Data fusion method for multiple data sources, device, electronic equipment and storage medium

• Main Authors: CHEN KEYAN, ZHU YANQIAO, YU NING
• Format: Patent
• Language: Chinese; English
• Published: 22.05.2020
• Subjects: CALCULATING; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention relates to a big data technology and discloses a data fusion method for multiple data sources. The method comprises the steps as follows: obtaining an original to-be-fused data set, a training feature set and a training feature tag set from a client, and performing data mapping operation on the original to-be-fused data set to obtain a standard to-be-fused data set; and training a pre-constructed original fusion model by using the training feature set and the training feature tag set to obtain a standard fusion model, inputting the standard to-be-fused data set into the standardfusion model for fusion operation to obtain fused data, and returning the fused data to the client. The invention further puts forward a data fusion device for multiple data sources, electronic equipment and a computer readable storage medium. According to the invention, the problems of strong subjectivity and low fusion accuracy in the data fusion process can be solved. 本发明涉及一种大数据技术，揭露了一种多数据来源的数据融合方法，包括：从客户端中获取原始待融合数据集、训