Content of the invention
It is an object of the invention to, in multi-screen interaction scene, the mechanism introducing user behavior analysis is so that original multi-screen
So that client carries out intelligent sequencing to the service of the LAN getting in the case that interaction protocol itself is not changed, from
And make, especially when the quantity of service that client gets is more, to reach more preferable Consumer's Experience.
To achieve these goals, on the one hand, the invention provides servicing in client in a kind of multi-screen interaction scene
Rendering method, the method comprises the following steps:
The operation behavior of monitoring multi-screen interactive client;
It is analyzed according to the operation behavior of the multi-screen interactive client monitoring, obtain multi-screen interactive client to difference
The fancy grade of service;
Fancy grades difference being serviced by the multi-screen interactive client getting, update service preferences degree list;
Information on services in described service preferences degree list is ranked up, and presents to user.
On the other hand, assume system the invention provides servicing in a kind of multi-screen interaction scene in client, this system
Including:
Acquisition module, for monitoring the operation behavior of multi-screen interactive client;
Analysis module, for being analyzed according to the operation behavior of the multi-screen interactive client monitoring, obtains multi-screen mutual
The fancy grade to different services for the dynamic client;
Memory module, for the fancy grade to different services for the multi-screen interactive client by getting, more new demand servicing
Fancy grade list;
Assume module, for being ranked up the information on services in described service preferences degree list, and present to user.
The present invention compared with prior art, has an advantage in that:
1st, introduce the mechanism of user behavior analysis so that client carries out Intelligent drainage to the service in the LAN getting
Sequence, so that especially when the quantity of service that client gets is more, reach more preferable Consumer's Experience;
2nd, the present invention does not change the multi-screen interactive agreement of standard itself, can neatly the carrying out of various multi-screen agreements be expanded
Exhibition;
3rd, structure is simple, it is easy to accomplish, modularized design is it is easy to extend.
Specific embodiment
Below by drawings and Examples, technical scheme is described in further detail.
Fig. 1 is to service in a kind of multi-screen interaction scene provided in an embodiment of the present invention to assume system framework in client
Figure.As shown in figure 1, this system include multi-screen interactive client 11, the service 12 in multi-screen interaction scene, acquisition module 13, point
Analyse module 14, data memory module 15 and assume module 16.
Multi-screen interactive client 11 refers to that those execution find the functional role of service operations in network range, wherein, many
Screen interaction refers to by network connection, between different terminal units, carries out the shared of content of multimedia and interoperates, multi-screen
The interactive agreement including including but not limited to dlna (digital living network alliance), airplay,
The agreements such as miracast.
Service 12 in multi-screen interaction scene refers to provide the role of certain service in multi-screen interaction scene, and such as media are broadcast
The service of putting, medium resource service etc..
Acquisition module 13 is used for monitoring the operation behavior of multi-screen interactive client 11, including collection multi-screen interactive client 11
Selection to service and operation information.
Specifically, analysis module 13 is passed through to define the operation to multi-screen interactive client for the weight realization of user operation behavior
Behavior is analyzed.
Analysis module 14 is used for being analyzed processing according to the operation behavior of the multi-screen interactive client 11 monitoring, obtains
The fancy grade to different services for the multi-screen interactive client 11.
Specifically, analysis module 14 is passed through the information that monitors and the operation behavior of multi-screen interactive client 11 is carried out point
Analysis, Assessment of Important is made in the service then multi-screen interactive client 11 being selected.
Memory module 15 is used for the fancy grade by the multi-screen interactive client 11 getting to different services, updates clothes
Business fancy grade list.
Specifically, the fancy grade numbers that memory module 15 will service to difference in one working cycle of multi-screen interactive client
According to being integrated with the data in data storage.
Assume module 16 for being ranked up the information on services in service preferences degree list, and present to user.
Fig. 2 is to service service in the rendering method of client in a kind of multi-screen interaction scene provided in an embodiment of the present invention
Fancy grade data genaration flow chart.As shown in Fig. 2 this flow chart includes step 201-209.
In step 201, start multi-screen interactive client, by starting multi-screen interactive client, call multi-screen interactive client
The interface at end.
Start to stopping from multi-screen interactive client, this time period is referred to as a user data collection period.User
Behavior analysiss module can be analyzed to the data of collection in this cycle.
Zeros data in step 202, user behavior acquisition module.Multi-screen interactive client terminal start-up every time, just represents
The beginning of this new user data collection period, so need the zeros data in module it is understood that being initial
Change operation.
