Research on Sentiment Analysis of Network Forum Based on BP Neural Network

被引：8

作者：

Tang, Yushou ^{[1
]}

Su, Jianhuan ^{[1
]}

Khan, Muazzam A. ^{[2
]}

机构：

[1] Hechi Univ, RD42, Hechi 546300, Guangxi, Peoples R China

[2] Quaid I Azam Univ, Dept Comp Sci, Islamabad, Pakistan

来源：

MOBILE NETWORKS & APPLICATIONS | 2021年 / 26卷 / 01期

关键词：

Emotional analysis; Neural network; Algorithm;

D O I：

10.1007/s11036-020-01697-y

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Nowadays, people pay more and more emotional to the emotional analysis of specific goals. Due to the long training time of many networks, this paper proposes a neural network with specific Objective sentiment analysis. Compared with the current neural network, the algorithm proposed in this paper has a shorter training time, which can effectively make up for the lack of emotional mechanism. Finally, we use the emotional data set to carry out simulation experiments. The experimental results show that the proposed algorithm is better than the ordinary neural network algorithm.

引用

页码：174 / 183

页数：10

共 50 条

[41] Research on Cost Forecasting Model of Power Line Engineering Based on BP Neural Network [J].

Chen, Dan ;

Guan, Weiya ;

Wang, Jingyi ;

Zhang, Hua ;

Zhu, Delv ;

Zhen, Hao .

PROCEEDINGS OF THE 2018 8TH INTERNATIONAL CONFERENCE ON MANAGEMENT, EDUCATION AND INFORMATION (MEICI 2018), 2018, 163 :359-364

[42] RESEARCH OF POWER PREDICTION ABOUT PHOTOVOLTAIC POWER SYSTEM: BASED ON BP NEURAL NETWORK [J].

Zhang Wen-Tao ;

Wang Shuai ;

Du Xin-Hui .

JOURNAL OF ENVIRONMENTAL PROTECTION AND ECOLOGY, 2017, 18 (04) :1614-1623

[43] Fault Diagnosis Research for Servo Valve Based on GA-BP Neural Network [J].

Zheng, Feilong ;

Zeng, Liangcai ;

Lu, Yundan ;

Kai, Gangsheng ;

Fu, Shuguang .

JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2015, 12 (09) :2846-2850

[44] Research on pump fault diagnosis based on pso-bp neural network algorithm [J].

Sang, Jinguo .

PROCEEDINGS OF 2019 IEEE 8TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC 2019), 2019, :1748-1752

[45] Application and research of the train fault diagnosis based on improved BP neural network algorithm [J].

Qu, Yingwei ;

Yan, Yinnan ;

Zheng, Guanghai .

2012 INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING AND COMMUNICATION TECHNOLOGY (ICCECT 2012), 2012, :43-47

[46] Research on Intelligent Diagnosis of Oil Pumping Well Based on Optimized BP Neural Network [J].

Shi Xianjiang ;

Zhang Jian ;

Zhu Xiangdong .

2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, :5670-5674

[47] Research on Optimization of Speed Identification Based on ACO-BP Neural Network and application [J].

Cao, Chengzhi ;

Wang, Yifan ;

Jia, Lichao ;

Liu, Yang .

2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, :6973-6977

[48] RETRACTED: Research on Sports Performance Prediction Based on BP Neural Network (Retracted Article) [J].

Yang, Sitong ;

Luo, Lina ;

Tan, Baohua .

MOBILE INFORMATION SYSTEMS, 2021, 2021

[49] Global Sensitivity Analysis Based on BP Neural Network for Thermal Design Parameters [J].

Yang, Yuting ;

Chen, Liheng ;

Xiong, Yan ;

Li, Shijun ;

Meng, Xu .

JOURNAL OF THERMOPHYSICS AND HEAT TRANSFER, 2021, 35 (01) :187-199

[50] Face recognition method based on independent component analysis and BP neural network [J].

Wang, MX ;

Mo, WL .

INTELLIGENT ROBOTS AND COMPUTER VISION XXI: ALGORITHMS, TECHNIQUES, AND ACTIVE VISION, 2003, 5267 :214-219

← 1 2 3 4 5 →