基于SVM的《红楼梦》写作风格研究

Research on the Writing Style of "Dream of the Red Chamber" Based on SVM

SVM具有出色的学习性能,已成为国际机器学习界的研究热点。对于红楼梦的作者问题一直没有定论,许多人围绕此问题展开了大量的研究,得到了不同的结论。应用SVM方法对《红楼梦》的前80回与后40回的写作风格进行了比较研究,得到了与已有文献[9-11]类似的结果,即前80回为同一人所作,后40回中除原作者的少量残稿外,可能为其他人所作。

SVM has become the hot issue in the international machine learning field due to the excellent learning performance.Who is the author of ＂Dream of the Red Chamber＂ has not been come to an agreement.Many people have done more work for this problem and obtained different conclusions.This paper firstly uses the SVM method to compare the writing style between the former 80 sections and the last 40 sections of ＂Dream of the Red Chamber＂ and obtains the conclusion similar to the Refs.