From 160c43046c70ce5002cba1edaee73ee46648fd91 Mon Sep 17 00:00:00 2001 From: tarzan <1334512682@qq.com> Date: Thu, 13 May 2021 11:45:32 +0800 Subject: [PATCH] =?UTF-8?q?=E6=8E=A8=E8=8D=90=E7=AE=97=E6=B3=95=E4=BF=AE?= =?UTF-8?q?=E6=94=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- pom.xml | 5 ----- .../tarzan/recommend/RecommendSystemApplication.java | 9 ++++++++- .../com/tarzan/recommend/Service/FileDataSource.java | 3 ++- .../java/com/tarzan/recommend/Service/Recommend.java | 11 +++-------- 4 files changed, 13 insertions(+), 15 deletions(-) diff --git a/pom.xml b/pom.xml index dab3d29..b78f4d8 100644 --- a/pom.xml +++ b/pom.xml @@ -13,17 +13,14 @@ 0.0.1-SNAPSHOT recommend_system Demo project for Spring Boot - 1.8 - org.springframework.boot spring-boot-starter - org.projectlombok lombok @@ -47,7 +44,6 @@ compile - @@ -56,5 +52,4 @@ - diff --git a/src/main/java/com/tarzan/recommend/RecommendSystemApplication.java b/src/main/java/com/tarzan/recommend/RecommendSystemApplication.java index 89b61c3..01dc0f9 100644 --- a/src/main/java/com/tarzan/recommend/RecommendSystemApplication.java +++ b/src/main/java/com/tarzan/recommend/RecommendSystemApplication.java @@ -1,13 +1,20 @@ package com.tarzan.recommend; +import com.tarzan.recommend.Service.Recommend; +import com.tarzan.recommend.dto.ItemDTO; import org.springframework.boot.SpringApplication; import org.springframework.boot.autoconfigure.SpringBootApplication; +import java.util.List; + @SpringBootApplication public class RecommendSystemApplication { public static void main(String[] args) { - SpringApplication.run(RecommendSystemApplication.class, args); + //SpringApplication.run(RecommendSystemApplication.class, args); + List itemList= Recommend.guessUserLike(2); + System.out.println("------猜你可能喜欢---------------下列电影"); + itemList.forEach(e-> System.out.println(e.getName())); } } diff --git a/src/main/java/com/tarzan/recommend/Service/FileDataSource.java b/src/main/java/com/tarzan/recommend/Service/FileDataSource.java index ad09a11..7009ce6 100644 --- a/src/main/java/com/tarzan/recommend/Service/FileDataSource.java +++ b/src/main/java/com/tarzan/recommend/Service/FileDataSource.java @@ -17,7 +17,7 @@ import java.util.List; public class FileDataSource { - public final static String folderPath="F:\\ml-100k"; + public static String folderPath; /** @@ -30,6 +30,7 @@ public class FileDataSource { * @date 2020年07月31日 16:53:40 */ public static List getData() { + folderPath=new FileDataSource().getClass().getResource("/ml-100k").getPath(); List relateList = Lists.newArrayList(); try { FileInputStream out = new FileInputStream(folderPath+"\\u.data"); diff --git a/src/main/java/com/tarzan/recommend/Service/Recommend.java b/src/main/java/com/tarzan/recommend/Service/Recommend.java index 044f409..3dee032 100644 --- a/src/main/java/com/tarzan/recommend/Service/Recommend.java +++ b/src/main/java/com/tarzan/recommend/Service/Recommend.java @@ -18,27 +18,22 @@ import java.util.stream.Collectors; */ public class Recommend{ - /** * 方法描述: 猜你喜欢 * * @param - * @Return {@link List< ItemDTO>} + * @Return {@link List} * @throws * @author tarzan * @date 2020年07月31日 17:28:06 */ - public static List guessYouLike(){ + public static List guessUserLike(int userId){ CoreMath coreMath = new CoreMath(); List data= FileDataSource.getData(); - List recommendations = coreMath.recommend(2, data); + List recommendations = coreMath.recommend(userId, data); List itemList= FileDataSource.getItemData().stream().filter(e->recommendations.contains(e.getId())).collect(Collectors.toList()); return itemList; } - public static void main(String[] args) { - List itemList= Recommend.guessYouLike(); - System.out.println("------猜你可能喜欢---------------下列电影="+itemList.stream().map(e->e.getName()).collect(Collectors.toList())); - } }