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SYSTEMS AND METHODS FOR IMPROVING SCHEDULING INEFFICIENCIES USING PREDICTIVE MODELS
SYSTEMS AND METHODS FOR IMPROVING SCHEDULING INEFFICIENCIES USING PREDICTIVE MODELS
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机译:使用预测模型改善排程效率低下的系统和方法
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摘要
Systems and methods are presented for scheduling appointments efficiently by generating predictive models using historical appointment data and using these models to predict in advance whether an appointment will be a no-show or a cancellation. The predictive models may be based on logistic regression methods, support vector machines, or neural networks. If the model predicts that an appointment in a particular time-slot will probably be a no-show/cancellation, a scheduling system may decide to double-book that time-slot in order to reduce scheduling inefficiency.
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