酒店评论情感分析系统——用ictclas4j进行中文分词,并去除停用词

  ictclas4j是中科院计算所开发的中文分词工具ICTCLAS的Java版本,因其分词准确率较高,而备受青睐。

  注:ictclas4j缺点:

      a.在eclipse里的java文件一定要保存为gbk编码才可以正常运行,utf-8是不能运行的

      b.ictclas4j目前不支持用户自定义字典

1.  下载ictclas4j

  后面的附件中,我有放上ictclas4j的源码包ictclas4j.zip

2.  在Eclipse中新建项目并进行相关配置

  首先把 ictclas4j解压缩,然后把 Data文件夹整个拷贝到 Eclipse项目的文件夹下, 而 bin目录下的 org文件夹整个拷贝到你Eclipse项目的 bin目录下,把src目录下的org文件夹整个拷贝到 Eclipse项目 的src目录下。

3.  导入外部包commons-lang-2.0.jar

4.  测试ictclas4j的分词效果

 1 import org.ictclas4j.bean.SegResult;
2 import org.ictclas4j.segment.SegTag;
3
4 public class TextSegmentation {
5
6 public static void main(String[] args) {
7 String fileContent = "中国科学院计算技术研究所在多年研究基础上," +
8 "耗时一年研制出了ICTCLAS汉语词法分析系统";
9 SegTag segTag = new SegTag(1);// 分词路径的数目
10 SegResult segResult = segTag.split(fileContent.trim());
11 String classifyContent = segResult.getFinalResult();
12 System.out.println("分词结果\n"+classifyContent);
13 }
14 }

输出带有词性的标注结果:

1 分词结果
2 中国科学院/n 计算/n 技术/n 研究所/n 在/c 多年/m 研究/n 基础/a 上/f ,/w 耗时/v 一/d 年/a 研制/v 出/q 了/u ICTCLAS/nx 汉语/n 词法/n 分析/v 系统/a

5.  用ictclas4j进行中文分词,并去除停用词

1)   在Eclipse中新建一个java project(如:sentence)

2)   按照上述第1,2,3的步骤配置好ictclas4j

3)   在sentence文件目录中新建destFile目录(用于存放分词和去停用词后的结果)和srcFile目录(用于存放需要分词的文本文件和停用词表)

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" 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    srcFile目录下:

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" 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    destFile目录下:

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" alt="" />

4)   新建一个class(如:FileExcludeStopWord.java)

 1 import java.io.BufferedReader;
2 import java.io.BufferedWriter;
3 import java.io.File;
4 import java.io.FileInputStream;
5 import java.io.FileNotFoundException;
6 import java.io.FileOutputStream;
7 import java.io.InputStreamReader;
8 import java.io.OutputStreamWriter;
9 import java.util.*;
10
11 import org.ictclas4j.bean.SegResult;
12 import org.ictclas4j.segment.SegTag;
13 //import ICTCLAS.I3S.AC.ICTCLAS50;
14
15 public class FileExcludeStopWord {
16 //停用词词表
17 public static final String stopWordTable = "." + File.separator + "srcFile" + File.separator + "StopWordTable.txt";
18
19 public static void main(String[] args) {
20
21 //源文件和目的文件
22 String srcFile = "." + File.separator + "srcFile" + File.separator + "酒店评论.txt";
23 String destFile = "." + File.separator + "destFile" + File.separator + "酒店评论.txt";
24 new FileExcludeStopWord().fileExcludeStopWord(srcFile, destFile);
25 }
26
27 public void fileExcludeStopWord(String srcFile,String destFile){
28 try {
29 //读取原文件和停用词表
30 BufferedReader srcFileBr = new BufferedReader(new InputStreamReader(new FileInputStream(new File(srcFile))));
31 BufferedReader StopWordFileBr = new BufferedReader(new InputStreamReader(new FileInputStream(new File(stopWordTable))));
32
33 //将去除停用词的文本信息存入输出文件
34 BufferedWriter destFileBw = new BufferedWriter(new OutputStreamWriter(new FileOutputStream(new File(destFile))));
35
36 //用来存放停用词的集合
37 Set<String> stopWordSet = new HashSet<String>();
38
39 //初始化停用词集
40 String stopWord = null;
41 for(; (stopWord = StopWordFileBr.readLine()) != null;){
42 stopWordSet.add(stopWord);
43 }
44
45 String paragraph = null;
46 for(; (paragraph = srcFileBr.readLine()) != null;){
47 //对读入的文本进行分词
48 SegTag segTag = new SegTag(1);// 分词路径的数目
49 SegResult segResult = segTag.split(paragraph);
50 String spiltResultStr = segResult.getFinalResult();
51 //得到分词后的词汇数组,以便后续比较
52 String[] resultArray = spiltResultStr.split(" ");
53
54 //过滤停用词
55 for(int i = 0; i< resultArray.length; i++){
56 //System.out.println(resultArray[i]);
57 if(stopWordSet.contains(resultArray[i])){
58 resultArray[i] = null;
59 }
60 //System.out.println(resultArray[i]);
61 }
62
63 //把过滤后的字符串数组存入到一个字符串中
64 StringBuffer finalStr = new StringBuffer();
65 for(int i = 0; i< resultArray.length; i++){
66 if(resultArray[i] != null){
67 finalStr = finalStr.append(resultArray[i]).append(" ");
68 }
69 }
70
71 //将过滤后的文本信息写入到指定文件中
72 destFileBw.write(finalStr.toString());
73 destFileBw.newLine();
74 //输出最后的去停用词之后的结果
75 System.out.println(finalStr);
76 }
77
78 //关闭输入流
79 destFileBw.close();
80 StopWordFileBr.close();
81 srcFileBr.close();
82
83 } catch (FileNotFoundException e) {
84 // TODO Auto-generated catch block
85 e.printStackTrace();
86 } catch(Exception e){
87 e.printStackTrace();
88 }
89 }
90 }

