SIMILARITY DETECTION USING WINNOWING AND CLUSTERINGrepository.unika.ac.id/15337/9/12.02.0014 Dani...
Transcript of SIMILARITY DETECTION USING WINNOWING AND CLUSTERINGrepository.unika.ac.id/15337/9/12.02.0014 Dani...
APPENDIX
CLUSTERING:
import java.util.Random;
import java.io.*;
import java.util.*;
import java.text.DecimalFormat;
public class Clustering
{
private ClusteringLinkList hasilkedekatan=new ClusteringLinkList();
public String namaFile="coba.txt";
TextLinkList baru=new TextLinkList();
private int nilaiRand=0;
private int kedekatan=10000000;
private int pembagian=3;
public Clustering(String namaFile)
{
String line = null;
int i=0;
try
{
FileInputStream FSStream = new FileInputStream(namaFile);
DataInputStream filemasuk = new DataInputStream(FSStream);
BufferedReader baca = new BufferedReader(new InputStreamReader(filemasuk));
while((line = baca.readLine()) != null)
{
String token[] = line.split(",");//d pisahkan tiap ,
while(i<token.length)
{
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SaringTandaBaca text1 = new SaringTandaBaca(token[i]);
baru.setTextLinkList(text1);
//baru.cetakTextLinkList();
//baru.setcetakposisi(1);
//baru.getJumlahNode(2);
//baru.getJumlahNode(1);
//baru.getPanjangLinkListNilaiHash();
i++;
}
}
filemasuk.close();
}
catch(IOException e)
{
System.out.println("error");
}
}
public void Random()
{
//int arraytampung=0;
int arraytampung=baru.getPanjangLinkListNilaiHash();
int[] tampung;
int array=0;
int linklist=1;
tampung=new int[arraytampung];
for(int k=1;k<=arraytampung;k++)
{
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tampung[array]=baru.getJumlahNode(linklist);
array++;
linklist++;
}
int rnd=new Random().nextInt(arraytampung);
this.nilaiRand = tampung[rnd];
}
/*public int Rumus()
{
Random();
//int arraytampung=0;
int arraytampung1=baru.getPanjangLinkListNilaiHash();
int[] tampung1;
tampung1=new int[arraytampung1];
int array=0;
int linklist1=1;
for(int k=1;k<=arraytampung1;k++)
{
tampung1[array]=baru.getJumlahNode(linklist1)-this.nilaiRand;
System.out.println("nilai1="+baru.getJumlahNode(linklist1)+"-nilai2="+this.nilaiRand);
linklist1++;
}
//System.out.println("nilai1="+baru.getJumlahNode(linklist1));
//System.out.println("nilai2="+this.nilaiRand);
return tampung1[array];
}*/
C
public Object[][] Rumus1()
{
int arraytampung2=baru.getPanjangLinkListNilaiHash();
Object xy[][]=new Object[arraytampung2][pembagian+1];
String asd="";
for(int i=0;i<arraytampung2;i++)
{
for(int j=0;j<pembagian+1;j++)
{
xy[i][j]="";
}
}
Random();
int[] tampung2;
tampung2=new int[arraytampung2];
String[] zx;
zx=new String[arraytampung2];
int array2=0;
int linklist2=1;
int batasatas=nilaiRand+kedekatan;
int batasbawah=nilaiRand-kedekatan;
int jarak=(batasatas-batasbawah)/pembagian;
int a=batasbawah;
int b=batasbawah+jarak;
int cluster=1;
int ceker=0;
System.out.println("random="+nilaiRand);
System.out.println("kedekatan="+this.kedekatan);
System.out.println("batasatas="+batasatas);
System.out.println("batasbawah"+batasbawah);
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System.out.println("jarak"+jarak);
try{
PrintWriter writer = new PrintWriter("hasil.txt", "UTF-8");
for(int k=1;k<=arraytampung2;k++)
{
tampung2[array2]=baru.getJumlahNode(linklist2);
zx[array2]=baru.getJumlahNodeText(linklist2);
