CN103905971B - A kind of method and device for recommending traffic set meal - Google Patents
A kind of method and device for recommending traffic set meal Download PDFInfo
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- CN103905971B CN103905971B CN201410117813.9A CN201410117813A CN103905971B CN 103905971 B CN103905971 B CN 103905971B CN 201410117813 A CN201410117813 A CN 201410117813A CN 103905971 B CN103905971 B CN 103905971B
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Abstract
The embodiment of the invention discloses a kind of method for recommending traffic set meal, including：Determine that there is the application program of communication function in terminal；Obtain the use information of the application program in preset time period;Analyze the use information of the application program；According to the result of the analysis, determine that user is accustomed to analogue data；It is that user recommends traffic set meal to be accustomed to analogue data according to the user.Using the present invention, can accurate simulation user use habit, and recommend relatively reasonable traffic set meal for user.
Description
Technical field
The present invention relates to the communications field, more particularly to a kind of method and device for recommending traffic set meal.
Background technology
Operator generally releases a variety of traffic set meals, and user can be selected according to the actual demand of oneself, can also
Selected according to recommendation information.Prior art is by monitoring the short message sending amount of user, the dealing duration of call and flow
Usage amount speculates the use habit of user, selects from a variety of traffic set meals the relatively low set meal of consumption and recommends user.
Nowadays, with the popularization of mobile terminal, the mode of users' mutually transmission information has been not limited to traditional short
Letter, talking mode, therefore, speculated by monitoring the usage amount of the short message sending amount of user, the dealing duration of call and flow
The mode of user's use habit is not accurate enough so that recommend user traffic set meal and user need set meal deviation it is larger.
The content of the invention
The embodiments of the invention provide it is a kind of recommend traffic set meal method and device, can accurate simulation user use practise
It is used, and recommend relatively reasonable traffic set meal for user.
In order to solve the above-mentioned technical problem, first aspect of the embodiment of the present invention provides a kind of side for recommending traffic set meal
Method, methods described include：
Determine that there is the application program of communication function in terminal；
Obtain the use information of the application program in preset time period;
The use information of the application program is analyzed, obtains the result of analysis；
According to the result of the analysis, determine that user is accustomed to analogue data；
It is that user recommends traffic set meal to be accustomed to analogue data according to the user.
With reference in a first aspect, in the first possible implementation of first aspect, making for the application program is analyzed
With information, obtaining the result of analysis includes：
The use information of the application program is filtered according to preset model, obtains effective use information；
The result according to the analysis, determine that user is accustomed to analogue data and included：
According to effective use information, determine that the user is accustomed to analogue data.
With reference to the first possible implementation of first aspect, in second of possible implementation of first aspect
In,
It is described according to effective use information, determine that the user is accustomed to also including before analogue data：
Statistic of classification is carried out to the effectively use information, and obtains the result of statistic of classification；
It is described according to effective use information, determine that the user is accustomed to analogue data and included：
The result of the statistic of classification is arranged to the user and is accustomed to analogue data.
With reference to second of possible implementation of first aspect, in the third possible implementation of first aspect
In, the classification of the classification includes talk business, short message service and data service；
It is described that the effectively use information progress statistic of classification is included：
The total duration of the talk business is calculated, the total duration of the talk business refers to not by consuming surfing flow
Realize the duration of call, the duration sum with realizing talk business by consuming surfing flow；
The message for calculating the short message service refers to not surf the Net by consuming using sum, the message using sum
Flow realize number that short message sends and receives with by consume number that surfing flow realizes that short message sends and receives it
With；
The actual consumption amount of the surfing flow business is calculated, the actual consumption amount of the surfing flow business is equal to upper
Net total amount consumed subtracts the surfing flow of call consumption, then subtracts the surfing flow of short message consumption.
Second with reference to first aspect either the first possible implementation or first aspect of first aspect can
The implementation of energy or the third possible implementation of first aspect, it is described in the 4th kind of possible implementation
It is that user recommends traffic set meal to include to be accustomed to analogue data according to the user：
Obtain all traffic set meals that operator provides；
User's custom analogue data is calculated respectively to be produced according to the charging mode charging of each traffic set meal
Raw telephone expenses total value；
Select the minimum traffic set meal of telephone expenses total value and recommend user.
Second aspect of the embodiment of the present invention provides a kind of recommendation apparatus, and recommendation apparatus includes：
Determining module, for the application program for determining that there is communication function in terminal；
Acquisition module, for obtaining the use information of the application program in preset time period;
Analysis module, for analyzing the use information of the application program, obtain the result of analysis；
The determining module, the result according to the analysis is additionally operable to, determines that user is accustomed to analogue data；
Recommending module, it is that user recommends traffic set meal for being accustomed to analogue data according to the user.
With reference to second aspect, in the first possible implementation of second aspect,
The analysis module, it is additionally operable to filter the use information of the application program according to preset model, obtains
Effective use information；
The determining module, it is additionally operable to according to effective use information, determines that the user is accustomed to analogue data.
With reference to the first possible implementation of second aspect, in second of possible implementation of second aspect
In, in addition to：
Statistical module, for carrying out statistic of classification to the effectively use information, and obtain the result of statistic of classification；
The determining module, it is additionally operable to the result of the statistic of classification being arranged to user's custom analogue data.
