smart tour recommendation system

 Travelling is one of the popular activity among people. Now days the advancement of technology, there are many applications that has been implemented to support the traveler such as smart tour guide system. Smart tour guide is a system which used to guide and give information about the tourism

Project Title

smart tour recommendation system

Project Area of Specialization

Artificial Intelligence

Project Summary

 Travelling is one of the popular activity among people. Now days the advancement of technology, there are many applications that has been implemented to support the traveler such as smart tour guide system. Smart tour guide is a system which used to guide and give information about the tourism spot to tourist or traveler. Tourism is one of the major components of economic growth for communities worldwide. Today tourism is one of the fastest growing industries .Tourism events are getting more and more important. Events can offer various economical and social benefits for any destinations. People sitting at home have difficulty choosing a place to visit. Smart tour recommendation app provides information to the people about the place and chooses the special places of the place. Smart tourism tools refer to a combination of mobile hardware, software, and networks to enable interaction between tourists. Artificial intelligence technique is used in this system.

Project Objectives

The tourism management system is a web based application . The objective of this project is to develop a system automates the process and activities a travel agency and customer details. The main objective of the project is to develop a system that gives data relating to the particular place.

• The system will provide to connect directly with customers and agents through internet.
• This system provide feedback mechanism for tourist
• This system provides information about the inbound and outbound tour packages.
• This system display attractive tourist places
• This system give a variety of services that will sure to match all yours priorities.

This system helps to make strong relationship with customers so that they can enjoy holidays of their dreams

Project Implementation Method

?KNN  (k –nearest neighbors )

?Linear Regression

?Multiple linear regression

?KNN is a supervised machine learning algorithm that can be used to solve both classification and regression tasks.

?Train or fit the data into the model.

?Predict the features

?Split data into training and test data.

?Initialize the parameters.

?Create a regression model and fit it with existing data.

?Check  the results of model fitting to know whether the model is satisfactory.

?It can use it to predict output values for input that are not present in the data set.

?Importing the libraries

?Importing the data set

?Avoiding the dummy variables trap.

?Splitting the data set into training set and test set.

?Encoding the categorical data.

Benefits of the Project

? This websites very helpful and easy to use for everybody.

?Through this website you should have to see information about famous and historical places in Pakistan.

?Less time consuming.

?Help to choose best Accommodation places.

?This website help the user to choose best food place.

Technical Details of Final Deliverable

 Tourism management system is an integrated software developed for tour operating companies. This application is to provide best search platform where the tourist can find their tour place according to their choice The main object of this project is to help the tourism companies to manage their customers, vehicle, and agent.

• It makes all operation of the tour company easy and accurate.
• It makes easy to handling agencies request and
• It providing servers for the customers located at different parts of various cities.
• Different modules have been incorporated in this project to handle different parts and sector of the tour management fields.

1.7 sModules.

1. Users
2. Admin

 User

• Register
• Login
• View food details
• View Hotel Details
• View Route Details
• My Book Accommodation

Admin

• Login
• Post Tourism Details
• Manage Food Details
• Manage Hotel Details
• Manage Route Details
• View Booking Details

Module Description

1. Login module

The main activities in the application are the user login page for user. The other modules are followed by this login page. This module records only user and password of the user.

2. Registration Module

Another main function of our proposed system is registration, in order to register with the unique application details such as name; password, email, place and time are required.

Admin

• Post Details

Admin can only post tourism details. Like Tourist area, nearby sites, hotels and restaurants

User

• View Details

User can view who admin posted details. Those details are tourist area, nearby sites, hotels and restaurants.

• View Food, Hotel ,Route Details

User can view these food, hotel, route details and they can search and find using any parameter.

Final Deliverable of the Project

Software System

Core Industry

IT

Other Industries

Transportation

Core Technology

Artificial Intelligence(AI)

Other Technologies

Others

Sustainable Development Goals

Peace and Justice Strong Institutions

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com