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简单的,分词算法

2008-08-05 09:10  Virus-BeautyCode  阅读(1383)  评论(0编辑  收藏  举报

一个简单的英文分词程序


转载:http://west263.com/info/html/chengxusheji/Javajishu/20080404/57978.html

在实验室接手的第一个任务,写一个英文分词程序,要将形如:Books in tuneBoxes are for Chinese-Children!断为:Book in tune Box are for Chinese child,也就是说要将复数转为单数,将连写的首字母大写的单词分开等等。复数转单数考虑的比较周全了应该,基本囊活了绝大多数情况。根据大写断词上考 虑有些欠妥,比如NEC这样的词显然应该保留,但是这儿会被拆为三个单词。正在试图改进

/**
* 分词
*
* @param source
* 待分的字符串
* @return String[]
*/
public String[] fenci(String source) {
/* 分隔符的集合 */
String delimiters = " \t\n\r\f~!@#$%^&*()_ |`1234567890-=\\{}[]:\";'<>?,./'";

/* 根据分隔符分词 */
StringTokenizer stringTokenizer = new StringTokenizer(source,
delimiters);
Vector vector = new Vector();

/* 根据大写首字母分词 */
while (stringTokenizer.hasMoreTokens()) {
String token = stringTokenizer.nextToken();
int index = 0;
flag1: while (index < token.length()) {
flag2: while (true) {
index ;
if ((index == token.length())
|| !Character.isLowerCase(token.charAt(index))) {
break flag2;
}
}
vector.addElement(token.substring(0, index));
//System.out.println("识别出" token.substring(0, index));
token = token.substring(index);
//System.out.println("剩余" token);
index = 0;
continue flag1;
}
}

/*
* 复数转单数 参考以下文档:
* http://ftp.haie.edu.cn/Resource/GZ/GZYY/DCYFWF/NJSYYY/421b0061ZW_0015.htm
*/
for (int i = 0; i < vector.size(); i ) {
String token = (String) vector.elementAt(i);
if (token.equalsIgnoreCase("feet")) {
token = "foot";
} else if (token.equalsIgnoreCase("geese")) {
token = "goose";
} else if (token.equalsIgnoreCase("lice")) {
token = "louse";
} else if (token.equalsIgnoreCase("mice")) {
token = "mouse";
} else if (token.equalsIgnoreCase("teeth")) {
token = "tooth";
} else if (token.equalsIgnoreCase("oxen")) {
token = "ox";
} else if (token.equalsIgnoreCase("children")) {
token = "child";
} else if (token.endsWith("men")) {
token = token.substring(0, token.length() - 3) "man";
} else if (token.endsWith("ies")) {
token = token.substring(0, token.length() - 3) "y";
} else if (token.endsWith("ves")) {
if (token.equalsIgnoreCase("knives")
|| token.equalsIgnoreCase("wives")
|| token.equalsIgnoreCase("lives")) {
token = token.substring(0, token.length() - 3) "fe";
} else {
token = token.substring(0, token.length() - 3) "f";
}
} else if (token.endsWith("oes") || token.endsWith("ches")
|| token.endsWith("shes") || token.endsWith("ses")
|| token.endsWith("xes")) {
token = token.substring(0, token.length() - 2);
} else if (token.endsWith("s")) {
token = token.substring(0, token.length() - 1);
}

/* 处理完毕 */
vector.setElementAt(token, i);
}

/* 转为数组形式 */
String[] array = new String[vector.size()];
Enumeration enumeration = vector.elements();
int index = 0;
while (enumeration.hasMoreElements()) {
array[index] = (String) enumeration.nextElement();
index ;
}

/* 打印显示 */
for (int i = 0; i < array.length; i ) {
System.out.println(array[i]);
}

/* 返回 */
return array;
}