With reference to second of possible implementation of second aspect, in the third possible implementation of second aspect
In, the classification of the classification includes talk business, short message service and data service；The statistical module includes：
Talk business computing unit, calculates the total duration of the talk business, and the total duration of the talk business refers to
The duration of call, the duration sum with realizing talk business by consuming surfing flow are not realized by consuming surfing flow；
Short message service computing unit, the message for calculating the short message service uses total using sum, the message
Number refers to not by consuming number that surfing flow realizes that short message sends and receives with realizing short disappear by consuming surfing flow
The number sum that breath sends or received；
Flow service computation unit, calculate the actual consumption amount of the surfing flow business, the surfing flow business
Actual consumption amount be equal to online total amount consumed subtract call consumption surfing flow, then subtract short message consumption online stream
Amount.
Second with reference to second aspect either the first possible implementation or second aspect of second aspect can
The implementation of energy or the third possible implementation of second aspect, in the 4th kind of possible implementation of second aspect
In, the recommending module includes：
Acquiring unit, for obtaining all traffic set meals of operator's offer；
Computing unit, it is accustomed to charging of the analogue data according to each traffic set meal for calculating the user respectively
Telephone expenses total value caused by mode charging；
Selection and recommendation unit, user is recommended for selecting the minimum traffic set meal of telephone expenses total value.
By the embodiment of the present invention, base of the use information of each application program as analysis user's custom on acquisition terminal
Plinth data, so as to improve the degree of accuracy of analog subscriber use habit, analogue data is accustomed to based on the user analyzed and pushed away for user
The actual demand that the traffic set meal recommended more is close to the users.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below by embodiment it is required use it is attached
Figure is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for this area
For those of ordinary skill, on the premise of not paying creative work, other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is a kind of flow chart of the method for recommendation traffic set meal in first embodiment of the invention；
Fig. 2 is the structure composition schematic diagram of the first recommendation apparatus in second embodiment of the invention；
Fig. 3 is the structure composition schematic diagram of second of recommendation apparatus in second embodiment of the invention；
Fig. 4 is the structure composition schematic diagram of the third recommendation apparatus in second embodiment of the invention；
Fig. 5 is the structure composition schematic diagram of the 4th kind of recommendation apparatus in second embodiment of the invention；
Fig. 6 is a kind of schematic flow sheet of recommendation apparatus in third embodiment of the invention；
Fig. 7 is a kind of structure composition schematic diagram of recommendation apparatus in fourth embodiment of the invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other under the premise of creative work is not made
Embodiment, belong to the scope of protection of the invention.
Fig. 1 is a kind of flow chart of the method for recommendation traffic set meal in first embodiment of the invention.This method can be
User recommends traffic set meal.Generally, it is that the strategy that user recommends traffic set meal to take is the short message sending amount, the dealing that monitor user
The duration of call and the usage amount of flow speculate the use habit of user, and it is relatively low to select from a variety of traffic set meals consumption
Set meal recommends user.In embodiments of the present invention, when needing to recommend traffic set meal for user, can use as shown in Figure 1
Method handled.As shown in figure 1, the handling process of the present embodiment may comprise steps of：
Step S110, determine that there is the application program of communication function in terminal.
Terminal in the embodiment of the present invention can be mobile phone, tablet personal computer, wearable device etc. or be transported by communicating
The other-end of dealing communication is realized in the support of battalion business.The application program on mobile terminal mentioned by the embodiment of the present invention is shifting
All application programs with communication function in dynamic terminal, with the development of mobile terminal software integrated technology, some are by disappearing
Consume GPRS（General Pcket Radio Service, it is grouped wireless service technology）Flow, which is realized, to be taken phone, receives and dispatches short disappear
The software of breath also arises at the historic moment, and therefore, prior art real can not obtain according only to the traffic settlement information that common carrier feeds back
Know service condition of the user for each type of traffic.
This step determines that all application programs with communication function can be realized by detecting on mobile terminal, when this
The operation content of application program need by consume telephone expenses or based on LAN to realize when, it is believed that the application program be with
The application program of communication function.
Step S111, obtain the use information of application program in preset time period.
This step is obtained in preset time period in the specific implementation of the use information of the application program with communication function, can
Preset time period is set as to the representative period, such as a month sample as collection basic data can be chosen；This
The use information content that inventive embodiments get application program can include but is not limited to：Type, the communication industry of application program
Service type, usage time interval, operation behavior, operation object, communication service consumption corresponding to operation etc..Wherein, communication industry
Service type must be with reference to the existing traffic numerical procedure of operator, for example, taking phone when type of traffic is divided into by operator
When business, sending and receiving short messages business and surfing flow business, the type of traffic mentioned by the embodiment of the present invention may include
Telephone service, sending and receiving short messages business and surfing flow business are taken, industry is answered when type of traffic is divided into by operator
When business, short message send business and surfing flow business, the type of traffic mentioned by the embodiment of the present invention can only include
Business, short message transmission business and surfing flow business are answered, when communication service is further classified as local by operator
During with the classification such as roaming, city and long-distance, working day and festivals or holidays, peak period and non-peak period, the embodiment of the present invention
Type of traffic information is correspondingly further refined according to this type of information, a kind of use information is formed and obtains model, and then,
Obtain the use information of all application programs with communication function in this period.
Can be exemplified by taking telephone service, when step S110 determines to have in mobile terminal the call of directly consumption telephone expenses
Program, also by certain network software（The landline telephone of other side and the software of mobile phone can be directly dialed by internet）Realize
The application program of telephone operation, then obtain use information of these programs in preset period of time, the use information got such as form 1
It is shown：
Form 1
It is understood that receive calls and dial number the use operated represented by form 1 to be realized on mobile terminal
Information, the operation for by network software answer and call including user, also, network software are performed and answered
Network used in phone, outgoing call operation is also different, is contained in the citing of form 1 and GPRS is consumed in mobile network
The operation of traffic form, in addition to WI-FI is consumed in LAN（Wireless Fidelity, Wireless Fidelity）The operation of flow.
