
Step may be implemented as the combination of electronic hardware, computer software or both.
Flow chart and block diagram in attached drawing show that the possibility of the system and method for multiple embodiments according to the present invention is real
Existing architecture, function and operation.In this regard, each box in flowchart or block diagram can represent module, a journey
A part for sequence section or code, the part of the module, section or code include one or more for realizing defined
The executable instruction of logic function.It should also be noted that in some implementations as replacements, the function of being marked in box also may be used
With to occur different from the sequence marked in attached drawing.For example, two continuous boxes can essentially be basically executed in parallel,
They can also be executed in the opposite order sometimes, this is depended on the functions involved.It is also noted that block diagram and/or stream
The combination of each box in journey figure and the box in block diagram and or flow chart can use functions or operations as defined in executing
Dedicated hardware based system realize, or can realize using a combination of dedicated hardware and computer instructions.
Various embodiments of the present invention are described above, above description is exemplary, and non-exclusive, and
It is not limited to disclosed each embodiment.Without departing from the scope and spirit of illustrated each embodiment, for this skill
Many modifications and changes will be apparent from for the those of ordinary skill in art field.The selection of term used herein, purport
In the principle, practical application or improvement to the technology in market for best explaining each embodiment, or make the art
Other those of ordinary skill can understand each embodiment disclosed herein.
Claims (10)
1. a kind of projects combo recommends method, including：
Recommendation step, for recommending to include the first item to the user to the selection of first item according to the user of acquisition
And the first item of at least one second item related with the first item combines；And
Combination step, for from obtaining each project in first item combination in property data base within a predetermined period of time
Feature change value generates the first item and combines the assemblage characteristic change value in the predetermined amount of time.
2. the method for claim 1, wherein the recommendation step is used to recommend multiple first item groups to the user
It closes, the project that the multiple first item combination includes each other is not exactly the same；And
The combination step is used for：
It voluntarily generates each first item in the multiple first item combination and combines the combination in the predetermined amount of time
Feature change value；Or
The selection of specific first item combination, generates first item combination in being combined to the multiple first item according to user
Assemblage characteristic change value in the predetermined amount of time.
3. the method for claim 1, wherein the recommendation step is based at least one of following recommendation first item
Combination：
The project Groups List of server end storage；And
The project team's historical data stored in project database；
Wherein, project team's historical data is at least one of following：
User selects the first instance belonging to the first item to include the project team of the first item in project database
Historical data；
First platform belonging to the first instance includes project team's history number of the first item in the project database
According to；And
All platforms including the first item include project team's history of the first item in the project database
Data.
4. the method for claim 1, wherein the project is commodity, described to be characterized in price, and the pre- timing
Between section be period from current time forward trace scheduled duration.
5. method as claimed in claim 4, wherein the combination step from Pricedata for obtaining first quotient
The price change value in multiple network platforms, generation are directed to described more each commodity respectively within a predetermined period of time in product combination
Multiple package price change values of a network platform.
6. method as claimed in claim 5, wherein the combination step from Pricedata for obtaining first quotient
Each commodity price change value in multiple network platforms within a predetermined period of time in product combination, generates the first commodity group
The minimum total price closed combines change value.
7. the method as described in any one of claim 4-6, further includes：
Step is bought, for selection according to user to first grouping of commodities, is provided on the same page for buying the
The entrance of all commodity in one grouping of commodities.
8. a kind of projects combo recommends method, including：
Recommend to show step, for showing to include described first to the user to the selection of first item according to the user of acquisition
The recommendation that the first item of project and at least one second item related with the first item combines；And
Combination shows step, for showing that assemblage characteristic of the first item combination in the predetermined amount of time becomes to user
Dynamic value, wherein the assemblage characteristic change value is server according to from being obtained in property data base in the first item combination often
A project feature change value within a predetermined period of time and generate.
9. method as claimed in claim 8, the project is commodity, described to be characterized in price, and the predetermined amount of time
It is the period from current time forward trace scheduled duration；And
The method further includes：
Entrance shows step, and for the selection according to user to first grouping of commodities, display is for purchasing on the same page
Buy the entrance of all commodity in the first grouping of commodities.
10. a kind of grouping of commodities commending system, including server, database and client, wherein the database is for storing
Item price removal data, the client are used to receive the selection of the first commodity of user couple and the recommendation of display server,
And
The server is used for：
Recommend to include first commodity to the user according to the selection of the first commodity of user couple obtained from the client
And the first grouping of commodities of at least one second commodity related with first commodity；And
The each price change value of commodity within a predetermined period of time in first grouping of commodities is obtained from the database, it is raw
At package price change value of first grouping of commodities in the predetermined amount of time.
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| CN201710041320.5A CN108335159A (en) | 2017-01-20 | 2017-01-20 | Projects combo recommends method and system |
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| CN201710041320.5A CN108335159A (en) | 2017-01-20 | 2017-01-20 | Projects combo recommends method and system |
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