酒店评论.txt中的内容:

总体评价:性价比很高,交通便利,周边吃喝玩乐设施齐全,对面就是家乐福。但是前台男客服服务态度很一般,酒店光线太暗看不清,总感觉脏脏的,并且隔音效果一般,有一点点吵,导致晚上睡觉不踏实。对于价钱,三星级价格有点高,一次性用品要收费。

上述代码输出结果:

总体 评价 性 价 高 交通 便利 周边 吃喝玩乐 设施 齐全 对面 家乐福 前台 男客 服 服务 态度 酒店 光线 太 暗 清 总 感觉 脏脏 隔音 效果 一点点 吵 导致 晚上 睡觉 踏实 价钱 三星级 价格 点 高 一次性 用品 收费

注:

  ictclas4j的分词结果中本来是带有词性标注的,但是停用词表中是没有词性标注,故要从分词结果中除去停用词,则原本的分词词性结果不应该出现,所以为了让分词的结果中不进行词性的标注,进行了如下更改:

打开.../src/org/ictclas4j/segment中的SegTag.java文件,修改outputResult()函数,将:

result += sn.getSrcWord() + "/" + temp + " ";

改为:

result += sn.getSrcWord() + "  ";

【补充】

6.  ictclas4j分词过程中可能遇到的问题和解决方案

①   分词的结果中不需要进行词性的标注
打开.../src/org/ictclas4j/segment中的SegTag.java文件,修改outputResult()函数,将:

result += sn.getSrcWord() + "/" + temp + " ";

改为:

result += sn.getSrcWord() + "  "; 

②   “org.apache”

  这个新建的测试类可能会提示错误:"The import org.apache cannot be resolved",这是由于系统需要一个Apache的commons的jar包(如:commons-lang-2.0.jar)。

③ 在读取外部文件的内容进行分词时出现错误,如下所示:
 Exception in thread "main" java.lang.NullPointerException at
org.ictclas4j.bean.Dictionary.getMaxMatch
 打开../src/org/ictclas4j/bean中的Dictionary.java文件,修改getMaxMatch()函数,在:

for (int j = 0; j < wis.size(); j++) {

之前加上如下语句,判断为空条件:

if (wis == null) { return null; }

④ 读取外部文件时由于编码问题引起的错误

  注意文件的读取方式,在打开文件的同时注意指定文件的编码:

InputStreamReader read = new InputStreamReader (new FileInputStream(f),"UTF-8");

  举例如下:

 1 import java.io.BufferedReader;
2 import java.io.File;
3 import java.io.FileInputStream;
4 import java.io.FileReader;
5 import java.io.InputStreamReader;
6
7 import org.ictclas4j.bean.SegResult;
8 import org.ictclas4j.segment.SegTag;
9
10 public class Test {
11 public static void main(String[] args) throws Exception{
12 SegTag st = new SegTag(1);
13 String str = "";
14 int n = 0;
15 File f = new File("E:/corpus/traindatas/train_uy2ch.ch.txt");
16 InputStreamReader read = new InputStreamReader (new FileInputStream(f),"UTF-8");
17 BufferedReader reader=new BufferedReader(read);
18 String line;
19 while ((line = reader.readLine()) != null&&n<20) {
20 SegResult sr = st.split(line);
21 System.out.println(sr.getFinalResult());
22 n ++;
23 }
24 }
25 }

⑤ 在对大文件进行中文分词时,出现了以下的错误信息:

java.lang.ArrayIndexOutOfBoundsException: -39
at java.util.ArrayList.get(ArrayList.java:324)
at org.ictclas4j.bean.Dictionary.findInOriginalTable(Dictionary.java:
422)
at org.ictclas4j.bean.Dictionary.getFreq(Dictionary.java:632)
at org.ictclas4j.segment.GraphGenerate.biGenerate(GraphGenerate.java:
170)
at org.ictclas4j.segment.Segment.split(Segment.java:81)
at com.ictclas4j.test.MyTest.main(MyTest.java:19)

可能的出错原因:

分词过程中出现了未能识别的字,如繁体字等

改错方法:在Dictionary.java文件中找到findInOriginalTable()方法,将其中的:

if (res != null && wts != null) { 

改为:

if (res != null && wts != null &&index>=0 &&index<wts.size()) {

感谢如下博客:

1.使用ictclas4j进行中文分词

2.使用ictclas4j进行中文分词(续)

3.使用继续完善前人写的文章:使用ICTCLAS JAVA版(ictclas4j)进行中文分词

4.Java过滤停用词源码

附件:ictclas4j+commons-lang-2.4.jar+stopword

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