In addition, by form 1 it can also be seen that when user takes phone by network software occur invalid number transfer to operation when,
Network software also correspondingly consumes flow during performing invalid operation.In addition, network software of today can also be supported
User sends voice short message, can be handled using this part of speech as talk business type.
Exemplified by receiving and dispatching short message service telephone expenses can also be directly consumed when step S110 determines to have in mobile terminal
Short message program, also by certain network software（The software of short message can be received and dispatched directly between opposite end by internet）It is real
The application program of short message operation is now received and dispatched, then obtains use information of both programs in preset period of time, the use got
Information is as shown in Table 2：
Form 2
It is understood that receive short message and transmission short message operation represented by form 2 to be realized on mobile terminal
Use information, carry out receiving short message by network software including user and send the operation of short message, also, network is soft
Part performs reception short message and network used in transmission short message operation is also different, and shifting is contained in the citing of form 2
The operation of GPRS traffic forms is consumed in dynamic network, in addition to the operation of WI-FI flows is consumed in LAN.
Can also be by taking GPRS surfing flow business as an example, when step S110 determines to be used to browse webpage behaviour in mobile terminal
The use information of work, wherein the use information for browsing webpage in a mobile network can be included, it is additionally may included in other networks
（Such as LAN）In browse the use information of webpage.For example, can obtain out mobile terminal carries out net operation in a mobile network
Use information（Consume GPRS flows 100M）, the use information that mobile terminal carries out net operation in a local network can be obtained out
（Consume WI-FI flows 200M）.
Step S112, the use information of application program is analyzed, obtain the result of analysis.This step is obtained based on step S111
The use data taken are analyzed.
Still optionally further, the use information of this step analysis application program, obtaining the result of analysis may include：According to pre-
If model filters to the use information of the application program, effective use information is obtained.Filtering application of the embodiment of the present invention
The use information of program can remove interference data, wherein, interference data may include the use information as caused by user misoperation,
Use information caused by failure operation can also be included；Wherein preset model can include interference data type set etc., will
The use information of application program is matched with interference data type, you can gets rid of interference data.
Specifically, this step can set when filtering the use information of talk business type and detect operation object as nothing
When effect uses number, it is believed that this use information is interference data；When the use information got is consumption surfing flow type
Use information when, less than relative consumption flow threshold（Certain percentage as being less than the total GPRS consumptions of the application program）Make
It is interference data with information；When the flow consumed during performing user's operation content comes from non-moving network, it is believed that should
Bar use information is interference data etc..Multiple interference data can also be assert that standard is arranged to filtering model to use.Such as
A plurality of talk business use information shown in form 1, it is invalid use to include filtering out operation object when default filtering model
During the use information of number, the use information that numbering is 6 is then filtered as interference data, when default filtering model included
When filtering the use information that surfing flow consumption figures is 0-5M, the use information that numbering is 4 is then used as maloperation use information quilt
Filtering, when default filtering model includes filtering out caused use information under LAN, the use information that numbering is 3 is then
Filtered as interference data, by the filtering of this interference data, leave use information that numbering is 1,2,5 as being used for
Effective use information of statistics.The filter criteria of filtering interference data of the embodiment of the present invention can be carried out according to the service condition of user
Specific to set, the embodiment of the present invention is not restricted.
Specifically, when the use information of this step filtering short messages type of service, can set when in execution user's operation
When the flow consumed during appearance comes from non-moving network, it is believed that this use information is interference data；When the use of acquisition
Information represent from Correspondent Node receive short message when, it is believed that this use information is interference data etc., multiple will can also be done
Disturb data and assert that standard is arranged to filtering model to use.A plurality of short message service use information as shown in Table 2, when default
Filtering model include filtering out from Correspondent Node receive the use information of short message when, the use information of numbering 2,4,6 is then
Filtered as interference data, when default filtering model includes filtering out caused use information under LAN, numbering
Then filtered for 3 use information as interference data, by the filtering of this interference data, it is 1,5 to make to leave numbering
Effective use information for counting is used as by the use of information.The filter criteria of the embodiment of the present invention can enter according to the service condition of user
Row is specific to be set, and the embodiment of the present invention is not restricted.
Specifically, when the use information of this step filtering surfing flow type of service, can set when execution user's operation
When the flow consumed during content comes from non-moving network, it is believed that this use information is interference data.For example, when filtering
After falling the use information of mobile terminal in a local network, the use that mobile terminal carries out net operation in a mobile network can be retained
Information（Consume surfing flow 100M）.
Step S113, the result analyzed according to step S112, determine that user is accustomed to analogue data.This step is mainly to step
What rapid S112 retained effectively determines that user is accustomed to analogue data using data.Wherein, user is accustomed to analogue data for describing
User is in preset time period to the service condition of all types of communication services.When the type of traffic call industry of operator's setting
When business, short message service and data service, the user that this step determines is accustomed to the mould that may include talk business in analogue data
Intend duration, the simulation message of short message service uses number and the simulation consumption of surfing flow business.
Still optionally further, this step determines that user is accustomed to also including before analogue data according to effective use information：It is right
Effective use information carries out statistic of classification, and obtains the result of statistic of classification.
