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A Regression Prediction Algorithm for the Popularity of English Forum Posts Based on Support Vector Machine

Tian Li

Department of Foreign Language, Shaoyang University

摘要:Predicting the popularity of English forum posts has become a key research direction of public opinion monitoring. This paper proposes a new regression prediction algorithm for the popularity of English forum posts. In the process of data processing, firstly, the influencing factors of posts are quantified to study the prediction of the development of public opinion popularity. In this paper, the first thing to do is to study the distribution characteristics of the popularity of English forum posts; then quantify the factors that affect the popularity of posts, and use the regression based vector machine to generate the development trend of public opinion; finally, the prediction method of this paper is tested, and the test results show that the prediction algorithm proposed in this paper has good accuracy Accuracy.
会议名称:

2019 8th International Conference on Advanced Materials and Computer Science(ICAMCS 2019)

会议时间:

2019-12-06

会议地点:

中国重庆

  • 专辑:

    哲学与人文科学; 信息科技

  • 专题:

    外国语言文字; 计算机软件及计算机应用; 自动化技术

  • DOI:

    10.26914/c.cnkihy.2019.036596

  • 分类号:

    H31;TP181;TP391.1

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