mathieu/CAU-NLP-Spring-2019-PQ-Man-Server
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Ranking of the URL's by tf idf added

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2019-06-06 21:19:05 +09:00
parent 8494af6d6d
commit 5acf243701
9 changed files with 264 additions and 345 deletions
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184
App.java
View File

@ -1,184 +0,0 @@
import java.io.IOException;
import java.util.ArrayList;
import java.util.Scanner;
import java.util.StringTokenizer;
import org.jsoup.Jsoup;
import org.jsoup.nodes.Document;
import org.jsoup.nodes.Element;
import org.jsoup.select.Elements;
public class App {
public static void main(String[] args) throws Exception {
String url[] = {"https://www.thesun.co.uk/?s=", "https://www.bbc.co.uk/search?q=", "https://www.skysports.com/search?q="};
//ArrayList<String> key = new ArrayList<String>();
Article data = new Article();
//key.add("salah");
//key.add("Liverpool");
//key.add("Champions league");
// 가져오고 싶은 정보가 있는 웹페이지의 url
Document doc = null;
Elements element = null;
Scanner scanner = new Scanner(System.in);
System.out.print("Please type keywords : ");
String key[] = scanner.nextLine().split(",");
scanner.close();
for (int j = 0; j < url.length; j++) {
for (int i = 0; i < key.length; i++) {
String urlTmp = url[j] + key[i];
doc = Jsoup.connect(urlTmp).execute().parse(); // Document에 url 페이지의 데이터를 가져온다.
/* } catch (IOException e) {
e.printStackTrace();
}*/
if (url[j].equals("https://www.thesun.co.uk/?s=")) {
element = doc.select("div.search-results-wrap");
for (Element el : element.select(".teaser-item")) {
if (el.select("p").text().toLowerCase().contains(key[i].toLowerCase())) {
data.setHeadline(el.select("p").text());
Elements elUrl = el.select(".teaser__copy-container a");
data.setUrl(elUrl.first().absUrl("href"));
String temp = el.select(".search-date").text();
data.setDate(changeDate(temp));
data.setSite("The Sun");
}
}
}
if (url[j].equals("https://www.bbc.co.uk/search?q=")) {
element = doc.select("section.search-content");
for (Element el : element.select("li[data-result-number]")) {
data.setHeadline(el.select("h1").select("a").text());
Elements elUrl = el.select("a[href]");
data.setUrl(elUrl.first().absUrl("href"));
String temp = el.select(".display-date").text();
data.setDate(changeDate(temp));
data.setSite("BBC");
}
}
if (url[j].equals("https://www.skysports.com/search?q=")) {
element = doc.select("div.news-list");
for (Element el : element.select("div.news-list__item")) {
data.setHeadline(el.select("h4").select("a").text());
Elements elUrl = el.select("a[href]");
data.setUrl(elUrl.first().absUrl("href"));
String temp = el.select(".label__timestamp").text();
data.setDate(changeDate2(temp));
data.setSite("SKYSPORTS");
}
}
}
}
String content = "";
for(int i = 0; i < data.getHowManyData(); i++) {
content = "";
doc = Jsoup.connect(data.getUrl(i)).execute().parse();
if (data.getSite(i) == "The Sun") {
element = doc.select("div.article__content");
for (Element el : element.select("p")) {
content += el.text();
}
data.setContent(content);
}
else if (data.getSite(i) == "BBC") {
element = doc.select("div#story-body");
for (Element el : element.select("p")) {
content += el.text();
}
data.setContent(content);
}
else if (data.getSite(i) == "SKYSPORTS") {
element = doc.select("div.article__body");
for (Element el : element.select("p")) {
if (!el.hasClass("widge-marketing__text")) {
content += el.text();
}
}
data.setContent(content);
}
System.out.println(data.getDate(i));
System.out.println(data.getHeadline(i));
System.out.println(data.getUrl(i));
System.out.println(data.getSite(i));
System.out.println(data.getContent(i));
}
}
public static int changeDate2(String date) {
date = date.substring(0, 2) + date.substring(2 + 1);
date = date.substring(0, 4) + date.substring(4 + 1);
String year = date.substring(4, 8);
String month = date.substring(2,4);
String day = date.substring(0, 2);
String fdate = year + month + day;
int mydate = Integer.parseInt(fdate);
return mydate;
}
public static int changeDate(String date) {
int formdate = 0;
String sp[] = date.split(" ");
formdate += Integer.parseInt(sp[2]) * 10000;
formdate += Integer.parseInt(sp[0]);
switch (sp[1]) {
case "January":
case "Jan":
formdate += 100;
break;
case "February":
case "Feb":
formdate += 200;
break;
case "March":
case "Mar":
formdate += 300;
break;
case "April":
case "Apr":
formdate += 400;
break;
case "May":
formdate += 500;
break;
case "June":
case "Jun":
formdate += 600;
break;
case "July":
case "Jul":
formdate += 700;
break;
case "August":
case "Aug":
formdate += 800;
break;
case "September":
case "Sep":
formdate += 900;
break;
case "October":
case "Oct":
formdate += 1000;
break;
case "November":
case "Nov":
formdate += 1100;
break;
case "December":
case "Dec":
formdate += 1200;
break;
}
return formdate;
}
}