//System.out.println("node="+tampung2[array2]);
/*if(tampung2[array2]>=batasbawah && tampung2[array2]<=batasatas)
{
xy=xy+"Masuk = "+zx[array2]+" = "+tampung2[array2]+"\n";
writer.print(xy);//menjadikan txt
//System.out.println("zx="+zx[array2]);
}*/
a=batasbawah;
b=batasbawah+jarak;
cluster=1;
for(int m=0;m<pembagian;m++)
{
System.out.println("tampung="+tampung2[array2]);
System.out.println("a="+a);
System.out.println("b="+b);
if(tampung2[array2]>=a && tampung2[array2]<=b)
E
{
asd=zx[array2]/*+" = "+tampung2[array2]+""*/;
System.out.println("asd="+asd);
xy[k-1][m]=asd;
ceker=1;
}
cluster++;
a=a+jarak;
//System.out.println("a="+a);
b=b+jarak;
//System.out.println("b="+b);
}
if(ceker==0)
{
asd=zx[array2]/*+" = "+tampung2[array2]+"\n"*/;
xy[k-1][pembagian]=asd;
writer.print(xy);
System.out.println("nilai1="+tampung2[array2]+" <="+batasbawah+" dan "+">="+batasatas+" bukan claster a");
}
ceker=0;
linklist2++;
array2++;
}
writer.close();
} catch (IOException e) {
// do something
}
return xy;
}
public void setkedekatan(int kedekatan)
F
{
this.kedekatan=kedekatan;
}
public int getkedekatan()
{
return kedekatan;
}
public void setpembagian(int pembagian)
{
this.pembagian=pembagian;
}
public int getpembagian()
{
return pembagian;
}
}
CLUSTERING LINKLIST:
public class ClusteringLinkList
{
private ClusteringNode deret;
int panjangcluster=0;
public ClusteringLinkList()
{
this.deret=null;
}
public void setClusteringLinkList(int cluster)
{
ClusteringNode baru=new ClusteringNode(cluster);
ClusteringNode curr;
curr=deret;
if(deret==null)
G
{
deret=baru;
panjangcluster++;
}
else
{
while(curr.getNext()!=null)
{
curr=curr.getNext();
panjangcluster++;
}
curr.setNext(baru);
}
//curr.cetakInputanNode();
}
public void cetakClusteringLinkList()
{
ClusteringNode curr;
curr=deret;
while(curr!=null)
{
curr.cetakClusteringNode();
curr=curr.getNext();
}
System.out.println();
}
}
CLUSTERING NODE:
public class ClusteringNode
{
private int cluster;
H
private ClusteringNode next;
public ClusteringNode(int cluster)
{
this.cluster=cluster;
next=null;
}
public void setClusteringNode(int cluster)
{
this.cluster=cluster;
}
public int getClusteringNode()
{
return cluster;
}
public void setNext(ClusteringNode baru)
{
this.next=baru;
}
public ClusteringNode getNext()
{
return next;
}
public int getcluster()
{
return cluster;
}
public void setcluster(int cluster)
{
this.cluster=cluster;
}
I
/*public int getAscii()
{
int asciiString=karakter;
return asciiString;
}*/
public void cetakClusteringNode()
{
System.out.println(""+getClusteringNode());
}
public void cetakNilaiAscii()
{
System.out.println("nilai ascii"+getClusteringNode());
}
}
INPUT:
budi memasak,budi memancing,ani memasak,ikan berenang,andi sedang bekerja,bola dikaki budi
DERET KARAKTER:
public class DeretKarakter
{
private Karakter deret;
public int jumlah = 0;
public DeretKarakter()
{
this.deret=null;
}
public void setDeretBelakang(char karakter)
{
Karakter baru=new Karakter(karakter);
Karakter curr;
curr=deret;
if(deret==null)
{
deret=baru;
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}
else
{
while(curr.getNext()!=null)
{
curr=curr.getNext();
}
curr.setNext(baru);
}
}
public void cetakDeretKarakter()
{
Karakter curr;
curr=deret;
while(curr!=null)
{
curr.cetakKarakter();
curr=curr.getNext();
}
System.out.println();
}