When type of traffic includes talk business, short message service and data service, effective use information is entered
The specific implementation of row statistic of classification may include：Calculate the total duration of talk business；The message for calculating short message service uses
Sum；Calculate the actual consumption amount of surfing flow business.Wherein, the total duration of the talk business refers to not by consumption
Net flow realizes the duration of call, the duration sum with realizing call by consuming surfing flow, and the message is using sum
Refer to not by consuming number that surfing flow realizes that short message sends and receives with realizing that short message is sent out by consuming surfing flow
The number sum sent or received, the actual consumption amount of the surfing flow business refer to that online total amount consumed subtracts call consumption
Surfing flow and short message consumption surfing flow.For example, being filtered by step S112, this step can number according in form 1
Duration for 1,2,5 talk business is counted, and it is 16 minutes 36 to count the effective total duration for dialing number operation
Second, the total duration for the operation that effectively receives calls is 39 seconds 5 minutes；Filtered by step S112, this step can be according in form 2
The short message service that numbering is 1,5 is counted, and the message that can count short message service uses sum as 2；By step
S112 is filtered, and the actual consumption amount that can count surfing flow business is 100M.
Further alternative, the result of statistic of classification can be arranged to user and be accustomed to analogue data by this step, for example, calculating
Go out the total duration of talk business；The message for calculating short message service uses sum；Calculate actually disappearing for surfing flow business
Consumption.When the simulation for the talk business that can be accustomed to using the total duration of the talk business calculated as user in analogue data is total
It is long, the message of the short message service calculated is used into simulation of the sum as the short message service in user's custom analogue data
Message is using sum, the online stream being accustomed to using the actual consumption amount of the surfing flow business calculated as user in analogue data
The simulation consumption of amount business.
In this step, user, which is accustomed to analogue data, can include the simulation total duration, short of the talk business in the example above
The simulation message of messaging service, can also be further according to two level using sum and the simulation consumption of surfing flow business
Sorting technique is classified, and e.g., the simulation total duration of talk business can further include simulation and locally dial number and connect
Answer a call total duration, simulation roaming dials number and the total duration that receives calls, the simulation message of short message service using sum also
It may further include common short message and the reception short message sum and simulation multimedia message of sending of simulation and send short message and reception
Short message sum etc., three-level classification can also be carried out based on secondary classification, e.g., simulation is local to be dialed number and receive calls always
The simulation that duration can further include each contact person locally dials number and received calls total duration etc., using more fractions
During class, it can be that one kind is accustomed to analogue data model, the tool of the invention to being accustomed to analogue data model that user, which is accustomed to analogue data,
The body plan of establishment is not restricted.
Step S112, it is that user recommends traffic set meal to be accustomed to analogue data according to user.What the embodiment of the present invention was recommended
Traffic set meal is that the traffic set meal provided based on operator is selected, and the scheme of recommendation can be a certain traffic set meal, also may be used
Think the assembled scheme of several traffic set meals.The method of recommendation can be to select the minimum traffic set meal of telephone expenses budget amount
Recommend user, or according to telephone expenses budget amount to select a few rational arranging schemes of set for reference.
Further alternative, this step matches rational traffic set meal according to user's custom analogue data and recommends use
The specific implementation at family may include：Obtain all traffic set meals that operator provides；Calculate respectively user be accustomed to analogue data by
According to telephone expenses total value caused by the charging mode charging of each traffic set meal；The minimum traffic set meal of telephone expenses total value is selected to recommend
To user.
As shown in Table 3, this step can obtain all the traffic set meals and associated billing information of operator's offer：
Form 3
All traffic set meals got it can be seen from form 3 have 5 kinds, and wherein traffic set meal 1,2,3 is to select a selection
Traffic set meal, and traffic set meal 4,5 is the traffic set meal that arbitrarily can be applied in combination with traffic set meal 1,2,3, also, this hair
It is the signified traffic set meal of numbering 1 that bright embodiment, which can also obtain out the currently used traffic set meal of user,.
Further alternative, this step calculates user and is accustomed to charged party of the analogue data according to each traffic set meal respectively
The specific implementation of telephone expenses total value caused by formula charging can be：Charging mode according to each traffic set meal calculates user's custom
Telephone expenses budget amount caused by analogue data；Can also be to be respectively combined the traffic set meal of combined selection, according still further to each
The charging mode of individual combination traffic set meal calculates user and is accustomed to telephone expenses budget amount caused by analogue data.It can refer to form 4
Shown calculating content, when user is accustomed to the total duration 16 minute 36 seconds that analogue data dials number for simulation operation, simulation connects
The total duration 5 minute 39 seconds of operation, simulation answer a call when sending short message sum 2, simulation surfing flow total amount consumed 100M,
According to each traffic set meal（Set meal combines）The telephone expenses budget amount calculated is as shown in the table：
| Traffic set meal is numbered | User is accustomed to telephone expenses budget amount caused by analogue data |
| 1 | 6*A1+17*A2+2*A3+100*1024*A4 |
| 2 | B1+7*B2+90*1024*B4 |
| 3 | C1+70*1024*C4 |
| 1+4 | 6*A1+2A3+D |
| 1+5 | 6*A1+17A2+E |
| 2+4 | B1+90*1024*B4+D |
| 2+5 | B1+7*B2+E |
| 3+4 | C1+70*1024*C4+D |
| 3+5 | C1+E |
Form 4
It is further alternative, recommend traffic set meal directly can be selected with reference to the telephone expenses budget amount of form 4 for user,
Such as, the minimum set meal of telephone expenses budget amount in form 4 is combined（2+5）Recommend user；It is or telephone expenses budget amount is minimum
Three set meals or set meal combination（2+5）、3、（3+5）User is recommended, and shows rationale for the recommendation.
