生成cvpr2018论文词云图

摘要：进行分析总结出提到最多的关键字，生成wordCloud词云图展示，并且设置点击后出现对应的论文以及链接

一、使用python爬取

python代码

二、具体代码实现

界面：

<html>
    <head>
        <meta charset="utf-8">
        <link href="css/bootstrap.min.css" rel="stylesheet">
        <!-- jQuery (Bootstrap 的所有 JavaScript 插件都依赖 jQuery，所以必须放在前边) -->
        <script src="js/jquery-1.11.3.min.js"></script>
        <!-- 加载 Bootstrap 的所有 JavaScript 插件。你也可以根据需要只加载单个插件。 -->
        <script src="js/bootstrap.js"></script>
        <script src='https://cdn.bootcss.com/echarts/3.7.0/echarts.simple.js'></script>
        <script src='js/echarts-wordcloud.js'></script>
        <script src='js/echarts-wordcloud.min.js'></script>
          <style>
            body{
                background-color: black;
            }
            #main {
                 70%;
                height: 100%;
                margin: 0;
                float:right;
                background: black;
            }
            #show{
                overflow-x: auto;
                 overflow-y: auto;
                 30%;
                height: 100%;
                float:left;
                margin-top:100dp;
                padding-top:100dp;
                background: pink;
            }
        </style>
    </head>
    <body>
        <div id='show'></div>
        <div id='main'></div>
    <script>
        $(function(){
            echartsCloud();
        });
        //点击事件
        function eConsole(param) {  
            if (typeof param.seriesIndex == 'undefined') {  
                return;  
            }  
            if (param.type == 'click') {
                var word=param.name;
                var htmltext="<table class='table table-striped' style='text-align:center'><caption style='text-align:center'>论文题目与链接</caption>";
                $.post(
                        'findkeytitle',
                        {'word':word},
                        function(result)
                        {
                            json=JSON.parse(result);
                            for(i=0;i<json.length;i++)
                            {
                                htmltext+="<tr><td><a target='_blank' href='"+json[i].Link+"'>"+json[i].Title+"</a></td></tr>";    
                            }
                            htmltext+="</table>"
                            $("#show").html(htmltext);
                        }
                )
            }  
       }
        function echartsCloud(){
        
            $.ajax({
                 url:"getmax",
                 type:"POST",
                 dataType:"JSON",
                 async:true,
                 success:function(data)
                 {
                     var mydata = new Array(0);
               
                     for(var i=0;i<data.length;i++)
                     {
                         var d = {
                                 
                         };
                         d["name"] = data[i].name;//.substring(0, 2);
                         d["value"] = data[i].value;
                         mydata.push(d);
                     }
                     var myChart = echarts.init(document.getElementById('main'));
                     //设置点击效果
                     var ecConfig = echarts.config;
                     myChart.on('click', eConsole);
                     
                     myChart.setOption({
                         title: {
                             text: ''
                         },
                         tooltip: {},
                         series: [{
                             type : 'wordCloud',  //类型为字符云
                                 shape:'smooth',  //平滑
                                 gridSize : 8, //网格尺寸
                                 size : ['50%','50%'],
                                 //sizeRange : [ 50, 100 ],
                                 rotationRange : [-45, 0, 45, 90], //旋转范围
                                 textStyle : {
                                     normal : {
                                         fontFamily:'微软雅黑',
                                         color: function() {
                                             return 'rgb(' + 
                                                 Math.round(Math.random() * 255) +
                                          ', ' + Math.round(Math.random() * 255) +
                                          ', ' + Math.round(Math.random() * 255) + ')'
                                                }
                                         },
                                     emphasis : {
                                         shadowBlur : 5,  //阴影距离
                                         shadowColor : '#333'  //阴影颜色
                                     }
                                 },
                                 left: 'center',
                                 top: 'center',
                                 right: null,
                                 bottom: null,
                                 '100%',
                                 height:'100%',
                                 data:mydata
                         }]
                     });
                 }
             });  
    }
    </script>                    
    </body>
</html>

wordcloud.html
html

词云图展示：

package servlet;

import java.io.IOException;
import java.util.Map;

import javax.servlet.ServletException;
import javax.servlet.annotation.WebServlet;
import javax.servlet.http.HttpServlet;
import javax.servlet.http.HttpServletRequest;
import javax.servlet.http.HttpServletResponse;

import net.sf.json.JSONArray;
import net.sf.json.JSONObject;
import Dao.lunwendao;

/**
 * Servlet implementation class getmax
 */
@WebServlet("/getmax")
public class getmax extends HttpServlet {
    private static final long serialVersionUID = 1L;
       lunwendao dao=new lunwendao();
    /**
     * @see HttpServlet#HttpServlet()
     */
    public getmax() {
        super();
        // TODO Auto-generated constructor stub
    }

    /**
     * @see HttpServlet#doGet(HttpServletRequest request, HttpServletResponse response)
     */
    protected void doGet(HttpServletRequest request, HttpServletResponse response) throws ServletException, IOException {
        // TODO Auto-generated method stub
        request.setCharacterEncoding("utf-8");
        Map<String, Integer>sortMap=dao.getallmax();
        JSONArray json =new JSONArray();
        int k=0;
        for (Map.Entry<String, Integer> entry : sortMap.entrySet()) 
        {
            JSONObject ob=new JSONObject();
            ob.put("name", entry.getKey());
            ob.put("value", entry.getValue());
            if(!(entry.getKey().equals("for")||entry.getKey().equals("and")||entry.getKey().equals("With")||entry.getKey().equals("of")||entry.getKey().equals("in")||entry.getKey().equals("From")||entry.getKey().equals("A")||entry.getKey().equals("to")||entry.getKey().equals("a")||entry.getKey().equals("the")||entry.getKey().equals("by")))
            {
                json.add(ob);
                k++;
            }
            if(k==30)
                break;
        }
        System.out.println(json.toString());
        response.getWriter().write(json.toString());
    }

