A Novel Text Personalized Analysis Model Based on BP Neural Network

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 工业控制网络与系统研究室

	A Novel Text Personalized Analysis Model Based on BP Neural Network
	Wang ZF(王忠锋)1,4,5; Wang C(王楚)1,4,5; Li LG(李力刚)1,4,5; Pan, Zhudong 3; Zou, Yunfeng 2
	2020
会议日期	October 25-25, 2020
会议地点	Shanghai, China
关键词	Personalized Sentiment analysis Social media BP neural network
页码	430-441
英文摘要	In online interactive platform, text analysis has greatly changed people's communication, thinking, and promoted the explosive growth of user-generated information. A large number of texts generated by users have become one of the most representative data sources of big data in recent years. Mining and analyzing user-generated information has become essential part on research of social development. The sentiment analysis on social media text as an information processing technology for analyzing, processing, summarizing and reasoning subjective texts with emotions has received extensive attention in academia and industry in recent years, and has been used among many areas of social media and many applications. The traditional text sentiment analysis research work mainly focuses on analyzing emotions from texts, but ignores the individualized differences of users in emotional expression, thus affecting the quality of analysis results. To solve the problems, this paper is about solving the problem of personalized sentiment analysis of social media texts. Considering the wide application of BP neural network technology in social media was proposed to solve the possible challenges of social media text personalized sentiment analysis.
产权排序	1
会议录	Recent Featured Applications of Artificial Intelligence Methods. LSMS 2020 and ICSEE 2020 Workshops - Workshops of the 6th International Conference on Life System Modeling and Simulation, LSMS 2020, and 6th International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2020, Proceedings
会议录出版者	Springer Science and Business Media Deutschland GmbH
会议录出版地	Berlin
语种	英语
ISSN号	1865-0929
ISBN号	978-981-33-6377-9
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/28348]
专题	沈阳自动化研究所_工业控制网络与系统研究室
通讯作者	Wang C(王楚)
作者单位	1.Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China 2.State Grid Jiangsu Marketing Service, Nanjing 210019, China 3.DongFang Eleceronics CO., LTD, Yantai 264001, China 4.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China 5.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
推荐引用方式 GB/T 7714	Wang ZF,Wang C,Li LG,et al. A Novel Text Personalized Analysis Model Based on BP Neural Network[C]. 见:. Shanghai, China. October 25-25, 2020.