CN103701917A - OCF game-based context awareness incentive mechanism of smart phone - Google Patents
OCF game-based context awareness incentive mechanism of smart phone Download PDFInfo
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- CN103701917A CN103701917A CN201310750015.5A CN201310750015A CN103701917A CN 103701917 A CN103701917 A CN 103701917A CN 201310750015 A CN201310750015 A CN 201310750015A CN 103701917 A CN103701917 A CN 103701917A
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Abstract
The invention discloses an OCF game-based context awareness incentive mechanism of a smart phone. The whole OCF game system is divided into a cloud service platform and a plurality of phone users embedded with sensors, wherein the cloud service platform comprises a plurality of servers, and comprises the following steps of 1, initializing tasks which can be completed by the phone users, and performing original allocation on the resources owned by the phone users; 2, adjusting the resources which are input to different tasks for each phone user by an OCE game playing algorithm; 3, adjusting the resources by using the OCE game playing algorithm until any adjustment is void. The OCF game-based context awareness incentive mechanism of the smart phone has the beneficial effects that an overlapped alliance formation algorithm based on a cooperative game is adopted, the cooperation perception among the phone users is promoted, the performance of the whole system is promoted, modeling and analysis are performed on the condition that different users cooperate to participate jointly in the same task, and the perception expression of the whole system is increased.
Description
Technical field
The present invention relates to the context aware incentive mechanism of the smart mobile phone based on OCF game, belong to network media technology technical field.
Background technology
Along with the explosive growth that development and the third party of smart mobile phone applies scale, user is no longer satisfied with voice, the short message service that conventional mobile phone provides, but pursues more personalized, intelligentized application service.Context aware is the basis of these application services just.Have benefited from the programmability of smart mobile phone, the open and embedded rich and varied transducer of application issued channel, the relevant application program of various and context aware that the smart mobile phone of take is carrier starts to facilitate as life and scientific research, simultaneously about the research of smart mobile phone context aware is also paid attention to by researcher gradually.Whole context aware is divided into three steps: perception, study and sharing information, and wherein perception is completed by the embedded transducer image data of mobile phone by user, and this perception depends on user's enthusiasm and participation to a great extent.Therefore how can encourage as much as possible user to go to participate in the perception of smart mobile phone very important.Owing to gathering user, in the process of deal with data, user will consume certain resource and finish the work, such as time, mobile phone electric weight, CPU usage etc.Meanwhile, user, when sharing, uploading the data that collect, also can be faced with position and other personal informations of sticking one's chin out.And can compensate for user provides remuneration the risk that these resources that they consume and the privacy likely facing are revealed.
Existing incentive mechanism is generally to adopt the mode of Game Theory or regular fee to encourage user, can play certain incentive action to user like this, and considered the relation of vying each other between user, but the wish that wanting of just having ignored like this that user itself may have cooperated to finish the work with other users.
Summary of the invention
The context aware incentive mechanism that the object of the present invention is to provide the smart mobile phone based on OCF game, can overcome the deficiencies in the prior art, promotes the cooperative sensing between user, promotes the performance of whole system, increases the perception performance of whole system.
The object of the invention is to be achieved through the following technical solutions: the context aware incentive mechanism of the smart mobile phone based on OCF game, whole OCF game playing system is divided into a high in the clouds service platform and some cellphone subscribers who is embedded with transducer, on the service platform of high in the clouds, include and have a plurality of servers, it comprises following steps:
(1), doing cellphone subscriber of task is carried out initialization, and the resource that cellphone subscriber is had is carried out allocation: calculate the distance between each cellphone subscriber and each task, thereby determine the task scope that this cellphone subscriber can participate in, wherein, for the task that can participate in, this cellphone subscriber is averagely allocated to these tasks by the own resource having; And for the task that can not participate in, the task that this cellphone subscriber can not participate in this marks, and can participate in into never;
(2) resource of, utilizing OCF game playing algorithm to put in different task each cellphone subscriber is adjusted: for the task that can participate in, each cellphone subscriber goes out a plurality of alliances according to the resource division having, the alliance at optional two his places therefrom, be designated as the A of alliance and the B of alliance, then a part for the resource of oneself is transferred to the B of alliance from the A of alliance, can the A of Shi Tacong alliance and the revenue growth of the B of alliance if shifted, other cellphone subscriber's members in the A of Qie Bei alliance and the B of alliance allow, and current resource transfers is exactly feasible;
(3), utilize OCF game playing algorithm to adjust until any adjustment is all invalid: each user in alliance finds that feasible resource transfers is carried out down according to the method for step (2) until all cellphone subscribers cannot be under the constant prerequisites of other user resources allocation strategies increased oneself income by the resource allocation policy that changes oneself.
A plurality of cellphone subscriber members in described alliance, have been comprised.
Beneficial effect of the present invention is: adopted based on there being the overlapping coalition formation algorithm based on cooperative game, promoted the cooperative sensing between cellphone subscriber, promoted the performance of whole system, to different user, can cooperate jointly to participate in this situation of same task simultaneously and carry out modeling and analysis, increase the perception performance of whole system.
Embodiment
Below in conjunction with embodiment, further describe technical scheme of the present invention, but described in claimed scope is not limited to.