63
Article.java
View File

@ -1,63 +0,0 @@
import java.util.ArrayList;
public class Article {
public Article() {
date = new ArrayList<Integer>();
Headline = new ArrayList<String>();
Url = new ArrayList<String>();
Site = new ArrayList<String>();
Content = new ArrayList<String>();
}
private ArrayList<Integer> date;
private ArrayList<String> Headline;
private ArrayList<String> Url;
private ArrayList<String> Site;
private ArrayList<String> Content;
public void setDate(int num) {
date.add(num);
}
public void setHeadline(String head) {
Headline.add(head);
}
public void setUrl(String url) {
Url.add(url);
}
public void setSite(String site) {
Site.add(site);
}
public void setContent(String content) {
Content.add(content);
}
public int getHowManyData() {
return Headline.size();
}
public int getDate(int num) {
return date.get(num);
}
public String getHeadline(int num) {
return Headline.get(num);
}
public String getUrl(int num) {
return Url.get(num);
}
public String getSite(int num) {
return Site.get(num);
}
public String getContent(int num) {
return Content.get(num);
}
}

151
CAu_NLP_2019/.idea/workspace.xml
View File

@ -11,8 +11,7 @@
<option name="LAST_RESOLUTION" value="IGNORE" />
</component>
<component name="DefaultGradleProjectSettings">
<option name="testRunner" value="GRADLE" />
<option name="delegatedBuild" value="true" />
<option name="isMigrated" value="true" />
</component>
<component name="FileEditorManager">
<leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
@ -20,16 +19,16 @@
<entry file="file://$PROJECT_DIR$/pom.xml">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="102">
<caret line="6" column="16" lean-forward="true" selection-start-line="6" selection-start-column="16" selection-end-line="6" selection-end-column="16" />
<caret line="6" column="16" selection-start-line="6" selection-start-column="16" selection-end-line="6" selection-end-column="16" />
</state>
</provider>
</entry>
</file>
<file pinned="false" current-in-tab="false">
<file pinned="false" current-in-tab="true">
<entry file="file://$PROJECT_DIR$/src/main/java/App.java">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="2111">
<caret line="150" lean-forward="true" selection-start-line="150" selection-end-line="154" selection-end-column="1" />
<state relative-caret-position="156">
<caret line="16" column="54" lean-forward="true" selection-start-line="16" selection-start-column="54" selection-end-line="16" selection-end-column="54" />
<folding>
<element signature="imports" expanded="true" />
</folding>
@ -37,9 +36,37 @@
</provider>
</entry>
</file>
<file pinned="false" current-in-tab="true">
<file pinned="false" current-in-tab="false">
<entry file="file://$PROJECT_DIR$/src/main/java/Article.java">
<provider selected="true" editor-type-id="text-editor" />
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="493">
<caret line="59" column="28" selection-start-line="59" selection-start-column="18" selection-end-line="59" selection-end-column="28" />
<folding>
<element signature="e#511#512#0" expanded="true" />
<element signature="e#540#541#0" expanded="true" />
<element signature="e#584#585#0" expanded="true" />
<element signature="e#618#619#0" expanded="true" />
<element signature="e#656#657#0" expanded="true" />
<element signature="e#684#685#0" expanded="true" />
<element signature="e#724#725#0" expanded="true" />
<element signature="e#754#755#0" expanded="true" />
<element signature="e#800#801#0" expanded="true" />
<element signature="e#836#837#0" expanded="true" />
<element signature="e#872#873#0" expanded="true" />
<element signature="e#910#911#0" expanded="true" />
<element signature="e#945#946#0" expanded="true" />
<element signature="e#981#982#0" expanded="true" />
<element signature="e#1023#1024#0" expanded="true" />
