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Group intelligence perception task allocation method based on budget allocation

A technology of task allocation and group intelligence sensing, which is applied in resource allocation, multi-programming devices, etc., and can solve problems such as limiting the application range of group intelligence sensing

Active Publication Date: 2019-03-01
广州阿拉丁智能科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, current online task assignment methods have not considered these factors, which largely limits the application range of crowd sensing.

Method used

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  • Group intelligence perception task allocation method based on budget allocation
  • Group intelligence perception task allocation method based on budget allocation
  • Group intelligence perception task allocation method based on budget allocation

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Embodiment Construction

[0045] The present invention will be further described in detail below with reference to the drawings and embodiments, but the present invention is not limited to the following embodiments.

[0046] in figure 1 In this embodiment, the group intelligence perception task allocation method based on budget allocation in this embodiment consists of the following steps:

[0047] (1) The set of perception tasks submitted by the task requester is set to Γ = {τ 1 ,τ 2 ,τ 3 }, task τ i =(B i ,Q i ), where i∈{1,2,3,4}, τ 1 =(4,75),τ 2 = (8,240), τ 3 =(5,110),τ 4 =(6,130);

[0048] (2) Collect user set U={u 1 ,u 2 ,u 3 ,u 4 ,u 5 ,u 6 }, q j Is user u j The quality level of j∈{1,2,3,4}, q 1 = 3, q 2 = 5, q 3 = 3, q 4 = 2, q 5 = 3, q 6 = 2;

[0049] (3) Calculate user u j Complete task τ i The cost c ij , And determine user u j Complete task τ i The income w ij ;

[0050] User u j Complete task τ i The cost c ij ,

[0051] c ij =f(Q i ,q j )=5Q i +10q j (1)

[0052] User u j Complete task τ i The in...

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Abstract

The invention relates to a group intelligence perceptual task allocation method based on budget allocation. The method includes collecting the perceptual task set Gamma = {Tau 1,..., Tau i,..., Tau n}submitted by the task requester, n is a finite natural number, task Tau i= (Bi, Qi), Bi is the total budget of the completed task Tau i, which is a finite positive real number, Qi is the quality requirement value of the task Tau i, which is a finite positive integer; collect the user set U= {u1,..., uj,..., um} and the quality level qj, j Belongs to{1,..., m} of the user uj in the user set; calculating the cost cij of completing the task Tau i by the user uj, and determining the benefit wij of completing the task Tau i by the user uj; the tasks in the perceptual task set Gamma are assigned according to the quality requirement Qi of the task Tau i and the quality level qj of the user uj, and the user remuneration rj is calculated and paid according to the task assignment result.

Description

Technical field [0001] The invention belongs to the technical field of point digital data processing, and specifically relates to a group intelligence perception task allocation method based on budget allocation. Background technique [0002] In recent years, mobile smart devices (such as smart phones, tablet computers, smart watches, etc.) have been widely popularized with the rapid development of mobile computing and wireless communication technologies. Their storage, computing, and communication capabilities have been continuously strengthened, and they are equipped with many sensors ( Such as camera, microphone, gravimeter, GPS, gyroscope, temperature sensor, blood pressure sensor, etc.). On this basis, people use mobile devices used by a large number of ordinary users as the basic perception unit, and collaborate through the Internet of Things / mobile Internet to realize the distribution of perception tasks and the collection and utilization of perception data, and finally co...

Claims

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Application Information

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IPC IPC(8): G06F9/50
Inventor 张立臣闫斌李丽霞王阿娜李黎王小明
Owner 广州阿拉丁智能科技有限公司
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