1.Public Meteorological Service Center,China Meteorological Administration;2.Key Laboratory of Virtual Geographic Environment,Ministry of Education,Nanjing Normal University,Nanjing Jiangsu
The meteorological service texts is a window for the organizing committee, judges, and staff of the teams to obtain meteorological information about their related work, providing the necessary meteorological protection for the smooth holding of the event and the activities during the event. The existing text production requires manual writing and review, which is not efficient, while the fully automated text generation mainly relies on templates and has a fixed form. To address these problems, a knowledge graph-based texts generation method of winter Olympic event meteorological services is proposed in combination with natural language processing technology. Focusing on content analysis and feature extraction from historical event meteorological service texts, the knowledge graph of alpine skiing events is constructed using meteorological data and historical event information. The method generates meteorological description texts based on real-time meteorological data and manuscript templates, and then obtains event impact results and generates corresponding texts based on knowledge graph query inference techniques. The experimental results show that the automatic generation of meteorological service text have good accuracy and readability, which helps the smooth promotion of the Winter Olympic events, and the text generation method has good application prospects for the special area.
丰德恩,张雪英,唐卫,等. 基于知识图谱的冬奥赛事气象服务文本生成方法研究[J]. 科学技术与工程, , ():复制