<element signature="e#1063#1064#0" expanded="true" />
<element signature="e#1100#1101#0" expanded="true" />
<element signature="e#1135#1136#0" expanded="true" />
<element signature="e#1173#1174#0" expanded="true" />
<element signature="e#1209#1210#0" expanded="true" />
<element signature="e#1250#1251#0" expanded="true" />
<element signature="e#1289#1290#0" expanded="true" />
</folding>
</state>
</provider>
</entry>
</file>
</leaf>
@ -57,9 +84,10 @@
<component name="IdeDocumentHistory">
<option name="CHANGED_PATHS">
<list>
<option value="$PROJECT_DIR$/src/main/java/Article.java" />
<option value="$PROJECT_DIR$/CAu_NLP_2019.iml" />
<option value="$PROJECT_DIR$/pom.xml" />
<option value="$PROJECT_DIR$/src/main/java/Article.java" />
<option value="$PROJECT_DIR$/src/main/java/tfidf.java" />
<option value="$PROJECT_DIR$/src/main/java/App.java" />
</list>
</option>
@ -76,9 +104,42 @@
<foldersAlwaysOnTop value="true" />
</navigator>
<panes>
<pane id="Scope" />
<pane id="PackagesPane" />
<pane id="ProjectPane" />
<pane id="Scope" />
<pane id="ProjectPane">
<subPane>
<expand>
<path>
<item name="CAu_NLP_2019" type="b2602c69:ProjectViewProjectNode" />
<item name="CAu_NLP_2019" type="462c0819:PsiDirectoryNode" />
</path>
<path>
<item name="CAu_NLP_2019" type="b2602c69:ProjectViewProjectNode" />
<item name="CAu_NLP_2019" type="462c0819:PsiDirectoryNode" />
<item name="src" type="462c0819:PsiDirectoryNode" />
</path>
<path>
<item name="CAu_NLP_2019" type="b2602c69:ProjectViewProjectNode" />
<item name="CAu_NLP_2019" type="462c0819:PsiDirectoryNode" />
<item name="src" type="462c0819:PsiDirectoryNode" />
<item name="main" type="462c0819:PsiDirectoryNode" />
</path>
<path>
<item name="CAu_NLP_2019" type="b2602c69:ProjectViewProjectNode" />
<item name="CAu_NLP_2019" type="462c0819:PsiDirectoryNode" />
<item name="src" type="462c0819:PsiDirectoryNode" />
<item name="main" type="462c0819:PsiDirectoryNode" />
<item name="java" type="462c0819:PsiDirectoryNode" />
</path>
<path>
<item name="CAu_NLP_2019" type="b2602c69:ProjectViewProjectNode" />
<item name="CAu_NLP_2019" type="462c0819:PsiDirectoryNode" />
<item name="target" type="462c0819:PsiDirectoryNode" />
</path>
</expand>
<select />
</subPane>
</pane>
</panes>
</component>
<component name="PropertiesComponent">
@ -130,8 +191,9 @@
</component>
<component name="ToolWindowManager">
<frame x="-8" y="-8" width="1936" height="1096" extended-state="6" />
<editor active="true" />
<layout>
<window_info content_ui="combo" id="Project" order="0" visible="true" weight="0.18017058" />
<window_info content_ui="combo" id="Project" order="0" visible="true" weight="0.18176973" />
<window_info id="Structure" order="1" side_tool="true" weight="0.25" />
<window_info id="Image Layers" order="2" />
<window_info id="Designer" order="3" />
@ -140,15 +202,15 @@
<window_info id="Favorites" order="6" side_tool="true" />
<window_info anchor="bottom" id="Message" order="0" />
<window_info anchor="bottom" id="Find" order="1" />
<window_info anchor="bottom" id="Run" order="2" sideWeight="0.4989339" weight="0.32917964" />
<window_info active="true" anchor="bottom" id="Run" order="2" sideWeight="0.49520257" visible="true" weight="0.32917964" />
<window_info anchor="bottom" id="Debug" order="3" weight="0.4" />
<window_info anchor="bottom" id="Cvs" order="4" weight="0.25" />
<window_info anchor="bottom" id="Inspection" order="5" weight="0.4" />
<window_info anchor="bottom" id="TODO" order="6" />
<window_info anchor="bottom" id="Terminal" order="7" sideWeight="0.49946696" weight="0.32917964" />
<window_info anchor="bottom" id="Event Log" order="8" sideWeight="0.5010661" side_tool="true" visible="true" weight="0.32917964" />
<window_info anchor="bottom" id="Event Log" order="8" sideWeight="0.50479746" side_tool="true" visible="true" weight="0.32917964" />
