Occupational development planning method based on time sequence knowledge graph

• Main Authors: JING HAO, XU WEN, XIAO XIAOFAN, WU XIANREN, XIE ZHIHUI, LIU WANGXIANG, LI JINGQUAN
• Format: Patent
• Language: Chinese; English
• Published: 09.12.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention discloses an occupational development planning method based on a time sequence knowledge graph, and the method comprises the following steps: S1, analyzing and extracting massive information, and constructing nodes and relationships of the knowledge graph; s2, mapping each node into a high-dimensional vector according to the constructed knowledge graph, constructing a graph neural network, inputting the graph neural network into a multi-layer full-connection neural network for classification, and constructing an occupational development planning model; s3, extracting information of occupational development planning candidates, mapping the information of the occupational development planning candidates into a high-dimensional vector according to the graph neural network of the knowledge graph, inputting the information into the occupational development planning model, and outputting occupational development paths and targets with background experiences similar to those of the occupational develop