Normalizing Data Sets for Predicting an Attribute of the Data Sets

摘要

Systems and methods are provided for improving communication by various computing systems in a network. Each computing system can be used to receive and process data. The data can be associated with a process represented by a chain of tasks. The computing systems can determine various parameters associated with the chain of tasks for determining a risk associated with the chain of tasks. The computing system can also determine a risk associated with multiple chains of tasks and aggregate the risks associated with the multiple chains of tasks. Determining the risk associated with each chain of tasks in the multiple chains of tasks can normalize a risk represented by the chains of tasks. Determining the risk associated with each chain of tasks or normalizing the risks represented by the chains can improve communication by the various computing systems in the network.

主权项

1. A method comprising:
receiving, by a processing device, a data set associated with a clinical trial, wherein the data set includes data about a plurality of tasks to be completed for planning or implementing the clinical trial and a predetermined date for completing the plurality of tasks; storing, by the processing device, the data set; generating, by the processing device, a chain of tasks based on the stored data by determining a relationship between tasks in the plurality of tasks and electronically converting the stored data into the chain of tasks based on the relationship; receiving, by the processing device, a first subset of data associated with the chain of tasks, wherein the first subset of data includes data for determining a progress of completing the chain of tasks; determining, by the processing device, a buffer index associated with the chain of tasks based on the first subset of data, the buffer index corresponding to a likelihood of completing the chain of tasks by the predetermined date, wherein the buffer index can be used to determine when the processing device receives or processes an additional data set; and generating, by the processing device, an interface for display that includes data associated with the chain of tasks, the first subset of data, or the buffer index.