The method that the embodiment of the present invention improves gathered data sample, will there is the application journey of communication function on mobile terminal
Sequence uses as acquisition target, the use information of acquisition applications program using the use information of application program as analysis user
The basic data of custom, compared to prior art, the method for the embodiment of the present invention, which has been got, can represent user's practical operation
The use information of content, there is actual property.
The embodiment of the present invention is during the use information of analysis application program, the method that employs filtering, wherein structure
Filtering model has been built, can be according to, it can happen that accurate filter out interference data, reservation is effective in user's practical operation
Use information, improve the accuracy of data analysis.
The embodiment of the present invention also constructs computation model during setting user is accustomed to analogue data, can be according to industry
Service type and various correlative factors statistics use information, therefrom obtain the data that can represent user's custom, so as to establish use
It is accustomed to analogue data in family.
It is current to obtain operator when being accustomed to analogue data progress traffic set meal recommendation according to user for the embodiment of the present invention
All traffic set meals, therefore the embodiment of the present invention can get the newest traffic set meal of operator in real time（Or it can be combined
The traffic set meal used）, corresponding telephone expenses budget amount is calculated according to the charging mode of each traffic set meal, so as to be user
Recommend traffic set meal.The embodiment of the present invention can recommend most rational traffic set meal for user in real time, can remind user in time
Live traffice set meal is changed to the minimum traffic set meal of telephone expenses budget amount, so as to save telephone expenses for user.
The embodiment of the present invention is by recording the use information of application program on mobile terminal, and by analyzing application program
Use information come understand the actual demand of user, analog subscriber use habit, set meal and business in combination with operator with
Favor information, so as to recommend suitable traffic set meal for user, Consumer's Experience and satisfaction are enhanced, also, the present invention is implemented
Example can also effectively promote the traffic set meal of operator, user is understood the traffic set meal constantly released in time, to realize
Save the purpose of telephone expenses.
The structure composition schematic diagram of the first recommendation apparatus in Fig. 2 second embodiment of the invention.It is as illustrated, of the invention
Recommendation apparatus at least can include determining that module 21, acquisition module 22, analysis module 23 and recommending module 24 in embodiment, its
In：
Determining module 21, for the application program for determining that there is communication function in terminal.Determining module 21 determines terminal
The upper application program with communication function can be realized by detecting, when the operation content of the application program is needed by consuming words
Expense or based on LAN to realize when, it is believed that the application program is the application program with communication function.
Acquisition module 22, for obtaining the use information of application program in preset time period.Wherein, use information can wrap
Include but be not limited to：The type of application program, usage time interval, operation behavior, operation object, communication service consumption corresponding to operation
Amount etc..Specific acquisition scheme can refer to the content mentioned by abovementioned steps S111, will not be described here.
Analysis module 23, for analyzing the use information of the application program, obtain the result of analysis.Analysis module 22 is
The use data that acquisition module 21 obtains are analyzed, and realize the use habit of analog subscriber, finally show that user is accustomed to simulation
Data, the foundation to recommend traffic set meal as recommending module 23.
Determining module 21, the result according to analysis is additionally operable to, determines that user is accustomed to analogue data.
Recommending module 24, it is that user recommends traffic set meal for being accustomed to analogue data according to user.Institute of the embodiment of the present invention
The traffic set meal of recommendation is that the traffic set meal provided based on operator is selected, and the scheme of recommendation can be a certain traffic set
Meal, or the assembled scheme of several traffic set meals.The method of recommendation can be select telephone expenses budget amount it is minimum if
Business set meal recommends user, or according to telephone expenses budget amount to select a few rational arranging schemes of set for reference.
Still optionally further, the analysis module 23 of the embodiment of the present invention is additionally operable to make application program according to preset model
Filtered with information, obtain effective use information；Correspondingly, the determining module 21 of the embodiment of the present invention is additionally operable to according to effectively
Use information, determine that user is accustomed to analogue data.Wherein, the interference data that the filtering of analysis module 23 use information is filtered out can
Including the use information as caused by user misoperation, use information caused by failure operation can also be included.Specific filtering side
Case can refer to the content that abovementioned steps S111 is referred to, therefore not to repeat here.
Alternatively, reference picture 3, the recommendation apparatus of the embodiment of the present invention statistical module 25 can also can be included in the lump：
Statistical module 25, for carrying out statistic of classification to effective use information, and obtain the result of statistic of classification.
Correspondingly, determining module 21, it is additionally operable to the result of statistic of classification being arranged to user's custom analogue data.
Still optionally further, can reference picture 4 in the lump, when the classification of the classification mentioned by the embodiment of the present invention includes call industry
When business, short message service and data service, the statistical module 25 of the embodiment of the present invention can also calculate list by talk business
Member 251, short message service computing unit 252 and flow service computation unit 253 are further counted：
Talk business computing unit 251, calculate the total duration of talk business.Wherein, the total duration of talk business refers to
The duration of call, the duration sum with realizing talk business by consuming surfing flow are not realized by consuming surfing flow.
Short message service computing unit 252, the message for calculating short message service use sum.Wherein, message uses total
Number refers to not by consuming number that surfing flow realizes that short message sends and receives with realizing short disappear by consuming surfing flow
The number sum that breath sends or received.
Flow service computation unit 253, calculate the actual consumption amount of surfing flow business.Wherein, surfing flow business
Actual consumption amount refer to surf the Net total amount consumed subtract call consumption surfing flow and short message consumption surfing flow.
Still optionally further, reference picture 5, the recommending module 24 of the embodiment of the present invention acquiring unit can also can be passed through in the lump
241st, computing unit 242 and selection and recommendation unit 243, which are further realized to user, recommends traffic set meal：
Acquiring unit 241, for obtaining all traffic set meals of operator's offer.
