假设我有这个单词列表:
String[] stopWords = new String[]{"i","a","and","about","an","are","as","at","be","by","com","for","from","how","in","is","it","not","of","on","or","that","the","this","to","was","what","when","where","who","will","with","the","www"};
比我有文字
String text = "I would like to do a nice novel about nature AND people"
是否有匹配stopWords的方法并在忽略大小写的情况下删除它们;喜欢这样的地方吗?:
String noStopWordsText = remove(text, stopWords);
结果:
" would like do nice novel nature people"
如果你知道正则表达式很有效,但我真的更喜欢像公共解决方案更具有性能导向的东西。
BTW,现在我正在使用这种缺乏适当的不敏感案例处理的公共方法:
private static final String[] stopWords = new String[]{"i", "a", "and", "about", "an", "are", "as", "at", "be", "by", "com", "for", "from", "how", "in", "is", "it", "not", "of", "on", "or", "that", "the", "this", "to", "was", "what", "when", "where", "who", "will", "with", "the", "www", "I", "A", "AND", "ABOUT", "AN", "ARE", "AS", "AT", "BE", "BY", "COM", "FOR", "FROM", "HOW", "IN", "IS", "IT", "NOT", "OF", "ON", "OR", "THAT", "THE", "THIS", "TO", "WAS", "WHAT", "WHEN", "WHERE", "WHO", "WILL", "WITH", "THE", "WWW"};
private static final String[] blanksForStopWords = new String[]{"", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""};
noStopWordsText = StringUtils.replaceEach(text, stopWords, blanksForStopWords);
答案 0 :(得分:16)
使用停用词创建正则表达式,使其不区分大小写,然后使用匹配器的replaceAll
方法将所有匹配项替换为空字符串
import java.util.regex.*;
Pattern stopWords = Pattern.compile("\\b(?:i|a|and|about|an|are|...)\\b\\s*", Pattern.CASE_INSENSITIVE);
Matcher matcher = stopWords.matcher("I would like to do a nice novel about nature AND people");
String clean = matcher.replaceAll("");
模式中的...
只是我在懒惰,继续停用词列表。
另一种方法是循环遍历所有停用词并使用String
的{{1}}方法。这种方法的问题是replaceAll
将为每个调用编译一个新的正则表达式,因此在循环中使用它并不是非常有效。此外,当您使用replaceAll
的{{1}}时,您无法传递使正则表达式不区分大小写的标记。
编辑:我在模式周围添加String
,使其仅匹配整个单词。我还添加了replaceAll
以使其在任何空格后全局化,这可能不是必需的。
答案 1 :(得分:5)
你可以创建一个reg表达式来匹配所有停止单词 [例如a
,注意这里的空格]并最终得到
str.replaceAll(regexpression,"");
或强>
String[] stopWords = new String[]{" i ", " a ", " and ", " about ", " an ", " are ", " as ", " at ", " be ", " by ", " com ", " for ", " from ", " how ", " in ", " is ", " it ", " not ", " of ", " on ", " or ", " that ", " the ", " this ", " to ", " was ", " what ", " when ", " where ", " who ", " will ", " with ", " the ", " www "};
String text = " I would like to do a nice novel about nature AND people ";
for (String stopword : stopWords) {
text = text.replaceAll("(?i)"+stopword, " ");
}
System.out.println(text);
输出:
would like do nice novel nature people
可能有更好的方法。
答案 2 :(得分:4)
这是一个不使用正则表达式的解决方案。我认为它不如我的另一个答案,因为它更长,更不清楚,但如果性能真的非常重要,那么 O(n)其中 n 是文本的长度。
Set<String> stopWords = new HashSet<String>();
stopWords.add("a");
stopWords.add("and");
// and so on ...
String sampleText = "I would like to do a nice novel about nature AND people";
StringBuffer clean = new StringBuffer();
int index = 0;
while (index < sampleText.length) {
// the only word delimiter supported is space, if you want other
// delimiters you have to do a series of indexOf calls and see which
// one gives the smallest index, or use regex
int nextIndex = sampleText.indexOf(" ", index);
if (nextIndex == -1) {
nextIndex = sampleText.length - 1;
}
String word = sampleText.substring(index, nextIndex);
if (!stopWords.contains(word.toLowerCase())) {
clean.append(word);
if (nextIndex < sampleText.length) {
// this adds the word delimiter, e.g. the following space
clean.append(sampleText.substring(nextIndex, nextIndex + 1));
}
}
index = nextIndex + 1;
}
System.out.println("Stop words removed: " + clean.toString());
答案 3 :(得分:1)
在whilespace上拆分text
。然后循环遍历数组并继续追加到StringBuilder
,只要它不是停用词之一。