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TASK ASSIGNMENT USING RANKING SUPPORT VECTOR MACHINES

  • US 20150095080A1
  • Filed: 12/08/2014
  • Published: 04/02/2015
  • Est. Priority Date: 10/26/2011
  • Status: Active Grant
First Claim
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1. A method of ranking workers for an incoming task, the method comprising:

  • extracting, by a processor, first attributes from a list of tasks that were completed during a pre-determined period;

    generating, by a processor, a first feature vector for each task and worker from the first extracted attributes;

    training, by a processor, a Support Vector Machine (SVM) based on the first feature vectors to output a weight vector;

    extracting, by a processor, second attributes from an incoming task;

    generating, by a processor, a second feature vector based on the second extracted attributes; and

    ranking, by the processor, the workers for performing the incoming task using the second feature vector and the weight vector,wherein each first feature vector indicates a percentage of each workers'"'"' workload spent on the completed tasks having the same attribute as the incoming task during the selected period.

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