Computing unit 242, it is accustomed to analogue data according to each traffic set meal for calculating the user respectively
Telephone expenses total value caused by charging mode charging.Specific numerical procedure can refer to the content mentioned by abovementioned steps S114,
This is not repeated.
Selection and recommendation unit 243, user is recommended for selecting the minimum traffic set meal of telephone expenses total value.Specific choosing
Select suggested design and can refer to content mentioned by abovementioned steps S114, will not be described here.
In the embodiment of the present invention, determining module 21, acquisition module 22, analysis module 23, recommending module 24 and statistics mould
Block 25 can be processor in recommendation apparatus, and processor can be the equipment of any control mobile terminal operation, including but not
It is limited to perform short text parsing and caused instruct is recommended in service, advertisement.Processor can be CPU (Central
Processing Unit, central processing unit), GPU (Graphic Processing Unit, graphics processor), FPGA
(Field-Programmable Gate Array, field programmable gate array), DSP (Digital Signal
Processor, digital signal processor), ASIC（Application-specific integrated circuit, special collection
Into circuit）With it is one or more in the processing equipment such as PLD (Programmable Logic Device, PLD),
Either the mixing of the said equipment, the embodiment of the present invention are not restricted to this.
Internal memory can also be included in the recommendation apparatus of the embodiment of the present invention, performing mobile terminal for cache processor operates institute
The equipment for needing data and command sequence.Memory can be but not limited to RAM（Random access memory, arbitrary access
Memory）、ROM（Read-only memory, read-only storage）, flash memory etc., or the mixing of the said equipment.
The recommendation apparatus of the embodiment of the present invention can also include communication interface, be used for and external device communication, be and outside
The interface that equipment or network interact.External interface can be but not limited to Ethernet interface, DSL (Digital
Subscriber, digital subscriber line) interface, RF (Radio Freqency, radio frequency) interface, bluetooth etc., or above-mentioned connect
The mixing of mouth.Arbitrary network host-host protocol, including but not limited to USB (Universal Serial can be run on external interface
Bus, USB), it is cable, optical fiber, wireless（Including but not limited to (2nd Generation, the second generation are moved by WI-FI, 2G
The dynamic communication technology), 3G (3rd Generation, 3rd generation mobile communication technology) and 4G (4th Generation, forth generation shifting
The dynamic communication technology) network）Deng host-host protocol.
The recommendation apparatus of the embodiment of the present invention may also include input equipment, and input equipment can be any acquisition for mobile terminal
User inputs and the equipment of information.Input equipment can be but not limited to keyboard, mouse, touch-screen, device keys, microphone,
Various sensors（Such as GPS (Global Positioning System, global positioning system) sensor, horizon sensor, again
Force snesor etc.）, or the mixing of the said equipment.
The recommendation apparatus of the embodiment of the present invention may also include output equipment, and output equipment can be any displaying mobile terminal
Result equipment, including but not limited to show the service and advertisement of recommendation.Output equipment can be but not limited to screen,
Acoustical generator, earphone, printer, vibrator etc., or the mixing of the said equipment.
The recommendation apparatus of the embodiment of the present invention may also include storage device, and storage device can be any memory mobile terminal
The equipment of program and data.Storage device includes but is not limited to flash memory, hard disk, CD-ROM (Compatct Disc Read-Only
Memory, read-only optical disc) etc., or the mixing of above-mentioned hardware.
The recommendation apparatus of the embodiment of the present invention can also include bus, and for connecting mobile terminal or other equipment, it can
Be but not limited to PCI (Peripheral Component Interconnect, external components interconnection standard) bus, USB,
ISA (Industrial Standard Architecture, industrial standard architecture bus), VESA (Vedio Electronic
Standard Association, computer local bus) etc..
The recommendation apparatus that the embodiment of the present invention is provided can be the application program on a kind of mobile terminal or mobile terminal,
Can also be can from the use information of application program on acquisition for mobile terminal mobile terminal, receive mobile terminal data and have
There is the device for calculating analysis ability.
The method that the recommendation apparatus of the embodiment of the present invention improves gathered data sample, will there is communication work(on mobile terminal
Can application program be used as acquisition target, the use information of acquisition applications program, and using the use information of application program as divide
The basic data of user's use habit is analysed, compared to prior art, the recommendation apparatus of the embodiment of the present invention has been got being capable of generation
The use information of table user's practical operation content, there is actual property.
The recommendation apparatus of the embodiment of the present invention employs the side of filtering during the use information of analysis application program
Method, wherein construct filtering model, can according in user's practical operation it can happen that accurately filter out interference data,
Retain effective use information, improve the accuracy of data analysis.
The recommendation apparatus of the embodiment of the present invention also constructs calculating mould during setting user is accustomed to analogue data
Type, use information can be counted according to type of service and various correlative factors, therefrom obtain the data that can represent user's custom,
It is accustomed to analogue data so as to establish user.
The recommendation apparatus of the embodiment of the present invention obtains when being accustomed to analogue data progress traffic set meal recommendation according to user
The current all traffic set meals of operator, therefore can to get operator in real time newest for the recommendation apparatus of the embodiment of the present invention
Traffic set meal（Or the traffic set meal used can be combined）, corresponding telephone expenses are calculated according to the charging mode of each traffic set meal
Budget amount, so as to recommend traffic set meal for user.The recommendation apparatus of the embodiment of the present invention can be recommended most for user in real time
Rational traffic set meal, can remind user that live traffice set meal is changed into the minimum traffic set meal of telephone expenses budget amount in time,
So as to save telephone expenses for user.
