Standardized representation method and device and equipment for entity name, equipment and storage medium

• Main Authors: LI JIAXIU, SONG WEI, SUN HAOBO, YANG ZHIZHUAN
• Format: Patent
• Language: Chinese; English
• Published: 01.02.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention is applicable to the technical field of artificial intelligence and medical treatment, and provides a standardized representation method, device and equipment for entity names and a storage medium, and the method comprises the following steps: obtaining a target entity name to be represented in a standardized manner; adopting a preset first vector construction model based on the literal dimension to carry out vectorization representation of different granularities on the target entity name, and obtaining a plurality of literal feature vectors of different granularities; performing weighted fusion processing on the plurality of literal feature vectors with different granularities to obtain a first vector of the target entity name based on the literal dimension, and taking the first vector as a representation vector of the target entity name; and inputting the representation vector into a data standardization model for clustering processing, and outputting a standardization name corresponding to t