Data mining system, method and device

• Main Authors: HE XIAOJUN, ZHANG YARAN, YAN YU
• Format: Patent
• Language: Chinese; English
• Published: 05.08.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; HANDLING RECORD CARRIERS; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention relates to a data mining method and system and a related device. The data mining method at least comprises the steps of obtaining historical medical data and training a memory network model to realize establishment and updating of a department classification model. The establishment and updating of the department classification model at least comprise the following steps; inputting the historical illness description into a memory network model for training to obtain the probability of the historical illness description corresponding to each department; evaluating a training effect of the memory network model, and judging whether training is stopped or not according to an evaluation result; under the condition that the evaluation result is invalid training, updating parameters of the memory network model so as to carry out next training; and under the condition that the evaluation result is that training is stopped, generating the department classification model by using the current memory networ