The recommendation apparatus of the embodiment of the present invention passes through analysis by recording the use information of application program on mobile terminal
The use information of application program come understand the actual demand of user, analog subscriber use habit, in combination with the set of operator
Meal and business and favor information, so as to recommend suitable traffic set meal for user, Consumer's Experience and satisfaction are enhanced, also,
The recommendation apparatus of the embodiment of the present invention can also effectively promote the traffic set meal of operator, user is understood in time and constantly push away
The traffic set meal gone out, to realize the purpose for saving telephone expenses.
Fig. 6 is a kind of schematic flow sheet of recommendation apparatus in third embodiment of the invention, and Fig. 6 executive agent can be
Recommendation apparatus described by Fig. 2-Fig. 5.Wherein, the recommendation apparatus of the present embodiment can also be embodied according to following steps：
Step S610, the use information of records application program.
Step S611, filter use information：The use information of application program is filtered using filtering model.It is such as right
The use information of invalid operation is filtered.
Step S612, type of service classification：Business classification is carried out to the use information of application program using disaggregated model.
Step S613, merge use information：The use information of application program is merged using pooled model, to integrate
Use information.
Step S614, count use information：The use information of application program is counted using statistical model.Pass through system
Use information is counted, becomes apparent from traffic set meal recommendation process.
Step S615, obtain all traffic package informations of operator：By wireless network obtain operator set meal and
Business information, including set meal and type of service, usage amount and related rate and all kinds of favor informations newly released.
Step S616, the telephone expenses according to corresponding to the use information of statistics calculates each traffic set meal, jargon of going forward side by side business set meal
Service condition is analyzed.
Step S617, recommend traffic set meal（Combination）To user.Suggestion and the reason of recommendation can be shown in the lump.
As can be seen that the recommendation apparatus of the present embodiment is recommended to employ physical model during traffic set meal, and have
Body data processing sequence, by data analysis process quantification treatment, can form a kind of application program and be integrated into mobile terminal
Or other devices.Fig. 7 is a kind of structure composition schematic diagram of recommendation apparatus in fourth embodiment of the invention, shown in Fig. 1
Method can realize that recommendation apparatus may include in the present embodiment by recommendation apparatus：Processor 71, memory 72, receiver 73, hair
Device 74 is sent, wherein：
Processor 71, for obtaining the use information of each application program in terminal；It is additionally operable to analyze each application program
Use information, draw user be accustomed to analogue data；It is that user recommends traffic set meal to be additionally operable to be accustomed to analogue data according to user.
Memory 72, for storing cache file in the processing procedure of processor 71.
Receiver 73, for being connected with processor 71.
Transmitter 74, for being connected with processor 71.
Further alternative, the recommendation apparatus in the embodiment of the present invention can also include communication interface 75, for outside
Equipment communication.Wherein, the recommendation apparatus in the present embodiment can include bus 76.Processor 71, memory 72, receiver 73 with
And transmitter 74 can be connected and communicated by bus.Processor 71 can be central processing unit, application specific integrated circuit etc., memory
72 can include：Random access memory, read-only storage etc. have the entity of store function.
Through the above description of the embodiments, it is apparent to those skilled in the art that the present invention can be with
Realized with hardware, or firmware is realized, or combinations thereof mode is realized.When implemented in software, can be by above-mentioned function
It is stored in computer-readable medium or is transmitted as one or more instructions on computer-readable medium or code.Meter
Calculation machine computer-readable recording medium includes computer-readable storage medium and communication media, and wherein communication media includes being easy to from a place to another
Any medium of individual place transmission computer program.Storage medium can be any usable medium that computer can access.With
Exemplified by this but it is not limited to：Computer-readable medium can include RAM, ROM, EEPROM, CD-ROM or other optical disc storages, disk
Storage medium or other magnetic storage apparatus or can be used in carrying or store with instruction or data structure form expectation
Program code and can be by any other medium of computer access.In addition.Any connection can be suitably turn into computer
Computer-readable recording medium.For example, if software is using coaxial cable, optical fiber cable, twisted-pair feeder, Digital Subscriber Line（DSL）Or such as
The wireless technology of infrared ray, radio and microwave etc is transmitted from website, server or other remote sources, then coaxial electrical
The wireless technology of cable, optical fiber cable, twisted-pair feeder, DSL or such as infrared ray, wireless and microwave etc is included in affiliated medium
In fixing.As used in the present invention, disk（Disk）And dish（disc）Including compressing laser disc（CD）, laser disc, laser disc, numeral it is logical
Use laser disc（DVD）, floppy disk and Blu-ray Disc, the replicate data of the usual magnetic of which disk, and dish is then with laser come optical duplication
Data.Above combination above should also be as being included within the protection domain of computer-readable medium.
Above disclosure is only preferred embodiment of present invention, can not limit the right model of the present invention with this certainly
Enclose, therefore the equivalent variations made according to the claims in the present invention, still belong to the scope that the present invention is covered.
