Personalized Recycling of Social Psychology in the Context of Big Data in the Context of Transfer Learning

doi:10.1007/978-3-030-97874-7_113

PSYCH OpenIR

	Personalized Recycling of Social Psychology in the Context of Big Data in the Context of Transfer Learning
	Sun, Yuqi 1,2; Zhou, Jie1
摘要	data-language="eng" data-ev-field="abstract">Aiming at the obstacles of developing personalized language model on small data sets, this paper proposes a personalized recurrent neural network language model based on transfer learning, and studies the application of social psychology in the model. A transfer learning training mode based on pre training word vector, pre training movie script data set, parameter fine-tuning and feature extraction classifier is designed. A personalized language model with high recognition degree is established on small data set, which reduces the confusion of the model and improves the performance of the model.
	2022
语种	英语
DOI	10.1007/978-3-030-97874-7_113
发表期刊	Lecture Notes on Data Engineering and Communications Technologies
ISSN	2367-4512
卷号	125 页码:819-823
收录类别	EI
引用统计
文献类型	期刊论文
条目标识符	http://ir.psych.ac.cn/handle/311026/42250
专题	中国科学院心理研究所
作者单位	1.Institute of Psychology, CAS, Beijing; 100101, China 2.Department of Psychology, University of Chinese Academy of Sciences, Beijing; 100101, China
推荐引用方式 GB/T 7714	Sun, Yuqi,Zhou, Jie. Personalized Recycling of Social Psychology in the Context of Big Data in the Context of Transfer Learning[J]. Lecture Notes on Data Engineering and Communications Technologies,2022,125:819-823.
APA	Sun, Yuqi,&Zhou, Jie.(2022).Personalized Recycling of Social Psychology in the Context of Big Data in the Context of Transfer Learning.Lecture Notes on Data Engineering and Communications Technologies,125,819-823.
MLA	Sun, Yuqi,et al."Personalized Recycling of Social Psychology in the Context of Big Data in the Context of Transfer Learning".Lecture Notes on Data Engineering and Communications Technologies 125(2022):819-823.