文献类型：会议论文

英文题名：Research on the Application of SVM Classification in Frontier Science

作者：Du, Mei[1];Zhu, Yue[1]

第一作者：杜梅

通讯作者：Du, M[1]

机构：[1]Beijing Union Univ, Coll Management, Beijing 100101, Peoples R China

第一机构：北京联合大学管理学院

通讯机构：[1]corresponding author), Beijing Union Univ, Coll Management, Beijing 100101, Peoples R China.|[1141755]北京联合大学管理学院;[11417]北京联合大学;

会议论文集：International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA)

会议日期：MAY 21-22, 2017

会议地点：Beijing, PEOPLES R CHINA

语种：英文

外文关键词：support vector machine (SVM); frontier science; text classification; machine learning

摘要：The frontier field of science is very active in every subject, and it has a distinct mechanics. This law is highlighted in the number of research results in the rapid acceleration of growth, and has a strong academic radiation. Analysis of the frontier of scientific research results based on the characteristics, this paper selects the theme about Mars immigrants in space science, through the network to collect related theme papers, published time, keyword, cited information from the text, based on the statistical treatment of frequency, learning algorithms using support vector machine the field of quantitative research, tracking statement, development, in order to determine the identification of science frontier literature.