Claims (4)
- A kind of 1. method for recommending traffic set meal, it is characterised in that methods described includes：Determine that there is the application program of communication function in terminal, the operation content of the application program need by consume telephone expenses or Realized based on LAN；Obtain the use information of the application program in preset time period；The use information of the application program is analyzed, obtains the result of analysis；According to the result of the analysis, determine that user is accustomed to analogue data；It is that user recommends traffic set meal to be accustomed to analogue data according to the user；Wherein, the use information of the application program is analyzed, obtaining the result of analysis includes：According to preset model to the application The use information of program is filtered, and obtains effective use information；The result according to the analysis, determine that user is accustomed to mould Intending data includes：According to effective use information, determine that the user is accustomed to analogue data；Wherein, it is described according to effective use information, determine that the user is accustomed to also including before analogue data：Have to described Imitate use information and carry out statistic of classification, and obtain the result of statistic of classification；It is described according to effective use information, it is determined that described User, which is accustomed to analogue data, to be included：The result of the statistic of classification is arranged to the user and is accustomed to analogue data；Wherein, the classification of the classification includes talk business, short message service and data service；It is described effectively to use described Information, which carries out statistic of classification, to be included：The total duration of the talk business is calculated, the total duration of the talk business refers to not realize by consuming surfing flow The duration of call and the duration sum that talk business is realized by consuming surfing flow；The message for calculating the short message service is referred to not by consuming surfing flow using sum, the message using sum Realize number that short message sends and receives and the number sum for realizing that short message sends and receives by consuming surfing flow；The actual consumption amount of the surfing flow business is calculated, the actual consumption amount of the surfing flow business disappears equal to online Consumption total amount subtracts the surfing flow of call consumption, then subtracts the surfing flow of short message consumption.
- 2. the method as described in claim 1, it is characterised in that described that analogue data is accustomed to as user's recommendation according to the user Traffic set meal includes：Obtain all traffic set meals that operator provides；The user is calculated respectively is accustomed to analogue data according to caused by the charging mode charging of each traffic set meal Telephone expenses total value；Select the minimum traffic set meal of telephone expenses total value and recommend user.
- 3. a kind of recommendation apparatus, it is characterised in that recommendation apparatus includes：Determining module, for the application program for determining that there is communication function in terminal；Acquisition module, for obtaining the use information of the application program in preset time period；Analysis module, for analyzing the use information of the application program, obtain the result of analysis；The determining module, the result according to the analysis is additionally operable to, determines that user is accustomed to analogue data；Recommending module, it is that user recommends traffic set meal for being accustomed to analogue data according to the user；Wherein, the analysis module, it is additionally operable to filter the use information of the application program according to preset model, obtains Effective use information；The determining module, it is additionally operable to according to effective use information, determines that the user is accustomed to simulation number According to；Wherein, in addition to：Statistical module, for carrying out statistic of classification to the effectively use information, and obtain the result of statistic of classification；The determining module, it is additionally operable to the result of the statistic of classification being arranged to user's custom analogue data；Wherein, the classification of the classification includes talk business, short message service and data service；The statistical module includes：Talk business computing unit, calculates the total duration of the talk business, and the total duration of the talk business refers to obstructed Consumption surfing flow is crossed to realize the duration of call and realize the duration sum of talk business by consuming surfing flow；Short message service computing unit, calculate the message of the short message service is using sum using sum, the message Refer to not by consuming number that surfing flow realizes that short message sends and receives with realizing that short message is sent out by consuming surfing flow The number sum sent and received；Flow service computation unit, calculate the actual consumption amount of the surfing flow business, the reality of the surfing flow business Border consumption is equal to online total amount consumed and subtracts the surfing flow of call consumption, subtracts the surfing flow of short message consumption again.
- 4. device as claimed in claim 3, it is characterised in that the recommending module includes：Acquiring unit, for obtaining all traffic set meals of operator's offer；Computing unit, it is accustomed to charging mode of the analogue data according to each traffic set meal for calculating the user respectively Telephone expenses total value caused by charging；Selection and recommendation unit, user is recommended for selecting the minimum traffic set meal of telephone expenses total value.
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| CN104284294B (en) * | 2014-10-08 | 2017-09-22 | 上海澄美信息服务有限公司 | A kind of flow bag recommends matching process |
| CN104349367A (en) * | 2014-11-12 | 2015-02-11 | 深圳市中兴移动通信有限公司 | Mobile terminal and predicting reminding method and device of flow consumption of mobile terminal |
| CN106162576B (en) * | 2015-03-30 | 2020-08-04 | 腾讯科技（深圳）有限公司 | Mobile terminal network flow display method and device |
| CN106658434A (en) * | 2015-10-30 | 2017-05-10 | 中兴通讯股份有限公司 | Business package recommending method and device |
| CN106851605A (en) * | 2015-12-07 | 2017-06-13 | 中国联合网络通信集团有限公司 | A kind of method and device for determining set meal |
| CN107230090B (en) * | 2016-03-23 | 2021-11-16 | 中国移动通信集团上海有限公司 | Method and device for classifying net recommendation value NPS |
| CN107645715B (en) * | 2016-07-22 | 2021-02-09 | 华为终端有限公司 | Method and equipment for formulating user package |
| CN107666407B (en) * | 2016-07-29 | 2020-05-12 | 中国移动通信集团公司 | Service package selection method, device and system |
| CN108347535B (en) * | 2017-01-23 | 2020-10-30 | 中国移动通信集团安徽有限公司 | Data matching method and device |
| CN109962956B (en) * | 2017-12-26 | 2022-06-07 | 中国电信股份有限公司 | Method and system for recommending communication services to a user |
| CN109995837B (en) * | 2018-01-02 | 2021-11-19 | 中国移动通信有限公司研究院 | Service package recommendation method, device and server |
| CN110047340B (en) * | 2019-03-29 | 2021-07-06 | 广州恒智教育科技有限公司 | Personalized examination training method and system |
| CN111061773A (en) * | 2019-11-25 | 2020-04-24 | 深圳壹账通智能科技有限公司 | Data statistical method and server |
| CN111246389B (en) * | 2020-01-09 | 2021-03-16 | 爱讯智联科技(北京)有限公司 | Intelligent network selection method, device and system based on user behaviors |
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