public String setAmbilXHuruf(int i,int ngram,int batas)
{
Karakter curr;
curr=deret;
String x="";
int z=0;
while(curr!=null)
{
if(z==i)
{
//System.out.println(""+ngram);
K
for(int b=0;b<ngram;b++)
{
x=x+curr.getKarakter();
curr=curr.getNext();
}
//System.out.println(""+x);
if(z==batas)
break;
}
z++;
curr=curr.getNext();
}
//System.out.println(""+x);
return x;
}
public void cetakXHuruf(int ngram)
{
Karakter curr;
curr=deret;
int count=0;
String hasil="";
int batas=0;
int i=0;
while(curr!=null)
{
count++;
curr=curr.getNext();
}
curr =deret;
batas=count-ngram;
while(curr!=null)
{
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if(i<=batas)
{
hasil=setAmbilXHuruf(i,ngram,batas);
System.out.println(""+hasil); //abc
int ukuran = hasil.length();
double pangkat = (double)hasil.length();
//hash test = new hash(hasil);
//test.simpanHuruf();
//test.cetakListHuruf();
int[] ascii = new int[ukuran];
char[] huruf = new char[ukuran];
int pengurang = 1;
//System.out.println(" ukuran = "+ukuran);
for(int z=0; z<ukuran;z++){
ascii[z] = hasil.charAt(z);
//System.out.println(" z = "+ascii[z]);
//System.out.println(" aaaa = "+ukuran);
huruf[z] = (char)hasil.charAt(z);
//System.out.print(" huruf "+z+" = "+huruf[z]+" ascii-nya = "+ascii[z]);
jumlah = jumlah + ascii[z]*((int)Math.pow(3,(pangkat-pengurang)));
if(jumlah<0)
{
jumlah=jumlah*(-1);
}
pengurang++;
}
//deretnilaingram.setNgramLinkList(jumlah);
//int hasil = jumlah;
//System.out.println(" jumlahnya(pakai rumus) = "+jumlah);
M
}
i++;
curr=curr.getNext();
}
}
public int getNilaiHash()
{
return jumlah;
}
}
GUI:
import java.io.*;
import java.util.*;
import java.text.DecimalFormat;
import java.awt.*;
import javax.swing.*;
import javax.swing.table.*;
import java.awt.event.ActionEvent;
import java.awt.event.ActionListener;
import java.awt.event.WindowAdapter;
import java.awt.event.WindowEvent;
public class GUI {
private JFrame frame;
JTextField inputansatu;
JLabel satu;
JTextField inputandua;
JLabel dua;
JTextField inputantiga;
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JLabel tiga;
JTable table;
/*public static void main(String[] args)
{
EventQueue.invokeLater(new Runnable()
{
public void run()
{
try
{
GUI window = new GUI();
}
catch (Exception e)
{
e.printStackTrace();
}
}
});
}*/
public GUI()
{
initialize();
}
private void initialize()
{
frame = new JFrame("Program pengclusteran kalimat");
frame.setBounds(100,100,800,600);
frame.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
frame.getContentPane().setLayout(null);
O
satu = new JLabel("Input file txt:");
satu.setSize(satu.getPreferredSize());
satu.setLocation(20,30);
frame.add(satu);
inputansatu = new JTextField();
inputansatu.setColumns(20);
inputansatu.setSize(inputansatu.getPreferredSize());
inputansatu.setLocation(10,50);
inputansatu.setToolTipText("Masukkan file txt");
frame.add(inputansatu);
dua = new JLabel("Input nilai kedekatan:");
dua.setSize(dua.getPreferredSize());
dua.setLocation(20,80);
frame.add(dua);
inputandua = new JTextField();
inputandua.setColumns(20);
inputandua.setSize(inputandua.getPreferredSize());
inputandua.setLocation(10,100);
inputandua.setToolTipText("Masukkan nilai kedekatan");
frame.add(inputandua);
tiga = new JLabel("Input pembagian:");
tiga.setSize(tiga.getPreferredSize());
tiga.setLocation(20,130);
frame.add(tiga);
