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novelrs's Introduction

novelRS

一个简单的网络小说推荐系统。

开发环境

python3.6 + mongodb

代码说明

运行小说爬虫

下载小说列表：

cd crawler & python3 info_crawler.py

下载小说的txt文件：

cd crawler & python3 txt_downloader.py

小说过滤（只考虑大于500KB的小说）：

cd crawler & python3 download_check.py

运行推荐算法

通过ipython notebook打开RS.ipynb

cd RS & ipython3 notebook

然后逐步完成notebook中的以下步骤：

  • 1、分词
  • 2、词表分析
  • 3、TF-IDF构建
  • 4、KD-Tree最近邻查询
  • 5、相似度更新

运行网页Demo

导入数据

数据下载链接:https://pan.baidu.com/s/1PFjFBtaKaBeS90CL5-hIKA 密码:f16j

mongoimport -d novelRS -c novels --file=novels.json

前端说明

基于vue1.0编写，可以不用care。

cd web_demo
npm install    # 安装依赖库
npm run dev    # 调试模式
npm run build  # 导出dist

运行后台

cd web_demo & python3 main.py

测试效果

运行后，打开http://localhost:38438。

LICENSE

MIT

novelrs's People

Contributors

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Stargazers

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Watchers

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