zoukankan      html  css  js  c++  java
  • PAT 1129 Recommendation System

    Recommendation system predicts the preference that a user would give to an item. Now you are asked to program a very simple recommendation system that rates the user's preference by the number of times that an item has been accessed by this user.

    Input Specification:

    Each input file contains one test case. For each test case, the first line contains two positive integers: N (≤ 50,000), the total number of queries, and K (≤ 10), the maximum number of recommendations the system must show to the user. Then given in the second line are the indices of items that the user is accessing -- for the sake of simplicity, all the items are indexed from 1 to N. All the numbers in a line are separated by a space.

    Output Specification:

    For each case, process the queries one by one. Output the recommendations for each query in a line in the format:

    query: rec[1] rec[2] ... rec[K]

    where query is the item that the user is accessing, and rec[i] (i=1, ... K) is the i-th item that the system recommends to the user. The first K items that have been accessed most frequently are supposed to be recommended in non-increasing order of their frequencies. If there is a tie, the items will be ordered by their indices in increasing order.

    Note: there is no output for the first item since it is impossible to give any recommendation at the time. It is guaranteed to have the output for at least one query.

    Sample Input:

    12 3
    3 5 7 5 5 3 2 1 8 3 8 12

    Sample Output:

    5: 3
    7: 3 5
    5: 3 5 7
    5: 5 3 7
    3: 5 3 7
    2: 5 3 7
    1: 5 3 2
    8: 5 3 1
    3: 5 3 1
    8: 3 5 1
    12: 3 5 8

    #include<iostream> //利用set,并自定义比较符号来自动排序
    #include<set>
    #include<vector>
    #include<algorithm>
    using namespace std;
    struct node{
    	int val, cnt;
    	bool operator<(const node& t) const{
    		return (cnt==t.cnt?val<t.val:cnt>t.cnt);
    	}
    };
    vector<int> v(50005, 0);
    int main(){
    	int n, k;
    	cin>>n>>k;
    	set<node> s;
    	for(int i=0; i<n; i++){
    		int num;
    		scanf("%d",&num);
    		if(i){
    			printf("%d:",num);
    			int tempcnt=0;
    			for(auto it=s.begin(); it!=s.end()&&tempcnt<k; it++){
    				printf(" %d",it->val);
    				tempcnt++;
    			}
    			printf("
    ");
    		}
    		auto it=s.find(node{num, v[num]});
    		if(it!=s.end())
    			s.erase(it);	
    		v[num]++;
    		s.insert(node{num, v[num]});
    	}
    }
    
  • 相关阅读:
    02、书店寻宝(一)
    01、博客爬虫
    00、下载文件
    068、Calico的网络结构是什么?(2019-04-11 周四)
    067、如何部署Calico网络 (2019-04-10 周三)
    066、Weave如何与外网通信?(2019-04-09 周二)
    065、容器在Weave中如何通信和隔离?(2019-04-08 周一)
    064、Weave网络结构分析(2019-04-04 周四)
    063、如何使用weave网络(2019-04-03 周三)
    CMD运行指令
  • 原文地址:https://www.cnblogs.com/A-Little-Nut/p/9506649.html
Copyright © 2011-2022 走看看