inputantiga = new JTextField();
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inputantiga.setColumns(20);
inputantiga.setSize(inputantiga.getPreferredSize());
inputantiga.setLocation(10,150);
inputantiga.setToolTipText("masukkan nilai pembagian");
frame.add(inputantiga);
final JTextArea textArea = new JTextArea();
textArea.setFont(new Font("Monospaced", Font.PLAIN, 14));
textArea.setForeground(Color.RED);
textArea.setEditable(false);
textArea.setBounds(0,235,450,150);
JButton btnNewButton = new JButton("ok");
btnNewButton.addActionListener(new ActionListener()
{
public void actionPerformed(ActionEvent arg0)
{
Clustering kata = new Clustering(inputansatu.getText());
//OpenFile of=new OpenFile();
String a=inputandua.getText();
String b=inputantiga.getText();
int kedekatan=Integer.parseInt(a);
int pembagian=Integer.parseInt(b);
kata.setkedekatan(kedekatan);
kata.setpembagian(pembagian);
try
{
String columnNames []= new String[pembagian+1];
for(int u=0; u<pembagian+1;u++)
Q
{
columnNames[u]= "clustering "+u;
}
Object hasil[][] = kata.Rumus1();
System.out.println(hasil.length);
System.out.println(hasil[0].length);
table =new JTable(hasil,columnNames);
table.setFont(new Font("Monospaced", Font.PLAIN, 14));
table.setForeground(Color.RED);
table.setBounds(0,300,800,150);
frame.getContentPane().add(table);
//frame.setVisible(true);
//frame.getContentPane().add(new JScrollPane(table));
//textArea.setText(hasil);
//of.PickMe();;
}
catch (Exception e)
{
e.printStackTrace();
textArea.setText("Error input <error>");
}
}
});
R
JButton btnNewButton1 = new JButton("get file");
btnNewButton1.addActionListener(new chooseFile());
btnNewButton.setBounds(125,180,150,43);
frame.getContentPane().add(btnNewButton);
btnNewButton1.setBounds(250,50,100,20);
frame.getContentPane().add(btnNewButton1);
//frame.add(table);
frame.setVisible(true);
}
public void funcchooseFile()
{
JFileChooser fileChooser = new JFileChooser();
fileChooser.setCurrentDirectory(new java.io.File("."));
int result2 = fileChooser.showOpenDialog(null);
if (result2 == fileChooser.APPROVE_OPTION) {
File selectedFileChooser = fileChooser.getSelectedFile();
System.out.println(selectedFileChooser.getAbsolutePath());
this.inputansatu.setText(selectedFileChooser.getAbsolutePath());
}
}
class chooseFile implements ActionListener
S
{
public void actionPerformed(ActionEvent e)
{
funcchooseFile();
}
}
}
KARAKTER NODE:
public class Karakter
{
private char karakter;
private Karakter next;
public Karakter(char karakter)
{
this.karakter=karakter;
next=null;
}
public void setKarakter(char karakter)
{
this.karakter=karakter;
}
public char getKarakter()
{
return karakter;
}
public void setNext(Karakter baru)
{
this.next=baru;
}
public Karakter getNext()
T
{
return next;
}
public int getAscii()
{
int asciichar=karakter;
return asciichar;
}
public void cetakKarakter()
{
System.out.print(""+getKarakter());
}
public void cetakNilaiAscii()
{
System.out.println("nilai ascii"+getKarakter());
}
}
NGRAM NODE:
public class NgramNode
{
private int jumlah;
private NgramNode next;
public NgramNode(int jumlah)
{
this.jumlah=jumlah;
next=null;
}
public void setNgramNode(int jumlah)
{
this.jumlah=jumlah;
}
public int getNgramNode()
U
{
return jumlah;
}
public void setNext(NgramNode baru)
{
this.next=baru;
}
public NgramNode getNext()
