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SYSTEMS AND METHODS FOR PREDICTING PROBABILITIES OF PROBLEMS AT SERVICE PROVIDERS, BASED ON CHANGES IMPLEMENTED AT THE SERVICE PROVIDERS
SYSTEMS AND METHODS FOR PREDICTING PROBABILITIES OF PROBLEMS AT SERVICE PROVIDERS, BASED ON CHANGES IMPLEMENTED AT THE SERVICE PROVIDERS
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机译:基于服务提供商实施的更改的服务提供商问题概率预测系统和方法
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摘要
Systems and methods are provided for predicting a probability of a problem in a service at a service provider based on implementation of a change to the service. One exemplary method includes a risk engine accessing change records for historical changes in services associated with the service provider where each record includes a text description of the implemented change and a problem/no problem result for the change. For each record, the risk engine normalizes the text description of the implemented change and generates a word-count matrix based on the normalized text description. The risk engine then performs a regression analysis of the generated word-count matrices for the records and the corresponding problem/no problem results, thereby providing a regression model, and generates a predictive algorithm based on a score provided from the regression model and at least one change factor associated with the change records.
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