数码设计Issue(1)：70-73,4.
对症下"谣"——谣言评级模型推动差异化管理
Rumor Rating Model to Promote Differentiated Management
刘博金 1张心怡 1纪伯庸 1王靖萱 1常亚乾1
作者信息
- 1. 河北地质大学 管理学院,石家庄 050031
- 折叠
摘要
Abstract
This study proposes a strategy of rumor grading.Through in-depth research and data analysis,a large amount of rumor data was collected and processed,key features were extracted,and high-quality labeling was performed.Based on these data,a preliminary rumor rating model is established,and the generalization ability of the model is improved using active learning algorithms.With the continuous expansion of the database,the performance of the model will be further improved.Rumor rating has a wide range of application value,and it is recommended to establish a rumor rating governance system to achieve differentiated management.关键词
谣言评级模型/谣言分级/主动学习算法/机器学习Key words
rumor rating model/rumor grading/active learning algorithm/machine learning分类
信息技术与安全科学引用本文复制引用
刘博金,张心怡,纪伯庸,王靖萱,常亚乾..对症下"谣"——谣言评级模型推动差异化管理[J].数码设计,2024,(1):70-73,4.