<window_info anchor="bottom" id="Version Control" order="9" />
<window_info anchor="bottom" id="Messages" order="10" weight="0.32917964" />
<window_info anchor="bottom" id="Messages" order="10" sideWeight="0.4978678" weight="0.32917964" />
<window_info anchor="right" id="Commander" internal_type="SLIDING" order="0" type="SLIDING" weight="0.4" />
<window_info anchor="right" id="Ant Build" order="1" weight="0.25" />
<window_info anchor="right" content_ui="combo" id="Hierarchy" order="2" weight="0.25" />
@ -188,13 +250,6 @@
</layout-to-restore>
</component>
<component name="editorHistoryManager">
<entry file="file://$PROJECT_DIR$/pom.xml">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="102">
<caret line="6" column="16" lean-forward="true" selection-start-line="6" selection-start-column="16" selection-end-line="6" selection-end-column="16" />
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/CAu_NLP_2019.iml">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="17">
@ -202,19 +257,61 @@
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/pom.xml">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="102">
<caret line="6" column="16" selection-start-line="6" selection-start-column="16" selection-end-line="6" selection-end-column="16" />
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/src/main/java/Article.java">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="493">
<caret line="59" column="28" selection-start-line="59" selection-start-column="18" selection-end-line="59" selection-end-column="28" />
<folding>
<element signature="e#511#512#0" expanded="true" />
<element signature="e#540#541#0" expanded="true" />
<element signature="e#584#585#0" expanded="true" />
<element signature="e#618#619#0" expanded="true" />
<element signature="e#656#657#0" expanded="true" />
<element signature="e#684#685#0" expanded="true" />
<element signature="e#724#725#0" expanded="true" />
<element signature="e#754#755#0" expanded="true" />
<element signature="e#800#801#0" expanded="true" />
<element signature="e#836#837#0" expanded="true" />
<element signature="e#872#873#0" expanded="true" />
<element signature="e#910#911#0" expanded="true" />
<element signature="e#945#946#0" expanded="true" />
<element signature="e#981#982#0" expanded="true" />
<element signature="e#1023#1024#0" expanded="true" />
<element signature="e#1063#1064#0" expanded="true" />
<element signature="e#1100#1101#0" expanded="true" />
<element signature="e#1135#1136#0" expanded="true" />
<element signature="e#1173#1174#0" expanded="true" />
<element signature="e#1209#1210#0" expanded="true" />
<element signature="e#1250#1251#0" expanded="true" />
<element signature="e#1289#1290#0" expanded="true" />
</folding>
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/src/main/java/TFIDF.java">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="357">
<caret line="21" column="7" lean-forward="true" selection-start-line="21" selection-start-column="7" selection-end-line="21" selection-end-column="7" />
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/src/main/java/App.java">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="2111">
<caret line="150" lean-forward="true" selection-start-line="150" selection-end-line="154" selection-end-column="1" />
<state relative-caret-position="156">
<caret line="16" column="54" lean-forward="true" selection-start-line="16" selection-start-column="54" selection-end-line="16" selection-end-column="54" />
<folding>
<element signature="imports" expanded="true" />
</folding>
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/src/main/java/Article.java">
<provider selected="true" editor-type-id="text-editor" />
</entry>
</component>
<component name="masterDetails">
<states>