{
return next;
}
public int getjumlah()
{
return jumlah;
}
public void setJumlah(int jumlah)
{
this.jumlah=jumlah;
}
/*public int getAscii()
{
int asciiString=karakter;
return asciiString;
}*/
public void cetakNgramNode()
{
System.out.print(""+getNgramNode());
}
public void cetakNilaiAscii()
{
System.out.println("nilai ascii"+getNgramNode());
}
V
}
OPEN FILE:
import java.util.Scanner;
import javax.swing.JFileChooser;
public class OpenFile
{
JFileChooser fileChooser = new JFileChooser();
StringBuilder sb = new StringBuilder();
public void PickMe() throws Exception
{
if(fileChooser.showOpenDialog(null) == JFileChooser.APPROVE_OPTION)
{
java.io.File file = fileChooser.getSelectedFile();
Scanner input = new Scanner(file);
while(input.hasNext())
{
sb.append(input.nextLine());
sb.append("\n");;
//sb.append(file);
}
input.close();
}
else
{
sb.append("No file was selected");
}
}
}
FILTER THE PUNCTUATION:
public class SaringTandaBaca
{
private DeretKarakter tandabaca = new DeretKarakter();
private TextLinkList nilaihash=new TextLinkList();
private String inputkata;
W
public int jumlahhuruf;
public int jumlah1;
public SaringTandaBaca(String inputkata)
{
this.inputkata=inputkata;
}
public void setSaringTandaBaca()
{
int x=0;
char ubahascii;
for(int i=0;i<inputkata.length();i++)
{
x=inputkata.charAt(i);
if(x>=47 && x<=57 || x>=65 && x<=90 || x>=97 && x<=122)
//nomor huruf besar huruf kecil
{
if(x>=65 && x<=90)
{
x=x+32;
ubahascii= (char)x;
//System.out.println(""+ubahascii);
tandabaca.setDeretBelakang(ubahascii);
jumlahhuruf++;
}
else
{
ubahascii= (char)x;
tandabaca.setDeretBelakang(ubahascii);
//System.out.println(""+ubahascii);
jumlahhuruf++;
}
X
}
}
}
public void cetakSaringTandaBaca()
{
tandabaca.cetakDeretKarakter();
}
public void cetakDeretXHuruf(int ngram)
{
tandabaca.cetakXHuruf(ngram);
}
public int getjumlahhuruf()
{
return jumlahhuruf;
}
public int getNilaiHash()
{
int jumlah1=0;
jumlah1=tandabaca.getNilaiHash();
System.out.println(""+jumlah1);
return jumlah1;
}
/*public int getHasilNilaiHash(int posisi)
{
int hasilnilaiposisi=0;
hasilnilaiposisi=nilaihash.getJumlahNode(posisi);
return hasilnilaiposisi;
}*/
public void cetakPosisi(int posisi)
{
Y
nilaihash.setcetakposisi(posisi);
}
public int getNilaiFingerPrint(int posisi)
{
int hasilnilaiposisi=0;
hasilnilaiposisi=nilaihash.getJumlahNode(posisi);
return hasilnilaiposisi;
}
public String getinputkata()
{
return inputkata;
}
}
EXECUTION:
public class TestDrive
{
public static void main(String[] args)
{
GUI asik=new GUI();
}
}
TEXTLINKLIST:
public class TextLinkList
{
private TextNode deret;
private int panjanglinklistnilaihash=0;
public TextLinkList()
{
Z
this.deret=null;
}
public void setTextLinkList(SaringTandaBaca seluruhtext)
{
seluruhtext.setSaringTandaBaca();
seluruhtext.cetakDeretXHuruf(seluruhtext.jumlahhuruf);
int nilaihash=seluruhtext.getNilaiHash();
String zz=seluruhtext.getinputkata();
TextNode baru=new TextNode(seluruhtext,nilaihash,zz);
TextNode curr;
curr=deret;
if(deret==null)
{
deret=baru;
panjanglinklistnilaihash++;
}
else
{
while(curr.getNext()!=null)
{
curr=curr.getNext();
}
curr.setNext(baru);
panjanglinklistnilaihash++;
}
}
public void cetakTextLinkList()
{
TextNode curr;
curr=deret;
AA
while(curr!=null)
{
curr.cetakTextNode();
curr=curr.getNext();
}
