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METHOD AND SYSTEM FOR DETERMINING THE RESULTS OF THE PROBLEM EXECUTION IN A CROWDS-SOURCING ENVIRONMENT

机译:确定人群来源环境中问题执行结果的方法和系统

摘要

A method and system for determining a result for a task executed in a crowd-sourced environment is disclosed. The method comprises receiving, a plurality of results of the task having been submitted by a plurality of human assessors; receiving a quality score for each human assessor of the plurality of human assessors; generating a plurality of vector representations comprising a vector representation for each of the results; mapping, the plurality of vector representations into a vector space; clustering the plurality of vector representations into at least a first cluster and a second cluster; executing a machine learning algorithm configured to generate a first confidence parameter and a second confidence parameter; in response to a given one of the first confidence parameter and the second confidence parameter meeting a predetermined condition, generating, an aggregated vector representation; and selecting the aggregated vector representation as the result of the task.
机译:公开了一种用于确定在众包环境中执行的任务的结果的方法和系统。该方法包括:接收已经由多个人工评估者提交的任务的多个结果;以及接收多个人类评估者中每个人类评估者的质量得分;产生包括每个结果的矢量表示的多个矢量表示;将多个向量表示映射到向量空间;将多个矢量表示聚类为至少第一聚类和第二聚类;执行机器学习算法,该机器学习算法被配置为生成第一置信度参数和第二置信度参数;响应于第一置信度参数和第二置信度参数中的给定的一个满足预定条件,生成聚合矢量表示;并选择聚合的矢量表示作为任务的结果。

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