    /**
     * @see HttpServlet#doPost(HttpServletRequest request, HttpServletResponse response)
     */
    protected void doPost(HttpServletRequest request, HttpServletResponse response) throws ServletException, IOException {
        // TODO Auto-generated method stub
        doGet(request, response);
    }

}

getmax.java
getmax
public Map<String,Integer> getallmax()
    {
        String sql="select * from lunwens";
        Map<String, Integer>map=new HashMap<String, Integer>();
        Map<String, Integer>sorted=new HashMap<String, Integer>();
        Connection con=null;
        Statement state=null;
        ResultSet rs=null;
        con=DBUtil.getConn();
        try {
            state=con.createStatement();
            rs=state.executeQuery(sql);
            while(rs.next())
            {
                String keywords=rs.getString("keywords");
                String[] split = keywords.split(",");
                for(int i=0;i<split.length;i++)
                {
                    if(map.get(split[i])==null)
                    {
                        map.put(split[i],0);
                    }
                    else
                    {
                        map.replace(split[i], map.get(split[i])+1);
                    }
                }
            }
        } catch (SQLException e) {
            // TODO Auto-generated catch block
            e.printStackTrace();
        }
        DBUtil.close(rs, state, con);
        sorted = map
                .entrySet()
                .stream()
                .sorted(Collections.reverseOrder(comparingByValue()))
                .collect(
                        toMap(Map.Entry::getKey, Map.Entry::getValue, (e1, e2) -> e2,
                                LinkedHashMap::new));
        return sorted;
    }

lunwendao.java
lunwendao

设置鼠标的点击事件，会在左侧显示出包含此词汇的论文：

package servlet;

import java.io.IOException;
import javax.servlet.ServletException;
import javax.servlet.annotation.WebServlet;
import javax.servlet.http.HttpServlet;
import javax.servlet.http.HttpServletRequest;
import javax.servlet.http.HttpServletResponse;

import com.google.gson.Gson;

import Bean.lunwen;

import java.util.List;

import Dao.lunwendao;

/**
 * Servlet implementation class findkeytitle
 */
@WebServlet("/findkeytitle")
public class findkeytitle extends HttpServlet {
    private static final long serialVersionUID = 1L;
       lunwendao dLunwendao=new lunwendao();
    /**
     * @see HttpServlet#HttpServlet()
     */
    public findkeytitle() {
        super();
        // TODO Auto-generated constructor stub
    }

    /**
     * @see HttpServlet#doGet(HttpServletRequest request, HttpServletResponse response)
     */
    protected void doGet(HttpServletRequest request, HttpServletResponse response) throws ServletException, IOException {
        // TODO Auto-generated method stub
        request.setCharacterEncoding("utf-8");
        String word=request.getParameter("word");
        List<lunwen> list=dLunwendao.findtitle(word);
        Gson gson = new Gson();        
        response.setContentType("text/html;charset=utf-8");
        String json = gson.toJson(list);
        System.out.println(json);
        response.getWriter().write(json);
    }

    /**
     * @see HttpServlet#doPost(HttpServletRequest request, HttpServletResponse response)
     */
    protected void doPost(HttpServletRequest request, HttpServletResponse response) throws ServletException, IOException {
        // TODO Auto-generated method stub
        doGet(request, response);
    }

}

findkeytitle.java
findkeytitle
package Bean;

import Dao.predao;

public class lunwen {
private String Title;
private String Abstract;
private String Link;
private String keyWords;
public String getTitle() {
    return Title;
}
public void setTitle(String title) {
    Title = title;
}
public String getAbstract() {
    return Abstract;
}
public void setAbstract(String abstract1) {
    Abstract = abstract1;
}
public String getLink() {
    return Link;
}
public void setLink(String link) {
    Link = link;
}
public String getKeyWords() {
    return keyWords;
}
public void setKeyWords(String keyWords) {
    this.keyWords = keyWords;
}
public lunwen(String title, String abstract1, String link, String keyWords) {
    super();
    Title = title;
    Abstract = abstract1;
    Link = link;
    this.keyWords = keyWords;
}
public lunwen() {
    super();
}

}

lunwen.java
lunwen
public List<lunwen> findtitle(String name) {
        String sql="select * from lunwens where keywords like '%"+name+"%'";
        Connection con=null;
        Statement state=null;
        ResultSet rs=null;
        boolean flag=false;
        con=DBUtil.getConn();
        lunwen bean=null;
        List<lunwen> list=new ArrayList<lunwen>();
        try {
            state=con.createStatement();
            rs=state.executeQuery(sql);
            while(rs.next())
            {
                bean=new lunwen();
                bean.setTitle(rs.getString("title"));
                bean.setLink(rs.getString("link"));
                list.add(bean);
            }
        } catch (SQLException e) {
            // TODO 自动生成的 catch 块
            e.printStackTrace();
        }
        DBUtil.close(rs, state, con);
        return list;    
        
    }

lunwendao.java
lunwendao

三、运行结果

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原文地址：https://www.cnblogs.com/dd110343/p/12832952.html