System.out.println();
}
public void setcetakposisi(int posisi)
{
//int hasilposisi=0;
TextNode curr;
curr=deret;
for(int i=1;i<posisi;i++)
{
curr=curr.getNext();
}
curr.cetakTextNode();
System.out.println();
}
public int getJumlahNode(int posisi)
{
int hasilposisi=0;
TextNode curr;
curr=deret;
for(int i=1;i<posisi;i++)
{
curr=curr.getNext();
}
hasilposisi=curr.getNilaiHash();
return hasilposisi;
}
AB
public String getJumlahNodeText(int posisi)
{
String hasilposisi="";
TextNode curr;
curr=deret;
for(int i=1;i<posisi;i++)
{
curr=curr.getNext();
}
hasilposisi=curr.getkalimat();
return hasilposisi;
}
public int getPanjangLinkListNilaiHash()
{
System.out.println("panjang="+panjanglinklistnilaihash);
return panjanglinklistnilaihash;
}
}
TEXT NODE:
public class TextNode
{
private SaringTandaBaca seluruhtext;
private String kalimat;
private int nilaihash;
private TextNode next;
public TextNode(SaringTandaBaca seluruhtext,int nilaihash,String kalimat)
{
this.seluruhtext=seluruhtext;
this.nilaihash=nilaihash;
AC
this.kalimat=kalimat;
next=null;
}
public void setTextNode(SaringTandaBaca seluruhtext)
{
this.seluruhtext=seluruhtext;
}
public SaringTandaBaca getTextNode()
{
return seluruhtext;
}
public void setNilaiHash(int nilaihash)
{
this.nilaihash=nilaihash;
}
public void setNext(TextNode baru)
{
this.next=baru;
}
public int getNilaiHash()
{
return nilaihash;
}
public SaringTandaBaca getseluruhtext()
{
return seluruhtext;
}
public void setSeluruhtext(SaringTandaBaca seluruhtext)
{
this.seluruhtext=seluruhtext;
}
public TextNode getNext()
{
AD
return next;
}
public void cetakTextNode()
{
System.out.println("coba1="+getNilaiHash());
}
public void setkalimat(int nilaihash)
{
this.kalimat=kalimat;
}
public String getkalimat()
{
return kalimat;
}
public void setkalimat(String kalimat)
{
this.kalimat=kalimat;
}
}
AE
Filename:Setiawan_Dani_Similarity_Detection_Using_Winnowing_and_Clustering.pdf
Date: 2017-07-26 06:04 UTCResults of plagiarism analysis from 2017-07-26 06:07 UTC
1445 matches from 81 sources, of which 14 are online sources.
PlagLevel: 5.6%/61.0%
[0] (373 matches, 0.0%61.0%) from a PlagScan document of your organisation...g_and_k-means.pdf" dated 2017-07-21 [1] (23 matches, 0.0%3.8%) from a PlagScan document of your organisation...nd_Clustering.odt" dated 2017-07-25 [2] (25 matches, 3.1%) from your PlagScan document "Tugas_Akhir...ARES_IDENTIFY.pdf" dated 2017-07-26 [3] (24 matches, 2.9%/3.1%) from your PlagScan document "Sugianto_Pe...hm_Comparison.odt" dated 2017-07-26
(+ 1 documents with identical matches) [5] (24 matches, 2.9%/3.1%) from your PlagScan document "Vernando__A...LTIPLE_HEAPS..odt" dated 2017-07-26
(+ 1 documents with identical matches) [7] (25 matches, 2.9%/3.0%) from a PlagScan document of your organisation...MATIC_PATTERN.pdf" dated 2017-07-26 [8] (24 matches, 2.9%) from a PlagScan document of your organisation...REST_LOCATION.odt" dated 2017-07-26 [9] (23 matches, 2.8%) from your PlagScan document "Skripsi_12....TRA_ALGORITHM.odt" dated 2017-07-26
(+ 1 documents with identical matches) [11] (22 matches, 2.8%) from a PlagScan document of your organisation...AIML_DATABASE.pdf" dated 2017-07-25 [12] (22 matches, 2.8%) from your PlagScan document "OEI_STANLEY...AIML_DATABASE.pdf" dated 2017-07-26 [13] (21 matches, 2.7%) from a PlagScan document of your organisation...port_13020053.pdf" dated 2017-07-25 [14] (21 matches, 2.7%/2.9%) from your PlagScan document "Nunnajib_Na...att_Algorithm.pdf" dated 2017-07-26 [15] (21 matches, 2.7%) from your PlagScan document "Henry_Hardi...D_APPLICATION.odt" dated 2017-07-26
