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PageRank.java
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116 lines (110 loc) · 2.47 KB
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import java.util.ArrayList;
public class PageRank {
ArrayList<Data> data_List;
ArrayList<String> t_list = new ArrayList<>();
ArrayList<PTeam> res_list = new ArrayList<>();
DiGraph D;
double DAMP = 0.9;
public PageRank(ArrayList<Data> game_List, ArrayList<Team> team_List) {
data_List = game_List;
for(int i = 0;i < team_List.size();i++) {
t_list.add(team_List.get(i).name);
}
D = new DiGraph(t_list);
for(int i = 0;i < data_List.size();i++){
String t1 = data_List.get(i).winner;
String t2 = data_List.get(i).loser;
int i1 = -1 , i2 = -1;
for(int a = 0;a < t_list.size();a++){
if(t1.equals(t_list.get(a))){
i1 = a;
}
else if(t2.equals(t_list.get(a))){
i2 = a;
}
}
D.addEdge(i1, i2);
}
//determining number of outlinks each team has
int out_links = 0;
for(int i = 0;i < D.V;i++){
out_links = 0;
for(int a = 0;a < D.V;a++){
if(a != i){
if(D.adj(a).contains(i)){
out_links++;
}
}
}
PTeam t = new PTeam(t_list.get(i),out_links);
res_list.add(t);
}
//Algorithm
int t = 0;
double e = .01;
double PR_0 = 0.0;
double PR_1 = 0.0;
while(true){
//End Condition
if(t == 0){
PR_0 = PR(t);
PR_1 = PR(t+1);
}
else{
PR_0 = PR_1;
PR_1 = PR(t+1);
}
if(Math.abs(PR_1 - PR_0) <= e){
//System.out.println(Math.abs(PR_1 - PR_0));
break;
}
//System.out.println(Math.abs(PR_1 - PR_0));
t++;
if(t == 100){
break;
}
}
}
public double PR(int t){
if(t == 0){
for(int i = 0;i < res_list.size();i++){
res_list.get(i).score = (1/D.V);
res_list.get(i).new_score = (1/D.V);
}
for(int i = 0;i < res_list.size();i++){
res_list.get(i).score = res_list.get(i).new_score;
}
return 1.0;
}
else{
double sum = 0.0;
double f = (1.0-DAMP)/D.V;
for(int i = 0;i < D.V;i++){
double x = 0.0;
for(int a = 0;a < D.adj(i).size();a++){
if(res_list.get(D.adj(i).get(a)).links_outward > 0){
x += (res_list.get(D.adj(i).get(a)).score / res_list.get(D.adj(i).get(a)).links_outward);
}
}
//System.out.println(x);
double s = (f + (DAMP*x));
res_list.get(i).new_score = s;
sum += s;
}
for(int i = 0;i < res_list.size();i++){
res_list.get(i).score = res_list.get(i).new_score;
}
return sum;
}
}
}
class PTeam{
String name = "";
int links_outward = 0;
double score = 0.0;//t
double new_score = 0.0;//t+1
public PTeam(String n, int l_o){
name = n;
links_outward = l_o;
}
}