Tourism Recommended System-Python-Django

tags: Graduation Project  django  python  Experience sharing  reptile

Tourism recommendation system

Detailed function can be seen in the video link below
Video demonstrationhttps://www.bilibili.com/video/BV1J741127RG

0x1 Introduction

This travel recommendation system is capturedWhere to goTourist attractions data and store the data tomysqlIn the database, then passMachine learningAnalyze the attraction data (including attractions and reviews) to analyze the clustering class to form a data model. Finally, through the form of a web website, recommend it to usersinterestedTourist attractions, realizationPersonalized recommendationIf there are students who want to learn or discuss, they can communicate privately, and the code can be expanded asGraduation Project

0x2 main technology and environment

  1. python2.7 -Basic development language
  2. django -website framework
  3. Cyber ​​Cage -Get Attractions Data
  4. MySQL -Storage data
  5. ubuntu16.04 -operating environment
  6. Machine Learning -Bayesian model

0x03 environment construction

  1. Installpython
    ubuntu16.04Python2.7 has been installed by default
  2. Installpip
$ sudo apt-get install python pip
$ sudo pip install --upgrade pip
  1. Installmysql

NoticemysqlThe default password is set to root, so as not to change the source code

$ sudo apt-get install mysql-server
$ sudo apt-get install mysql-client

  1. Install other dependencies
$ sudo pip install django requests uniout bs4 image pandas lxml pandas

0x04 Run

First generate database

CREATE DATABASE `tour` DEFAULT CHARACTER SET utf8 COLLATE utf8_general_ci;

Generate data table

$ python manage.py migrate

Run reptile to get network data

$ python spider.py

Run website

$ python manager.py runserver

Visit website: 127.0.0.1:8000

$ python manager.py runserver

Visit website: 127.0.0.1:8000

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