(+ 2 documents with identical matches) [18] (20 matches, 2.6%/2.8%) from a PlagScan document of your organisation...att_Algorithm.pdf" dated 2017-07-25 [19] (19 matches, 2.7%) from your PlagScan document "Andrian_Har...ON_ON_ANDROID.odt" dated 2017-07-26 [20] (20 matches, 2.6%) from your PlagScan document "Wijayanti_D...ING_ARRAYLIST.pdf" dated 2017-07-26 [21] (19 matches, 2.7%) from your PlagScan document "Andrian_Har...ON_ON_ANDROID.odt" dated 2017-07-26
(+ 1 documents with identical matches) [23] (20 matches, 2.6%) from a PlagScan document of your organisation...ject_13020005.odt" dated 2017-07-25 [24] (20 matches, 2.6%) from a PlagScan document of your organisation...ING_ARRAYLIST.pdf" dated 2017-07-25 [25] (20 matches, 2.6%) from your PlagScan document "Devi_Floren...T'S_GRADE.pdf" dated 2017-07-26 [26] (20 matches, 2.6%) from your PlagScan document "CHRISTIAN_A...TUBE_DATA_API.odt" dated 2017-07-26 [27] (20 matches, 2.6%) from a PlagScan document of your organisation...T'S_GRADE.odt" dated 2017-07-25 [28] (20 matches, 2.6%) from a PlagScan document of your organisation...tube_Data_API.odt" dated 2017-07-25 [29] (19 matches, 2.6%) from your PlagScan document "DICKY_LARSO...WS_CLUSTERING.pdf" dated 2017-07-26 [30] (19 matches, 2.6%) from your PlagScan document "David_Kurni...RED_PROCEDURE.odt" dated 2017-07-26
(+ 1 documents with identical matches) [32] (19 matches, 2.6%) from a PlagScan document of your organisation...WS_CLUSTERING.pdf" dated 2017-07-25 [33] (19 matches, 2.6%) from a PlagScan document of your organisation..._NORTH_MALUKU.odt" dated 2017-07-26 [34] (19 matches, 2.6%) from a PlagScan document of your organisation..._GEDONG_SONGO.odt" dated 2017-07-26 [35] (19 matches, 2.6%) from a PlagScan document of your organisation...R_&_HISTOGRAM.odt" dated 2017-07-25 [36] (19 matches, 2.6%) from a PlagScan document of your organisation...RED_PROCEDURE.pdf" dated 2017-07-26 [37] (19 matches, 2.7%) from a PlagScan document of your organisation...D_APPLICATION.odt" dated 2017-07-26 [38] (18 matches, 2.5%) from a PlagScan document of your organisation...GISTRASI_USER.odt" dated 2017-07-26
(+ 1 documents with identical matches) [40] (17 matches, 2.5%) from a PlagScan document of your organisation...g_Google_Maps.odt" dated 2017-07-26 [41] (17 matches, 2.4%) from a PlagScan document of your organisation...g_Google_Maps.odt" dated 2017-07-26 [42] (17 matches, 2.5%) from a PlagScan document of your organisation...IPT_AND_HTML5.odt" dated 2017-07-26
[42] (17 matches, 2.5%) from a PlagScan document of your organisation...IPT_AND_HTML5.odt" dated 2017-07-26 [43] (17 matches, 2.4%) from a PlagScan document of your organisation...ogle_Maps_API.odt" dated 2017-07-25 [44] (17 matches, 2.5%) from your PlagScan document "Evan_Chandr...R_&_HISTOGRAM.odt" dated 2017-07-26 [45] (17 matches, 2.4%) from a PlagScan document of your organisation...OLLING_SYSTEM.odt" dated 2017-07-25 [46] (17 matches, 2.4%) from a PlagScan document of your organisation...g_Google_Maps.odt" dated 