The context aware incentive mechanism of the smart mobile phone based on OCF game, is divided into a high in the clouds service platform and some cellphone subscribers who is embedded with transducer by whole OCF game playing system, on the service platform of high in the clouds, includes and has a plurality of servers, and it comprises following steps:
(1), doing cellphone subscriber of task is carried out initialization, and the resource that cellphone subscriber is had is carried out allocation: calculate the distance between each cellphone subscriber and each task, thereby determine the task scope that this cellphone subscriber can participate in, wherein, for the task that can participate in, this cellphone subscriber is averagely allocated to these tasks by the own resource having; And for the task that can not participate in, the task that this cellphone subscriber can not participate in this marks, and can participate in into never;
(2) resource of, utilizing OCF game playing algorithm to put in different task each cellphone subscriber is adjusted: for the task that can participate in, each cellphone subscriber goes out a plurality of alliances according to the resource division having, the alliance at optional two his places therefrom, be designated as the A of alliance and the B of alliance, then a part for the resource of oneself is transferred to the B of alliance from the A of alliance, can the A of Shi Tacong alliance and the revenue growth of the B of alliance if shifted, other cellphone subscriber's members in the A of Qie Bei alliance and the B of alliance allow, and current resource transfers is exactly feasible;
(3), utilize OCF game playing algorithm to adjust until any adjustment is all invalid: each user in alliance finds that feasible resource transfers is carried out down according to the method for step (2) until all cellphone subscribers cannot be under the constant prerequisites of other user resources allocation strategies increased oneself income by the resource allocation policy that changes oneself.
A plurality of cellphone subscriber members in described alliance, have been comprised.
High in the clouds service platform, for good service is provided, need to be issued perception task to cellphone subscriber, relies on cellphone subscriber to carry out the work of data acquisition.Wherein, each task has certain task scope, and the cellphone subscriber within the scope of this cannot not participate in this task.The task that each cellphone subscriber can freely select them to participate in, but the resource that everyone can arrange is limited (such as the electric weight of mobile phone, assignable spectral bandwidth etc.).Each task needs many people to complete, think that the user of participation task is more, the quality that perception task completes is just better, and participate in a plurality of tasks under the prerequisite that each cellphone subscriber also can allow in resource, and deciding them in its sole discretion, to distribute to the resource of different task how many, think the center of each task Dou Shiyige alliance, each can participate in the member of the user Dou Shigai alliance of this task.The alliance that cellphone subscriber can participate in from him, obtain certain remuneration (resource of putting in this alliance to him is directly proportional).
Visible, the present invention can be in considering system in cellphone subscriber's selfishness, consider again the wish of the cooperation that may exist between cellphone subscriber, and by this set up one centered by task, the cellphone subscriber of the take cooperative game model that is participant, and traditional model is often ignored the possibility that user cooperates, and the present invention has fully taken into account this behavior of user.
Simultaneously, the present invention can both optimize each cellphone subscriber from task in resulting remuneration, optimize again the perception performance of whole system, promoted the difficulty action accomplishment of the task of system issue, and traditional incentive mechanism often just to take optimization user's remuneration or the aggregate performance of optimization system be target, the present invention is more comprehensive in the result of optimizing.
The present invention uses based on there being the overlapping coalition formation algorithm based on cooperative game, can realize the lower complexity of maintenance in optimization system general performance, the complexity of this algorithm is a multinomial rank, can effectively reduce the time that system and user resources are distributed.
Claims (2)
1. the context aware incentive mechanism of the smart mobile phone based on OCF game, whole OCF game playing system is divided into a high in the clouds service platform and some cellphone subscribers who is embedded with transducer, on the service platform of high in the clouds, include and have a plurality of servers, it is characterized in that: it comprises following steps:
(1), doing cellphone subscriber of task is carried out initialization, and the resource that cellphone subscriber is had is carried out allocation: calculate the distance between each cellphone subscriber and each task, thereby determine the task scope that this cellphone subscriber can participate in, wherein, for the task that can participate in, this cellphone subscriber is averagely allocated to these tasks by the own resource having; And for the task that can not participate in, the task that this cellphone subscriber can not participate in this marks, and can participate in into never;
(2) resource of, utilizing OCF game playing algorithm to put in different task each cellphone subscriber is adjusted: for the task that can participate in, each cellphone subscriber goes out a plurality of alliances according to the resource division having, the alliance at optional two his places therefrom, be designated as the A of alliance and the B of alliance, then a part for the resource of oneself is transferred to the B of alliance from the A of alliance, can the A of Shi Tacong alliance and the revenue growth of the B of alliance if shifted, other cellphone subscriber's members in the A of Qie Bei alliance and the B of alliance allow, and current resource transfers is exactly feasible;
(3), utilize OCF game playing algorithm to adjust until any adjustment is all invalid: each user in alliance finds that feasible resource transfers is carried out down according to the method for step (2) until all cellphone subscribers cannot be under the constant prerequisites of other user resources allocation strategies increased oneself income by the resource allocation policy that changes oneself.
2. the context aware incentive mechanism of the smart mobile phone based on OCF game according to claim 1, is characterized in that: in described alliance, comprised a plurality of cellphone subscriber members.
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| CN201310750015.5A CN103701917A (en) | 2013-12-31 | 2013-12-31 | OCF game-based context awareness incentive mechanism of smart phone |
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| CN201310750015.5A CN103701917A (en) | 2013-12-31 | 2013-12-31 | OCF game-based context awareness incentive mechanism of smart phone |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN106201849A (en) * | 2016-07-01 | 2016-12-07 | 南京航空航天大学 | Longevity Forecasting Methodology more than the long-life parts that a kind of finite data drives |
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| CN102984249A (en) * | 2012-11-22 | 2013-03-20 | 北京邮电大学 | Distributed resource allocation method in horizontal dynamic cloud alliance |
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Application publication date: 20140402 |