数据挖掘中的半监督学习及算法实现

A Brief Introduction to Semi-supervised Learning in the Data Mining and a Realization for a Semi-supervised Learning Algorithm

随着数据挖掘在现代社会生产活动中扮演着越来越重要的角色,在计算机科学和其他相关领域中它都受到了很大的重视。在这篇文章中,我将向您简单介绍一个关于机器学习和数据挖掘的前沿领域——半监督学习。为了使数据挖掘的初级读者更好的了解,我将简化一下算法,也就是说,我会忽略一些操作和参数,仅展现一些重要的过程。

As data mining is becoming more and more popular in modern society productive activities,it has been paid much attention both at the domain of computer science and other fields.And in this article,I will discuss a new sphere of machine learning and data mining,which is named semi-supervised learning.First,I am going to have a brief introduction to semi-supervised learning and something related to it.And then,I plan to realize a semi-supervised learning algorithm.However,since I have only a little knowledge about it and for the sake of making this article understandable for people who know a bit concerning data-mining,I decide to simplify the algorithm,that is,I am intend to ignore some operation and parameters,just to display some process.