153
CAu_NLP_2019/src/main/java/App.java
View File

@ -1,9 +1,8 @@
import java.io.IOException;
import java.util.ArrayList;
import java.util.Scanner;
import java.util.StringTokenizer;
import java.text.DecimalFormat;
import java.util.*;
import org.jsoup.Jsoup;
import org.jsoup.nodes.Document;
@ -13,11 +12,14 @@ import org.jsoup.select.Elements;
public class App {
public static void main(String[] args) throws Exception {
String url[] = {"https://www.thesun.co.uk/?s=", "https://www.bbc.co.uk/search?q=", "https://www.skysports.com/search?q="};
//ArrayList<String> key = new ArrayList<String>();
List<List<String>> documents = new ArrayList<>();
List<List<String>> result = new ArrayList<>();
List<String> result2 = new ArrayList<>();
String document;
List<String> goodUrl = new ArrayList<>();
Article data = new Article();
//key.add("salah");
//key.add("Liverpool");
//key.add("Champions league");
Document doc = null;
Elements element = null;
@ -28,10 +30,7 @@ public class App {
for (int j = 0; j < url.length; j++) {
for (int i = 0; i < key.length; i++) {
String urlTmp = url[j] + key[i];
doc = Jsoup.connect(urlTmp).execute().parse();
/* } catch (IOException e) {
e.printStackTrace();
}*/
doc = Jsoup.connect(urlTmp).execute().parse(); // Document에 url 페이지의 데이터를 가져온다.
if (url[j].equals("https://www.thesun.co.uk/?s=")) {
element = doc.select("div.search-results-wrap");
for (Element el : element.select(".teaser-item")) {
@ -42,6 +41,8 @@ public class App {
String temp = el.select(".search-date").text();
data.setDate(changeDate(temp));
data.setSite("The Sun");
}
}
}
@ -70,12 +71,75 @@ public class App {
}
}
String content = "";
for(int i = 0; i < data.getHowManyData(); i++) {
System.out.println(data.getDate(i));
System.out.println(data.getHeadline(i));
System.out.println(data.getUrl(i));
System.out.println(data.getSite(i));
content = "";
try {
doc = Jsoup.connect(data.getUrl(i)).execute().parse();
if (data.getSite(i) == "The Sun") {
element = doc.select("div.article__content");
for (Element el : element.select("p")) {
content += el.text();
}
data.setContent(content);
} else if (data.getSite(i) == "BBC") {
element = doc.select("div#story-body");
for (Element el : element.select("p")) {
content += el.text();
}
data.setContent(content);
} else if (data.getSite(i) == "SKYSPORTS") {
element = doc.select("div.article__body");
for (Element el : element.select("p")) {
if (!el.hasClass("widge-marketing__text")) {
content += el.text();
}
}
data.setContent(content);
}
if (data.getContent(i).length() > 0){
/*
System.out.println(data.getDate(i));
System.out.println(data.getHeadline(i));
System.out.println(data.getUrl(i));
System.out.println(data.getSite(i));
*/
document = data.getContent((i)).replaceAll("\\s+",",");
goodUrl.add(data.getUrl(i));
documents.add(new ArrayList<String>(Arrays.asList(document.split(","))));
}
else
System.out.println("No content: " + data.getUrl(i));
}
catch (Exception e) {
System.out.println("Something went wrong.: " + e);
}
}
for (int i = 0; i < documents.size(); i++){
DecimalFormat df = new DecimalFormat("#.####");
TFIDF calculator = new TFIDF();
double tfidf = calculator.tfIdf(documents.get(i), documents, key[0]);
result.add(Arrays.asList((df.format(tfidf)), goodUrl.get(i)));
}
for (int i = 0; i < result.size(); i++){
System.out.println("TF-IDF: " + result.get(i).get(0) + " Url: " + result.get(i).get(1));
}
double max;
int pos;
while (result.size() > 0){
pos = 0;
max = Double.parseDouble(result.get(0).get(0));
for (int i2 = 0; i2 < result.size(); i2++){
if (Double.compare(max, Double.parseDouble(result.get(i2).get(0))) < 0){
max = Double.parseDouble(result.get(i2).get(0));
pos = i2;
}
}
result2.add(result.get(pos).get(1));
result.remove(pos);
}
for (int i = 0; i < result2.size(); i++){
System.out.println("Url: " + result2.get(i));
}
}
@ -94,61 +158,8 @@ public class App {
public static int changeDate(String date) {
int formdate = 0;
String sp[] = date.split(" ");/*
formdate += Integer.parseInt(sp[2]) * 10000;
formdate += Integer.parseInt(sp[0]);
switch (sp[1]) {
case "January":
case "Jan":
formdate += 100;
break;
case "February":
case "Feb":
formdate += 200;
break;
case "March":
case "Mar":
formdate += 300;
break;
case "April":
case "Apr":
formdate += 400;
break;
case "May":
formdate += 500;
break;
case "June":
case "Jun":
formdate += 600;
break;
case "July":
case "Jul":
formdate += 700;
break;
case "August":
case "Aug":
formdate += 800;
break;
case "September":
case "Sep":
formdate += 900;
break;
case "October":
case "Oct":
formdate += 1000;
break;
case "November":
case "Nov":
formdate += 1100;
break;
case "December":
case "Dec":
formdate += 1200;
break;
}*/
String sp[] = date.split(" ");
formdate = 0;
return formdate;
}

