• PAT甲级【2019年3月考题】——A1158 TelefraudDetection【25】


    Telefraud(电信诈骗) remains a common and persistent problem in our society. In some cases, unsuspecting victims lose their entire life savings. To stop this crime, you are supposed to write a program to detect those suspects from a huge amount of phone call records.

    A person must be detected as a suspect if he/she makes more than K short phone calls to different people everyday, but no more than 20% of these people would call back. And more, if two suspects are calling each other, we say they might belong to the same gang. A makes a short phone call to B means that the total duration of the calls from A to B is no more than 5 minutes.

    Input Specification:
    Each input file contains one test case. For each case, the first line gives 3 positive integers K (≤500, the threshold(阈值) of the amount of short phone calls), N (≤103 10^310
    3
    ​​ )​​ , the number of different phone numbers), and M (≤105 10^510
    5
    ​​ )​​ , the number of phone call records). Then M lines of one day’s records are given, each in the format:

    caller receiver duration
    where caller and receiver are numbered from 1 to N, and duration is no more than 1440 minutes in a day.

    Output Specification:
    Print in each line all the detected suspects in a gang, in ascending order of their numbers. The gangs are printed in ascending order of their first members. The numbers in a line must be separated by exactly 1 space, and there must be no extra space at the beginning or the end of the line.

    If no one is detected, output None instead.

    Sample Input 1:
    5 15 31
    1 4 2
    1 5 2
    1 5 4
    1 7 5
    1 8 3
    1 9 1
    1 6 5
    1 15 2
    1 15 5
    3 2 2
    3 5 15
    3 13 1
    3 12 1
    3 14 1
    3 10 2
    3 11 5
    5 2 1
    5 3 10
    5 1 1
    5 7 2
    5 6 1
    5 13 4
    5 15 1
    11 10 5
    12 14 1
    6 1 1
    6 9 2
    6 10 5
    6 11 2
    6 12 1
    6 13 1
    Sample Output 1:
    3 5
    6
    Note: In sample 1, although 1 had 9 records, but there were 7 distinct receivers, among which 5 and 15 both had conversations lasted more than 5 minutes in total. Hence 1 had made 5 short phone calls and didn’t exceed the threshold 5, and therefore is not a suspect.

    Sample Input 2:
    5 7 8
    1 2 1
    1 3 1
    1 4 1
    1 5 1
    1 6 1
    1 7 1
    2 1 1
    3 1 1
    Sample Output 2:
    None

    【声明】

      由于此题还未上PAT官网题库,故没有测试集,仅仅是通过了样例,若发现错误,感谢留言指正。

    Solution:  

      判断电话诈骗分子,当一个人与>k个不同的人打短时间【<= 5分钟】通话,且这些人中只有不超过20%的人给回了电话,那么这个人就是诈骗犯;

      当相互有通话的诈骗犯是认为同一组;

      输出按组内升序,组间按第一个组员升序的格式输出。 

      使用邻接矩阵记录通过时间【累计通话时间】,然后分别记录每个人满足要求的打出的电话人数以及回电话的人数,最后将相互通话的嫌疑犯视为一组。

      注重细节哦。

      

     1 #include <iostream>
     2 #include <vector>
     3 #include <map>
     4 using namespace std;
     5 int main()
     6 {
     7     int k, n, m, t;
     8     cin >> k >> n >> m;
     9     vector<int>call(n + 1, 0), back(n + 1, 0);//短电话打出去的记录和这些人打回进来的记录
    10     vector<vector<int>>v(n + 1, vector<int>(n + 1, 0));//电话记录,记住记录的是累计的通话时间
    11     while (m--)
    12     {
    13         int a, b, c;
    14         cin >> a >> b >> c;
    15         v[a][b] += c;//算累加通话时间的
    16     }
    17     for (int i =1; i <= n; ++i)
    18     {
    19         for (int j = 1; j <= n; ++j)
    20         {
    21             if (v[i][j]>0 && v[i][j] <= 5)//这通话时间算是短电话
    22             {
    23                 ++call[i];//计算i打出去的人数
    24                 if (v[j][i] > 0)//这是j回给了i的
    25                     ++back[i];//计算回给i的人数
    26             }            
    27         }
    28     }    
    29     vector<int>suspect, team(n + 1, 0);//统计诈骗犯的人数和初始化他们的团队号
    30     for (int i = 1; i <= n; ++i)
    31     {
    32         if (call[i] > k && call[i] >= back[i]*5)//打出去的人数大于阈值k,回电话的人数不多于打出去的20%,注意
    33         {
    34             team[i] = i;//用来算同谋的
    35             suspect.push_back(i);
    36         }
    37     }    
    38     for (int i = 0; i < suspect.size(); ++i)//这里虽然是双重循环,但是诈骗犯的数量级很小的,所以这里应该不会超时间的,当然,超了的话,就用DFS即可
    39         for (int j = i + 1; j < suspect.size(); ++j)
    40             if (v[suspect[i]][suspect[j]] > 0 && v[suspect[j]][suspect[i]] > 0)//这两个诈骗人相互打过电话
    41                 team[suspect[j]] = team[suspect[i]];
    42     map<int, vector<int>>res;
    43     for (int i = 1; i <= n; ++i)
    44         if (team[i] > 0)
    45             res[team[i]].push_back(i);//将属于同一伙的诈骗犯放一组
    46     if (suspect.size() == 0)
    47         printf("None");
    48     else
    49     {
    50         for (auto ptr = res.begin(); ptr != res.end(); ++ptr)
    51         {
    52             for (int i = 0; i < ptr->second.size(); ++i)//由于遍历是从小到大的,所以不用排序
    53                 printf("%s%d", i == 0 ? "" : " ", ptr->second[i]);
    54             printf("
    ");
    55         }
    56     }
    57     return 0;
    58 }
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  • 原文地址:https://www.cnblogs.com/zzw1024/p/11954289.html
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