In step 203, multi-screen interactive client is interacted with the service in multi-screen interaction scene.Multi-screen interactive client opens
After dynamic, the service in multi-screen interaction scene in LAN can be searched for, then select certain service it is carried out browse resource,
Play the operation such as media file.
In step 204, user behavior acquisition module is monitored to the operation in step 203.Such as user behavior collection
Module to select service, browse resource, to play three operations such as media interested, then can use in these three funcalls
Place, the audiomonitor interface of embedded user behavior acquisition module.
As a example this sentences following three behaviors:
(1) select service;
(2) browse resource;
(3) media are play.
The action row of monitoring in following steps, all as example, but when implementing, can be needed with unrestricted choice
For.
In step 205, the renewal of user behavior acquisition module.The user operation being collected according to user behavior acquisition module
Behavior, counting user behavior number of times, update the data.User behavior acquisition module can safeguard following table:
In step 206, judge whether multi-screen interactive client stops.If stopped, going to step 207;If do not stopped,
Go to step 203.
In step 207, multi-screen interactive client stops, and represents the end of this user behavior collection period, acquisition
User preference data will be passed to user behavior analysis module.User behavior analysis module can be analyzed to these data.
User behavior analysis module can be presented herein below one kind of implementation using different user behavior analysis methods.
Define the weight of user behavior, represent the contribution to user's degree of liking for certain behavior of user, as shown in the table:
User operation behavior |
User behavior weight |
Select service |
1 |
Browse resource |
2 |
Play media file |
2 |
So when have selected 1 time to service s01, browsing resource 2 times, service s02 be have selected 1 time, play 1 time,
2 times be have selected to service s03.So these operations are as follows to the contribution degrees of data servicing obtained hobby:
Service name |
The user preferences degrees of data obtaining |
s01 |
1×1+2×2=5 |
s02 |
1×1+1×2=3 |
s03 |
1×2=2 |
Further, in this cycle, user is as follows to the hobby data normalization of service:
Service name |
The user preferences degrees of data normalization obtaining |
s01 |
5/(5+3+2)=0.5 |
s02 |
3/(5+3+2)=0.3 |
s03 |
2/(5+3+2)=0.2 |
In step 208, by the fancy grade data to different services for the client in a cycle, with the number in data storage
According to being integrated.Specific Integration Mode can be presented herein below a kind of implementation with unrestricted choice:
For service s, data preferences degree × k+ (1-k) × original preference degree of this cycle s;Wherein k be greater than 0 and
A numerical value less than or equal to 1.Here k takes 0.1.
Assume that in data memory module, upper a cycle terminates, service degree of the liking list of storage is:
Service name |
Fancy grade list |
s01 |
0.5 |
s02 |
0.5 |
It is possible in data memory module after being updated each service fancy grade data:
Service name |
Fancy grade |
s01 |
0.5×0.1+0.9×0.5=0.5 |
s02 |
0.3×0.1+0.9×0.5=0.48 |
s03 |
0.2×0.1+0.9×0=0.02 |
In step 209, data memory module, client updates to the fancy grade of different services and completes.
Fig. 3 is to service service in the rendering method of client in a kind of multi-screen interaction scene provided in an embodiment of the present invention
The sequence flow chart of fancy grade data.As shown in figure 3, this flow chart includes step 301-304.
In step 301, start multi-screen interactive client, before the operation calling client, be required for startup multi-screen mutual
Dynamic client.
In step 302, obtain the service list in LAN.Here the list obtaining is the random row obtaining of client
Table.Assume that the service in the LAN now getting is s03, s02, s05, s01, s04.
In step 303, according to the service preferences level data of storage in data memory module, information on services is arranged
Sequence.If now the user in data memory module likes data, as shown in the data having updated in step 208, then service
Result after sequence is: s01, s02, s03, s05, s04.
In step 304, the service after sorting is presented to user in the module that presents of client by service.User can be in list
Be previously seen oneself commonly used service.
The embodiment of the present invention is passed through to introduce the mechanism of user behavior analysis so that client is in the LAN getting
Service carries out intelligent sequencing, so that especially when the quantity of service that client gets is more, reaching more preferable user
Experience.
It is clear that on the premise of without departing from true spirit and scope of the present invention, invention described herein is permissible
There are many changes.Therefore, all it will be apparent to those skilled in the art that change, be intended to be included in present claims
Within the scope of book is covered.Scope of the present invention is only defined by described claims.