12
CAu_NLP_2019/src/main/java/Article.java
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@ -7,12 +7,14 @@ public class Article {
Headline = new ArrayList<String>();
Url = new ArrayList<String>();
Site = new ArrayList<String>();
Content = new ArrayList<String>();
}
private ArrayList<Integer> date;
private ArrayList<String> Headline;
private ArrayList<String> Url;
private ArrayList<String> Site;
private ArrayList<String> Content;
public void setDate(int num) {
date.add(num);
@ -30,6 +32,11 @@ public class Article {
Site.add(site);
}
public void setContent(String content) {
Content.add(content);
}
public int getHowManyData() {
return Headline.size();
}
@ -45,7 +52,12 @@ public class Article {
public String getUrl(int num) {
return Url.get(num);
}
public String getSite(int num) {
return Site.get(num);
}
public String getContent(int num) {
return Content.get(num);
}
}

46
CAu_NLP_2019/src/main/java/TFIDF.java Normal file
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@ -0,0 +1,46 @@
import java.util.List;
public class TFIDF {
/**
* @param doc list of strings
* @param term String represents a term
* @return term frequency of term in document
*/
public double tf(List<String> doc, String term) {
double result = 0;
for (String word : doc) {
if (term.equalsIgnoreCase(word))
result++;
}
return result / doc.size();
}
/**
* @param docs list of list of strings represents the dataset
* @param term String represents a term
* @return the inverse term frequency of term in documents
*/
public double idf(List<List<String>> docs, String term) {
double n = 0;
for (List<String> doc : docs) {
for (String word : doc) {
if (term.equalsIgnoreCase(word)) {
n++;
break;
}
}
}
return Math.log(docs.size() / n);
}
/**
* @param doc a text document
* @param docs all documents
* @param term term
* @return the TF-IDF of term
*/
public double tfIdf(List<String> doc, List<List<String>> docs, String term) {
return tf(doc, term) * idf(docs, term);
}
}

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