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
收藏
页码:174 / 183
页数:10
相关论文
共 50 条
  • [21] Viscoelastic analysis of a sleeve based on the BP neural network
    Gao, Yubin
    Li, Haibin
    Wei, Guangmei
    He, Yun
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2015, 29 (11) : 4621 - 4629
  • [22] Stock data analysis based on BP neural network
    Zhang, Jie
    Shao, Fengjing
    IITAW: 2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATIONS WORKSHOPS, 2009, : 288 - 291
  • [23] Research on Parallel Rate Control Based on BP Neural Network
    Li, Guoping
    Huang, Lulu
    Wang, Guozhong
    Yao, Chen
    2018 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING (ICALIP), 2018, : 73 - 78
  • [24] Research on the Consumption Warning Model Based on BP Neural Network
    Feng, Yongqin
    Yin, Yan
    Xie, Zhili
    Zhang, Xiaorui
    2017 4TH ICSSH CONFERENCE ON ECONOMIC DEVELOPMENT AND MANAGEMENT (ICSSH-EDM 2017), 2017, 99 : 208 - 214
  • [25] Research on Plant Leaf Recognition Based on BP Neural Network
    Lu, Xiaolei
    Qiu, Jing
    2021 5TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY, ENVIRONMENT AND CHEMICAL SCIENCE (AEECS 2021), 2021, 245
  • [26] Research of a cervical cell sorter based on BP neural network
    Lu, Yaosheng
    Han, Yuqi
    Song, Mengchun
    2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL III, PROCEEDINGS, 2009, : 3 - 7
  • [27] Research on an Improved RAIM Algorithm based on BP Neural network
    Zhong, Lunlong
    Zhao, Jing
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 3622 - 3627
  • [28] Research on tax prediction model based on BP neural network
    Zhang, Shaoqiu
    Hu, Yueming
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13 : 330 - 333
  • [29] Research on AUV Obstacle Avoidance Based on BP Neural Network
    Dong, Lingyan
    Xu, Hongli
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ROBOTICS, CONTROL AND AUTOMATION (ICRCA 2017), 2017, : 26 - 29
  • [30] Research on wind power Prediction based on BP neural Network
    Hu, Dongmei
    Zhang, Zhaoyun
    Zhou, Hao
    2022 SECOND INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL, COMPUTING, COMMUNICATION AND SUSTAINABLE TECHNOLOGIES (ICAECT), 2022,