2017-07-25 [47] (11 matches, 1.7%) from a PlagScan document of your organisation...N_COEFFICIENT.pdf" dated 2017-03-03 [48] (9 matches, 1.5%) from a PlagScan document of your organisation...Project-v2-1.docx" dated 2016-03-02 [49] (8 matches, 1.5%) from a PlagScan document of your organisation...XY_USING_JAVA.pdf" dated 2017-03-07 [50] (8 matches, 1.5%) from a PlagScan document of your organisation..._Service_Chat.pdf" dated 2017-03-04 [51] (8 matches, 1.1%) from a PlagScan document of your organisation...ject-13020031.doc" dated 2017-03-20 [52] (7 matches, 1.2%) from a PlagScan document of your organisation...Z_APPLICATION.pdf" dated 2017-03-02 [53] (6 matches, 1.0%) from a PlagScan document of your organisation...DAG_Algorithm.pdf" dated 2017-03-03 [54] (7 matches, 0.5%/0.7%) from https://stackoverflow.com/questions/4490...-class-that-containsapache-poi-in-jframe [55] (6 matches, 0.5%) from a PlagScan document of your organisation...ogle_Maps_API.pdf" dated 2017-03-17 [56] (5 matches, 0.6%) from a PlagScan document of your organisation... Mersilia AS.docx" dated 2017-03-21
(+ 1 documents with identical matches) [58] (6 matches, 0.4%) from a PlagScan document of your organisation... Riki Santosa.pdf" dated 2016-05-23 [59] (4 matches, 0.3%) from a PlagScan document of your organisation..._WATERMARKING.pdf" dated 2017-03-03 [60] (4 matches, 0.3%) from a PlagScan document of your organisation...anduning Rat.docx" dated 2016-07-28 [61] (4 matches, 0.2%/0.4%) from https://sites.google.com/site/javaswingguis/3---components/5---jcombobox [62] (4 matches, 0.3%) from https://stackoverflow.com/questions/15344560/java-swing-separate-core-with-gui
(+ 1 documents with identical matches) [64] (3 matches, 0.2%) from a PlagScan document of your organisation...1.02.0060 1-6.pdf" dated 2016-03-04 [65] (3 matches, 0.2%) from a PlagScan document of your organisation...yes_Algorithm.pdf" dated 2017-03-06 [66] (4 matches, 0.3%) from a PlagScan document of your organisation...e_Recognition.pdf" dated 2017-03-03 [67] (3 matches, 0.2%) from a PlagScan document of your organisation...tic_Algorithm.pdf" dated 2017-03-07 [68] (3 matches, 0.2%) from www.setxce.com/courses/COURSE 104 DE...4 DESIGN OF PILE FOUNDATIONS.pdf [69] (3 matches, 0.2%) from a PlagScan document of your organisation...09 Hempi Indo.doc" dated 2016-07-28 [70] (2 matches, 0.1%) from a PlagScan document of your organisation...065 Ian Akbar.doc" dated 2016-07-27 [71] (2 matches, 0.2%) from library.binus.ac.id/eColls/eThesisdoc/Bab5/Bab 5_11-69.pdf [72] (2 matches, 0.2%) from https://www.forbes.com/sites/adammillsap...e-rising-and-technology-is-contributing/
(+ 1 documents with identical matches) [74] (2 matches, 0.1%) from a PlagScan document of your organisation...20032 fEBRIAN.pdf" dated 2016-03-29 [75] (1 matches, 0.2%) from digilib.its.ac.id/public/ITS-Undergraduate-17276-5107100057-Paper.pdf [76] (1 matches, 0.1%) from www.aisf.or.jp/~jaanus/deta/aOri/arabori.htm [77] (1 matches, 0.2%) from ijcim.th.org/SpecialEditions/v21nSP2/02_10_10D_Fajar.pdf
(+ 1 documents with identical matches) [79] (1 matches, 0.1%) from https://stackoverflow.com/questions/10654236/java-save-object-data-to-a-file [80] (1 matches, 0.1%) from www.mzan.com/article/5280479-how-to-save...oordinates-in-exif-data-on-android.shtml